smoke version 4.7 recent enhancements€¦ · • higher average speed for urban unrestricted roads...
TRANSCRIPT
SMOKE version 47Recent Enhancements
BH BaekUniversity of North Carolina at Chapel Hill
Alison EythUS EPA Office of Air Quality Planning and Standards
2
Outline
1 Onroad Mobile Emissions Updates- Average Speed Fractions by Distribution (ASD)- NOx Humidity Corrections
2 New PostgreSQLPostGIS Surrogates Tool Development- Computationally optimized (Faster and Less memory usage)
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 3
Creating Onroad Emissions using SMOKE-MOVES
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 4
Background on Speeds in MOVES and SMOKE-MOVES
bull Speed impacts emission rates and is relevant to MOVES rate-per-distance (RPD) processes
bull Vehicle-miles-traveled (VMT) are used for activity data
bull RPD emissions = RPD emission factor VMT
bull SMOKE-MOVES interpolates between two speed bin MOVES emission factors to estimate the factor for a specific speed value
bull Alternatively MOVES inventory mode uses average speed distributions (ASD) to compute emissions as a weighted sum across all speed bins
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 5
Speed Bin Min Speed Max Speed
1 0 25
2 25 75
3 75 125
4 125 175
5 175 225
6 225 275
7 275 325
8 325 375
9 375 425
10 425 475
11 475 525
12 525 575
13 575 625
14 625 675
15 675 725
16 725
Examples of Average Speed Distributions
bull Two counties ASD for weekdays at 400pm
bull Example 1 Spread-out ASD vs 2682mph bull MOVES inventory mode would apply emissions
rates from all speed bins and sum the emissionsbull SMOKE-MOVES would interpolate between
emissions factors from two speed binsbull Different emissions would be estimated due to
different number of bins involved
bull Example 2 Compact ASD with a peak at the same bins SMOKE-MOVES would used
bull Similar emissions would be estimated due to similar representation of speed bins
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 6
0010203040506070809
1
25 5 10 15 20 25 30 35 40 45 50 55 60 65
Frac
tion
Average Bin Speed
Example 1 4pm 2682mph
asd smspd
0010203040506070809
1
25 5 10 15 20 25 30 35 40 45 50 55 60 65
Frac
tion
Average Bin Speed
Example 2 4pm 60 mph
7International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019)
bull Atlanta Chicago Baltimore Dallas and Phoenix
bull Varies by hour vehicle amp city
bull Slower speed during rush hours and daytime
Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Unrestricted)
Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Restricted)
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 8
bull Restricted road speeds are typically higher than unrestricted road
bull Clear lower speed during the rush hours
Impact of Speed by Pollutant
and Vehicle Type
Fuel Gasoline
9
Impact of Speed by Pollutant
and Vehicle Type
Fuel Diesel
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 10
Improved Representation of Speeds in SMOKE-MOVES
bull New Feature in SMOKE-MOVES Average Speed Fraction by Distance (ASD) Emissions estimated for each of 16 speed bins (SPD)
Traveled Distance (TD)spd = Speed (mph)spd ASFspd
ASDspd = TDspd Sums of TD
ASD is function of
int (FIPS SCC WeekdayWeekend Hour of day Speed)
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 11
Difference in July NOx
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 12
Difference in July PM25
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 13
Difference in July VOC
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 14
Comparison between Interpolation vs ASD
bull July Monthly Total Emissions Comparison
Percent Difference [] (ASD ndash ORG)ORG 100
bull PM10 and PM25 Model Species Reduction -2 ~ -10
bull Gas Model Species All Increases ranging from 0 to 7
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 15
RPD_ORG_domain_daily_total7
RPD_Full_ASD_domain_daily_total
RPD_Gasoline_ASD
Full_AvgSpeedFrac_Org_compariso
1
2
3
4
5
6
7
A
B
CO
Original
150101341
ASD (Gasoline)
1571406723
ASD (All Fuels)
1575032492
5
Gasoline ASD
5
Findings on Using ASD
bull Why are NOx emissions increased with ASD application
bull More lower speed bins are included when computing emissions with the ASD approach
bull Why are PM25 emissions decreased with ASD in cities while increased in highwaysbull The single NEI average speed assigned for urban roads was relatively lower than used in ASDbull The single NEI average speed assigned for rural roads was relatively higher than ASD
bull Why do VOC emissions show different patterns between Dallas and Phoenixbull Most of metro cities show relatively lower estimated VOC while Dallas TX and Phoenix AZ show
increasesbull Higher average speed for urban unrestricted roads from Dallas and Phoenixbull Higher contribution of urban unrestricted roads from Dallas and Phoenix bull Contributions of road and vehicle types by region andor average speed played a key role
ASD approach is a better representation of actual driving patterns by road type
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 16
NOx Humidity Correction
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 17
Humidity impacts NOx emissionsbull Spark-Ignition engines
bull Compression Ignition Diesel
The NOx Humidity Correction Equation differs by fuel Type
1 Gasoline Ethanol and CNG2 Diesel
Compute the Correction Using1 MOVES Model (Month-humiditycounty)
2 SMOKE-MOVES Integration ToolThe humidity correction equation has been coded into the latest version of SMOKE-MOVES thus allowing the adjustment to be applied according to hourly changes in humidity instead of seasonal averages
Percent Change on RPD NO2
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 18
January 1 2014 July 1 2014
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 18
Percent Change in Monthly Total NOx(January and July)
19International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019)
January July
New Jersey NOx Correction Sensitivity Runs
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 20
To assess the true impacts of NOx humidity correction perform the sensitivity runs based on the following MOVES EFs
1 MOVES Native MOVES EFs without NOx Correction
2 MOVES-NOx MOVES EFs with NOx Correction applied by MOVES
3 SMOKE-MOVES MOVES EFs with NOx Correction applied by SMOKE-MOVES
New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 21
NJ Monthly Total NOx Changes between the Methods
RPD MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 3590 4701 31 4252 18July 4517 4961 10 4354 -4
RPV MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 1127 1115 -1 1390 23July 870 866 0 832 -4
RPH MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 100 114 14 115 15July 128 128 -1 124 -3
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 22
Findings from the NJ NOx Humidity Adjustment
bull Significant Impacts to NOx emissions for RPD RPV and RPH processesbull US western regions with lower humidity will see an increase of NOxbull US eastern regions with higher humidity will see a decrease in NOxbull The Winter drier season (January) shows the significant increases of
NOx from all processesbull Summer season (July) shows up to 4 decrease of NOx from all
processesbull RPD NOx MOVES-NOx case shows higher impacts compared to
SMOKE-MOVES casebull These findings are limited to New Jersey stateInternational Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 23
Spatial Allocation using Spatial Surrogates
bull Spatial allocation is the process of mapping county-level emissions inventory data to modeling grid cells
bull We do this using spatial surrogates - each has a unique code (ID)bull There are more than 60 surrogates currently used ndash eg Population (100) Total agriculture
(310) Railroad Density (261) Offshore shipping (806) Urban unrestricted daily VMT (222) Gas well count (698)
bull Surrogates have been created using the Surrogate Tool (from wwwcmascenterorg)
bull Value = sum of attribute in grid cellsum of attribute in county
bull Values sum to 1 for each county province
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 24
New Postgres Spatial Surrogate Tool
bull Written in the PostgreSQL and PostGIS database languagebull Released on June 30 2019 bull Download from CMAS Center Spatial Allocator Github Repository
httpsgithubcomCMASCenterSpatial-Allocator
bull PostgreSQL uses a 3-tier hierarchy for data storage database schema and table A single query can access multiple tables and multiple schemas but only one database
bull Requires ReadCreateUpdateInsert access for databasesbull Supports multicore-Processing for Multiple Jobs running in parallel
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 25
Steps performed in the PG Surrogate Tool
Create a modeling domain table and insert it into the PostgreSQL Database
Load the geographic boundaries data shapefile and then reproject them to match the output modeling domain
Overlay with geographic boundaries and then calculate the attribute value in the county (ie surrogate denominator)
Overlay grid modeling domain and compute the gridded surrogate weight (ie the numerator)
Generate Surrogates using the Surrogate Tool input files
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 26
SMOKE v47 Public Release
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 27
bull Plan to release in 2019
bull Average Speed Distribution
bull NOx Humidity Correction
bull A few bug fixes and minor updates
bull Future Updatesbull New Rate-Per-Start (RPS) Process
bull New Off-network Idling (ONI) Process
Acknowledgement
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 28
bull US EPA Office of Air Quality Planning and Standard (OAQPS)bull US EPA Office of Transportation Air Quality (OTAQ)bull US EPA Office of Research Development (ORD)
Road Types Distribution by Region
Average Speed by Road type
Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
- SMOKE version 47Recent Enhancements
- Outline
- Slide Number 3
- Background on Speeds in MOVES and SMOKE-MOVES
- Examples of Average Speed Distributions
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Unrestricted)
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Restricted)
- Impact of Speed by Pollutant and Vehicle TypeFuel Gasoline
- Impact of Speed by Pollutant and Vehicle TypeFuel Diesel
- Improved Representation of Speeds in SMOKE-MOVES
- Difference in July NOx
- Difference in July PM25
- Difference in July VOC
- Comparison between Interpolation vs ASD
- Findings on Using ASD
- NOx Humidity Correction
- Percent Change on RPD NO2
- Percent Change in Monthly Total NOx(January and July)
- New Jersey NOx Correction Sensitivity Runs
- New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
- NJ Monthly Total NOx Changes between the Methods
- Findings from the NJ NOx Humidity Adjustment
- Spatial Allocation using Spatial Surrogates
- New Postgres Spatial Surrogate Tool
- Steps performed in the PG Surrogate Tool
- SMOKE v47 Public Release
- Acknowledgement
- Road Types Distribution by Region
- Slide Number 29
- Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
-
CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Original | 15010134101 | 2907447588 | 338906633 | 26749425 | 86653198 | 24300952 | 116121122 | 161073 | 886044 | 254096 | 52666292 | 1887825 | 126966 | 47921 | 1339128 | 17312 | 7931596 | 80409 | 7568148 | 1010458 | 334775 | 34482032 | 140709 | 3529457 | 62521 | 725221 | 9364562 | 4766655 | 28009183 | 62249139 | 14646134 | 24095161 | 38918082 | 16994929 | 205379 | 358933 | 4410037 | 555377 | 3383826 | 353637793 | 4660906 | 166325 | 91011697 | 0 | 5030087 | 813094019 | 115656819 | 18679581 | 16994688 | 936459 | 1168126 | 2322596 | 2090508 | 10087629 | 14479505425 | 28012676 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Gasoline) | 15714067229 | 2942955836 | 34523952 | 27094175 | 91549482 | 24531355 | 101520281 | 157712 | 861844 | 246051 | 51741275 | 1680449 | 109977 | 47109 | 1142159 | 15352 | 7089862 | 78889 | 7372724 | 1005657 | 327875 | 33865345 | 124571 | 3421284 | 55828 | 741228 | 9317945 | 4721529 | 28775363 | 62283709 | 14706694 | 23988876 | 39068661 | 1687309 | 206461 | 362124 | 4353162 | 586302 | 33867757 | 354224062 | 4615621 | 164092 | 91435955 | 0 | 5059242 | 814519902 | 116029701 | 18778919 | 16872852 | 9317974 | 1157574 | 2320375 | 2078251 | 990182 | 14559761825 | 28778949 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (All Fuels) | 1575032492 | 3008455449 | 351116241 | 27682287 | 92299436 | 24715968 | 99267828 | 155072 | 845207 | 239811 | 512493 | 1645236 | 107479 | 46259 | 1111954 | 1509 | 6922635 | 76963 | 7235403 | 992784 | 319808 | 33228736 | 1212689 | 3359175 | 54493 | 743159 | 9349364 | 4737588 | 28828492 | 62511012 | 14763057 | 2407931 | 39179182 | 16921876 | 20706272 | 363329 | 4367819 | 588024 | 33990128 | 355575715 | 4631961 | 164646 | 91728656 | 0 | 5080389 | 817447675 | 116450563 | 18849431 | 16921638 | 9349393 | 1161079 | 232903 | 2084828 | 9959974 | 14719855875 | 28832085 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
5 | 3 | 4 | 3 | 7 | 2 | -15 | -4 | -5 | -6 | -3 | -13 | -15 | -3 | -17 | -13 | -13 | -4 | -4 | -2 | -4 | -4 | -14 | -5 | -13 | 2 | -0 | -1 | 3 | 0 | 1 | -0 | 1 | -0 | 1 | 1 | -1 | 6 | 0 | 1 | -1 | -1 | 1 | 1 | 1 | 1 | 1 | -0 | -0 | -1 | 0 | -0 | -1 | 2 | 3 | 7 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Gasoline ASD | 5 | 2 | 3 | 2 | 6 | 2 | -12 | -1 | -2 | -2 | -0 | -10 | -13 | -1 | -14 | -11 | -10 | -0 | -1 | 1 | -1 | -1 | -11 | -2 | -10 | 3 | 0 | 0 | 3 | 1 | 1 | 0 | 1 | 0 | 1 | 2 | 0 | 6 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | -1 | 1 | 3 | 6 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
0 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Diff (Full-Gasoline) | 0 | 1 | 1 | 1 | 0 | 0 | -3 | -3 | -3 | -4 | -3 | -3 | -3 | -3 | -3 | -2 | -3 | -4 | -3 | -2 | -4 | -3 | -3 | -3 | -3 | -0 | -1 | -1 | -1 | -0 | -0 | -0 | 0 | -1 | -0 | -1 | -1 | -0 | -0 | -0 | -1 | -1 | -0 | 0 | -0 | -0 | -0 | -1 | -1 | -1 | -0 | -1 | -0 | 0 | -1 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
CO | NOx | NH3 | SO2 | TOG | PM25 | PM10 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
(tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Original | 150101341 | 32731036 | 866532 | 243010 | 16933473 | 1137931 | 2299143 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Gasoline) | 157140672 | 33152895 | 915495 | 245314 | 16968671 | 1104651 | 2119854 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (All Fuels) | 157503249 | 33872540 | 922994 | 247160 | 17029036 | 1088181 | 2080859 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
CO | NOx | NH3 | SO2 | TOG | PM25 | PM10 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Gasoline) | 469 | 129 | 565 | 095 | 021 | -292 | -780 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Others) | 024 | 220 | 087 | 076 | 036 | -145 | -170 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (All Fuels) | 493 | 349 | 652 | 171 | 056 | -437 | -949 |
Day | CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
UNIT | (tonday) | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
182 | 550228438 | 106327295 | 12410016 | 978376 | 3097526 | 85524 | 3692358 | 05828 | 32164 | 09439 | 1982122 | 60979 | 03982 | 01755 | 41794 | 00553 | 261122 | 0305 | 274533 | 36658 | 1258 | 1265575 | 4634 | 129277 | 02059 | 25658 | 338348 | 175479 | 1023254 | 2244247 | 512582 | 857433 | 1360711 | 624383 | 725661 | 13351 | 16641 | 19963 | 120452 | 12423053 | 171219 | 06304 | 3162733 | 0 | 177475 | 28598484 | 4002465 | 645216 | 624374 | 338349 | 43329 | 8035 | 7617 | 34333 | 5168692 | 1023382 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
183 | 537367266 | 107724248 | 12543879 | 99099 | 3086094 | 853578 | 3744655 | 05947 | 32867 | 09677 | 2037892 | 61899 | 04033 | 01794 | 42427 | 0056 | 265664 | 03135 | 280343 | 3735 | 12907 | 1293568 | 4721 | 132473 | 02095 | 25534 | 34151 | 178267 | 1025632 | 2260251 | 511359 | 861772 | 1335793 | 633489 | 71717 | 13467 | 170305 | 19717 | 1206267 | 12340176 | 173879 | 0646 | 3123234 | 0 | 175384 | 28436658 | 3965202 | 640552 | 63348 | 341511 | 44099 | 80049 | 77084 | 344469 | 51792735 | 1025761 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
184 | 524232656 | 108102021 | 12573835 | 994349 | 3108055 | 85305 | 3767189 | 05994 | 33115 | 0974 | 2056552 | 62309 | 04057 | 01808 | 4266 | 00563 | 267326 | 03158 | 282457 | 37673 | 12996 | 1303459 | 47485 | 133593 | 02108 | 2553 | 342449 | 178968 | 1026431 | 2265315 | 511591 | 863441 | 1307699 | 635817 | 706542 | 13426 | 171203 | 19604 | 1205115 | 12236018 | 174441 | 06495 | 3088286 | 0 | 172944 | 28236355 | 3940969 | 639273 | 635808 | 34245 | 44287 | 80072 | 77332 | 346535 | 51760745 | 1026559 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
185 | 437339414 | 70771494 | 8430392 | 65261 | 2554665 | 652835 | 2392714 | 03426 | 18156 | 04714 | 1041036 | 39547 | 02628 | 00995 | 26535 | 0037 | 159446 | 01477 | 156552 | 2268 | 06248 | 708848 | 27222 | 71044 | 01251 | 19986 | 220149 | 103124 | 716232 | 1503063 | 390475 | 594014 | 1100178 | 373981 | 558361 | 08258 | 8558 | 1646 | 856388 | 9494965 | 101737 | 03162 | 25514 | 0 | 13759 | 21687227 | 3218595 | 520092 | 373975 | 220149 | 24651 | 62911 | 47591 | 266073 | 371353675 | 716321 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
186 | 460356602 | 75525146 | 89922 | 696409 | 2660844 | 68376 | 2451797 | 0365 | 19389 | 05116 | 1124364 | 40572 | 02684 | 01066 | 26904 | 0038 | 164732 | 01612 | 167406 | 24129 | 06793 | 760597 | 28117 | 76034 | 01292 | 20873 | 232237 | 110239 | 760722 | 158538 | 405862 | 6223 | 113102 | 399241 | 579222 | 0885 | 93215 | 1735 | 896304 | 9833908 | 108414 | 03457 | 2628309 | 0 | 142595 | 22488223 | 3317278 | 536958 | 399235 | 232238 | 26484 | 6489 | 50509 | 269704 | 391283325 | 760819 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
187 | 466285391 | 69133882 | 8308881 | 638114 | 2586251 | 657368 | 220898 | 03192 | 16728 | 04223 | 9228 | 36568 | 02434 | 00921 | 24083 | 00347 | 145739 | 01304 | 145002 | 21461 | 05594 | 65467 | 24551 | 63994 | 01141 | 20251 | 212738 | 97384 | 716428 | 1467955 | 390705 | 581838 | 1133723 | 355243 | 570318 | 08076 | 78022 | 17219 | 848486 | 957288 | 96154 | 02862 | 2602307 | 0 | 140342 | 21817073 | 3261166 | 525695 | 355238 | 212738 | 2311 | 62861 | 45632 | 256768 | 36921515 | 716518 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
188 | 523764766 | 97053799 | 11373191 | 893421 | 2940655 | 804798 | 3429014 | 05337 | 29384 | 08549 | 1746069 | 56685 | 03711 | 01602 | 38916 | 00516 | 241472 | 02737 | 250839 | 33684 | 11389 | 1154287 | 4276 | 115886 | 01903 | 24235 | 312337 | 160363 | 957381 | 2080614 | 482827 | 797937 | 129134 | 571776 | 685173 | 1228 | 150133 | 19081 | 1124692 | 11702819 | 156628 | 05675 | 3002134 | 0 | 167319 | 2691479 | 3796972 | 612161 | 571769 | 312338 | 39463 | 75852 | 70045 | 324192 | 48103885 | 9575 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
189 | 54623043 | 106160977 | 12384537 | 976795 | 3097526 | 854208 | 3691883 | 05815 | 32109 | 09435 | 198159 | 60909 | 03982 | 01752 | 41788 | 00553 | 260946 | 03049 | 274107 | 36551 | 12569 | 1263441 | 46327 | 129164 | 02058 | 25616 | 338089 | 175413 | 102192 | 2242275 | 51188 | 856629 | 1352776 | 624083 | 722837 | 13327 | 16641 | 19913 | 1202703 | 12386981 | 171119 | 06304 | 3151343 | 0 | 176756 | 28521094 | 3992025 | 644018 | 624074 | 33809 | 43316 | 80265 | 76124 | 34333 | 5160629 | 1022047 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
190 | 53116543 | 107262646 | 12483198 | 986686 | 3086095 | 850342 | 3744031 | 05931 | 32794 | 09672 | 2037195 | 61808 | 04033 | 01789 | 4242 | 0056 | 265435 | 03133 | 279785 | 37211 | 12893 | 1290781 | 47193 | 132327 | 02094 | 25466 | 341191 | 17815 | 1023214 | 2257188 | 510354 | 860625 | 1320786 | 63301 | 710484 | 13409 | 170276 | 19584 | 1203064 | 12255844 | 173637 | 06459 | 3099321 | 0 | 17389 | 28269585 | 3943754 | 638108 | 633001 | 341192 | 44074 | 79908 | 77012 | 344469 | 5163537 | 102334 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
191 | 524891445 | 107753467 | 12531854 | 991131 | 3108055 | 851594 | 3766466 | 05976 | 33031 | 09734 | 2055744 | 62203 | 04057 | 01803 | 42652 | 00563 | 26706 | 03155 | 28181 | 37512 | 12979 | 1300229 | 47466 | 133431 | 02106 | 25532 | 342724 | 179051 | 1026228 | 2266327 | 511873 | 863958 | 131055 | 636117 | 706522 | 13422 | 171276 | 19552 | 120584 | 12230721 | 174438 | 06498 | 3089009 | 0 | 173104 | 282377 | 3940945 | 638909 | 636108 | 342725 | 44306 | 80112 | 7737 | 346535 | 51751545 | 1026356 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
192 | 570737461 | 107609492 | 12598414 | 99049 | 3272643 | 884648 | 373492 | 05831 | 32006 | 09243 | 1928432 | 61791 | 0404 | 01748 | 42185 | 00563 | 262281 | 02969 | 273462 | 36967 | 12319 | 1257919 | 4629 | 127207 | 02067 | 26783 | 343146 | 175214 | 1048995 | 2285464 | 533653 | 878332 | 1418767 | 625027 | 751191 | 13372 | 163166 | 2095 | 1237579 | 12870654 | 171085 | 06161 | 330876 | 0 | 183909 | 29619866 | 4194125 | 677781 | 625019 | 343147 | 43058 | 84065 | 76737 | 358219 | 52801195 | 1049125 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
193 | 506663906 | 80068726 | 9548708 | 738433 | 2806584 | 728293 | 2598916 | 03819 | 20323 | 05392 | 1183345 | 42814 | 02848 | 01116 | 28563 | 00403 | 174125 | 01697 | 175577 | 25164 | 07141 | 79695 | 29787 | 79926 | 01366 | 22255 | 247046 | 117042 | 809808 | 1686847 | 432682 | 662495 | 12392 | 424055 | 630282 | 09495 | 98729 | 18585 | 958029 | 10611713 | 115231 | 0366 | 2843806 | 0 | 154956 | 24225735 | 356597 | 573795 | 424049 | 247047 | 28102 | 69231 | 53682 | 285878 | 4170426 | 809909 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
194 | 480171445 | 69576348 | 8370623 | 642269 | 2586251 | 661832 | 220862 | 03183 | 16686 | 0422 | 922399 | 36515 | 02434 | 00919 | 24079 | 00347 | 145607 | 01303 | 144681 | 21381 | 05585 | 653064 | 24542 | 63909 | 0114 | 20405 | 213856 | 97785 | 721438 | 1476366 | 393351 | 585182 | 1162833 | 356827 | 582865 | 08181 | 78215 | 17426 | 856089 | 9723127 | 96615 | 02868 | 2647387 | 0 | 143289 | 22132053 | 3302294 | 530364 | 356822 | 213857 | 23198 | 63291 | 45854 | 256768 | 37170735 | 721527 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
195 | 514098984 | 96871152 | 11344727 | 891681 | 2940655 | 801348 | 3429763 | 05357 | 29471 | 08556 | 1746906 | 56795 | 03711 | 01608 | 38924 | 00516 | 241747 | 02739 | 251509 | 33851 | 11406 | 1157638 | 42779 | 116054 | 01905 | 24134 | 311534 | 160058 | 9539 | 2074731 | 481044 | 795604 | 1273647 | 570586 | 677541 | 12208 | 149956 | 1894 | 1119731 | 1160986 | 15629 | 05669 | 2974876 | 0 | 165547 | 26719587 | 3771461 | 609554 | 570578 | 311535 | 39394 | 75588 | 69885 | 324192 | 47869235 | 954016 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
196 | 505305156 | 104993555 | 12215374 | 965783 | 3097526 | 838421 | 369431 | 05878 | 3239 | 09455 | 1984311 | 61266 | 03982 | 01769 | 41816 | 00553 | 26184 | 03057 | 276279 | 37093 | 12625 | 1274303 | 46391 | 12972 | 02064 | 25168 | 334701 | 174157 | 1006782 | 2217034 | 504093 | 846615 | 1269295 | 619169 | 68661 | 13013 | 16574 | 19309 | 1180321 | 11954337 | 169739 | 06282 | 3022668 | 0 | 168233 | 27613621 | 3874032 | 631053 | 61916 | 334702 | 43036 | 79021 | 75446 | 34333 | 50636745 | 1006907 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
197 | 487192578 | 106198789 | 1231932 | 976569 | 3086095 | 83293 | 3746575 | 05997 | 33089 | 09693 | 2040039 | 62181 | 04033 | 01807 | 42449 | 0056 | 266369 | 03141 | 282057 | 37778 | 12951 | 1302141 | 47259 | 132919 | 02101 | 24983 | 337616 | 176823 | 1006779 | 2230274 | 502062 | 850018 | 1239024 | 627797 | 674126 | 13093 | 169571 | 18953 | 1179805 | 11821744 | 172253 | 06436 | 2970399 | 0 | 165316 | 2735584 | 3823971 | 6243 | 627789 | 337617 | 43776 | 78581 | 76293 | 344469 | 5057890 | 1006904 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
198 | 49923582 | 10749124 | 12476774 | 988517 | 3108055 | 841884 | 3768441 | 06027 | 3326 | 09751 | 2057948 | 62493 | 04057 | 01816 | 42675 | 00563 | 267785 | 03161 | 283573 | 37952 | 13025 | 1309041 | 47517 | 133893 | 02112 | 25249 | 340489 | 178235 | 1016675 | 2250172 | 506967 | 857609 | 1261692 | 632913 | 686379 | 1324 | 170809 | 19214 | 119222 | 11993381 | 17364 | 06482 | 3016465 | 0 | 168195 | 27726475 | 3874357 | 631441 | 632904 | 34049 | 44121 | 7932 | 76933 | 346535 | 5112771 | 1016801 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
199 | 530396289 | 106727471 | 12464324 | 982121 | 3272643 | 870772 | 3736779 | 0588 | 32221 | 09259 | 1930509 | 62063 | 0404 | 0176 | 42206 | 00563 | 262964 | 02974 | 27512 | 37381 | 12362 | 1266209 | 46338 | 127645 | 02072 | 26335 | 339601 | 173908 | 1034275 | 2259677 | 525723 | 868034 | 1339966 | 619951 | 717345 | 13083 | 16245 | 20408 | 1215419 | 12466929 | 169747 | 06138 | 3186974 | 0 | 175815 | 28761121 | 4081381 | 66499 | 619942 | 339602 | 42766 | 8276 | 76037 | 358219 | 51954275 | 1034404 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
200 | 455425312 | 78334146 | 9306249 | 722142 | 2806584 | 711532 | 2600539 | 03861 | 2051 | 05405 | 1185156 | 43051 | 02848 | 01127 | 28582 | 00403 | 174719 | 01702 | 177024 | 25525 | 07179 | 804181 | 29829 | 80305 | 01371 | 21691 | 242846 | 115519 | 791115 | 1655562 | 422963 | 650108 | 1145003 | 418067 | 589438 | 09145 | 97945 | 17882 | 931288 | 10120993 | 113626 | 03634 | 2696019 | 0 | 145283 | 23184473 | 3428287 | 557758 | 41806 | 242847 | 27762 | 67661 | 52849 | 285878 | 407508375 | 791213 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
201 | 443417891 | 68103125 | 8172311 | 628496 | 2586251 | 649292 | 2209629 | 03209 | 16803 | 04228 | 923525 | 36663 | 02434 | 00926 | 24091 | 00347 | 145977 | 01306 | 145581 | 21605 | 05609 | 657565 | 24568 | 64147 | 01143 | 20002 | 210893 | 96718 | 707931 | 1454214 | 386455 | 576435 | 1094107 | 352618 | 553628 | 07924 | 77675 | 16906 | 837111 | 9370323 | 95442 | 02851 | 2541038 | 0 | 136387 | 21383855 | 3203644 | 518849 | 352613 | 210894 | 2296 | 6216 | 45267 | 256768 | 3648849 | 708018 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
202 | 506275586 | 96245244 | 11268118 | 885893 | 2940655 | 797535 | 3430027 | 05363 | 29501 | 08558 | 1747201 | 56833 | 03711 | 01609 | 38927 | 00516 | 241844 | 0274 | 251742 | 33909 | 11412 | 1158805 | 42786 | 116122 | 01906 | 24043 | 310858 | 159801 | 950886 | 2069569 | 479431 | 793521 | 1258334 | 569606 | 670326 | 12145 | 149826 | 18808 | 111526 | 11521637 | 155989 | 05664 | 2949321 | 0 | 163923 | 26536577 | 3747289 | 606176 | 569598 | 310859 | 39338 | 7527 | 69745 | 324192 | 47705325 | 951005 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
203 | 547338828 | 105760361 | 12340909 | 973134 | 3097526 | 853094 | 369194 | 05817 | 32116 | 09435 | 1981656 | 60918 | 03982 | 01753 | 41789 | 00553 | 260968 | 03049 | 274159 | 36564 | 1257 | 1263701 | 46329 | 129181 | 02058 | 25622 | 338164 | 175419 | 1022066 | 224258 | 511993 | 85675 | 135402 | 624142 | 72237 | 13323 | 166408 | 19892 | 1202858 | 12380164 | 171091 | 06304 | 3150869 | 0 | 176772 | 28513777 | 3991186 | 643451 | 624133 | 338165 | 43318 | 80226 | 7613 | 34333 | 5161853 | 1022192 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
204 | 53254207 | 10704957 | 12460326 | 984739 | 3086095 | 850888 | 3744009 | 0593 | 32792 | 09672 | 2037167 | 61804 | 04033 | 01789 | 42419 | 0056 | 265426 | 03133 | 279763 | 37206 | 12892 | 1290673 | 47193 | 132324 | 02093 | 25481 | 34127 | 17818 | 1023754 | 2257865 | 510541 | 860838 | 1328636 | 633131 | 713306 | 13433 | 170296 | 1962 | 1204137 | 12288119 | 173712 | 0646 | 3109189 | 0 | 174584 | 28334482 | 3951195 | 638384 | 633122 | 341271 | 44081 | 79921 | 77028 | 344469 | 51686245 | 1023881 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
205 | 515619609 | 107627998 | 12512426 | 989937 | 3108055 | 848181 | 3767542 | 06004 | 33156 | 09743 | 2056946 | 62361 | 04057 | 0181 | 42664 | 00563 | 267455 | 03159 | 282771 | 37751 | 13004 | 130503 | 47494 | 133682 | 02109 | 25435 | 341849 | 178736 | 1022957 | 2260354 | 510072 | 861558 | 1295969 | 634886 | 701008 | 13366 | 171084 | 19456 | 1201267 | 12165701 | 174167 | 06491 | 3068333 | 0 | 17172 | 28089741 | 3921216 | 636421 | 634877 | 34185 | 44235 | 79825 | 77205 | 346535 | 51523755 | 1023086 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
206 | 559155352 | 107678438 | 12602854 | 991097 | 3272643 | 881082 | 373616 | 05864 | 32149 | 09254 | 1929816 | 61972 | 0404 | 01756 | 42199 | 00563 | 262735 | 02972 | 274566 | 37243 | 12348 | 1263435 | 46322 | 127496 | 0207 | 26663 | 3421 | 174831 | 1045125 | 2278138 | 531379 | 875306 | 1398521 | 623552 | 742421 | 13296 | 162955 | 20818 | 1231437 | 12767202 | 170731 | 06154 | 3277265 | 0 | 181828 | 29396121 | 416439 | 674231 | 623543 | 342101 | 42974 | 837 | 76534 | 358219 | 52570925 | 1045256 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
207 | 506870938 | 80356079 | 9587531 | 741122 | 2806584 | 728165 | 2599178 | 03826 | 20353 | 05394 | 1183638 | 42852 | 02848 | 01118 | 28566 | 00403 | 174221 | 01697 | 175811 | 25222 | 07147 | 798117 | 29794 | 79988 | 01367 | 22261 | 247053 | 117049 | 809886 | 1687054 | 432752 | 662563 | 1241587 | 424082 | 631846 | 09503 | 98727 | 18603 | 958509 | 10630759 | 115263 | 0366 | 2848736 | 0 | 155291 | 24260281 | 3570318 | 574108 | 424077 | 247054 | 28103 | 69235 | 53687 | 285878 | 41704265 | 809987 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
208 | 476776602 | 69695103 | 8385077 | 643367 | 2586251 | 660413 | 2208886 | 0319 | 16717 | 04222 | 922697 | 36554 | 02434 | 00921 | 24082 | 00347 | 145705 | 01304 | 144919 | 2144 | 05592 | 654254 | 24549 | 63971 | 01141 | 20373 | 213595 | 97696 | 720109 | 1474549 | 392821 | 584509 | 1161592 | 356457 | 583248 | 0817 | 78156 | 17397 | 855266 | 9725438 | 96542 | 02866 | 2647238 | 0 | 143323 | 22128208 | 3301278 | 530069 | 356452 | 213596 | 23177 | 63218 | 45806 | 256768 | 3708495 | 720199 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
209 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
210 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
211 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
212 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
total | 15714067229 | 2942955836 | 34523952 | 27094175 | 91549482 | 24531355 | 101520281 | 157712 | 861844 | 246051 | 51741275 | 1680449 | 109977 | 47109 | 1142159 | 15352 | 7089862 | 78889 | 7372724 | 1005657 | 327875 | 33865345 | 124571 | 3421284 | 55828 | 741228 | 9317945 | 4721529 | 28775363 | 62283709 | 14706694 | 23988876 | 39068661 | 1687309 | 206461 | 362124 | 4353162 | 586302 | 33867757 | 354224062 | 4615621 | 164092 | 91435955 | 0 | 5059242 | 814519902 | 116029701 | 18778919 | 16872852 | 9317974 | 1157574 | 2320375 | 2078251 | 990182 | 14559761825 | 28778949 |
Day | CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
UNIT | (tonday) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
182 | 550345586 | 107608145 | 12502397 | 989691 | 310828 | 856831 | 3567357 | 05658 | 31135 | 09072 | 1925412 | 59006 | 03847 | 01701 | 40203 | 00538 | 251843 | 0293 | 265952 | 35758 | 12101 | 1225573 | 44545 | 124863 | 01985 | 25582 | 336239 | 174088 | 1017571 | 2232628 | 511447 | 853645 | 1360904 | 619321 | 724954 | 13268 | 164723 | 19963 | 1200083 | 12409099 | 169924 | 06238 | 3161849 | 0 | 177483 | 28549587 | 4000557 | 64479 | 619313 | 33624 | 42945 | 802 | 7563 | 343193 | 51868765 | 1017698 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
183 | 537438633 | 109041016 | 12638774 | 100262 | 3097112 | 855209 | 3615965 | 05772 | 31804 | 09299 | 1979617 | 59866 | 03894 | 01738 | 40789 | 00544 | 256102 | 03011 | 271484 | 36421 | 12412 | 1252267 | 45359 | 12793 | 02019 | 25454 | 339312 | 176817 | 1019732 | 2248136 | 510174 | 857823 | 1335979 | 628221 | 716431 | 13381 | 168547 | 19717 | 120164 | 12325565 | 17253 | 06391 | 3122314 | 0 | 175391 | 28385635 | 396321 | 640107 | 628212 | 339313 | 43698 | 79893 | 76522 | 344328 | 51979475 | 1019861 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
184 | 524297539 | 109431494 | 12669756 | 1006093 | 3119112 | 854717 | 3637993 | 05818 | 32046 | 0936 | 1998384 | 60268 | 03917 | 01752 | 41016 | 00547 | 257721 | 03033 | 273546 | 36738 | 12498 | 126191 | 45626 | 129037 | 02032 | 2545 | 340238 | 17751 | 102049 | 2253131 | 510399 | 859472 | 1307884 | 630517 | 705801 | 13339 | 169436 | 19604 | 1200464 | 12221405 | 173084 | 06426 | 3087361 | 0 | 172953 | 28185151 | 3938969 | 638826 | 630508 | 340239 | 43884 | 79915 | 76767 | 346394 | 51951515 | 1020616 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
185 | 437773125 | 71651963 | 8499877 | 660438 | 2559784 | 654214 | 234319 | 03353 | 17714 | 04555 | 102468 | 38765 | 02574 | 00972 | 25916 | 00364 | 155698 | 01427 | 152824 | 22287 | 0604 | 691445 | 26498 | 69363 | 01221 | 19958 | 219436 | 10265 | 714026 | 1499196 | 390105 | 592737 | 1100361 | 372201 | 558199 | 08232 | 8501 | 1646 | 854921 | 9492202 | 101298 | 0314 | 2551174 | 0 | 13766 | 21673279 | 3218082 | 51996 | 372195 | 219437 | 24518 | 62861 | 47403 | 266018 | 372933275 | 714115 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
186 | 460812227 | 7647417 | 9068168 | 704854 | 2666135 | 685308 | 2398465 | 03567 | 18889 | 04935 | 1114379 | 3971 | 02625 | 0104 | 26224 | 00373 | 160574 | 01558 | 163208 | 23682 | 06556 | 74093 | 27313 | 74439 | 01259 | 20839 | 231264 | 109585 | 758062 | 1579993 | 405349 | 620526 | 1131224 | 396854 | 578962 | 08812 | 92423 | 1735 | 894257 | 982927 | 107805 | 03426 | 2627979 | 0 | 142668 | 22467942 | 3316533 | 536773 | 396848 | 231265 | 26303 | 6482 | 50254 | 269624 | 39305575 | 758156 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
187 | 466855312 | 69961797 | 8376148 | 645492 | 2590594 | 658759 | 2169618 | 0313 | 16352 | 04086 | 917595 | 35933 | 0239 | 00901 | 23586 | 00342 | 142659 | 01264 | 141828 | 21123 | 05415 | 639808 | 23956 | 62852 | 01117 | 20227 | 212105 | 96954 | 714576 | 1464468 | 39038 | 580678 | 1133938 | 353649 | 570182 | 08052 | 77503 | 17219 | 84716 | 9570711 | 95755 | 02842 | 2602123 | 0 | 14042 | 21804966 | 326074 | 525581 | 353644 | 212105 | 2299 | 62815 | 45462 | 25671 | 37080305 | 714664 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
188 | 523926797 | 98123252 | 11448221 | 90285 | 2950578 | 806024 | 3314088 | 05186 | 28463 | 08223 | 1691687 | 54876 | 03587 | 01554 | 37449 | 00502 | 233009 | 02629 | 243179 | 32884 | 10962 | 1118634 | 41122 | 111822 | 01836 | 24168 | 310455 | 159117 | 952362 | 2070222 | 481815 | 794547 | 1291528 | 567256 | 684523 | 12206 | 148622 | 19081 | 1120711 | 11689817 | 155469 | 05615 | 3001324 | 0 | 167308 | 26870459 | 3795227 | 611778 | 567248 | 310456 | 39119 | 75718 | 69562 | 324067 | 48243285 | 952481 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
189 | 546350859 | 107439736 | 12476725 | 988092 | 310828 | 855801 | 3566882 | 05646 | 31079 | 09068 | 1924878 | 58935 | 03847 | 01698 | 40197 | 00538 | 251668 | 02929 | 265526 | 35652 | 1209 | 1223441 | 44532 | 124751 | 01984 | 2554 | 335979 | 17402 | 1016236 | 2230646 | 510745 | 85284 | 1352971 | 619018 | 72213 | 13245 | 164722 | 19913 | 1198262 | 12373021 | 169823 | 06238 | 3150458 | 0 | 176764 | 28472209 | 3990119 | 643592 | 619009 | 33598 | 42931 | 80115 | 75583 | 343193 | 51788525 | 1016362 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
190 | 531243477 | 108574492 | 12577657 | 998272 | 3097112 | 851977 | 3615337 | 05756 | 31731 | 09294 | 197892 | 59775 | 03894 | 01734 | 40781 | 00544 | 255873 | 03009 | 270926 | 36282 | 12398 | 124948 | 45343 | 127785 | 02017 | 25387 | 338992 | 176701 | 1017314 | 2245073 | 50917 | 856676 | 1320973 | 62774 | 709745 | 13323 | 168518 | 19584 | 1198439 | 12241244 | 172288 | 0639 | 3098398 | 0 | 173897 | 28218577 | 3941761 | 637662 | 627731 | 338993 | 43673 | 79751 | 7645 | 344328 | 5182256 | 1017441 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
191 | 524970508 | 109080293 | 12627539 | 1002852 | 3119112 | 853268 | 3637274 | 058 | 31962 | 09354 | 1997575 | 60162 | 03917 | 01747 | 41007 | 00547 | 257455 | 03031 | 272899 | 36577 | 12481 | 1258679 | 45607 | 128874 | 0203 | 25452 | 340515 | 177595 | 1020288 | 2254155 | 510683 | 859993 | 1310739 | 630823 | 705782 | 13336 | 16951 | 19552 | 1201195 | 12216127 | 173083 | 06428 | 3088084 | 0 | 173114 | 28186562 | 3938949 | 638463 | 630814 | 340516 | 43904 | 79955 | 76805 | 346394 | 5194325 | 1020416 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
192 | 570961172 | 108849863 | 12687565 | 1001446 | 3283233 | 886188 | 3613413 | 05669 | 3102 | 08893 | 1873324 | 59876 | 03909 | 01696 | 40637 | 00548 | 253301 | 02854 | 265248 | 36109 | 11861 | 1219671 | 44552 | 122947 | 01995 | 26711 | 341175 | 173911 | 1043625 | 2274608 | 532595 | 874787 | 141898 | 620277 | 750536 | 13295 | 161587 | 2095 | 1233427 | 12857703 | 169873 | 06099 | 3307937 | 0 | 183919 | 29574299 | 4192343 | 677384 | 620268 | 341176 | 42698 | 83924 | 76231 | 358088 | 5297687 | 1043756 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
193 | 507163867 | 81065264 | 9628386 | 7473 | 2812204 | 729916 | 25425 | 03732 | 19798 | 05202 | 1172352 | 41903 | 02785 | 01089 | 27844 | 00396 | 169738 | 0164 | 171168 | 24694 | 06892 | 776299 | 28939 | 78231 | 01331 | 22219 | 246034 | 116361 | 807032 | 1681241 | 432148 | 660647 | 1239423 | 421569 | 630014 | 09456 | 97905 | 18585 | 955898 | 1060692 | 114598 | 03627 | 2843462 | 0 | 155034 | 24204695 | 3565198 | 573603 | 421563 | 246035 | 27913 | 69158 | 53417 | 285795 | 418902575 | 807132 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
194 | 48075875 | 704079 | 8438246 | 649678 | 2590594 | 663229 | 216926 | 03121 | 1631 | 04083 | 917194 | 3588 | 0239 | 00899 | 23581 | 00342 | 142527 | 01263 | 141507 | 21043 | 05406 | 638202 | 23947 | 62767 | 01116 | 20381 | 213227 | 97358 | 71959 | 1472901 | 393028 | 584029 | 1163052 | 355241 | 582733 | 08157 | 77699 | 17426 | 854771 | 9721018 | 96218 | 02848 | 2647207 | 0 | 143368 | 22120122 | 3301873 | 530251 | 355236 | 213228 | 23079 | 63245 | 45685 | 25671 | 373304375 | 719679 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
195 | 514250234 | 97938555 | 11419491 | 901091 | 2950577 | 802572 | 3314836 | 05205 | 2855 | 08229 | 1692527 | 54985 | 03587 | 01559 | 37458 | 00502 | 233285 | 02631 | 243849 | 33051 | 10979 | 1121986 | 41142 | 11199 | 01838 | 24067 | 309651 | 158812 | 948876 | 2064328 | 480031 | 79221 | 1273831 | 566062 | 67689 | 12134 | 148445 | 1894 | 1115749 | 11596826 | 155129 | 05609 | 2974066 | 0 | 165536 | 26675222 | 3769716 | 609171 | 566054 | 309652 | 3905 | 75454 | 69402 | 324067 | 48008575 | 948992 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
196 | 505387695 | 106259365 | 12306235 | 97696 | 310828 | 840006 | 3569312 | 05709 | 31361 | 09089 | 1927599 | 59292 | 03847 | 01715 | 40225 | 00538 | 252561 | 02937 | 267698 | 36194 | 12146 | 1234302 | 44595 | 125307 | 0199 | 25091 | 332582 | 17276 | 1001081 | 2205363 | 502953 | 842812 | 1269477 | 614087 | 685899 | 1293 | 164046 | 19309 | 1175865 | 11940255 | 168439 | 06216 | 3021779 | 0 | 16824 | 27564502 | 3872111 | 630624 | 614079 | 332583 | 42649 | 7887 | 74904 | 343193 | 5081793 | 1001204 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
197 | 487229883 | 107500098 | 12412637 | 988061 | 3097112 | 834552 | 3617882 | 05822 | 32026 | 09315 | 1981765 | 60148 | 03894 | 01751 | 40811 | 00544 | 256807 | 03017 | 273199 | 36849 | 12456 | 1260839 | 45409 | 128377 | 02024 | 24903 | 335408 | 175368 | 1000858 | 2218107 | 500871 | 846053 | 1239199 | 622508 | 673382 | 13007 | 167806 | 18953 | 117516 | 11807014 | 170898 | 06367 | 2969467 | 0 | 16532 | 27304531 | 3821966 | 623853 | 622499 | 335409 | 43374 | 78424 | 75728 | 344328 | 50764745 | 1000983 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
198 | 499280117 | 108814004 | 12571898 | 1000199 | 3119112 | 84354 | 3639248 | 05851 | 32191 | 09371 | 199978 | 60451 | 03917 | 0176 | 4103 | 00547 | 25818 | 03037 | 274662 | 37017 | 12527 | 1267492 | 45659 | 129337 | 02035 | 25169 | 338273 | 176774 | 101072 | 2237961 | 505773 | 853631 | 1261871 | 627602 | 685635 | 13154 | 169038 | 19214 | 1187561 | 11978667 | 17228 | 06413 | 3015536 | 0 | 168202 | 27675078 | 3872352 | 630993 | 627593 | 338274 | 43717 | 79163 | 76367 | 346394 | 51317375 | 1010846 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
199 | 530561562 | 107957803 | 12552368 | 992981 | 3283233 | 87229 | 3615271 | 05717 | 31235 | 08908 | 1875401 | 60148 | 03909 | 01709 | 40658 | 00548 | 253982 | 02859 | 266907 | 36522 | 11904 | 1227961 | 446 | 123384 | 02 | 26262 | 337616 | 172598 | 1028883 | 2248752 | 524659 | 864469 | 1340166 | 615175 | 716681 | 13005 | 160862 | 20408 | 1211242 | 12453776 | 168528 | 06075 | 3186141 | 0 | 175822 | 28715171 | 4079582 | 664589 | 615166 | 337618 | 42404 | 82619 | 75528 | 358088 | 5212733 | 1029012 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
200 | 455853828 | 7931667 | 93846 | 730882 | 2812204 | 71313 | 2544122 | 03774 | 19985 | 05216 | 1174162 | 4214 | 02785 | 011 | 27863 | 00396 | 170332 | 01645 | 172614 | 25055 | 0693 | 783529 | 28981 | 78611 | 01336 | 21654 | 24182 | 11483 | 788314 | 1649881 | 422421 | 648239 | 1145206 | 415553 | 58916 | 09106 | 97111 | 17882 | 92913 | 10116039 | 112985 | 03602 | 2695664 | 0 | 145357 | 2316293 | 3427494 | 557562 | 415548 | 24182 | 27572 | 67587 | 52581 | 285795 | 40933975 | 788412 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
201 | 443959492 | 68923154 | 8238903 | 635802 | 2590594 | 650676 | 2170269 | 03147 | 16427 | 04092 | 918321 | 36028 | 0239 | 00906 | 23593 | 00342 | 142897 | 01266 | 142407 | 21267 | 0543 | 642702 | 23973 | 63005 | 01118 | 19979 | 210256 | 96286 | 706068 | 1450708 | 386127 | 575268 | 1094315 | 351016 | 55349 | 079 | 77153 | 16906 | 835777 | 9368105 | 95041 | 0283 | 2540853 | 0 | 136464 | 21371643 | 3203213 | 518734 | 351012 | 210257 | 2284 | 62113 | 45097 | 25671 | 366466925 | 706156 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
202 | 506423203 | 97306289 | 11342378 | 895246 | 2950578 | 79876 | 33151 | 05212 | 2858 | 08231 | 1692819 | 55024 | 03587 | 01561 | 37461 | 00502 | 233381 | 02632 | 244082 | 3311 | 10985 | 1123153 | 41149 | 112058 | 01838 | 23976 | 308973 | 158553 | 94586 | 2059155 | 478417 | 790123 | 1258522 | 565078 | 669674 | 1207 | 148313 | 18808 | 1111272 | 11508597 | 154828 | 05605 | 2948513 | 0 | 163911 | 26492124 | 3745542 | 605793 | 56507 | 308974 | 38993 | 75136 | 69262 | 324067 | 47844705 | 945979 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
203 | 547465781 | 107036797 | 12432935 | 984409 | 310828 | 854689 | 3566939 | 05647 | 31086 | 09069 | 1924944 | 58944 | 03847 | 01699 | 40198 | 00538 | 251689 | 02929 | 265577 | 35665 | 12091 | 1223699 | 44534 | 124767 | 01984 | 25546 | 336056 | 174028 | 1016385 | 2230966 | 510859 | 852962 | 1354217 | 619082 | 721664 | 1324 | 164722 | 19892 | 1198422 | 12366207 | 169797 | 06238 | 3149984 | 0 | 176781 | 28464958 | 3989279 | 643025 | 619074 | 336057 | 42933 | 80076 | 7559 | 343193 | 51800855 | 1016511 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
204 | 532626055 | 108359941 | 1255475 | 996315 | 3097112 | 852527 | 3615315 | 05755 | 31729 | 09294 | 1978892 | 59771 | 03894 | 01733 | 40781 | 00544 | 255864 | 03009 | 270904 | 36277 | 12397 | 1249371 | 45342 | 127781 | 02017 | 25402 | 339072 | 176731 | 1017856 | 2245757 | 509357 | 856891 | 1328824 | 627864 | 712568 | 13347 | 168539 | 1962 | 1199515 | 12273542 | 172364 | 06391 | 3108267 | 0 | 174592 | 28283545 | 3949206 | 637939 | 627856 | 339073 | 43681 | 79765 | 76466 | 344328 | 5187411 | 1017984 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
205 | 515687812 | 108950957 | 12607778 | 1001624 | 3119112 | 849856 | 3638351 | 05828 | 32087 | 09363 | 1998777 | 6032 | 03917 | 01754 | 4102 | 00547 | 25785 | 03034 | 27386 | 36817 | 12506 | 1263481 | 45635 | 129125 | 02033 | 25355 | 339638 | 177278 | 1017015 | 224817 | 50888 | 857588 | 1296155 | 629587 | 700267 | 1328 | 169317 | 19456 | 1196616 | 12151095 | 172811 | 06422 | 3067405 | 0 | 17173 | 28038574 | 3919215 | 635975 | 629578 | 339639 | 43832 | 79668 | 76639 | 346394 | 5171572 | 1017142 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
206 | 559365742 | 108920059 | 12692112 | 1002062 | 3283233 | 882623 | 3614648 | 05701 | 31163 | 08903 | 1874705 | 60057 | 03909 | 01704 | 40651 | 00548 | 253754 | 02857 | 266352 | 36384 | 11889 | 1225186 | 44584 | 123236 | 01998 | 26592 | 340126 | 173526 | 1039753 | 2267264 | 53032 | 871758 | 1398732 | 618797 | 741763 | 13219 | 161374 | 20818 | 1227278 | 12754191 | 169517 | 06092 | 327644 | 0 | 181838 | 29350454 | 416261 | 673834 | 618788 | 340127 | 42613 | 8356 | 76027 | 358088 | 5274666 | 1039882 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
207 | 507372734 | 8135666 | 9667616 | 750024 | 2812204 | 729794 | 2542762 | 03739 | 19828 | 05205 | 1172643 | 41941 | 02785 | 0109 | 27847 | 00396 | 169834 | 01641 | 171401 | 24753 | 06898 | 777465 | 28946 | 78294 | 01332 | 22225 | 246041 | 116369 | 80711 | 1681456 | 432219 | 660718 | 1241812 | 421599 | 631578 | 09464 | 97904 | 18603 | 956381 | 10625994 | 114631 | 03627 | 2848392 | 0 | 155368 | 24239277 | 3569548 | 573916 | 421593 | 246042 | 27915 | 69161 | 53422 | 285795 | 418907975 | 807211 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
208 | 477357266 | 70527383 | 845277 | 650783 | 2590594 | 661812 | 2169527 | 03128 | 16341 | 04085 | 917493 | 35919 | 0239 | 00901 | 23585 | 00342 | 142625 | 01263 | 141745 | 21102 | 05412 | 639393 | 23954 | 62828 | 01116 | 2035 | 212966 | 97268 | 718259 | 1471079 | 392498 | 583355 | 116181 | 354871 | 583115 | 08146 | 7764 | 17397 | 853948 | 9723323 | 96145 | 02846 | 264706 | 0 | 143402 | 22116257 | 3300857 | 529956 | 354866 | 212966 | 23057 | 63172 | 45638 | 25671 | 37244745 | 71835 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
209 | 493879023 | 97750146 | 11382499 | 899234 | 2950577 | 794794 | 3316314 | 05244 | 28721 | 08241 | 1694174 | 55201 | 03587 | 01569 | 37475 | 00502 | 233825 | 02636 | 245164 | 3338 | 11013 | 1128563 | 4118 | 11233 | 01842 | 23848 | 308 | 158231 | 941328 | 2052231 | 476285 | 787461 | 1235654 | 563737 | 661815 | 11993 | 148141 | 18673 | 110552 | 11418068 | 154535 | 05599 | 2918821 | 0 | 161856 | 26288225 | 3719234 | 603418 | 563729 | 308001 | 38919 | 74874 | 69082 | 324067 | 4750861 | 941445 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
210 | 501601797 | 106766592 | 12363163 | 98161 | 310828 | 837056 | 3570248 | 05733 | 31469 | 09097 | 1928644 | 59429 | 03847 | 01721 | 40236 | 00538 | 252905 | 0294 | 268534 | 36402 | 12168 | 1238481 | 4462 | 125539 | 01993 | 25052 | 332394 | 172695 | 999385 | 2203632 | 502447 | 842257 | 1266022 | 613797 | 684529 | 1291 | 164011 | 19257 | 1174648 | 11926206 | 168402 | 06215 | 3017098 | 0 | 167892 | 27530923 | 3867845 | 629654 | 613788 | 332395 | 42633 | 78788 | 74864 | 343193 | 50673465 | 999509 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
211 | 499065391 | 1080754 | 12491169 | 993448 | 3097112 | 838422 | 3617741 | 05818 | 32009 | 09314 | 1981601 | 60127 | 03894 | 0175 | 40809 | 00544 | 256754 | 03017 | 273069 | 36816 | 12453 | 1260192 | 45405 | 128356 | 02024 | 25033 | 336342 | 175714 | 1005075 | 2225249 | 503128 | 848925 | 1262951 | 62386 | 684556 | 13092 | 167969 | 19123 | 1181768 | 1194052 | 171272 | 06372 | 3008639 | 0 | 16793 | 27580256 | 3858219 | 627769 | 623851 | 336343 | 4345 | 78764 | 75918 | 344328 | 5101658 | 1005201 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
212 | 510059453 | 108986191 | 1260348 | 1001878 | 3119112 | 847428 | 3638601 | 05834 | 32116 | 09365 | 1999056 | 60356 | 03917 | 01756 | 41023 | 00547 | 257942 | 03035 | 274084 | 36873 | 12512 | 1264602 | 45642 | 129189 | 02033 | 25287 | 339179 | 1771 | 1014762 | 2244555 | 507774 | 85619 | 1282462 | 628914 | 693614 | 1323 | 169223 | 19361 | 1193048 | 12073188 | 172611 | 06419 | 3044861 | 0 | 170169 | 27880522 | 3899013 | 633856 | 628905 | 33918 | 43792 | 79466 | 76542 | 346394 | 5157857 | 1014889 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
1575032492 | 3008455449 | 351116241 | 27682287 | 92299436 | 24715968 | 99267828 | 155072 | 845207 | 239811 | 512493 | 1645236 | 107479 | 46259 | 1111954 | 1509 | 6922635 | 76963 | 7235403 | 992784 | 319808 | 33228736 | 1212689 | 3359175 | 54493 | 743159 | 9349364 | 4737588 | 28828492 | 62511012 | 14763057 | 2407931 | 39179182 | 16921876 | 20706272 | 363329 | 4367819 | 588024 | 33990128 | 355575715 | 4631961 | 164646 | 91728656 | 0 | 5080389 | 817447675 | 116450563 | 18849431 | 16921638 | 9349393 | 1161079 | 232903 | 2084828 | 9959974 | 14719855875 | 28832085 |
Day | CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
UNIT | (tonday) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
182 | 527521289 | 104187705 | 12096017 | 95816 | 2916008 | 843671 | 4167513 | 05895 | 3271 | 09609 | 1985614 | 67723 | 04539 | 01768 | 48289 | 00617 | 288101 | 03065 | 278758 | 36556 | 1268 | 1275076 | 51515 | 131479 | 02273 | 25075 | 337565 | 175434 | 993582 | 2229801 | 50918 | 856529 | 1353648 | 623222 | 720678 | 13149 | 166413 | 18945 | 119824 | 12369397 | 171206 | 06304 | 3144352 | 0 | 176114 | 28465674 | 3984323 | 641234 | 623213 | 337566 | 43272 | 80196 | 76002 | 347433 | 51099815 | 993707 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
183 | 516131016 | 10563458 | 12237189 | 971244 | 2904136 | 842359 | 4225359 | 06016 | 33424 | 0985 | 2041453 | 68736 | 04596 | 01806 | 49006 | 00624 | 292997 | 0315 | 284641 | 37257 | 13009 | 1303341 | 52451 | 134711 | 02313 | 2499 | 340949 | 178289 | 997305 | 2247655 | 508591 | 861603 | 1329856 | 632622 | 712877 | 13274 | 170318 | 18739 | 1201132 | 12297847 | 173919 | 0646 | 3108173 | 0 | 174193 | 28330491 | 3951694 | 637453 | 632614 | 34095 | 44055 | 79982 | 7696 | 348596 | 51223245 | 997429 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
184 | 503450664 | 106042188 | 12271257 | 974882 | 2924994 | 841786 | 425044 | 06064 | 33675 | 09914 | 2060127 | 69181 | 04623 | 0182 | 49274 | 00628 | 2948 | 03173 | 286774 | 37578 | 13098 | 1313258 | 52754 | 135841 | 02327 | 24987 | 341892 | 17899 | 998159 | 2252749 | 508832 | 863277 | 1302012 | 634953 | 702371 | 13233 | 171216 | 18626 | 1200029 | 12194872 | 174479 | 06495 | 3073632 | 0 | 171785 | 28132668 | 3927747 | 63619 | 634944 | 341893 | 44243 | 80006 | 77209 | 35068 | 51189375 | 998281 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
185 | 412640312 | 68845259 | 8147964 | 634411 | 2409311 | 641414 | 2740057 | 03459 | 18482 | 04837 | 1043001 | 44355 | 03036 | 01 | 31243 | 00417 | 178836 | 01486 | 15917 | 22469 | 06307 | 71325 | 30963 | 72514 | 01405 | 19276 | 218121 | 102629 | 684281 | 1479467 | 383548 | 588276 | 1089621 | 37107 | 55067 | 0805 | 85518 | 15417 | 843984 | 9385507 | 101387 | 03162 | 2517846 | 0 | 135598 | 21423406 | 3175189 | 511009 | 371065 | 218121 | 2451 | 62264 | 47169 | 269326 | 3656006 | 684366 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
186 | 433033164 | 73375015 | 867765 | 676099 | 2507971 | 671238 | 281798 | 03669 | 19663 | 05239 | 1125698 | 45582 | 03115 | 01067 | 31891 | 00429 | 18506 | 01619 | 169581 | 23769 | 06841 | 762396 | 3207 | 7744 | 01454 | 20091 | 229999 | 109689 | 725827 | 1559375 | 398227 | 615963 | 1119706 | 396025 | 570644 | 0862 | 93147 | 16195 | 882599 | 971358 | 108043 | 03457 | 2591316 | 0 | 140381 | 22197629 | 3269388 | 526941 | 396019 | 229999 | 26328 | 64165 | 50043 | 273629 | 38495705 | 725918 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
187 | 436329062 | 66922847 | 7985676 | 617234 | 2439078 | 644435 | 2547927 | 03206 | 16962 | 04337 | 923902 | 41163 | 02833 | 00921 | 2868 | 00392 | 164437 | 01311 | 146909 | 21092 | 05635 | 65571 | 28191 | 65259 | 0129 | 19397 | 210028 | 96685 | 679347 | 1438193 | 381735 | 573865 | 1120289 | 351393 | 560384 | 07834 | 77932 | 16007 | 832386 | 9428972 | 95666 | 02862 | 2558507 | 0 | 137795 | 21471216 | 3203411 | 513796 | 351388 | 210028 | 22924 | 61948 | 45072 | 260426 | 362687875 | 679432 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
188 | 501372383 | 95002676 | 11072416 | 874043 | 2768458 | 793734 | 3877832 | 054 | 29896 | 08711 | 1749341 | 63047 | 04237 | 01614 | 45048 | 00576 | 266934 | 02751 | 254808 | 33581 | 11483 | 116314 | 47645 | 117959 | 02106 | 23658 | 311449 | 160278 | 928444 | 2065771 | 479206 | 796619 | 1284231 | 57049 | 680104 | 12084 | 15013 | 18094 | 1118042 | 11645947 | 156587 | 05675 | 2982958 | 0 | 165942 | 26774353 | 3777099 | 60786 | 570481 | 31145 | 39399 | 75651 | 69859 | 328078 | 4754195 | 928561 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
189 | 523637695 | 104034453 | 12072527 | 956702 | 2916008 | 842744 | 4167044 | 05883 | 32656 | 09606 | 1985091 | 67655 | 04539 | 01764 | 48284 | 00617 | 287929 | 03064 | 27834 | 36452 | 12669 | 1272988 | 51503 | 131369 | 02272 | 25034 | 337313 | 175369 | 992318 | 2227886 | 508499 | 855748 | 1345992 | 62293 | 717929 | 13127 | 166414 | 18898 | 119647 | 12334379 | 171111 | 06304 | 3133279 | 0 | 175412 | 28390537 | 3974153 | 640067 | 622921 | 337314 | 43259 | 80114 | 75957 | 347433 | 51024665 | 992444 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
190 | 510116523 | 105199639 | 12180325 | 967191 | 2904136 | 839198 | 4224749 | 06001 | 33353 | 09845 | 2040769 | 68646 | 04596 | 01802 | 48999 | 00624 | 292772 | 03148 | 284094 | 3712 | 12995 | 1300601 | 52435 | 134568 | 02311 | 24926 | 340637 | 178174 | 995043 | 2244696 | 507615 | 860476 | 1315009 | 632154 | 706271 | 13217 | 170289 | 18612 | 1197995 | 12214474 | 173678 | 06459 | 3084567 | 0 | 172719 | 28165559 | 3930524 | 635055 | 632145 | 340638 | 44031 | 79843 | 76889 | 348596 | 5106909 | 995166 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
191 | 503891562 | 105700977 | 12230387 | 971735 | 2924994 | 840322 | 4249734 | 06046 | 33593 | 09908 | 2059337 | 69077 | 04623 | 01816 | 49265 | 00628 | 29454 | 0317 | 286142 | 3742 | 13082 | 1310098 | 52735 | 135682 | 02325 | 24989 | 342152 | 17907 | 997955 | 2253701 | 509089 | 863755 | 1304632 | 635239 | 702278 | 1323 | 171288 | 18576 | 1200693 | 12188588 | 174473 | 06498 | 3074044 | 0 | 171926 | 28131846 | 3927404 | 635797 | 63523 | 342154 | 44262 | 80042 | 77244 | 35068 | 51178825 | 998079 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
192 | 544858086 | 105312734 | 12261509 | 968791 | 3082353 | 871822 | 4221925 | 05895 | 3254 | 09418 | 1931802 | 68663 | 04611 | 01759 | 48831 | 00628 | 289827 | 02983 | 277625 | 36816 | 12417 | 1266768 | 51581 | 129416 | 02285 | 26099 | 341898 | 175032 | 1015488 | 2266757 | 528848 | 875917 | 1409757 | 623227 | 74485 | 13146 | 163151 | 19814 | 1228818 | 1279431 | 170967 | 06161 | 3283715 | 0 | 182207 | 29432878 | 4166435 | 671874 | 623218 | 341899 | 4297 | 83736 | 76476 | 362433 | 52152005 | 1015614 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
193 | 476778438 | 77749429 | 9209822 | 71653 | 2644341 | 714915 | 2986949 | 0384 | 20618 | 05523 | 1184799 | 4813 | 03304 | 01118 | 3385 | 00455 | 195686 | 01705 | 177915 | 24792 | 07193 | 799032 | 33978 | 81425 | 01538 | 21429 | 244699 | 116469 | 772873 | 1659478 | 424661 | 655869 | 1226457 | 42068 | 620931 | 09251 | 98658 | 17364 | 943539 | 1048174 | 11484 | 0366 | 2803787 | 0 | 152545 | 23913462 | 3514915 | 563255 | 420673 | 2447 | 27938 | 68472 | 53193 | 289938 | 4102799 | 77297 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
194 | 449196914 | 6732082 | 8041113 | 620969 | 2439078 | 64876 | 2547578 | 03197 | 16921 | 04334 | 923512 | 41112 | 02833 | 00919 | 28676 | 00392 | 164308 | 01309 | 146596 | 21014 | 05627 | 654148 | 28182 | 65177 | 01289 | 1954 | 211103 | 97073 | 683947 | 1446197 | 384249 | 577074 | 1148655 | 352918 | 572572 | 07935 | 78124 | 16201 | 839693 | 9574733 | 96115 | 02868 | 2602206 | 0 | 140654 | 21776494 | 3243127 | 51826 | 352913 | 211104 | 2301 | 62359 | 45286 | 260426 | 36511305 | 684033 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
195 | 492119414 | 94837139 | 11046455 | 872464 | 2768458 | 790245 | 3878569 | 05419 | 29981 | 08717 | 1750161 | 63155 | 04237 | 01619 | 45056 | 00576 | 267203 | 02753 | 255463 | 33744 | 115 | 1166415 | 47664 | 118123 | 02108 | 23562 | 310663 | 159977 | 925157 | 2060046 | 477474 | 794333 | 1266519 | 569321 | 672527 | 12013 | 149954 | 17957 | 111318 | 11553611 | 156247 | 05669 | 2955917 | 0 | 164188 | 26580769 | 3751902 | 605308 | 569313 | 310664 | 39332 | 75391 | 69701 | 328078 | 47305865 | 925272 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
196 | 484653867 | 10296874 | 11918015 | 946649 | 2916008 | 826995 | 4169432 | 05945 | 32932 | 09625 | 198776 | 68005 | 04539 | 01781 | 48312 | 00617 | 288806 | 03071 | 280473 | 36984 | 12725 | 1283649 | 51565 | 131915 | 02279 | 24608 | 334006 | 174135 | 978106 | 2203459 | 500962 | 84597 | 1263255 | 618126 | 682209 | 12818 | 165747 | 1832 | 1174615 | 11907894 | 169742 | 06282 | 3006566 | 0 | 167021 | 27497097 | 3858349 | 627449 | 618117 | 334007 | 42983 | 789 | 75296 | 347433 | 5005759 | 978228 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
197 | 468224805 | 104244414 | 12032341 | 958103 | 2904137 | 821897 | 422726 | 06066 | 33644 | 09866 | 2043577 | 69014 | 04596 | 01819 | 49028 | 00624 | 293694 | 03156 | 286336 | 37679 | 13053 | 1311811 | 52501 | 135152 | 02318 | 24466 | 337149 | 17687 | 979621 | 2218662 | 499595 | 850125 | 1234175 | 62706 | 670483 | 12907 | 169587 | 18011 | 1175305 | 11787462 | 172309 | 06436 | 2957863 | 0 | 16429 | 27267686 | 3813175 | 621633 | 627051 | 33715 | 43739 | 7855 | 76188 | 348596 | 5001863 | 979742 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
198 | 479718555 | 105501494 | 12184573 | 969713 | 2924994 | 830722 | 4251681 | 06096 | 33818 | 09924 | 2061509 | 69362 | 04623 | 01829 | 49288 | 00628 | 295254 | 03177 | 287877 | 37853 | 13127 | 1318775 | 52786 | 136138 | 0233 | 24722 | 339983 | 17827 | 989069 | 223816 | 504376 | 857595 | 1256544 | 632121 | 682547 | 13052 | 170824 | 18256 | 1187483 | 11956486 | 173687 | 06482 | 3003143 | 0 | 167123 | 27632395 | 3862603 | 628598 | 632112 | 339984 | 44081 | 79275 | 7682 | 35068 | 50560935 | 989193 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
199 | 507036484 | 104535312 | 12142426 | 961406 | 3082353 | 858174 | 4223745 | 05942 | 3275 | 09433 | 1933838 | 6893 | 04611 | 01771 | 48852 | 00628 | 290496 | 02989 | 279251 | 37221 | 12459 | 1274894 | 51628 | 129845 | 0229 | 25677 | 338464 | 173757 | 100186 | 2242014 | 521251 | 865957 | 1332349 | 6183 | 711733 | 12865 | 162439 | 19304 | 1207363 | 12399872 | 169653 | 06138 | 3164822 | 0 | 174296 | 28594998 | 4056819 | 659559 | 618291 | 338465 | 42685 | 82476 | 75798 | 362433 | 51316645 | 1001985 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
200 | 4291425 | 76164351 | 8988975 | 701649 | 2644341 | 69841 | 2988514 | 03881 | 208 | 05536 | 1186551 | 48359 | 03304 | 01128 | 33869 | 00455 | 196261 | 0171 | 179314 | 25141 | 07229 | 806025 | 34018 | 81792 | 01542 | 20903 | 240651 | 114987 | 755704 | 1629651 | 415406 | 643947 | 1134162 | 414897 | 581117 | 08912 | 97879 | 16707 | 917784 | 10004016 | 113266 | 03634 | 2660045 | 0 | 143129 | 22901084 | 3381587 | 547889 | 414891 | 240652 | 27609 | 6696 | 5239 | 289938 | 40087695 | 755798 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
201 | 414913398 | 65957471 | 7858538 | 608232 | 2439078 | 636319 | 2548572 | 03223 | 17036 | 04342 | 924622 | 41258 | 02833 | 00925 | 28687 | 00392 | 164673 | 01313 | 147484 | 21235 | 0565 | 658584 | 28208 | 65411 | 01292 | 19164 | 208241 | 96034 | 671511 | 1425056 | 37767 | 568637 | 108115 | 348847 | 544025 | 07686 | 77587 | 15712 | 821387 | 923062 | 94962 | 02851 | 2498573 | 0 | 133927 | 21047625 | 3147417 | 507205 | 348842 | 208242 | 22779 | 61267 | 4472 | 260426 | 358340475 | 671595 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
202 | 484641602 | 94245527 | 10974386 | 866995 | 2768458 | 786479 | 3878844 | 05426 | 30012 | 08719 | 1750471 | 63195 | 04237 | 01621 | 45059 | 00576 | 267304 | 02754 | 255709 | 33806 | 11506 | 1167649 | 47671 | 118194 | 02108 | 23475 | 310002 | 159724 | 922319 | 2055047 | 47591 | 792294 | 1251418 | 568361 | 665434 | 11951 | 149825 | 17832 | 110881 | 11466925 | 155951 | 05664 | 2930829 | 0 | 162593 | 26401084 | 3728215 | 602018 | 568353 | 310003 | 39276 | 75082 | 69565 | 328078 | 4714359 | 922434 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
203 | 524579883 | 103643984 | 12030052 | 953135 | 2916008 | 841569 | 4167108 | 05885 | 32664 | 09606 | 1985165 | 67664 | 04539 | 01765 | 48285 | 00617 | 287954 | 03064 | 278399 | 36466 | 12671 | 127328 | 51504 | 131387 | 02272 | 2504 | 337379 | 175373 | 992427 | 222814 | 50859 | 855841 | 1346991 | 622978 | 717404 | 13121 | 166412 | 18877 | 119658 | 1232666 | 171078 | 06304 | 3132526 | 0 | 175415 | 2838125 | 3973052 | 63948 | 622969 | 33738 | 4326 | 80072 | 75962 | 347433 | 51032785 | 992551 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
204 | 511148203 | 104983652 | 12156962 | 96522 | 2904136 | 83969 | 4224742 | 06 | 33352 | 09845 | 2040759 | 68645 | 04596 | 01802 | 48999 | 00624 | 29277 | 03148 | 284088 | 37119 | 12995 | 1300573 | 52435 | 134568 | 02311 | 24937 | 340702 | 1782 | 995457 | 2245244 | 507761 | 860647 | 1322636 | 632255 | 708996 | 1324 | 170309 | 18644 | 1198981 | 12245485 | 17375 | 0646 | 3094034 | 0 | 17339 | 28227639 | 3937558 | 635277 | 632246 | 340703 | 44037 | 79851 | 76903 | 348596 | 51117265 | 995579 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
205 | 494995859 | 105593164 | 12213384 | 970708 | 2924994 | 836909 | 4250807 | 06073 | 33717 | 09917 | 2060536 | 69234 | 04623 | 01823 | 49278 | 00628 | 294934 | 03174 | 287099 | 37659 | 13107 | 1314885 | 52763 | 135933 | 02328 | 24896 | 341294 | 178758 | 994849 | 2247889 | 507336 | 861401 | 1290197 | 63403 | 696845 | 13174 | 171097 | 18484 | 1196221 | 12124623 | 174204 | 06491 | 3053715 | 0 | 170566 | 27986409 | 3908074 | 633372 | 634021 | 341295 | 44191 | 7976 | 77082 | 35068 | 5095164 | 994974 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
206 | 533839492 | 105399277 | 12268152 | 969559 | 3082353 | 868282 | 4223143 | 05927 | 32681 | 09428 | 1933169 | 68842 | 04611 | 01767 | 48845 | 00628 | 290276 | 02987 | 278716 | 37088 | 12445 | 1272224 | 51613 | 129701 | 02289 | 25984 | 340876 | 174655 | 1011827 | 2259645 | 526642 | 872963 | 1389777 | 621783 | 73623 | 13072 | 16294 | 19688 | 1222822 | 1269275 | 170617 | 06154 | 325282 | 0 | 180165 | 29213418 | 4137359 | 668422 | 621774 | 340877 | 42887 | 8338 | 76277 | 362433 | 51923385 | 1011953 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
207 | 476864883 | 78021787 | 9246307 | 719074 | 264434 | 714709 | 29872 | 03847 | 20648 | 05525 | 1185081 | 48167 | 03304 | 01119 | 33853 | 00455 | 195779 | 01706 | 178141 | 24848 | 07199 | 800158 | 33984 | 81486 | 01538 | 21434 | 244698 | 116473 | 772916 | 1659636 | 424712 | 655914 | 1228626 | 420697 | 622412 | 09258 | 98655 | 17381 | 943971 | 10499733 | 114868 | 0366 | 2808427 | 0 | 152862 | 23945813 | 3518981 | 563534 | 420692 | 244699 | 27939 | 68471 | 53196 | 289938 | 410243825 | 773013 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
208 | 445999766 | 67436274 | 8055095 | 622036 | 2439078 | 647313 | 2547833 | 03203 | 16951 | 04336 | 923798 | 41149 | 02833 | 0092 | 28679 | 00392 | 164402 | 0131 | 146825 | 21071 | 05632 | 655291 | 28189 | 65236 | 0129 | 19511 | 210848 | 96985 | 682725 | 144446 | 383743 | 576418 | 1147303 | 352557 | 572922 | 07924 | 78064 | 16174 | 8389 | 957679 | 96043 | 02866 | 2601999 | 0 | 140683 | 21772288 | 324213 | 517981 | 352552 | 210848 | 22989 | 62288 | 45239 | 260426 | 36424665 | 68281 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
209 | 472785469 | 94697012 | 11016262 | 871061 | 2768458 | 782554 | 3880029 | 05457 | 3015 | 08729 | 1751794 | 63369 | 04237 | 01629 | 45073 | 00576 | 267739 | 02758 | 256767 | 3407 | 11533 | 1172938 | 47702 | 118459 | 02112 | 23355 | 309061 | 15941 | 918105 | 2048412 | 473864 | 789717 | 1228873 | 567064 | 657733 | 11875 | 149655 | 17703 | 1103238 | 11378469 | 155665 | 05659 | 29018 | 0 | 160579 | 26201936 | 370263 | 599743 | 567056 | 309062 | 39205 | 74827 | 69392 | 328078 | 46811125 | 918219 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
210 | 481044219 | 103465703 | 11973818 | 951203 | 2916008 | 82403 | 4170384 | 0597 | 33042 | 09633 | 198882 | 68144 | 04539 | 01787 | 48323 | 00617 | 289155 | 03074 | 281319 | 37195 | 12746 | 1287882 | 51589 | 132149 | 02281 | 24572 | 33382 | 17407 | 976532 | 2201805 | 500478 | 845425 | 1259823 | 61784 | 680867 | 12798 | 165711 | 18271 | 1173432 | 11894218 | 169705 | 06281 | 3002022 | 0 | 166683 | 27464414 | 3854222 | 626511 | 617832 | 333821 | 42967 | 78818 | 75257 | 347433 | 49911685 | 976655 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
211 | 479501172 | 104780957 | 12105438 | 963125 | 2904136 | 825715 | 4227133 | 06062 | 33629 | 09865 | 2043438 | 68995 | 04596 | 01818 | 49026 | 00624 | 293649 | 03156 | 286225 | 37652 | 1305 | 1311259 | 52498 | 135136 | 02317 | 2459 | 338057 | 177207 | 983584 | 2225571 | 501779 | 852924 | 1257601 | 628373 | 681487 | 12991 | 169748 | 18172 | 1181753 | 11918835 | 172677 | 06441 | 2996377 | 0 | 166857 | 2753863 | 3848744 | 625447 | 628365 | 338058 | 43813 | 78881 | 76372 | 348596 | 5026754 | 983707 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
212 | 489967422 | 105643008 | 12211602 | 971102 | 2924994 | 834542 | 4251039 | 0608 | 33744 | 09919 | 2060797 | 69268 | 04623 | 01824 | 4928 | 00628 | 29502 | 03175 | 287309 | 37711 | 13112 | 1315934 | 52769 | 135992 | 02328 | 24834 | 340863 | 178589 | 992845 | 2244516 | 506305 | 860082 | 1276818 | 633396 | 69037 | 13126 | 171006 | 18396 | 1192815 | 12048998 | 174011 | 06488 | 3031837 | 0 | 169049 | 27833271 | 3888593 | 631364 | 633387 | 340864 | 44153 | 79569 | 76991 | 35068 | 50818255 | 992968 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
15010134101 | 2907447588 | 338906633 | 26749425 | 86653198 | 24300952 | 116121122 | 161073 | 886044 | 254096 | 52666292 | 1887825 | 126966 | 47921 | 1339128 | 17312 | 7931596 | 80409 | 7568148 | 1010458 | 334775 | 34482032 | 140709 | 3529457 | 62521 | 725221 | 9364562 | 4766655 | 28009183 | 62249139 | 14646134 | 24095161 | 38918082 | 16994929 | 205379 | 358933 | 4410037 | 555377 | 3383826 | 353637793 | 4660906 | 166325 | 91011697 | 0 | 5030087 | 813094019 | 115656819 | 18679581 | 16994688 | 936459 | 1168126 | 2322596 | 2090508 | 10087629 | 14479505425 | 28012676 |
Outline
1 Onroad Mobile Emissions Updates- Average Speed Fractions by Distribution (ASD)- NOx Humidity Corrections
2 New PostgreSQLPostGIS Surrogates Tool Development- Computationally optimized (Faster and Less memory usage)
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 3
Creating Onroad Emissions using SMOKE-MOVES
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 4
Background on Speeds in MOVES and SMOKE-MOVES
bull Speed impacts emission rates and is relevant to MOVES rate-per-distance (RPD) processes
bull Vehicle-miles-traveled (VMT) are used for activity data
bull RPD emissions = RPD emission factor VMT
bull SMOKE-MOVES interpolates between two speed bin MOVES emission factors to estimate the factor for a specific speed value
bull Alternatively MOVES inventory mode uses average speed distributions (ASD) to compute emissions as a weighted sum across all speed bins
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 5
Speed Bin Min Speed Max Speed
1 0 25
2 25 75
3 75 125
4 125 175
5 175 225
6 225 275
7 275 325
8 325 375
9 375 425
10 425 475
11 475 525
12 525 575
13 575 625
14 625 675
15 675 725
16 725
Examples of Average Speed Distributions
bull Two counties ASD for weekdays at 400pm
bull Example 1 Spread-out ASD vs 2682mph bull MOVES inventory mode would apply emissions
rates from all speed bins and sum the emissionsbull SMOKE-MOVES would interpolate between
emissions factors from two speed binsbull Different emissions would be estimated due to
different number of bins involved
bull Example 2 Compact ASD with a peak at the same bins SMOKE-MOVES would used
bull Similar emissions would be estimated due to similar representation of speed bins
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 6
0010203040506070809
1
25 5 10 15 20 25 30 35 40 45 50 55 60 65
Frac
tion
Average Bin Speed
Example 1 4pm 2682mph
asd smspd
0010203040506070809
1
25 5 10 15 20 25 30 35 40 45 50 55 60 65
Frac
tion
Average Bin Speed
Example 2 4pm 60 mph
7International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019)
bull Atlanta Chicago Baltimore Dallas and Phoenix
bull Varies by hour vehicle amp city
bull Slower speed during rush hours and daytime
Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Unrestricted)
Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Restricted)
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 8
bull Restricted road speeds are typically higher than unrestricted road
bull Clear lower speed during the rush hours
Impact of Speed by Pollutant
and Vehicle Type
Fuel Gasoline
9
Impact of Speed by Pollutant
and Vehicle Type
Fuel Diesel
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 10
Improved Representation of Speeds in SMOKE-MOVES
bull New Feature in SMOKE-MOVES Average Speed Fraction by Distance (ASD) Emissions estimated for each of 16 speed bins (SPD)
Traveled Distance (TD)spd = Speed (mph)spd ASFspd
ASDspd = TDspd Sums of TD
ASD is function of
int (FIPS SCC WeekdayWeekend Hour of day Speed)
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 11
Difference in July NOx
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 12
Difference in July PM25
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 13
Difference in July VOC
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 14
Comparison between Interpolation vs ASD
bull July Monthly Total Emissions Comparison
Percent Difference [] (ASD ndash ORG)ORG 100
bull PM10 and PM25 Model Species Reduction -2 ~ -10
bull Gas Model Species All Increases ranging from 0 to 7
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 15
RPD_ORG_domain_daily_total7
RPD_Full_ASD_domain_daily_total
RPD_Gasoline_ASD
Full_AvgSpeedFrac_Org_compariso
1
2
3
4
5
6
7
A
B
CO
Original
150101341
ASD (Gasoline)
1571406723
ASD (All Fuels)
1575032492
5
Gasoline ASD
5
Findings on Using ASD
bull Why are NOx emissions increased with ASD application
bull More lower speed bins are included when computing emissions with the ASD approach
bull Why are PM25 emissions decreased with ASD in cities while increased in highwaysbull The single NEI average speed assigned for urban roads was relatively lower than used in ASDbull The single NEI average speed assigned for rural roads was relatively higher than ASD
bull Why do VOC emissions show different patterns between Dallas and Phoenixbull Most of metro cities show relatively lower estimated VOC while Dallas TX and Phoenix AZ show
increasesbull Higher average speed for urban unrestricted roads from Dallas and Phoenixbull Higher contribution of urban unrestricted roads from Dallas and Phoenix bull Contributions of road and vehicle types by region andor average speed played a key role
ASD approach is a better representation of actual driving patterns by road type
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 16
NOx Humidity Correction
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 17
Humidity impacts NOx emissionsbull Spark-Ignition engines
bull Compression Ignition Diesel
The NOx Humidity Correction Equation differs by fuel Type
1 Gasoline Ethanol and CNG2 Diesel
Compute the Correction Using1 MOVES Model (Month-humiditycounty)
2 SMOKE-MOVES Integration ToolThe humidity correction equation has been coded into the latest version of SMOKE-MOVES thus allowing the adjustment to be applied according to hourly changes in humidity instead of seasonal averages
Percent Change on RPD NO2
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 18
January 1 2014 July 1 2014
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 18
Percent Change in Monthly Total NOx(January and July)
19International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019)
January July
New Jersey NOx Correction Sensitivity Runs
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 20
To assess the true impacts of NOx humidity correction perform the sensitivity runs based on the following MOVES EFs
1 MOVES Native MOVES EFs without NOx Correction
2 MOVES-NOx MOVES EFs with NOx Correction applied by MOVES
3 SMOKE-MOVES MOVES EFs with NOx Correction applied by SMOKE-MOVES
New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 21
NJ Monthly Total NOx Changes between the Methods
RPD MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 3590 4701 31 4252 18July 4517 4961 10 4354 -4
RPV MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 1127 1115 -1 1390 23July 870 866 0 832 -4
RPH MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 100 114 14 115 15July 128 128 -1 124 -3
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 22
Findings from the NJ NOx Humidity Adjustment
bull Significant Impacts to NOx emissions for RPD RPV and RPH processesbull US western regions with lower humidity will see an increase of NOxbull US eastern regions with higher humidity will see a decrease in NOxbull The Winter drier season (January) shows the significant increases of
NOx from all processesbull Summer season (July) shows up to 4 decrease of NOx from all
processesbull RPD NOx MOVES-NOx case shows higher impacts compared to
SMOKE-MOVES casebull These findings are limited to New Jersey stateInternational Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 23
Spatial Allocation using Spatial Surrogates
bull Spatial allocation is the process of mapping county-level emissions inventory data to modeling grid cells
bull We do this using spatial surrogates - each has a unique code (ID)bull There are more than 60 surrogates currently used ndash eg Population (100) Total agriculture
(310) Railroad Density (261) Offshore shipping (806) Urban unrestricted daily VMT (222) Gas well count (698)
bull Surrogates have been created using the Surrogate Tool (from wwwcmascenterorg)
bull Value = sum of attribute in grid cellsum of attribute in county
bull Values sum to 1 for each county province
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 24
New Postgres Spatial Surrogate Tool
bull Written in the PostgreSQL and PostGIS database languagebull Released on June 30 2019 bull Download from CMAS Center Spatial Allocator Github Repository
httpsgithubcomCMASCenterSpatial-Allocator
bull PostgreSQL uses a 3-tier hierarchy for data storage database schema and table A single query can access multiple tables and multiple schemas but only one database
bull Requires ReadCreateUpdateInsert access for databasesbull Supports multicore-Processing for Multiple Jobs running in parallel
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 25
Steps performed in the PG Surrogate Tool
Create a modeling domain table and insert it into the PostgreSQL Database
Load the geographic boundaries data shapefile and then reproject them to match the output modeling domain
Overlay with geographic boundaries and then calculate the attribute value in the county (ie surrogate denominator)
Overlay grid modeling domain and compute the gridded surrogate weight (ie the numerator)
Generate Surrogates using the Surrogate Tool input files
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 26
SMOKE v47 Public Release
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 27
bull Plan to release in 2019
bull Average Speed Distribution
bull NOx Humidity Correction
bull A few bug fixes and minor updates
bull Future Updatesbull New Rate-Per-Start (RPS) Process
bull New Off-network Idling (ONI) Process
Acknowledgement
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 28
bull US EPA Office of Air Quality Planning and Standard (OAQPS)bull US EPA Office of Transportation Air Quality (OTAQ)bull US EPA Office of Research Development (ORD)
Road Types Distribution by Region
Average Speed by Road type
Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
- SMOKE version 47Recent Enhancements
- Outline
- Slide Number 3
- Background on Speeds in MOVES and SMOKE-MOVES
- Examples of Average Speed Distributions
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Unrestricted)
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Restricted)
- Impact of Speed by Pollutant and Vehicle TypeFuel Gasoline
- Impact of Speed by Pollutant and Vehicle TypeFuel Diesel
- Improved Representation of Speeds in SMOKE-MOVES
- Difference in July NOx
- Difference in July PM25
- Difference in July VOC
- Comparison between Interpolation vs ASD
- Findings on Using ASD
- NOx Humidity Correction
- Percent Change on RPD NO2
- Percent Change in Monthly Total NOx(January and July)
- New Jersey NOx Correction Sensitivity Runs
- New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
- NJ Monthly Total NOx Changes between the Methods
- Findings from the NJ NOx Humidity Adjustment
- Spatial Allocation using Spatial Surrogates
- New Postgres Spatial Surrogate Tool
- Steps performed in the PG Surrogate Tool
- SMOKE v47 Public Release
- Acknowledgement
- Road Types Distribution by Region
- Slide Number 29
- Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
-
CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Original | 15010134101 | 2907447588 | 338906633 | 26749425 | 86653198 | 24300952 | 116121122 | 161073 | 886044 | 254096 | 52666292 | 1887825 | 126966 | 47921 | 1339128 | 17312 | 7931596 | 80409 | 7568148 | 1010458 | 334775 | 34482032 | 140709 | 3529457 | 62521 | 725221 | 9364562 | 4766655 | 28009183 | 62249139 | 14646134 | 24095161 | 38918082 | 16994929 | 205379 | 358933 | 4410037 | 555377 | 3383826 | 353637793 | 4660906 | 166325 | 91011697 | 0 | 5030087 | 813094019 | 115656819 | 18679581 | 16994688 | 936459 | 1168126 | 2322596 | 2090508 | 10087629 | 14479505425 | 28012676 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Gasoline) | 15714067229 | 2942955836 | 34523952 | 27094175 | 91549482 | 24531355 | 101520281 | 157712 | 861844 | 246051 | 51741275 | 1680449 | 109977 | 47109 | 1142159 | 15352 | 7089862 | 78889 | 7372724 | 1005657 | 327875 | 33865345 | 124571 | 3421284 | 55828 | 741228 | 9317945 | 4721529 | 28775363 | 62283709 | 14706694 | 23988876 | 39068661 | 1687309 | 206461 | 362124 | 4353162 | 586302 | 33867757 | 354224062 | 4615621 | 164092 | 91435955 | 0 | 5059242 | 814519902 | 116029701 | 18778919 | 16872852 | 9317974 | 1157574 | 2320375 | 2078251 | 990182 | 14559761825 | 28778949 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (All Fuels) | 1575032492 | 3008455449 | 351116241 | 27682287 | 92299436 | 24715968 | 99267828 | 155072 | 845207 | 239811 | 512493 | 1645236 | 107479 | 46259 | 1111954 | 1509 | 6922635 | 76963 | 7235403 | 992784 | 319808 | 33228736 | 1212689 | 3359175 | 54493 | 743159 | 9349364 | 4737588 | 28828492 | 62511012 | 14763057 | 2407931 | 39179182 | 16921876 | 20706272 | 363329 | 4367819 | 588024 | 33990128 | 355575715 | 4631961 | 164646 | 91728656 | 0 | 5080389 | 817447675 | 116450563 | 18849431 | 16921638 | 9349393 | 1161079 | 232903 | 2084828 | 9959974 | 14719855875 | 28832085 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
5 | 3 | 4 | 3 | 7 | 2 | -15 | -4 | -5 | -6 | -3 | -13 | -15 | -3 | -17 | -13 | -13 | -4 | -4 | -2 | -4 | -4 | -14 | -5 | -13 | 2 | -0 | -1 | 3 | 0 | 1 | -0 | 1 | -0 | 1 | 1 | -1 | 6 | 0 | 1 | -1 | -1 | 1 | 1 | 1 | 1 | 1 | -0 | -0 | -1 | 0 | -0 | -1 | 2 | 3 | 7 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Gasoline ASD | 5 | 2 | 3 | 2 | 6 | 2 | -12 | -1 | -2 | -2 | -0 | -10 | -13 | -1 | -14 | -11 | -10 | -0 | -1 | 1 | -1 | -1 | -11 | -2 | -10 | 3 | 0 | 0 | 3 | 1 | 1 | 0 | 1 | 0 | 1 | 2 | 0 | 6 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | -1 | 1 | 3 | 6 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
0 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Diff (Full-Gasoline) | 0 | 1 | 1 | 1 | 0 | 0 | -3 | -3 | -3 | -4 | -3 | -3 | -3 | -3 | -3 | -2 | -3 | -4 | -3 | -2 | -4 | -3 | -3 | -3 | -3 | -0 | -1 | -1 | -1 | -0 | -0 | -0 | 0 | -1 | -0 | -1 | -1 | -0 | -0 | -0 | -1 | -1 | -0 | 0 | -0 | -0 | -0 | -1 | -1 | -1 | -0 | -1 | -0 | 0 | -1 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
CO | NOx | NH3 | SO2 | TOG | PM25 | PM10 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
(tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Original | 150101341 | 32731036 | 866532 | 243010 | 16933473 | 1137931 | 2299143 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Gasoline) | 157140672 | 33152895 | 915495 | 245314 | 16968671 | 1104651 | 2119854 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (All Fuels) | 157503249 | 33872540 | 922994 | 247160 | 17029036 | 1088181 | 2080859 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
CO | NOx | NH3 | SO2 | TOG | PM25 | PM10 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Gasoline) | 469 | 129 | 565 | 095 | 021 | -292 | -780 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Others) | 024 | 220 | 087 | 076 | 036 | -145 | -170 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (All Fuels) | 493 | 349 | 652 | 171 | 056 | -437 | -949 |
Day | CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
UNIT | (tonday) | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
182 | 550228438 | 106327295 | 12410016 | 978376 | 3097526 | 85524 | 3692358 | 05828 | 32164 | 09439 | 1982122 | 60979 | 03982 | 01755 | 41794 | 00553 | 261122 | 0305 | 274533 | 36658 | 1258 | 1265575 | 4634 | 129277 | 02059 | 25658 | 338348 | 175479 | 1023254 | 2244247 | 512582 | 857433 | 1360711 | 624383 | 725661 | 13351 | 16641 | 19963 | 120452 | 12423053 | 171219 | 06304 | 3162733 | 0 | 177475 | 28598484 | 4002465 | 645216 | 624374 | 338349 | 43329 | 8035 | 7617 | 34333 | 5168692 | 1023382 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
183 | 537367266 | 107724248 | 12543879 | 99099 | 3086094 | 853578 | 3744655 | 05947 | 32867 | 09677 | 2037892 | 61899 | 04033 | 01794 | 42427 | 0056 | 265664 | 03135 | 280343 | 3735 | 12907 | 1293568 | 4721 | 132473 | 02095 | 25534 | 34151 | 178267 | 1025632 | 2260251 | 511359 | 861772 | 1335793 | 633489 | 71717 | 13467 | 170305 | 19717 | 1206267 | 12340176 | 173879 | 0646 | 3123234 | 0 | 175384 | 28436658 | 3965202 | 640552 | 63348 | 341511 | 44099 | 80049 | 77084 | 344469 | 51792735 | 1025761 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
184 | 524232656 | 108102021 | 12573835 | 994349 | 3108055 | 85305 | 3767189 | 05994 | 33115 | 0974 | 2056552 | 62309 | 04057 | 01808 | 4266 | 00563 | 267326 | 03158 | 282457 | 37673 | 12996 | 1303459 | 47485 | 133593 | 02108 | 2553 | 342449 | 178968 | 1026431 | 2265315 | 511591 | 863441 | 1307699 | 635817 | 706542 | 13426 | 171203 | 19604 | 1205115 | 12236018 | 174441 | 06495 | 3088286 | 0 | 172944 | 28236355 | 3940969 | 639273 | 635808 | 34245 | 44287 | 80072 | 77332 | 346535 | 51760745 | 1026559 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
185 | 437339414 | 70771494 | 8430392 | 65261 | 2554665 | 652835 | 2392714 | 03426 | 18156 | 04714 | 1041036 | 39547 | 02628 | 00995 | 26535 | 0037 | 159446 | 01477 | 156552 | 2268 | 06248 | 708848 | 27222 | 71044 | 01251 | 19986 | 220149 | 103124 | 716232 | 1503063 | 390475 | 594014 | 1100178 | 373981 | 558361 | 08258 | 8558 | 1646 | 856388 | 9494965 | 101737 | 03162 | 25514 | 0 | 13759 | 21687227 | 3218595 | 520092 | 373975 | 220149 | 24651 | 62911 | 47591 | 266073 | 371353675 | 716321 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
186 | 460356602 | 75525146 | 89922 | 696409 | 2660844 | 68376 | 2451797 | 0365 | 19389 | 05116 | 1124364 | 40572 | 02684 | 01066 | 26904 | 0038 | 164732 | 01612 | 167406 | 24129 | 06793 | 760597 | 28117 | 76034 | 01292 | 20873 | 232237 | 110239 | 760722 | 158538 | 405862 | 6223 | 113102 | 399241 | 579222 | 0885 | 93215 | 1735 | 896304 | 9833908 | 108414 | 03457 | 2628309 | 0 | 142595 | 22488223 | 3317278 | 536958 | 399235 | 232238 | 26484 | 6489 | 50509 | 269704 | 391283325 | 760819 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
187 | 466285391 | 69133882 | 8308881 | 638114 | 2586251 | 657368 | 220898 | 03192 | 16728 | 04223 | 9228 | 36568 | 02434 | 00921 | 24083 | 00347 | 145739 | 01304 | 145002 | 21461 | 05594 | 65467 | 24551 | 63994 | 01141 | 20251 | 212738 | 97384 | 716428 | 1467955 | 390705 | 581838 | 1133723 | 355243 | 570318 | 08076 | 78022 | 17219 | 848486 | 957288 | 96154 | 02862 | 2602307 | 0 | 140342 | 21817073 | 3261166 | 525695 | 355238 | 212738 | 2311 | 62861 | 45632 | 256768 | 36921515 | 716518 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
188 | 523764766 | 97053799 | 11373191 | 893421 | 2940655 | 804798 | 3429014 | 05337 | 29384 | 08549 | 1746069 | 56685 | 03711 | 01602 | 38916 | 00516 | 241472 | 02737 | 250839 | 33684 | 11389 | 1154287 | 4276 | 115886 | 01903 | 24235 | 312337 | 160363 | 957381 | 2080614 | 482827 | 797937 | 129134 | 571776 | 685173 | 1228 | 150133 | 19081 | 1124692 | 11702819 | 156628 | 05675 | 3002134 | 0 | 167319 | 2691479 | 3796972 | 612161 | 571769 | 312338 | 39463 | 75852 | 70045 | 324192 | 48103885 | 9575 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
189 | 54623043 | 106160977 | 12384537 | 976795 | 3097526 | 854208 | 3691883 | 05815 | 32109 | 09435 | 198159 | 60909 | 03982 | 01752 | 41788 | 00553 | 260946 | 03049 | 274107 | 36551 | 12569 | 1263441 | 46327 | 129164 | 02058 | 25616 | 338089 | 175413 | 102192 | 2242275 | 51188 | 856629 | 1352776 | 624083 | 722837 | 13327 | 16641 | 19913 | 1202703 | 12386981 | 171119 | 06304 | 3151343 | 0 | 176756 | 28521094 | 3992025 | 644018 | 624074 | 33809 | 43316 | 80265 | 76124 | 34333 | 5160629 | 1022047 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
190 | 53116543 | 107262646 | 12483198 | 986686 | 3086095 | 850342 | 3744031 | 05931 | 32794 | 09672 | 2037195 | 61808 | 04033 | 01789 | 4242 | 0056 | 265435 | 03133 | 279785 | 37211 | 12893 | 1290781 | 47193 | 132327 | 02094 | 25466 | 341191 | 17815 | 1023214 | 2257188 | 510354 | 860625 | 1320786 | 63301 | 710484 | 13409 | 170276 | 19584 | 1203064 | 12255844 | 173637 | 06459 | 3099321 | 0 | 17389 | 28269585 | 3943754 | 638108 | 633001 | 341192 | 44074 | 79908 | 77012 | 344469 | 5163537 | 102334 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
191 | 524891445 | 107753467 | 12531854 | 991131 | 3108055 | 851594 | 3766466 | 05976 | 33031 | 09734 | 2055744 | 62203 | 04057 | 01803 | 42652 | 00563 | 26706 | 03155 | 28181 | 37512 | 12979 | 1300229 | 47466 | 133431 | 02106 | 25532 | 342724 | 179051 | 1026228 | 2266327 | 511873 | 863958 | 131055 | 636117 | 706522 | 13422 | 171276 | 19552 | 120584 | 12230721 | 174438 | 06498 | 3089009 | 0 | 173104 | 282377 | 3940945 | 638909 | 636108 | 342725 | 44306 | 80112 | 7737 | 346535 | 51751545 | 1026356 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
192 | 570737461 | 107609492 | 12598414 | 99049 | 3272643 | 884648 | 373492 | 05831 | 32006 | 09243 | 1928432 | 61791 | 0404 | 01748 | 42185 | 00563 | 262281 | 02969 | 273462 | 36967 | 12319 | 1257919 | 4629 | 127207 | 02067 | 26783 | 343146 | 175214 | 1048995 | 2285464 | 533653 | 878332 | 1418767 | 625027 | 751191 | 13372 | 163166 | 2095 | 1237579 | 12870654 | 171085 | 06161 | 330876 | 0 | 183909 | 29619866 | 4194125 | 677781 | 625019 | 343147 | 43058 | 84065 | 76737 | 358219 | 52801195 | 1049125 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
193 | 506663906 | 80068726 | 9548708 | 738433 | 2806584 | 728293 | 2598916 | 03819 | 20323 | 05392 | 1183345 | 42814 | 02848 | 01116 | 28563 | 00403 | 174125 | 01697 | 175577 | 25164 | 07141 | 79695 | 29787 | 79926 | 01366 | 22255 | 247046 | 117042 | 809808 | 1686847 | 432682 | 662495 | 12392 | 424055 | 630282 | 09495 | 98729 | 18585 | 958029 | 10611713 | 115231 | 0366 | 2843806 | 0 | 154956 | 24225735 | 356597 | 573795 | 424049 | 247047 | 28102 | 69231 | 53682 | 285878 | 4170426 | 809909 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
194 | 480171445 | 69576348 | 8370623 | 642269 | 2586251 | 661832 | 220862 | 03183 | 16686 | 0422 | 922399 | 36515 | 02434 | 00919 | 24079 | 00347 | 145607 | 01303 | 144681 | 21381 | 05585 | 653064 | 24542 | 63909 | 0114 | 20405 | 213856 | 97785 | 721438 | 1476366 | 393351 | 585182 | 1162833 | 356827 | 582865 | 08181 | 78215 | 17426 | 856089 | 9723127 | 96615 | 02868 | 2647387 | 0 | 143289 | 22132053 | 3302294 | 530364 | 356822 | 213857 | 23198 | 63291 | 45854 | 256768 | 37170735 | 721527 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
195 | 514098984 | 96871152 | 11344727 | 891681 | 2940655 | 801348 | 3429763 | 05357 | 29471 | 08556 | 1746906 | 56795 | 03711 | 01608 | 38924 | 00516 | 241747 | 02739 | 251509 | 33851 | 11406 | 1157638 | 42779 | 116054 | 01905 | 24134 | 311534 | 160058 | 9539 | 2074731 | 481044 | 795604 | 1273647 | 570586 | 677541 | 12208 | 149956 | 1894 | 1119731 | 1160986 | 15629 | 05669 | 2974876 | 0 | 165547 | 26719587 | 3771461 | 609554 | 570578 | 311535 | 39394 | 75588 | 69885 | 324192 | 47869235 | 954016 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
196 | 505305156 | 104993555 | 12215374 | 965783 | 3097526 | 838421 | 369431 | 05878 | 3239 | 09455 | 1984311 | 61266 | 03982 | 01769 | 41816 | 00553 | 26184 | 03057 | 276279 | 37093 | 12625 | 1274303 | 46391 | 12972 | 02064 | 25168 | 334701 | 174157 | 1006782 | 2217034 | 504093 | 846615 | 1269295 | 619169 | 68661 | 13013 | 16574 | 19309 | 1180321 | 11954337 | 169739 | 06282 | 3022668 | 0 | 168233 | 27613621 | 3874032 | 631053 | 61916 | 334702 | 43036 | 79021 | 75446 | 34333 | 50636745 | 1006907 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
197 | 487192578 | 106198789 | 1231932 | 976569 | 3086095 | 83293 | 3746575 | 05997 | 33089 | 09693 | 2040039 | 62181 | 04033 | 01807 | 42449 | 0056 | 266369 | 03141 | 282057 | 37778 | 12951 | 1302141 | 47259 | 132919 | 02101 | 24983 | 337616 | 176823 | 1006779 | 2230274 | 502062 | 850018 | 1239024 | 627797 | 674126 | 13093 | 169571 | 18953 | 1179805 | 11821744 | 172253 | 06436 | 2970399 | 0 | 165316 | 2735584 | 3823971 | 6243 | 627789 | 337617 | 43776 | 78581 | 76293 | 344469 | 5057890 | 1006904 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
198 | 49923582 | 10749124 | 12476774 | 988517 | 3108055 | 841884 | 3768441 | 06027 | 3326 | 09751 | 2057948 | 62493 | 04057 | 01816 | 42675 | 00563 | 267785 | 03161 | 283573 | 37952 | 13025 | 1309041 | 47517 | 133893 | 02112 | 25249 | 340489 | 178235 | 1016675 | 2250172 | 506967 | 857609 | 1261692 | 632913 | 686379 | 1324 | 170809 | 19214 | 119222 | 11993381 | 17364 | 06482 | 3016465 | 0 | 168195 | 27726475 | 3874357 | 631441 | 632904 | 34049 | 44121 | 7932 | 76933 | 346535 | 5112771 | 1016801 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
199 | 530396289 | 106727471 | 12464324 | 982121 | 3272643 | 870772 | 3736779 | 0588 | 32221 | 09259 | 1930509 | 62063 | 0404 | 0176 | 42206 | 00563 | 262964 | 02974 | 27512 | 37381 | 12362 | 1266209 | 46338 | 127645 | 02072 | 26335 | 339601 | 173908 | 1034275 | 2259677 | 525723 | 868034 | 1339966 | 619951 | 717345 | 13083 | 16245 | 20408 | 1215419 | 12466929 | 169747 | 06138 | 3186974 | 0 | 175815 | 28761121 | 4081381 | 66499 | 619942 | 339602 | 42766 | 8276 | 76037 | 358219 | 51954275 | 1034404 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
200 | 455425312 | 78334146 | 9306249 | 722142 | 2806584 | 711532 | 2600539 | 03861 | 2051 | 05405 | 1185156 | 43051 | 02848 | 01127 | 28582 | 00403 | 174719 | 01702 | 177024 | 25525 | 07179 | 804181 | 29829 | 80305 | 01371 | 21691 | 242846 | 115519 | 791115 | 1655562 | 422963 | 650108 | 1145003 | 418067 | 589438 | 09145 | 97945 | 17882 | 931288 | 10120993 | 113626 | 03634 | 2696019 | 0 | 145283 | 23184473 | 3428287 | 557758 | 41806 | 242847 | 27762 | 67661 | 52849 | 285878 | 407508375 | 791213 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
201 | 443417891 | 68103125 | 8172311 | 628496 | 2586251 | 649292 | 2209629 | 03209 | 16803 | 04228 | 923525 | 36663 | 02434 | 00926 | 24091 | 00347 | 145977 | 01306 | 145581 | 21605 | 05609 | 657565 | 24568 | 64147 | 01143 | 20002 | 210893 | 96718 | 707931 | 1454214 | 386455 | 576435 | 1094107 | 352618 | 553628 | 07924 | 77675 | 16906 | 837111 | 9370323 | 95442 | 02851 | 2541038 | 0 | 136387 | 21383855 | 3203644 | 518849 | 352613 | 210894 | 2296 | 6216 | 45267 | 256768 | 3648849 | 708018 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
202 | 506275586 | 96245244 | 11268118 | 885893 | 2940655 | 797535 | 3430027 | 05363 | 29501 | 08558 | 1747201 | 56833 | 03711 | 01609 | 38927 | 00516 | 241844 | 0274 | 251742 | 33909 | 11412 | 1158805 | 42786 | 116122 | 01906 | 24043 | 310858 | 159801 | 950886 | 2069569 | 479431 | 793521 | 1258334 | 569606 | 670326 | 12145 | 149826 | 18808 | 111526 | 11521637 | 155989 | 05664 | 2949321 | 0 | 163923 | 26536577 | 3747289 | 606176 | 569598 | 310859 | 39338 | 7527 | 69745 | 324192 | 47705325 | 951005 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
203 | 547338828 | 105760361 | 12340909 | 973134 | 3097526 | 853094 | 369194 | 05817 | 32116 | 09435 | 1981656 | 60918 | 03982 | 01753 | 41789 | 00553 | 260968 | 03049 | 274159 | 36564 | 1257 | 1263701 | 46329 | 129181 | 02058 | 25622 | 338164 | 175419 | 1022066 | 224258 | 511993 | 85675 | 135402 | 624142 | 72237 | 13323 | 166408 | 19892 | 1202858 | 12380164 | 171091 | 06304 | 3150869 | 0 | 176772 | 28513777 | 3991186 | 643451 | 624133 | 338165 | 43318 | 80226 | 7613 | 34333 | 5161853 | 1022192 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
204 | 53254207 | 10704957 | 12460326 | 984739 | 3086095 | 850888 | 3744009 | 0593 | 32792 | 09672 | 2037167 | 61804 | 04033 | 01789 | 42419 | 0056 | 265426 | 03133 | 279763 | 37206 | 12892 | 1290673 | 47193 | 132324 | 02093 | 25481 | 34127 | 17818 | 1023754 | 2257865 | 510541 | 860838 | 1328636 | 633131 | 713306 | 13433 | 170296 | 1962 | 1204137 | 12288119 | 173712 | 0646 | 3109189 | 0 | 174584 | 28334482 | 3951195 | 638384 | 633122 | 341271 | 44081 | 79921 | 77028 | 344469 | 51686245 | 1023881 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
205 | 515619609 | 107627998 | 12512426 | 989937 | 3108055 | 848181 | 3767542 | 06004 | 33156 | 09743 | 2056946 | 62361 | 04057 | 0181 | 42664 | 00563 | 267455 | 03159 | 282771 | 37751 | 13004 | 130503 | 47494 | 133682 | 02109 | 25435 | 341849 | 178736 | 1022957 | 2260354 | 510072 | 861558 | 1295969 | 634886 | 701008 | 13366 | 171084 | 19456 | 1201267 | 12165701 | 174167 | 06491 | 3068333 | 0 | 17172 | 28089741 | 3921216 | 636421 | 634877 | 34185 | 44235 | 79825 | 77205 | 346535 | 51523755 | 1023086 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
206 | 559155352 | 107678438 | 12602854 | 991097 | 3272643 | 881082 | 373616 | 05864 | 32149 | 09254 | 1929816 | 61972 | 0404 | 01756 | 42199 | 00563 | 262735 | 02972 | 274566 | 37243 | 12348 | 1263435 | 46322 | 127496 | 0207 | 26663 | 3421 | 174831 | 1045125 | 2278138 | 531379 | 875306 | 1398521 | 623552 | 742421 | 13296 | 162955 | 20818 | 1231437 | 12767202 | 170731 | 06154 | 3277265 | 0 | 181828 | 29396121 | 416439 | 674231 | 623543 | 342101 | 42974 | 837 | 76534 | 358219 | 52570925 | 1045256 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
207 | 506870938 | 80356079 | 9587531 | 741122 | 2806584 | 728165 | 2599178 | 03826 | 20353 | 05394 | 1183638 | 42852 | 02848 | 01118 | 28566 | 00403 | 174221 | 01697 | 175811 | 25222 | 07147 | 798117 | 29794 | 79988 | 01367 | 22261 | 247053 | 117049 | 809886 | 1687054 | 432752 | 662563 | 1241587 | 424082 | 631846 | 09503 | 98727 | 18603 | 958509 | 10630759 | 115263 | 0366 | 2848736 | 0 | 155291 | 24260281 | 3570318 | 574108 | 424077 | 247054 | 28103 | 69235 | 53687 | 285878 | 41704265 | 809987 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
208 | 476776602 | 69695103 | 8385077 | 643367 | 2586251 | 660413 | 2208886 | 0319 | 16717 | 04222 | 922697 | 36554 | 02434 | 00921 | 24082 | 00347 | 145705 | 01304 | 144919 | 2144 | 05592 | 654254 | 24549 | 63971 | 01141 | 20373 | 213595 | 97696 | 720109 | 1474549 | 392821 | 584509 | 1161592 | 356457 | 583248 | 0817 | 78156 | 17397 | 855266 | 9725438 | 96542 | 02866 | 2647238 | 0 | 143323 | 22128208 | 3301278 | 530069 | 356452 | 213596 | 23177 | 63218 | 45806 | 256768 | 3708495 | 720199 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
209 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
210 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
211 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
212 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
total | 15714067229 | 2942955836 | 34523952 | 27094175 | 91549482 | 24531355 | 101520281 | 157712 | 861844 | 246051 | 51741275 | 1680449 | 109977 | 47109 | 1142159 | 15352 | 7089862 | 78889 | 7372724 | 1005657 | 327875 | 33865345 | 124571 | 3421284 | 55828 | 741228 | 9317945 | 4721529 | 28775363 | 62283709 | 14706694 | 23988876 | 39068661 | 1687309 | 206461 | 362124 | 4353162 | 586302 | 33867757 | 354224062 | 4615621 | 164092 | 91435955 | 0 | 5059242 | 814519902 | 116029701 | 18778919 | 16872852 | 9317974 | 1157574 | 2320375 | 2078251 | 990182 | 14559761825 | 28778949 |
Day | CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
UNIT | (tonday) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
182 | 550345586 | 107608145 | 12502397 | 989691 | 310828 | 856831 | 3567357 | 05658 | 31135 | 09072 | 1925412 | 59006 | 03847 | 01701 | 40203 | 00538 | 251843 | 0293 | 265952 | 35758 | 12101 | 1225573 | 44545 | 124863 | 01985 | 25582 | 336239 | 174088 | 1017571 | 2232628 | 511447 | 853645 | 1360904 | 619321 | 724954 | 13268 | 164723 | 19963 | 1200083 | 12409099 | 169924 | 06238 | 3161849 | 0 | 177483 | 28549587 | 4000557 | 64479 | 619313 | 33624 | 42945 | 802 | 7563 | 343193 | 51868765 | 1017698 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
183 | 537438633 | 109041016 | 12638774 | 100262 | 3097112 | 855209 | 3615965 | 05772 | 31804 | 09299 | 1979617 | 59866 | 03894 | 01738 | 40789 | 00544 | 256102 | 03011 | 271484 | 36421 | 12412 | 1252267 | 45359 | 12793 | 02019 | 25454 | 339312 | 176817 | 1019732 | 2248136 | 510174 | 857823 | 1335979 | 628221 | 716431 | 13381 | 168547 | 19717 | 120164 | 12325565 | 17253 | 06391 | 3122314 | 0 | 175391 | 28385635 | 396321 | 640107 | 628212 | 339313 | 43698 | 79893 | 76522 | 344328 | 51979475 | 1019861 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
184 | 524297539 | 109431494 | 12669756 | 1006093 | 3119112 | 854717 | 3637993 | 05818 | 32046 | 0936 | 1998384 | 60268 | 03917 | 01752 | 41016 | 00547 | 257721 | 03033 | 273546 | 36738 | 12498 | 126191 | 45626 | 129037 | 02032 | 2545 | 340238 | 17751 | 102049 | 2253131 | 510399 | 859472 | 1307884 | 630517 | 705801 | 13339 | 169436 | 19604 | 1200464 | 12221405 | 173084 | 06426 | 3087361 | 0 | 172953 | 28185151 | 3938969 | 638826 | 630508 | 340239 | 43884 | 79915 | 76767 | 346394 | 51951515 | 1020616 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
185 | 437773125 | 71651963 | 8499877 | 660438 | 2559784 | 654214 | 234319 | 03353 | 17714 | 04555 | 102468 | 38765 | 02574 | 00972 | 25916 | 00364 | 155698 | 01427 | 152824 | 22287 | 0604 | 691445 | 26498 | 69363 | 01221 | 19958 | 219436 | 10265 | 714026 | 1499196 | 390105 | 592737 | 1100361 | 372201 | 558199 | 08232 | 8501 | 1646 | 854921 | 9492202 | 101298 | 0314 | 2551174 | 0 | 13766 | 21673279 | 3218082 | 51996 | 372195 | 219437 | 24518 | 62861 | 47403 | 266018 | 372933275 | 714115 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
186 | 460812227 | 7647417 | 9068168 | 704854 | 2666135 | 685308 | 2398465 | 03567 | 18889 | 04935 | 1114379 | 3971 | 02625 | 0104 | 26224 | 00373 | 160574 | 01558 | 163208 | 23682 | 06556 | 74093 | 27313 | 74439 | 01259 | 20839 | 231264 | 109585 | 758062 | 1579993 | 405349 | 620526 | 1131224 | 396854 | 578962 | 08812 | 92423 | 1735 | 894257 | 982927 | 107805 | 03426 | 2627979 | 0 | 142668 | 22467942 | 3316533 | 536773 | 396848 | 231265 | 26303 | 6482 | 50254 | 269624 | 39305575 | 758156 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
187 | 466855312 | 69961797 | 8376148 | 645492 | 2590594 | 658759 | 2169618 | 0313 | 16352 | 04086 | 917595 | 35933 | 0239 | 00901 | 23586 | 00342 | 142659 | 01264 | 141828 | 21123 | 05415 | 639808 | 23956 | 62852 | 01117 | 20227 | 212105 | 96954 | 714576 | 1464468 | 39038 | 580678 | 1133938 | 353649 | 570182 | 08052 | 77503 | 17219 | 84716 | 9570711 | 95755 | 02842 | 2602123 | 0 | 14042 | 21804966 | 326074 | 525581 | 353644 | 212105 | 2299 | 62815 | 45462 | 25671 | 37080305 | 714664 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
188 | 523926797 | 98123252 | 11448221 | 90285 | 2950578 | 806024 | 3314088 | 05186 | 28463 | 08223 | 1691687 | 54876 | 03587 | 01554 | 37449 | 00502 | 233009 | 02629 | 243179 | 32884 | 10962 | 1118634 | 41122 | 111822 | 01836 | 24168 | 310455 | 159117 | 952362 | 2070222 | 481815 | 794547 | 1291528 | 567256 | 684523 | 12206 | 148622 | 19081 | 1120711 | 11689817 | 155469 | 05615 | 3001324 | 0 | 167308 | 26870459 | 3795227 | 611778 | 567248 | 310456 | 39119 | 75718 | 69562 | 324067 | 48243285 | 952481 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
189 | 546350859 | 107439736 | 12476725 | 988092 | 310828 | 855801 | 3566882 | 05646 | 31079 | 09068 | 1924878 | 58935 | 03847 | 01698 | 40197 | 00538 | 251668 | 02929 | 265526 | 35652 | 1209 | 1223441 | 44532 | 124751 | 01984 | 2554 | 335979 | 17402 | 1016236 | 2230646 | 510745 | 85284 | 1352971 | 619018 | 72213 | 13245 | 164722 | 19913 | 1198262 | 12373021 | 169823 | 06238 | 3150458 | 0 | 176764 | 28472209 | 3990119 | 643592 | 619009 | 33598 | 42931 | 80115 | 75583 | 343193 | 51788525 | 1016362 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
190 | 531243477 | 108574492 | 12577657 | 998272 | 3097112 | 851977 | 3615337 | 05756 | 31731 | 09294 | 197892 | 59775 | 03894 | 01734 | 40781 | 00544 | 255873 | 03009 | 270926 | 36282 | 12398 | 124948 | 45343 | 127785 | 02017 | 25387 | 338992 | 176701 | 1017314 | 2245073 | 50917 | 856676 | 1320973 | 62774 | 709745 | 13323 | 168518 | 19584 | 1198439 | 12241244 | 172288 | 0639 | 3098398 | 0 | 173897 | 28218577 | 3941761 | 637662 | 627731 | 338993 | 43673 | 79751 | 7645 | 344328 | 5182256 | 1017441 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
191 | 524970508 | 109080293 | 12627539 | 1002852 | 3119112 | 853268 | 3637274 | 058 | 31962 | 09354 | 1997575 | 60162 | 03917 | 01747 | 41007 | 00547 | 257455 | 03031 | 272899 | 36577 | 12481 | 1258679 | 45607 | 128874 | 0203 | 25452 | 340515 | 177595 | 1020288 | 2254155 | 510683 | 859993 | 1310739 | 630823 | 705782 | 13336 | 16951 | 19552 | 1201195 | 12216127 | 173083 | 06428 | 3088084 | 0 | 173114 | 28186562 | 3938949 | 638463 | 630814 | 340516 | 43904 | 79955 | 76805 | 346394 | 5194325 | 1020416 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
192 | 570961172 | 108849863 | 12687565 | 1001446 | 3283233 | 886188 | 3613413 | 05669 | 3102 | 08893 | 1873324 | 59876 | 03909 | 01696 | 40637 | 00548 | 253301 | 02854 | 265248 | 36109 | 11861 | 1219671 | 44552 | 122947 | 01995 | 26711 | 341175 | 173911 | 1043625 | 2274608 | 532595 | 874787 | 141898 | 620277 | 750536 | 13295 | 161587 | 2095 | 1233427 | 12857703 | 169873 | 06099 | 3307937 | 0 | 183919 | 29574299 | 4192343 | 677384 | 620268 | 341176 | 42698 | 83924 | 76231 | 358088 | 5297687 | 1043756 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
193 | 507163867 | 81065264 | 9628386 | 7473 | 2812204 | 729916 | 25425 | 03732 | 19798 | 05202 | 1172352 | 41903 | 02785 | 01089 | 27844 | 00396 | 169738 | 0164 | 171168 | 24694 | 06892 | 776299 | 28939 | 78231 | 01331 | 22219 | 246034 | 116361 | 807032 | 1681241 | 432148 | 660647 | 1239423 | 421569 | 630014 | 09456 | 97905 | 18585 | 955898 | 1060692 | 114598 | 03627 | 2843462 | 0 | 155034 | 24204695 | 3565198 | 573603 | 421563 | 246035 | 27913 | 69158 | 53417 | 285795 | 418902575 | 807132 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
194 | 48075875 | 704079 | 8438246 | 649678 | 2590594 | 663229 | 216926 | 03121 | 1631 | 04083 | 917194 | 3588 | 0239 | 00899 | 23581 | 00342 | 142527 | 01263 | 141507 | 21043 | 05406 | 638202 | 23947 | 62767 | 01116 | 20381 | 213227 | 97358 | 71959 | 1472901 | 393028 | 584029 | 1163052 | 355241 | 582733 | 08157 | 77699 | 17426 | 854771 | 9721018 | 96218 | 02848 | 2647207 | 0 | 143368 | 22120122 | 3301873 | 530251 | 355236 | 213228 | 23079 | 63245 | 45685 | 25671 | 373304375 | 719679 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
195 | 514250234 | 97938555 | 11419491 | 901091 | 2950577 | 802572 | 3314836 | 05205 | 2855 | 08229 | 1692527 | 54985 | 03587 | 01559 | 37458 | 00502 | 233285 | 02631 | 243849 | 33051 | 10979 | 1121986 | 41142 | 11199 | 01838 | 24067 | 309651 | 158812 | 948876 | 2064328 | 480031 | 79221 | 1273831 | 566062 | 67689 | 12134 | 148445 | 1894 | 1115749 | 11596826 | 155129 | 05609 | 2974066 | 0 | 165536 | 26675222 | 3769716 | 609171 | 566054 | 309652 | 3905 | 75454 | 69402 | 324067 | 48008575 | 948992 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
196 | 505387695 | 106259365 | 12306235 | 97696 | 310828 | 840006 | 3569312 | 05709 | 31361 | 09089 | 1927599 | 59292 | 03847 | 01715 | 40225 | 00538 | 252561 | 02937 | 267698 | 36194 | 12146 | 1234302 | 44595 | 125307 | 0199 | 25091 | 332582 | 17276 | 1001081 | 2205363 | 502953 | 842812 | 1269477 | 614087 | 685899 | 1293 | 164046 | 19309 | 1175865 | 11940255 | 168439 | 06216 | 3021779 | 0 | 16824 | 27564502 | 3872111 | 630624 | 614079 | 332583 | 42649 | 7887 | 74904 | 343193 | 5081793 | 1001204 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
197 | 487229883 | 107500098 | 12412637 | 988061 | 3097112 | 834552 | 3617882 | 05822 | 32026 | 09315 | 1981765 | 60148 | 03894 | 01751 | 40811 | 00544 | 256807 | 03017 | 273199 | 36849 | 12456 | 1260839 | 45409 | 128377 | 02024 | 24903 | 335408 | 175368 | 1000858 | 2218107 | 500871 | 846053 | 1239199 | 622508 | 673382 | 13007 | 167806 | 18953 | 117516 | 11807014 | 170898 | 06367 | 2969467 | 0 | 16532 | 27304531 | 3821966 | 623853 | 622499 | 335409 | 43374 | 78424 | 75728 | 344328 | 50764745 | 1000983 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
198 | 499280117 | 108814004 | 12571898 | 1000199 | 3119112 | 84354 | 3639248 | 05851 | 32191 | 09371 | 199978 | 60451 | 03917 | 0176 | 4103 | 00547 | 25818 | 03037 | 274662 | 37017 | 12527 | 1267492 | 45659 | 129337 | 02035 | 25169 | 338273 | 176774 | 101072 | 2237961 | 505773 | 853631 | 1261871 | 627602 | 685635 | 13154 | 169038 | 19214 | 1187561 | 11978667 | 17228 | 06413 | 3015536 | 0 | 168202 | 27675078 | 3872352 | 630993 | 627593 | 338274 | 43717 | 79163 | 76367 | 346394 | 51317375 | 1010846 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
199 | 530561562 | 107957803 | 12552368 | 992981 | 3283233 | 87229 | 3615271 | 05717 | 31235 | 08908 | 1875401 | 60148 | 03909 | 01709 | 40658 | 00548 | 253982 | 02859 | 266907 | 36522 | 11904 | 1227961 | 446 | 123384 | 02 | 26262 | 337616 | 172598 | 1028883 | 2248752 | 524659 | 864469 | 1340166 | 615175 | 716681 | 13005 | 160862 | 20408 | 1211242 | 12453776 | 168528 | 06075 | 3186141 | 0 | 175822 | 28715171 | 4079582 | 664589 | 615166 | 337618 | 42404 | 82619 | 75528 | 358088 | 5212733 | 1029012 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
200 | 455853828 | 7931667 | 93846 | 730882 | 2812204 | 71313 | 2544122 | 03774 | 19985 | 05216 | 1174162 | 4214 | 02785 | 011 | 27863 | 00396 | 170332 | 01645 | 172614 | 25055 | 0693 | 783529 | 28981 | 78611 | 01336 | 21654 | 24182 | 11483 | 788314 | 1649881 | 422421 | 648239 | 1145206 | 415553 | 58916 | 09106 | 97111 | 17882 | 92913 | 10116039 | 112985 | 03602 | 2695664 | 0 | 145357 | 2316293 | 3427494 | 557562 | 415548 | 24182 | 27572 | 67587 | 52581 | 285795 | 40933975 | 788412 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
201 | 443959492 | 68923154 | 8238903 | 635802 | 2590594 | 650676 | 2170269 | 03147 | 16427 | 04092 | 918321 | 36028 | 0239 | 00906 | 23593 | 00342 | 142897 | 01266 | 142407 | 21267 | 0543 | 642702 | 23973 | 63005 | 01118 | 19979 | 210256 | 96286 | 706068 | 1450708 | 386127 | 575268 | 1094315 | 351016 | 55349 | 079 | 77153 | 16906 | 835777 | 9368105 | 95041 | 0283 | 2540853 | 0 | 136464 | 21371643 | 3203213 | 518734 | 351012 | 210257 | 2284 | 62113 | 45097 | 25671 | 366466925 | 706156 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
202 | 506423203 | 97306289 | 11342378 | 895246 | 2950578 | 79876 | 33151 | 05212 | 2858 | 08231 | 1692819 | 55024 | 03587 | 01561 | 37461 | 00502 | 233381 | 02632 | 244082 | 3311 | 10985 | 1123153 | 41149 | 112058 | 01838 | 23976 | 308973 | 158553 | 94586 | 2059155 | 478417 | 790123 | 1258522 | 565078 | 669674 | 1207 | 148313 | 18808 | 1111272 | 11508597 | 154828 | 05605 | 2948513 | 0 | 163911 | 26492124 | 3745542 | 605793 | 56507 | 308974 | 38993 | 75136 | 69262 | 324067 | 47844705 | 945979 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
203 | 547465781 | 107036797 | 12432935 | 984409 | 310828 | 854689 | 3566939 | 05647 | 31086 | 09069 | 1924944 | 58944 | 03847 | 01699 | 40198 | 00538 | 251689 | 02929 | 265577 | 35665 | 12091 | 1223699 | 44534 | 124767 | 01984 | 25546 | 336056 | 174028 | 1016385 | 2230966 | 510859 | 852962 | 1354217 | 619082 | 721664 | 1324 | 164722 | 19892 | 1198422 | 12366207 | 169797 | 06238 | 3149984 | 0 | 176781 | 28464958 | 3989279 | 643025 | 619074 | 336057 | 42933 | 80076 | 7559 | 343193 | 51800855 | 1016511 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
204 | 532626055 | 108359941 | 1255475 | 996315 | 3097112 | 852527 | 3615315 | 05755 | 31729 | 09294 | 1978892 | 59771 | 03894 | 01733 | 40781 | 00544 | 255864 | 03009 | 270904 | 36277 | 12397 | 1249371 | 45342 | 127781 | 02017 | 25402 | 339072 | 176731 | 1017856 | 2245757 | 509357 | 856891 | 1328824 | 627864 | 712568 | 13347 | 168539 | 1962 | 1199515 | 12273542 | 172364 | 06391 | 3108267 | 0 | 174592 | 28283545 | 3949206 | 637939 | 627856 | 339073 | 43681 | 79765 | 76466 | 344328 | 5187411 | 1017984 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
205 | 515687812 | 108950957 | 12607778 | 1001624 | 3119112 | 849856 | 3638351 | 05828 | 32087 | 09363 | 1998777 | 6032 | 03917 | 01754 | 4102 | 00547 | 25785 | 03034 | 27386 | 36817 | 12506 | 1263481 | 45635 | 129125 | 02033 | 25355 | 339638 | 177278 | 1017015 | 224817 | 50888 | 857588 | 1296155 | 629587 | 700267 | 1328 | 169317 | 19456 | 1196616 | 12151095 | 172811 | 06422 | 3067405 | 0 | 17173 | 28038574 | 3919215 | 635975 | 629578 | 339639 | 43832 | 79668 | 76639 | 346394 | 5171572 | 1017142 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
206 | 559365742 | 108920059 | 12692112 | 1002062 | 3283233 | 882623 | 3614648 | 05701 | 31163 | 08903 | 1874705 | 60057 | 03909 | 01704 | 40651 | 00548 | 253754 | 02857 | 266352 | 36384 | 11889 | 1225186 | 44584 | 123236 | 01998 | 26592 | 340126 | 173526 | 1039753 | 2267264 | 53032 | 871758 | 1398732 | 618797 | 741763 | 13219 | 161374 | 20818 | 1227278 | 12754191 | 169517 | 06092 | 327644 | 0 | 181838 | 29350454 | 416261 | 673834 | 618788 | 340127 | 42613 | 8356 | 76027 | 358088 | 5274666 | 1039882 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
207 | 507372734 | 8135666 | 9667616 | 750024 | 2812204 | 729794 | 2542762 | 03739 | 19828 | 05205 | 1172643 | 41941 | 02785 | 0109 | 27847 | 00396 | 169834 | 01641 | 171401 | 24753 | 06898 | 777465 | 28946 | 78294 | 01332 | 22225 | 246041 | 116369 | 80711 | 1681456 | 432219 | 660718 | 1241812 | 421599 | 631578 | 09464 | 97904 | 18603 | 956381 | 10625994 | 114631 | 03627 | 2848392 | 0 | 155368 | 24239277 | 3569548 | 573916 | 421593 | 246042 | 27915 | 69161 | 53422 | 285795 | 418907975 | 807211 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
208 | 477357266 | 70527383 | 845277 | 650783 | 2590594 | 661812 | 2169527 | 03128 | 16341 | 04085 | 917493 | 35919 | 0239 | 00901 | 23585 | 00342 | 142625 | 01263 | 141745 | 21102 | 05412 | 639393 | 23954 | 62828 | 01116 | 2035 | 212966 | 97268 | 718259 | 1471079 | 392498 | 583355 | 116181 | 354871 | 583115 | 08146 | 7764 | 17397 | 853948 | 9723323 | 96145 | 02846 | 264706 | 0 | 143402 | 22116257 | 3300857 | 529956 | 354866 | 212966 | 23057 | 63172 | 45638 | 25671 | 37244745 | 71835 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
209 | 493879023 | 97750146 | 11382499 | 899234 | 2950577 | 794794 | 3316314 | 05244 | 28721 | 08241 | 1694174 | 55201 | 03587 | 01569 | 37475 | 00502 | 233825 | 02636 | 245164 | 3338 | 11013 | 1128563 | 4118 | 11233 | 01842 | 23848 | 308 | 158231 | 941328 | 2052231 | 476285 | 787461 | 1235654 | 563737 | 661815 | 11993 | 148141 | 18673 | 110552 | 11418068 | 154535 | 05599 | 2918821 | 0 | 161856 | 26288225 | 3719234 | 603418 | 563729 | 308001 | 38919 | 74874 | 69082 | 324067 | 4750861 | 941445 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
210 | 501601797 | 106766592 | 12363163 | 98161 | 310828 | 837056 | 3570248 | 05733 | 31469 | 09097 | 1928644 | 59429 | 03847 | 01721 | 40236 | 00538 | 252905 | 0294 | 268534 | 36402 | 12168 | 1238481 | 4462 | 125539 | 01993 | 25052 | 332394 | 172695 | 999385 | 2203632 | 502447 | 842257 | 1266022 | 613797 | 684529 | 1291 | 164011 | 19257 | 1174648 | 11926206 | 168402 | 06215 | 3017098 | 0 | 167892 | 27530923 | 3867845 | 629654 | 613788 | 332395 | 42633 | 78788 | 74864 | 343193 | 50673465 | 999509 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
211 | 499065391 | 1080754 | 12491169 | 993448 | 3097112 | 838422 | 3617741 | 05818 | 32009 | 09314 | 1981601 | 60127 | 03894 | 0175 | 40809 | 00544 | 256754 | 03017 | 273069 | 36816 | 12453 | 1260192 | 45405 | 128356 | 02024 | 25033 | 336342 | 175714 | 1005075 | 2225249 | 503128 | 848925 | 1262951 | 62386 | 684556 | 13092 | 167969 | 19123 | 1181768 | 1194052 | 171272 | 06372 | 3008639 | 0 | 16793 | 27580256 | 3858219 | 627769 | 623851 | 336343 | 4345 | 78764 | 75918 | 344328 | 5101658 | 1005201 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
212 | 510059453 | 108986191 | 1260348 | 1001878 | 3119112 | 847428 | 3638601 | 05834 | 32116 | 09365 | 1999056 | 60356 | 03917 | 01756 | 41023 | 00547 | 257942 | 03035 | 274084 | 36873 | 12512 | 1264602 | 45642 | 129189 | 02033 | 25287 | 339179 | 1771 | 1014762 | 2244555 | 507774 | 85619 | 1282462 | 628914 | 693614 | 1323 | 169223 | 19361 | 1193048 | 12073188 | 172611 | 06419 | 3044861 | 0 | 170169 | 27880522 | 3899013 | 633856 | 628905 | 33918 | 43792 | 79466 | 76542 | 346394 | 5157857 | 1014889 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
1575032492 | 3008455449 | 351116241 | 27682287 | 92299436 | 24715968 | 99267828 | 155072 | 845207 | 239811 | 512493 | 1645236 | 107479 | 46259 | 1111954 | 1509 | 6922635 | 76963 | 7235403 | 992784 | 319808 | 33228736 | 1212689 | 3359175 | 54493 | 743159 | 9349364 | 4737588 | 28828492 | 62511012 | 14763057 | 2407931 | 39179182 | 16921876 | 20706272 | 363329 | 4367819 | 588024 | 33990128 | 355575715 | 4631961 | 164646 | 91728656 | 0 | 5080389 | 817447675 | 116450563 | 18849431 | 16921638 | 9349393 | 1161079 | 232903 | 2084828 | 9959974 | 14719855875 | 28832085 |
Day | CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
UNIT | (tonday) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
182 | 527521289 | 104187705 | 12096017 | 95816 | 2916008 | 843671 | 4167513 | 05895 | 3271 | 09609 | 1985614 | 67723 | 04539 | 01768 | 48289 | 00617 | 288101 | 03065 | 278758 | 36556 | 1268 | 1275076 | 51515 | 131479 | 02273 | 25075 | 337565 | 175434 | 993582 | 2229801 | 50918 | 856529 | 1353648 | 623222 | 720678 | 13149 | 166413 | 18945 | 119824 | 12369397 | 171206 | 06304 | 3144352 | 0 | 176114 | 28465674 | 3984323 | 641234 | 623213 | 337566 | 43272 | 80196 | 76002 | 347433 | 51099815 | 993707 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
183 | 516131016 | 10563458 | 12237189 | 971244 | 2904136 | 842359 | 4225359 | 06016 | 33424 | 0985 | 2041453 | 68736 | 04596 | 01806 | 49006 | 00624 | 292997 | 0315 | 284641 | 37257 | 13009 | 1303341 | 52451 | 134711 | 02313 | 2499 | 340949 | 178289 | 997305 | 2247655 | 508591 | 861603 | 1329856 | 632622 | 712877 | 13274 | 170318 | 18739 | 1201132 | 12297847 | 173919 | 0646 | 3108173 | 0 | 174193 | 28330491 | 3951694 | 637453 | 632614 | 34095 | 44055 | 79982 | 7696 | 348596 | 51223245 | 997429 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
184 | 503450664 | 106042188 | 12271257 | 974882 | 2924994 | 841786 | 425044 | 06064 | 33675 | 09914 | 2060127 | 69181 | 04623 | 0182 | 49274 | 00628 | 2948 | 03173 | 286774 | 37578 | 13098 | 1313258 | 52754 | 135841 | 02327 | 24987 | 341892 | 17899 | 998159 | 2252749 | 508832 | 863277 | 1302012 | 634953 | 702371 | 13233 | 171216 | 18626 | 1200029 | 12194872 | 174479 | 06495 | 3073632 | 0 | 171785 | 28132668 | 3927747 | 63619 | 634944 | 341893 | 44243 | 80006 | 77209 | 35068 | 51189375 | 998281 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
185 | 412640312 | 68845259 | 8147964 | 634411 | 2409311 | 641414 | 2740057 | 03459 | 18482 | 04837 | 1043001 | 44355 | 03036 | 01 | 31243 | 00417 | 178836 | 01486 | 15917 | 22469 | 06307 | 71325 | 30963 | 72514 | 01405 | 19276 | 218121 | 102629 | 684281 | 1479467 | 383548 | 588276 | 1089621 | 37107 | 55067 | 0805 | 85518 | 15417 | 843984 | 9385507 | 101387 | 03162 | 2517846 | 0 | 135598 | 21423406 | 3175189 | 511009 | 371065 | 218121 | 2451 | 62264 | 47169 | 269326 | 3656006 | 684366 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
186 | 433033164 | 73375015 | 867765 | 676099 | 2507971 | 671238 | 281798 | 03669 | 19663 | 05239 | 1125698 | 45582 | 03115 | 01067 | 31891 | 00429 | 18506 | 01619 | 169581 | 23769 | 06841 | 762396 | 3207 | 7744 | 01454 | 20091 | 229999 | 109689 | 725827 | 1559375 | 398227 | 615963 | 1119706 | 396025 | 570644 | 0862 | 93147 | 16195 | 882599 | 971358 | 108043 | 03457 | 2591316 | 0 | 140381 | 22197629 | 3269388 | 526941 | 396019 | 229999 | 26328 | 64165 | 50043 | 273629 | 38495705 | 725918 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
187 | 436329062 | 66922847 | 7985676 | 617234 | 2439078 | 644435 | 2547927 | 03206 | 16962 | 04337 | 923902 | 41163 | 02833 | 00921 | 2868 | 00392 | 164437 | 01311 | 146909 | 21092 | 05635 | 65571 | 28191 | 65259 | 0129 | 19397 | 210028 | 96685 | 679347 | 1438193 | 381735 | 573865 | 1120289 | 351393 | 560384 | 07834 | 77932 | 16007 | 832386 | 9428972 | 95666 | 02862 | 2558507 | 0 | 137795 | 21471216 | 3203411 | 513796 | 351388 | 210028 | 22924 | 61948 | 45072 | 260426 | 362687875 | 679432 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
188 | 501372383 | 95002676 | 11072416 | 874043 | 2768458 | 793734 | 3877832 | 054 | 29896 | 08711 | 1749341 | 63047 | 04237 | 01614 | 45048 | 00576 | 266934 | 02751 | 254808 | 33581 | 11483 | 116314 | 47645 | 117959 | 02106 | 23658 | 311449 | 160278 | 928444 | 2065771 | 479206 | 796619 | 1284231 | 57049 | 680104 | 12084 | 15013 | 18094 | 1118042 | 11645947 | 156587 | 05675 | 2982958 | 0 | 165942 | 26774353 | 3777099 | 60786 | 570481 | 31145 | 39399 | 75651 | 69859 | 328078 | 4754195 | 928561 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
189 | 523637695 | 104034453 | 12072527 | 956702 | 2916008 | 842744 | 4167044 | 05883 | 32656 | 09606 | 1985091 | 67655 | 04539 | 01764 | 48284 | 00617 | 287929 | 03064 | 27834 | 36452 | 12669 | 1272988 | 51503 | 131369 | 02272 | 25034 | 337313 | 175369 | 992318 | 2227886 | 508499 | 855748 | 1345992 | 62293 | 717929 | 13127 | 166414 | 18898 | 119647 | 12334379 | 171111 | 06304 | 3133279 | 0 | 175412 | 28390537 | 3974153 | 640067 | 622921 | 337314 | 43259 | 80114 | 75957 | 347433 | 51024665 | 992444 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
190 | 510116523 | 105199639 | 12180325 | 967191 | 2904136 | 839198 | 4224749 | 06001 | 33353 | 09845 | 2040769 | 68646 | 04596 | 01802 | 48999 | 00624 | 292772 | 03148 | 284094 | 3712 | 12995 | 1300601 | 52435 | 134568 | 02311 | 24926 | 340637 | 178174 | 995043 | 2244696 | 507615 | 860476 | 1315009 | 632154 | 706271 | 13217 | 170289 | 18612 | 1197995 | 12214474 | 173678 | 06459 | 3084567 | 0 | 172719 | 28165559 | 3930524 | 635055 | 632145 | 340638 | 44031 | 79843 | 76889 | 348596 | 5106909 | 995166 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
191 | 503891562 | 105700977 | 12230387 | 971735 | 2924994 | 840322 | 4249734 | 06046 | 33593 | 09908 | 2059337 | 69077 | 04623 | 01816 | 49265 | 00628 | 29454 | 0317 | 286142 | 3742 | 13082 | 1310098 | 52735 | 135682 | 02325 | 24989 | 342152 | 17907 | 997955 | 2253701 | 509089 | 863755 | 1304632 | 635239 | 702278 | 1323 | 171288 | 18576 | 1200693 | 12188588 | 174473 | 06498 | 3074044 | 0 | 171926 | 28131846 | 3927404 | 635797 | 63523 | 342154 | 44262 | 80042 | 77244 | 35068 | 51178825 | 998079 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
192 | 544858086 | 105312734 | 12261509 | 968791 | 3082353 | 871822 | 4221925 | 05895 | 3254 | 09418 | 1931802 | 68663 | 04611 | 01759 | 48831 | 00628 | 289827 | 02983 | 277625 | 36816 | 12417 | 1266768 | 51581 | 129416 | 02285 | 26099 | 341898 | 175032 | 1015488 | 2266757 | 528848 | 875917 | 1409757 | 623227 | 74485 | 13146 | 163151 | 19814 | 1228818 | 1279431 | 170967 | 06161 | 3283715 | 0 | 182207 | 29432878 | 4166435 | 671874 | 623218 | 341899 | 4297 | 83736 | 76476 | 362433 | 52152005 | 1015614 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
193 | 476778438 | 77749429 | 9209822 | 71653 | 2644341 | 714915 | 2986949 | 0384 | 20618 | 05523 | 1184799 | 4813 | 03304 | 01118 | 3385 | 00455 | 195686 | 01705 | 177915 | 24792 | 07193 | 799032 | 33978 | 81425 | 01538 | 21429 | 244699 | 116469 | 772873 | 1659478 | 424661 | 655869 | 1226457 | 42068 | 620931 | 09251 | 98658 | 17364 | 943539 | 1048174 | 11484 | 0366 | 2803787 | 0 | 152545 | 23913462 | 3514915 | 563255 | 420673 | 2447 | 27938 | 68472 | 53193 | 289938 | 4102799 | 77297 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
194 | 449196914 | 6732082 | 8041113 | 620969 | 2439078 | 64876 | 2547578 | 03197 | 16921 | 04334 | 923512 | 41112 | 02833 | 00919 | 28676 | 00392 | 164308 | 01309 | 146596 | 21014 | 05627 | 654148 | 28182 | 65177 | 01289 | 1954 | 211103 | 97073 | 683947 | 1446197 | 384249 | 577074 | 1148655 | 352918 | 572572 | 07935 | 78124 | 16201 | 839693 | 9574733 | 96115 | 02868 | 2602206 | 0 | 140654 | 21776494 | 3243127 | 51826 | 352913 | 211104 | 2301 | 62359 | 45286 | 260426 | 36511305 | 684033 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
195 | 492119414 | 94837139 | 11046455 | 872464 | 2768458 | 790245 | 3878569 | 05419 | 29981 | 08717 | 1750161 | 63155 | 04237 | 01619 | 45056 | 00576 | 267203 | 02753 | 255463 | 33744 | 115 | 1166415 | 47664 | 118123 | 02108 | 23562 | 310663 | 159977 | 925157 | 2060046 | 477474 | 794333 | 1266519 | 569321 | 672527 | 12013 | 149954 | 17957 | 111318 | 11553611 | 156247 | 05669 | 2955917 | 0 | 164188 | 26580769 | 3751902 | 605308 | 569313 | 310664 | 39332 | 75391 | 69701 | 328078 | 47305865 | 925272 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
196 | 484653867 | 10296874 | 11918015 | 946649 | 2916008 | 826995 | 4169432 | 05945 | 32932 | 09625 | 198776 | 68005 | 04539 | 01781 | 48312 | 00617 | 288806 | 03071 | 280473 | 36984 | 12725 | 1283649 | 51565 | 131915 | 02279 | 24608 | 334006 | 174135 | 978106 | 2203459 | 500962 | 84597 | 1263255 | 618126 | 682209 | 12818 | 165747 | 1832 | 1174615 | 11907894 | 169742 | 06282 | 3006566 | 0 | 167021 | 27497097 | 3858349 | 627449 | 618117 | 334007 | 42983 | 789 | 75296 | 347433 | 5005759 | 978228 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
197 | 468224805 | 104244414 | 12032341 | 958103 | 2904137 | 821897 | 422726 | 06066 | 33644 | 09866 | 2043577 | 69014 | 04596 | 01819 | 49028 | 00624 | 293694 | 03156 | 286336 | 37679 | 13053 | 1311811 | 52501 | 135152 | 02318 | 24466 | 337149 | 17687 | 979621 | 2218662 | 499595 | 850125 | 1234175 | 62706 | 670483 | 12907 | 169587 | 18011 | 1175305 | 11787462 | 172309 | 06436 | 2957863 | 0 | 16429 | 27267686 | 3813175 | 621633 | 627051 | 33715 | 43739 | 7855 | 76188 | 348596 | 5001863 | 979742 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
198 | 479718555 | 105501494 | 12184573 | 969713 | 2924994 | 830722 | 4251681 | 06096 | 33818 | 09924 | 2061509 | 69362 | 04623 | 01829 | 49288 | 00628 | 295254 | 03177 | 287877 | 37853 | 13127 | 1318775 | 52786 | 136138 | 0233 | 24722 | 339983 | 17827 | 989069 | 223816 | 504376 | 857595 | 1256544 | 632121 | 682547 | 13052 | 170824 | 18256 | 1187483 | 11956486 | 173687 | 06482 | 3003143 | 0 | 167123 | 27632395 | 3862603 | 628598 | 632112 | 339984 | 44081 | 79275 | 7682 | 35068 | 50560935 | 989193 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
199 | 507036484 | 104535312 | 12142426 | 961406 | 3082353 | 858174 | 4223745 | 05942 | 3275 | 09433 | 1933838 | 6893 | 04611 | 01771 | 48852 | 00628 | 290496 | 02989 | 279251 | 37221 | 12459 | 1274894 | 51628 | 129845 | 0229 | 25677 | 338464 | 173757 | 100186 | 2242014 | 521251 | 865957 | 1332349 | 6183 | 711733 | 12865 | 162439 | 19304 | 1207363 | 12399872 | 169653 | 06138 | 3164822 | 0 | 174296 | 28594998 | 4056819 | 659559 | 618291 | 338465 | 42685 | 82476 | 75798 | 362433 | 51316645 | 1001985 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
200 | 4291425 | 76164351 | 8988975 | 701649 | 2644341 | 69841 | 2988514 | 03881 | 208 | 05536 | 1186551 | 48359 | 03304 | 01128 | 33869 | 00455 | 196261 | 0171 | 179314 | 25141 | 07229 | 806025 | 34018 | 81792 | 01542 | 20903 | 240651 | 114987 | 755704 | 1629651 | 415406 | 643947 | 1134162 | 414897 | 581117 | 08912 | 97879 | 16707 | 917784 | 10004016 | 113266 | 03634 | 2660045 | 0 | 143129 | 22901084 | 3381587 | 547889 | 414891 | 240652 | 27609 | 6696 | 5239 | 289938 | 40087695 | 755798 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
201 | 414913398 | 65957471 | 7858538 | 608232 | 2439078 | 636319 | 2548572 | 03223 | 17036 | 04342 | 924622 | 41258 | 02833 | 00925 | 28687 | 00392 | 164673 | 01313 | 147484 | 21235 | 0565 | 658584 | 28208 | 65411 | 01292 | 19164 | 208241 | 96034 | 671511 | 1425056 | 37767 | 568637 | 108115 | 348847 | 544025 | 07686 | 77587 | 15712 | 821387 | 923062 | 94962 | 02851 | 2498573 | 0 | 133927 | 21047625 | 3147417 | 507205 | 348842 | 208242 | 22779 | 61267 | 4472 | 260426 | 358340475 | 671595 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
202 | 484641602 | 94245527 | 10974386 | 866995 | 2768458 | 786479 | 3878844 | 05426 | 30012 | 08719 | 1750471 | 63195 | 04237 | 01621 | 45059 | 00576 | 267304 | 02754 | 255709 | 33806 | 11506 | 1167649 | 47671 | 118194 | 02108 | 23475 | 310002 | 159724 | 922319 | 2055047 | 47591 | 792294 | 1251418 | 568361 | 665434 | 11951 | 149825 | 17832 | 110881 | 11466925 | 155951 | 05664 | 2930829 | 0 | 162593 | 26401084 | 3728215 | 602018 | 568353 | 310003 | 39276 | 75082 | 69565 | 328078 | 4714359 | 922434 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
203 | 524579883 | 103643984 | 12030052 | 953135 | 2916008 | 841569 | 4167108 | 05885 | 32664 | 09606 | 1985165 | 67664 | 04539 | 01765 | 48285 | 00617 | 287954 | 03064 | 278399 | 36466 | 12671 | 127328 | 51504 | 131387 | 02272 | 2504 | 337379 | 175373 | 992427 | 222814 | 50859 | 855841 | 1346991 | 622978 | 717404 | 13121 | 166412 | 18877 | 119658 | 1232666 | 171078 | 06304 | 3132526 | 0 | 175415 | 2838125 | 3973052 | 63948 | 622969 | 33738 | 4326 | 80072 | 75962 | 347433 | 51032785 | 992551 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
204 | 511148203 | 104983652 | 12156962 | 96522 | 2904136 | 83969 | 4224742 | 06 | 33352 | 09845 | 2040759 | 68645 | 04596 | 01802 | 48999 | 00624 | 29277 | 03148 | 284088 | 37119 | 12995 | 1300573 | 52435 | 134568 | 02311 | 24937 | 340702 | 1782 | 995457 | 2245244 | 507761 | 860647 | 1322636 | 632255 | 708996 | 1324 | 170309 | 18644 | 1198981 | 12245485 | 17375 | 0646 | 3094034 | 0 | 17339 | 28227639 | 3937558 | 635277 | 632246 | 340703 | 44037 | 79851 | 76903 | 348596 | 51117265 | 995579 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
205 | 494995859 | 105593164 | 12213384 | 970708 | 2924994 | 836909 | 4250807 | 06073 | 33717 | 09917 | 2060536 | 69234 | 04623 | 01823 | 49278 | 00628 | 294934 | 03174 | 287099 | 37659 | 13107 | 1314885 | 52763 | 135933 | 02328 | 24896 | 341294 | 178758 | 994849 | 2247889 | 507336 | 861401 | 1290197 | 63403 | 696845 | 13174 | 171097 | 18484 | 1196221 | 12124623 | 174204 | 06491 | 3053715 | 0 | 170566 | 27986409 | 3908074 | 633372 | 634021 | 341295 | 44191 | 7976 | 77082 | 35068 | 5095164 | 994974 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
206 | 533839492 | 105399277 | 12268152 | 969559 | 3082353 | 868282 | 4223143 | 05927 | 32681 | 09428 | 1933169 | 68842 | 04611 | 01767 | 48845 | 00628 | 290276 | 02987 | 278716 | 37088 | 12445 | 1272224 | 51613 | 129701 | 02289 | 25984 | 340876 | 174655 | 1011827 | 2259645 | 526642 | 872963 | 1389777 | 621783 | 73623 | 13072 | 16294 | 19688 | 1222822 | 1269275 | 170617 | 06154 | 325282 | 0 | 180165 | 29213418 | 4137359 | 668422 | 621774 | 340877 | 42887 | 8338 | 76277 | 362433 | 51923385 | 1011953 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
207 | 476864883 | 78021787 | 9246307 | 719074 | 264434 | 714709 | 29872 | 03847 | 20648 | 05525 | 1185081 | 48167 | 03304 | 01119 | 33853 | 00455 | 195779 | 01706 | 178141 | 24848 | 07199 | 800158 | 33984 | 81486 | 01538 | 21434 | 244698 | 116473 | 772916 | 1659636 | 424712 | 655914 | 1228626 | 420697 | 622412 | 09258 | 98655 | 17381 | 943971 | 10499733 | 114868 | 0366 | 2808427 | 0 | 152862 | 23945813 | 3518981 | 563534 | 420692 | 244699 | 27939 | 68471 | 53196 | 289938 | 410243825 | 773013 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
208 | 445999766 | 67436274 | 8055095 | 622036 | 2439078 | 647313 | 2547833 | 03203 | 16951 | 04336 | 923798 | 41149 | 02833 | 0092 | 28679 | 00392 | 164402 | 0131 | 146825 | 21071 | 05632 | 655291 | 28189 | 65236 | 0129 | 19511 | 210848 | 96985 | 682725 | 144446 | 383743 | 576418 | 1147303 | 352557 | 572922 | 07924 | 78064 | 16174 | 8389 | 957679 | 96043 | 02866 | 2601999 | 0 | 140683 | 21772288 | 324213 | 517981 | 352552 | 210848 | 22989 | 62288 | 45239 | 260426 | 36424665 | 68281 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
209 | 472785469 | 94697012 | 11016262 | 871061 | 2768458 | 782554 | 3880029 | 05457 | 3015 | 08729 | 1751794 | 63369 | 04237 | 01629 | 45073 | 00576 | 267739 | 02758 | 256767 | 3407 | 11533 | 1172938 | 47702 | 118459 | 02112 | 23355 | 309061 | 15941 | 918105 | 2048412 | 473864 | 789717 | 1228873 | 567064 | 657733 | 11875 | 149655 | 17703 | 1103238 | 11378469 | 155665 | 05659 | 29018 | 0 | 160579 | 26201936 | 370263 | 599743 | 567056 | 309062 | 39205 | 74827 | 69392 | 328078 | 46811125 | 918219 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
210 | 481044219 | 103465703 | 11973818 | 951203 | 2916008 | 82403 | 4170384 | 0597 | 33042 | 09633 | 198882 | 68144 | 04539 | 01787 | 48323 | 00617 | 289155 | 03074 | 281319 | 37195 | 12746 | 1287882 | 51589 | 132149 | 02281 | 24572 | 33382 | 17407 | 976532 | 2201805 | 500478 | 845425 | 1259823 | 61784 | 680867 | 12798 | 165711 | 18271 | 1173432 | 11894218 | 169705 | 06281 | 3002022 | 0 | 166683 | 27464414 | 3854222 | 626511 | 617832 | 333821 | 42967 | 78818 | 75257 | 347433 | 49911685 | 976655 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
211 | 479501172 | 104780957 | 12105438 | 963125 | 2904136 | 825715 | 4227133 | 06062 | 33629 | 09865 | 2043438 | 68995 | 04596 | 01818 | 49026 | 00624 | 293649 | 03156 | 286225 | 37652 | 1305 | 1311259 | 52498 | 135136 | 02317 | 2459 | 338057 | 177207 | 983584 | 2225571 | 501779 | 852924 | 1257601 | 628373 | 681487 | 12991 | 169748 | 18172 | 1181753 | 11918835 | 172677 | 06441 | 2996377 | 0 | 166857 | 2753863 | 3848744 | 625447 | 628365 | 338058 | 43813 | 78881 | 76372 | 348596 | 5026754 | 983707 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
212 | 489967422 | 105643008 | 12211602 | 971102 | 2924994 | 834542 | 4251039 | 0608 | 33744 | 09919 | 2060797 | 69268 | 04623 | 01824 | 4928 | 00628 | 29502 | 03175 | 287309 | 37711 | 13112 | 1315934 | 52769 | 135992 | 02328 | 24834 | 340863 | 178589 | 992845 | 2244516 | 506305 | 860082 | 1276818 | 633396 | 69037 | 13126 | 171006 | 18396 | 1192815 | 12048998 | 174011 | 06488 | 3031837 | 0 | 169049 | 27833271 | 3888593 | 631364 | 633387 | 340864 | 44153 | 79569 | 76991 | 35068 | 50818255 | 992968 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
15010134101 | 2907447588 | 338906633 | 26749425 | 86653198 | 24300952 | 116121122 | 161073 | 886044 | 254096 | 52666292 | 1887825 | 126966 | 47921 | 1339128 | 17312 | 7931596 | 80409 | 7568148 | 1010458 | 334775 | 34482032 | 140709 | 3529457 | 62521 | 725221 | 9364562 | 4766655 | 28009183 | 62249139 | 14646134 | 24095161 | 38918082 | 16994929 | 205379 | 358933 | 4410037 | 555377 | 3383826 | 353637793 | 4660906 | 166325 | 91011697 | 0 | 5030087 | 813094019 | 115656819 | 18679581 | 16994688 | 936459 | 1168126 | 2322596 | 2090508 | 10087629 | 14479505425 | 28012676 |
Creating Onroad Emissions using SMOKE-MOVES
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 4
Background on Speeds in MOVES and SMOKE-MOVES
bull Speed impacts emission rates and is relevant to MOVES rate-per-distance (RPD) processes
bull Vehicle-miles-traveled (VMT) are used for activity data
bull RPD emissions = RPD emission factor VMT
bull SMOKE-MOVES interpolates between two speed bin MOVES emission factors to estimate the factor for a specific speed value
bull Alternatively MOVES inventory mode uses average speed distributions (ASD) to compute emissions as a weighted sum across all speed bins
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 5
Speed Bin Min Speed Max Speed
1 0 25
2 25 75
3 75 125
4 125 175
5 175 225
6 225 275
7 275 325
8 325 375
9 375 425
10 425 475
11 475 525
12 525 575
13 575 625
14 625 675
15 675 725
16 725
Examples of Average Speed Distributions
bull Two counties ASD for weekdays at 400pm
bull Example 1 Spread-out ASD vs 2682mph bull MOVES inventory mode would apply emissions
rates from all speed bins and sum the emissionsbull SMOKE-MOVES would interpolate between
emissions factors from two speed binsbull Different emissions would be estimated due to
different number of bins involved
bull Example 2 Compact ASD with a peak at the same bins SMOKE-MOVES would used
bull Similar emissions would be estimated due to similar representation of speed bins
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 6
0010203040506070809
1
25 5 10 15 20 25 30 35 40 45 50 55 60 65
Frac
tion
Average Bin Speed
Example 1 4pm 2682mph
asd smspd
0010203040506070809
1
25 5 10 15 20 25 30 35 40 45 50 55 60 65
Frac
tion
Average Bin Speed
Example 2 4pm 60 mph
7International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019)
bull Atlanta Chicago Baltimore Dallas and Phoenix
bull Varies by hour vehicle amp city
bull Slower speed during rush hours and daytime
Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Unrestricted)
Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Restricted)
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 8
bull Restricted road speeds are typically higher than unrestricted road
bull Clear lower speed during the rush hours
Impact of Speed by Pollutant
and Vehicle Type
Fuel Gasoline
9
Impact of Speed by Pollutant
and Vehicle Type
Fuel Diesel
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 10
Improved Representation of Speeds in SMOKE-MOVES
bull New Feature in SMOKE-MOVES Average Speed Fraction by Distance (ASD) Emissions estimated for each of 16 speed bins (SPD)
Traveled Distance (TD)spd = Speed (mph)spd ASFspd
ASDspd = TDspd Sums of TD
ASD is function of
int (FIPS SCC WeekdayWeekend Hour of day Speed)
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 11
Difference in July NOx
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 12
Difference in July PM25
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 13
Difference in July VOC
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 14
Comparison between Interpolation vs ASD
bull July Monthly Total Emissions Comparison
Percent Difference [] (ASD ndash ORG)ORG 100
bull PM10 and PM25 Model Species Reduction -2 ~ -10
bull Gas Model Species All Increases ranging from 0 to 7
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 15
RPD_ORG_domain_daily_total7
RPD_Full_ASD_domain_daily_total
RPD_Gasoline_ASD
Full_AvgSpeedFrac_Org_compariso
1
2
3
4
5
6
7
A
B
CO
Original
150101341
ASD (Gasoline)
1571406723
ASD (All Fuels)
1575032492
5
Gasoline ASD
5
Findings on Using ASD
bull Why are NOx emissions increased with ASD application
bull More lower speed bins are included when computing emissions with the ASD approach
bull Why are PM25 emissions decreased with ASD in cities while increased in highwaysbull The single NEI average speed assigned for urban roads was relatively lower than used in ASDbull The single NEI average speed assigned for rural roads was relatively higher than ASD
bull Why do VOC emissions show different patterns between Dallas and Phoenixbull Most of metro cities show relatively lower estimated VOC while Dallas TX and Phoenix AZ show
increasesbull Higher average speed for urban unrestricted roads from Dallas and Phoenixbull Higher contribution of urban unrestricted roads from Dallas and Phoenix bull Contributions of road and vehicle types by region andor average speed played a key role
ASD approach is a better representation of actual driving patterns by road type
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 16
NOx Humidity Correction
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 17
Humidity impacts NOx emissionsbull Spark-Ignition engines
bull Compression Ignition Diesel
The NOx Humidity Correction Equation differs by fuel Type
1 Gasoline Ethanol and CNG2 Diesel
Compute the Correction Using1 MOVES Model (Month-humiditycounty)
2 SMOKE-MOVES Integration ToolThe humidity correction equation has been coded into the latest version of SMOKE-MOVES thus allowing the adjustment to be applied according to hourly changes in humidity instead of seasonal averages
Percent Change on RPD NO2
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 18
January 1 2014 July 1 2014
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 18
Percent Change in Monthly Total NOx(January and July)
19International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019)
January July
New Jersey NOx Correction Sensitivity Runs
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 20
To assess the true impacts of NOx humidity correction perform the sensitivity runs based on the following MOVES EFs
1 MOVES Native MOVES EFs without NOx Correction
2 MOVES-NOx MOVES EFs with NOx Correction applied by MOVES
3 SMOKE-MOVES MOVES EFs with NOx Correction applied by SMOKE-MOVES
New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 21
NJ Monthly Total NOx Changes between the Methods
RPD MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 3590 4701 31 4252 18July 4517 4961 10 4354 -4
RPV MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 1127 1115 -1 1390 23July 870 866 0 832 -4
RPH MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 100 114 14 115 15July 128 128 -1 124 -3
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 22
Findings from the NJ NOx Humidity Adjustment
bull Significant Impacts to NOx emissions for RPD RPV and RPH processesbull US western regions with lower humidity will see an increase of NOxbull US eastern regions with higher humidity will see a decrease in NOxbull The Winter drier season (January) shows the significant increases of
NOx from all processesbull Summer season (July) shows up to 4 decrease of NOx from all
processesbull RPD NOx MOVES-NOx case shows higher impacts compared to
SMOKE-MOVES casebull These findings are limited to New Jersey stateInternational Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 23
Spatial Allocation using Spatial Surrogates
bull Spatial allocation is the process of mapping county-level emissions inventory data to modeling grid cells
bull We do this using spatial surrogates - each has a unique code (ID)bull There are more than 60 surrogates currently used ndash eg Population (100) Total agriculture
(310) Railroad Density (261) Offshore shipping (806) Urban unrestricted daily VMT (222) Gas well count (698)
bull Surrogates have been created using the Surrogate Tool (from wwwcmascenterorg)
bull Value = sum of attribute in grid cellsum of attribute in county
bull Values sum to 1 for each county province
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 24
New Postgres Spatial Surrogate Tool
bull Written in the PostgreSQL and PostGIS database languagebull Released on June 30 2019 bull Download from CMAS Center Spatial Allocator Github Repository
httpsgithubcomCMASCenterSpatial-Allocator
bull PostgreSQL uses a 3-tier hierarchy for data storage database schema and table A single query can access multiple tables and multiple schemas but only one database
bull Requires ReadCreateUpdateInsert access for databasesbull Supports multicore-Processing for Multiple Jobs running in parallel
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 25
Steps performed in the PG Surrogate Tool
Create a modeling domain table and insert it into the PostgreSQL Database
Load the geographic boundaries data shapefile and then reproject them to match the output modeling domain
Overlay with geographic boundaries and then calculate the attribute value in the county (ie surrogate denominator)
Overlay grid modeling domain and compute the gridded surrogate weight (ie the numerator)
Generate Surrogates using the Surrogate Tool input files
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 26
SMOKE v47 Public Release
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 27
bull Plan to release in 2019
bull Average Speed Distribution
bull NOx Humidity Correction
bull A few bug fixes and minor updates
bull Future Updatesbull New Rate-Per-Start (RPS) Process
bull New Off-network Idling (ONI) Process
Acknowledgement
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 28
bull US EPA Office of Air Quality Planning and Standard (OAQPS)bull US EPA Office of Transportation Air Quality (OTAQ)bull US EPA Office of Research Development (ORD)
Road Types Distribution by Region
Average Speed by Road type
Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
- SMOKE version 47Recent Enhancements
- Outline
- Slide Number 3
- Background on Speeds in MOVES and SMOKE-MOVES
- Examples of Average Speed Distributions
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Unrestricted)
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Restricted)
- Impact of Speed by Pollutant and Vehicle TypeFuel Gasoline
- Impact of Speed by Pollutant and Vehicle TypeFuel Diesel
- Improved Representation of Speeds in SMOKE-MOVES
- Difference in July NOx
- Difference in July PM25
- Difference in July VOC
- Comparison between Interpolation vs ASD
- Findings on Using ASD
- NOx Humidity Correction
- Percent Change on RPD NO2
- Percent Change in Monthly Total NOx(January and July)
- New Jersey NOx Correction Sensitivity Runs
- New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
- NJ Monthly Total NOx Changes between the Methods
- Findings from the NJ NOx Humidity Adjustment
- Spatial Allocation using Spatial Surrogates
- New Postgres Spatial Surrogate Tool
- Steps performed in the PG Surrogate Tool
- SMOKE v47 Public Release
- Acknowledgement
- Road Types Distribution by Region
- Slide Number 29
- Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
-
CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Original | 15010134101 | 2907447588 | 338906633 | 26749425 | 86653198 | 24300952 | 116121122 | 161073 | 886044 | 254096 | 52666292 | 1887825 | 126966 | 47921 | 1339128 | 17312 | 7931596 | 80409 | 7568148 | 1010458 | 334775 | 34482032 | 140709 | 3529457 | 62521 | 725221 | 9364562 | 4766655 | 28009183 | 62249139 | 14646134 | 24095161 | 38918082 | 16994929 | 205379 | 358933 | 4410037 | 555377 | 3383826 | 353637793 | 4660906 | 166325 | 91011697 | 0 | 5030087 | 813094019 | 115656819 | 18679581 | 16994688 | 936459 | 1168126 | 2322596 | 2090508 | 10087629 | 14479505425 | 28012676 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Gasoline) | 15714067229 | 2942955836 | 34523952 | 27094175 | 91549482 | 24531355 | 101520281 | 157712 | 861844 | 246051 | 51741275 | 1680449 | 109977 | 47109 | 1142159 | 15352 | 7089862 | 78889 | 7372724 | 1005657 | 327875 | 33865345 | 124571 | 3421284 | 55828 | 741228 | 9317945 | 4721529 | 28775363 | 62283709 | 14706694 | 23988876 | 39068661 | 1687309 | 206461 | 362124 | 4353162 | 586302 | 33867757 | 354224062 | 4615621 | 164092 | 91435955 | 0 | 5059242 | 814519902 | 116029701 | 18778919 | 16872852 | 9317974 | 1157574 | 2320375 | 2078251 | 990182 | 14559761825 | 28778949 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (All Fuels) | 1575032492 | 3008455449 | 351116241 | 27682287 | 92299436 | 24715968 | 99267828 | 155072 | 845207 | 239811 | 512493 | 1645236 | 107479 | 46259 | 1111954 | 1509 | 6922635 | 76963 | 7235403 | 992784 | 319808 | 33228736 | 1212689 | 3359175 | 54493 | 743159 | 9349364 | 4737588 | 28828492 | 62511012 | 14763057 | 2407931 | 39179182 | 16921876 | 20706272 | 363329 | 4367819 | 588024 | 33990128 | 355575715 | 4631961 | 164646 | 91728656 | 0 | 5080389 | 817447675 | 116450563 | 18849431 | 16921638 | 9349393 | 1161079 | 232903 | 2084828 | 9959974 | 14719855875 | 28832085 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
5 | 3 | 4 | 3 | 7 | 2 | -15 | -4 | -5 | -6 | -3 | -13 | -15 | -3 | -17 | -13 | -13 | -4 | -4 | -2 | -4 | -4 | -14 | -5 | -13 | 2 | -0 | -1 | 3 | 0 | 1 | -0 | 1 | -0 | 1 | 1 | -1 | 6 | 0 | 1 | -1 | -1 | 1 | 1 | 1 | 1 | 1 | -0 | -0 | -1 | 0 | -0 | -1 | 2 | 3 | 7 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Gasoline ASD | 5 | 2 | 3 | 2 | 6 | 2 | -12 | -1 | -2 | -2 | -0 | -10 | -13 | -1 | -14 | -11 | -10 | -0 | -1 | 1 | -1 | -1 | -11 | -2 | -10 | 3 | 0 | 0 | 3 | 1 | 1 | 0 | 1 | 0 | 1 | 2 | 0 | 6 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | -1 | 1 | 3 | 6 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
0 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Diff (Full-Gasoline) | 0 | 1 | 1 | 1 | 0 | 0 | -3 | -3 | -3 | -4 | -3 | -3 | -3 | -3 | -3 | -2 | -3 | -4 | -3 | -2 | -4 | -3 | -3 | -3 | -3 | -0 | -1 | -1 | -1 | -0 | -0 | -0 | 0 | -1 | -0 | -1 | -1 | -0 | -0 | -0 | -1 | -1 | -0 | 0 | -0 | -0 | -0 | -1 | -1 | -1 | -0 | -1 | -0 | 0 | -1 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
CO | NOx | NH3 | SO2 | TOG | PM25 | PM10 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
(tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Original | 150101341 | 32731036 | 866532 | 243010 | 16933473 | 1137931 | 2299143 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Gasoline) | 157140672 | 33152895 | 915495 | 245314 | 16968671 | 1104651 | 2119854 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (All Fuels) | 157503249 | 33872540 | 922994 | 247160 | 17029036 | 1088181 | 2080859 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
CO | NOx | NH3 | SO2 | TOG | PM25 | PM10 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Gasoline) | 469 | 129 | 565 | 095 | 021 | -292 | -780 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Others) | 024 | 220 | 087 | 076 | 036 | -145 | -170 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (All Fuels) | 493 | 349 | 652 | 171 | 056 | -437 | -949 |
Day | CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
UNIT | (tonday) | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
182 | 550228438 | 106327295 | 12410016 | 978376 | 3097526 | 85524 | 3692358 | 05828 | 32164 | 09439 | 1982122 | 60979 | 03982 | 01755 | 41794 | 00553 | 261122 | 0305 | 274533 | 36658 | 1258 | 1265575 | 4634 | 129277 | 02059 | 25658 | 338348 | 175479 | 1023254 | 2244247 | 512582 | 857433 | 1360711 | 624383 | 725661 | 13351 | 16641 | 19963 | 120452 | 12423053 | 171219 | 06304 | 3162733 | 0 | 177475 | 28598484 | 4002465 | 645216 | 624374 | 338349 | 43329 | 8035 | 7617 | 34333 | 5168692 | 1023382 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
183 | 537367266 | 107724248 | 12543879 | 99099 | 3086094 | 853578 | 3744655 | 05947 | 32867 | 09677 | 2037892 | 61899 | 04033 | 01794 | 42427 | 0056 | 265664 | 03135 | 280343 | 3735 | 12907 | 1293568 | 4721 | 132473 | 02095 | 25534 | 34151 | 178267 | 1025632 | 2260251 | 511359 | 861772 | 1335793 | 633489 | 71717 | 13467 | 170305 | 19717 | 1206267 | 12340176 | 173879 | 0646 | 3123234 | 0 | 175384 | 28436658 | 3965202 | 640552 | 63348 | 341511 | 44099 | 80049 | 77084 | 344469 | 51792735 | 1025761 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
184 | 524232656 | 108102021 | 12573835 | 994349 | 3108055 | 85305 | 3767189 | 05994 | 33115 | 0974 | 2056552 | 62309 | 04057 | 01808 | 4266 | 00563 | 267326 | 03158 | 282457 | 37673 | 12996 | 1303459 | 47485 | 133593 | 02108 | 2553 | 342449 | 178968 | 1026431 | 2265315 | 511591 | 863441 | 1307699 | 635817 | 706542 | 13426 | 171203 | 19604 | 1205115 | 12236018 | 174441 | 06495 | 3088286 | 0 | 172944 | 28236355 | 3940969 | 639273 | 635808 | 34245 | 44287 | 80072 | 77332 | 346535 | 51760745 | 1026559 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
185 | 437339414 | 70771494 | 8430392 | 65261 | 2554665 | 652835 | 2392714 | 03426 | 18156 | 04714 | 1041036 | 39547 | 02628 | 00995 | 26535 | 0037 | 159446 | 01477 | 156552 | 2268 | 06248 | 708848 | 27222 | 71044 | 01251 | 19986 | 220149 | 103124 | 716232 | 1503063 | 390475 | 594014 | 1100178 | 373981 | 558361 | 08258 | 8558 | 1646 | 856388 | 9494965 | 101737 | 03162 | 25514 | 0 | 13759 | 21687227 | 3218595 | 520092 | 373975 | 220149 | 24651 | 62911 | 47591 | 266073 | 371353675 | 716321 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
186 | 460356602 | 75525146 | 89922 | 696409 | 2660844 | 68376 | 2451797 | 0365 | 19389 | 05116 | 1124364 | 40572 | 02684 | 01066 | 26904 | 0038 | 164732 | 01612 | 167406 | 24129 | 06793 | 760597 | 28117 | 76034 | 01292 | 20873 | 232237 | 110239 | 760722 | 158538 | 405862 | 6223 | 113102 | 399241 | 579222 | 0885 | 93215 | 1735 | 896304 | 9833908 | 108414 | 03457 | 2628309 | 0 | 142595 | 22488223 | 3317278 | 536958 | 399235 | 232238 | 26484 | 6489 | 50509 | 269704 | 391283325 | 760819 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
187 | 466285391 | 69133882 | 8308881 | 638114 | 2586251 | 657368 | 220898 | 03192 | 16728 | 04223 | 9228 | 36568 | 02434 | 00921 | 24083 | 00347 | 145739 | 01304 | 145002 | 21461 | 05594 | 65467 | 24551 | 63994 | 01141 | 20251 | 212738 | 97384 | 716428 | 1467955 | 390705 | 581838 | 1133723 | 355243 | 570318 | 08076 | 78022 | 17219 | 848486 | 957288 | 96154 | 02862 | 2602307 | 0 | 140342 | 21817073 | 3261166 | 525695 | 355238 | 212738 | 2311 | 62861 | 45632 | 256768 | 36921515 | 716518 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
188 | 523764766 | 97053799 | 11373191 | 893421 | 2940655 | 804798 | 3429014 | 05337 | 29384 | 08549 | 1746069 | 56685 | 03711 | 01602 | 38916 | 00516 | 241472 | 02737 | 250839 | 33684 | 11389 | 1154287 | 4276 | 115886 | 01903 | 24235 | 312337 | 160363 | 957381 | 2080614 | 482827 | 797937 | 129134 | 571776 | 685173 | 1228 | 150133 | 19081 | 1124692 | 11702819 | 156628 | 05675 | 3002134 | 0 | 167319 | 2691479 | 3796972 | 612161 | 571769 | 312338 | 39463 | 75852 | 70045 | 324192 | 48103885 | 9575 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
189 | 54623043 | 106160977 | 12384537 | 976795 | 3097526 | 854208 | 3691883 | 05815 | 32109 | 09435 | 198159 | 60909 | 03982 | 01752 | 41788 | 00553 | 260946 | 03049 | 274107 | 36551 | 12569 | 1263441 | 46327 | 129164 | 02058 | 25616 | 338089 | 175413 | 102192 | 2242275 | 51188 | 856629 | 1352776 | 624083 | 722837 | 13327 | 16641 | 19913 | 1202703 | 12386981 | 171119 | 06304 | 3151343 | 0 | 176756 | 28521094 | 3992025 | 644018 | 624074 | 33809 | 43316 | 80265 | 76124 | 34333 | 5160629 | 1022047 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
190 | 53116543 | 107262646 | 12483198 | 986686 | 3086095 | 850342 | 3744031 | 05931 | 32794 | 09672 | 2037195 | 61808 | 04033 | 01789 | 4242 | 0056 | 265435 | 03133 | 279785 | 37211 | 12893 | 1290781 | 47193 | 132327 | 02094 | 25466 | 341191 | 17815 | 1023214 | 2257188 | 510354 | 860625 | 1320786 | 63301 | 710484 | 13409 | 170276 | 19584 | 1203064 | 12255844 | 173637 | 06459 | 3099321 | 0 | 17389 | 28269585 | 3943754 | 638108 | 633001 | 341192 | 44074 | 79908 | 77012 | 344469 | 5163537 | 102334 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
191 | 524891445 | 107753467 | 12531854 | 991131 | 3108055 | 851594 | 3766466 | 05976 | 33031 | 09734 | 2055744 | 62203 | 04057 | 01803 | 42652 | 00563 | 26706 | 03155 | 28181 | 37512 | 12979 | 1300229 | 47466 | 133431 | 02106 | 25532 | 342724 | 179051 | 1026228 | 2266327 | 511873 | 863958 | 131055 | 636117 | 706522 | 13422 | 171276 | 19552 | 120584 | 12230721 | 174438 | 06498 | 3089009 | 0 | 173104 | 282377 | 3940945 | 638909 | 636108 | 342725 | 44306 | 80112 | 7737 | 346535 | 51751545 | 1026356 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
192 | 570737461 | 107609492 | 12598414 | 99049 | 3272643 | 884648 | 373492 | 05831 | 32006 | 09243 | 1928432 | 61791 | 0404 | 01748 | 42185 | 00563 | 262281 | 02969 | 273462 | 36967 | 12319 | 1257919 | 4629 | 127207 | 02067 | 26783 | 343146 | 175214 | 1048995 | 2285464 | 533653 | 878332 | 1418767 | 625027 | 751191 | 13372 | 163166 | 2095 | 1237579 | 12870654 | 171085 | 06161 | 330876 | 0 | 183909 | 29619866 | 4194125 | 677781 | 625019 | 343147 | 43058 | 84065 | 76737 | 358219 | 52801195 | 1049125 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
193 | 506663906 | 80068726 | 9548708 | 738433 | 2806584 | 728293 | 2598916 | 03819 | 20323 | 05392 | 1183345 | 42814 | 02848 | 01116 | 28563 | 00403 | 174125 | 01697 | 175577 | 25164 | 07141 | 79695 | 29787 | 79926 | 01366 | 22255 | 247046 | 117042 | 809808 | 1686847 | 432682 | 662495 | 12392 | 424055 | 630282 | 09495 | 98729 | 18585 | 958029 | 10611713 | 115231 | 0366 | 2843806 | 0 | 154956 | 24225735 | 356597 | 573795 | 424049 | 247047 | 28102 | 69231 | 53682 | 285878 | 4170426 | 809909 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
194 | 480171445 | 69576348 | 8370623 | 642269 | 2586251 | 661832 | 220862 | 03183 | 16686 | 0422 | 922399 | 36515 | 02434 | 00919 | 24079 | 00347 | 145607 | 01303 | 144681 | 21381 | 05585 | 653064 | 24542 | 63909 | 0114 | 20405 | 213856 | 97785 | 721438 | 1476366 | 393351 | 585182 | 1162833 | 356827 | 582865 | 08181 | 78215 | 17426 | 856089 | 9723127 | 96615 | 02868 | 2647387 | 0 | 143289 | 22132053 | 3302294 | 530364 | 356822 | 213857 | 23198 | 63291 | 45854 | 256768 | 37170735 | 721527 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
195 | 514098984 | 96871152 | 11344727 | 891681 | 2940655 | 801348 | 3429763 | 05357 | 29471 | 08556 | 1746906 | 56795 | 03711 | 01608 | 38924 | 00516 | 241747 | 02739 | 251509 | 33851 | 11406 | 1157638 | 42779 | 116054 | 01905 | 24134 | 311534 | 160058 | 9539 | 2074731 | 481044 | 795604 | 1273647 | 570586 | 677541 | 12208 | 149956 | 1894 | 1119731 | 1160986 | 15629 | 05669 | 2974876 | 0 | 165547 | 26719587 | 3771461 | 609554 | 570578 | 311535 | 39394 | 75588 | 69885 | 324192 | 47869235 | 954016 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
196 | 505305156 | 104993555 | 12215374 | 965783 | 3097526 | 838421 | 369431 | 05878 | 3239 | 09455 | 1984311 | 61266 | 03982 | 01769 | 41816 | 00553 | 26184 | 03057 | 276279 | 37093 | 12625 | 1274303 | 46391 | 12972 | 02064 | 25168 | 334701 | 174157 | 1006782 | 2217034 | 504093 | 846615 | 1269295 | 619169 | 68661 | 13013 | 16574 | 19309 | 1180321 | 11954337 | 169739 | 06282 | 3022668 | 0 | 168233 | 27613621 | 3874032 | 631053 | 61916 | 334702 | 43036 | 79021 | 75446 | 34333 | 50636745 | 1006907 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
197 | 487192578 | 106198789 | 1231932 | 976569 | 3086095 | 83293 | 3746575 | 05997 | 33089 | 09693 | 2040039 | 62181 | 04033 | 01807 | 42449 | 0056 | 266369 | 03141 | 282057 | 37778 | 12951 | 1302141 | 47259 | 132919 | 02101 | 24983 | 337616 | 176823 | 1006779 | 2230274 | 502062 | 850018 | 1239024 | 627797 | 674126 | 13093 | 169571 | 18953 | 1179805 | 11821744 | 172253 | 06436 | 2970399 | 0 | 165316 | 2735584 | 3823971 | 6243 | 627789 | 337617 | 43776 | 78581 | 76293 | 344469 | 5057890 | 1006904 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
198 | 49923582 | 10749124 | 12476774 | 988517 | 3108055 | 841884 | 3768441 | 06027 | 3326 | 09751 | 2057948 | 62493 | 04057 | 01816 | 42675 | 00563 | 267785 | 03161 | 283573 | 37952 | 13025 | 1309041 | 47517 | 133893 | 02112 | 25249 | 340489 | 178235 | 1016675 | 2250172 | 506967 | 857609 | 1261692 | 632913 | 686379 | 1324 | 170809 | 19214 | 119222 | 11993381 | 17364 | 06482 | 3016465 | 0 | 168195 | 27726475 | 3874357 | 631441 | 632904 | 34049 | 44121 | 7932 | 76933 | 346535 | 5112771 | 1016801 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
199 | 530396289 | 106727471 | 12464324 | 982121 | 3272643 | 870772 | 3736779 | 0588 | 32221 | 09259 | 1930509 | 62063 | 0404 | 0176 | 42206 | 00563 | 262964 | 02974 | 27512 | 37381 | 12362 | 1266209 | 46338 | 127645 | 02072 | 26335 | 339601 | 173908 | 1034275 | 2259677 | 525723 | 868034 | 1339966 | 619951 | 717345 | 13083 | 16245 | 20408 | 1215419 | 12466929 | 169747 | 06138 | 3186974 | 0 | 175815 | 28761121 | 4081381 | 66499 | 619942 | 339602 | 42766 | 8276 | 76037 | 358219 | 51954275 | 1034404 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
200 | 455425312 | 78334146 | 9306249 | 722142 | 2806584 | 711532 | 2600539 | 03861 | 2051 | 05405 | 1185156 | 43051 | 02848 | 01127 | 28582 | 00403 | 174719 | 01702 | 177024 | 25525 | 07179 | 804181 | 29829 | 80305 | 01371 | 21691 | 242846 | 115519 | 791115 | 1655562 | 422963 | 650108 | 1145003 | 418067 | 589438 | 09145 | 97945 | 17882 | 931288 | 10120993 | 113626 | 03634 | 2696019 | 0 | 145283 | 23184473 | 3428287 | 557758 | 41806 | 242847 | 27762 | 67661 | 52849 | 285878 | 407508375 | 791213 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
201 | 443417891 | 68103125 | 8172311 | 628496 | 2586251 | 649292 | 2209629 | 03209 | 16803 | 04228 | 923525 | 36663 | 02434 | 00926 | 24091 | 00347 | 145977 | 01306 | 145581 | 21605 | 05609 | 657565 | 24568 | 64147 | 01143 | 20002 | 210893 | 96718 | 707931 | 1454214 | 386455 | 576435 | 1094107 | 352618 | 553628 | 07924 | 77675 | 16906 | 837111 | 9370323 | 95442 | 02851 | 2541038 | 0 | 136387 | 21383855 | 3203644 | 518849 | 352613 | 210894 | 2296 | 6216 | 45267 | 256768 | 3648849 | 708018 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
202 | 506275586 | 96245244 | 11268118 | 885893 | 2940655 | 797535 | 3430027 | 05363 | 29501 | 08558 | 1747201 | 56833 | 03711 | 01609 | 38927 | 00516 | 241844 | 0274 | 251742 | 33909 | 11412 | 1158805 | 42786 | 116122 | 01906 | 24043 | 310858 | 159801 | 950886 | 2069569 | 479431 | 793521 | 1258334 | 569606 | 670326 | 12145 | 149826 | 18808 | 111526 | 11521637 | 155989 | 05664 | 2949321 | 0 | 163923 | 26536577 | 3747289 | 606176 | 569598 | 310859 | 39338 | 7527 | 69745 | 324192 | 47705325 | 951005 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
203 | 547338828 | 105760361 | 12340909 | 973134 | 3097526 | 853094 | 369194 | 05817 | 32116 | 09435 | 1981656 | 60918 | 03982 | 01753 | 41789 | 00553 | 260968 | 03049 | 274159 | 36564 | 1257 | 1263701 | 46329 | 129181 | 02058 | 25622 | 338164 | 175419 | 1022066 | 224258 | 511993 | 85675 | 135402 | 624142 | 72237 | 13323 | 166408 | 19892 | 1202858 | 12380164 | 171091 | 06304 | 3150869 | 0 | 176772 | 28513777 | 3991186 | 643451 | 624133 | 338165 | 43318 | 80226 | 7613 | 34333 | 5161853 | 1022192 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
204 | 53254207 | 10704957 | 12460326 | 984739 | 3086095 | 850888 | 3744009 | 0593 | 32792 | 09672 | 2037167 | 61804 | 04033 | 01789 | 42419 | 0056 | 265426 | 03133 | 279763 | 37206 | 12892 | 1290673 | 47193 | 132324 | 02093 | 25481 | 34127 | 17818 | 1023754 | 2257865 | 510541 | 860838 | 1328636 | 633131 | 713306 | 13433 | 170296 | 1962 | 1204137 | 12288119 | 173712 | 0646 | 3109189 | 0 | 174584 | 28334482 | 3951195 | 638384 | 633122 | 341271 | 44081 | 79921 | 77028 | 344469 | 51686245 | 1023881 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
205 | 515619609 | 107627998 | 12512426 | 989937 | 3108055 | 848181 | 3767542 | 06004 | 33156 | 09743 | 2056946 | 62361 | 04057 | 0181 | 42664 | 00563 | 267455 | 03159 | 282771 | 37751 | 13004 | 130503 | 47494 | 133682 | 02109 | 25435 | 341849 | 178736 | 1022957 | 2260354 | 510072 | 861558 | 1295969 | 634886 | 701008 | 13366 | 171084 | 19456 | 1201267 | 12165701 | 174167 | 06491 | 3068333 | 0 | 17172 | 28089741 | 3921216 | 636421 | 634877 | 34185 | 44235 | 79825 | 77205 | 346535 | 51523755 | 1023086 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
206 | 559155352 | 107678438 | 12602854 | 991097 | 3272643 | 881082 | 373616 | 05864 | 32149 | 09254 | 1929816 | 61972 | 0404 | 01756 | 42199 | 00563 | 262735 | 02972 | 274566 | 37243 | 12348 | 1263435 | 46322 | 127496 | 0207 | 26663 | 3421 | 174831 | 1045125 | 2278138 | 531379 | 875306 | 1398521 | 623552 | 742421 | 13296 | 162955 | 20818 | 1231437 | 12767202 | 170731 | 06154 | 3277265 | 0 | 181828 | 29396121 | 416439 | 674231 | 623543 | 342101 | 42974 | 837 | 76534 | 358219 | 52570925 | 1045256 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
207 | 506870938 | 80356079 | 9587531 | 741122 | 2806584 | 728165 | 2599178 | 03826 | 20353 | 05394 | 1183638 | 42852 | 02848 | 01118 | 28566 | 00403 | 174221 | 01697 | 175811 | 25222 | 07147 | 798117 | 29794 | 79988 | 01367 | 22261 | 247053 | 117049 | 809886 | 1687054 | 432752 | 662563 | 1241587 | 424082 | 631846 | 09503 | 98727 | 18603 | 958509 | 10630759 | 115263 | 0366 | 2848736 | 0 | 155291 | 24260281 | 3570318 | 574108 | 424077 | 247054 | 28103 | 69235 | 53687 | 285878 | 41704265 | 809987 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
208 | 476776602 | 69695103 | 8385077 | 643367 | 2586251 | 660413 | 2208886 | 0319 | 16717 | 04222 | 922697 | 36554 | 02434 | 00921 | 24082 | 00347 | 145705 | 01304 | 144919 | 2144 | 05592 | 654254 | 24549 | 63971 | 01141 | 20373 | 213595 | 97696 | 720109 | 1474549 | 392821 | 584509 | 1161592 | 356457 | 583248 | 0817 | 78156 | 17397 | 855266 | 9725438 | 96542 | 02866 | 2647238 | 0 | 143323 | 22128208 | 3301278 | 530069 | 356452 | 213596 | 23177 | 63218 | 45806 | 256768 | 3708495 | 720199 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
209 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
210 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
211 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
212 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
total | 15714067229 | 2942955836 | 34523952 | 27094175 | 91549482 | 24531355 | 101520281 | 157712 | 861844 | 246051 | 51741275 | 1680449 | 109977 | 47109 | 1142159 | 15352 | 7089862 | 78889 | 7372724 | 1005657 | 327875 | 33865345 | 124571 | 3421284 | 55828 | 741228 | 9317945 | 4721529 | 28775363 | 62283709 | 14706694 | 23988876 | 39068661 | 1687309 | 206461 | 362124 | 4353162 | 586302 | 33867757 | 354224062 | 4615621 | 164092 | 91435955 | 0 | 5059242 | 814519902 | 116029701 | 18778919 | 16872852 | 9317974 | 1157574 | 2320375 | 2078251 | 990182 | 14559761825 | 28778949 |
Day | CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
UNIT | (tonday) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
182 | 550345586 | 107608145 | 12502397 | 989691 | 310828 | 856831 | 3567357 | 05658 | 31135 | 09072 | 1925412 | 59006 | 03847 | 01701 | 40203 | 00538 | 251843 | 0293 | 265952 | 35758 | 12101 | 1225573 | 44545 | 124863 | 01985 | 25582 | 336239 | 174088 | 1017571 | 2232628 | 511447 | 853645 | 1360904 | 619321 | 724954 | 13268 | 164723 | 19963 | 1200083 | 12409099 | 169924 | 06238 | 3161849 | 0 | 177483 | 28549587 | 4000557 | 64479 | 619313 | 33624 | 42945 | 802 | 7563 | 343193 | 51868765 | 1017698 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
183 | 537438633 | 109041016 | 12638774 | 100262 | 3097112 | 855209 | 3615965 | 05772 | 31804 | 09299 | 1979617 | 59866 | 03894 | 01738 | 40789 | 00544 | 256102 | 03011 | 271484 | 36421 | 12412 | 1252267 | 45359 | 12793 | 02019 | 25454 | 339312 | 176817 | 1019732 | 2248136 | 510174 | 857823 | 1335979 | 628221 | 716431 | 13381 | 168547 | 19717 | 120164 | 12325565 | 17253 | 06391 | 3122314 | 0 | 175391 | 28385635 | 396321 | 640107 | 628212 | 339313 | 43698 | 79893 | 76522 | 344328 | 51979475 | 1019861 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
184 | 524297539 | 109431494 | 12669756 | 1006093 | 3119112 | 854717 | 3637993 | 05818 | 32046 | 0936 | 1998384 | 60268 | 03917 | 01752 | 41016 | 00547 | 257721 | 03033 | 273546 | 36738 | 12498 | 126191 | 45626 | 129037 | 02032 | 2545 | 340238 | 17751 | 102049 | 2253131 | 510399 | 859472 | 1307884 | 630517 | 705801 | 13339 | 169436 | 19604 | 1200464 | 12221405 | 173084 | 06426 | 3087361 | 0 | 172953 | 28185151 | 3938969 | 638826 | 630508 | 340239 | 43884 | 79915 | 76767 | 346394 | 51951515 | 1020616 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
185 | 437773125 | 71651963 | 8499877 | 660438 | 2559784 | 654214 | 234319 | 03353 | 17714 | 04555 | 102468 | 38765 | 02574 | 00972 | 25916 | 00364 | 155698 | 01427 | 152824 | 22287 | 0604 | 691445 | 26498 | 69363 | 01221 | 19958 | 219436 | 10265 | 714026 | 1499196 | 390105 | 592737 | 1100361 | 372201 | 558199 | 08232 | 8501 | 1646 | 854921 | 9492202 | 101298 | 0314 | 2551174 | 0 | 13766 | 21673279 | 3218082 | 51996 | 372195 | 219437 | 24518 | 62861 | 47403 | 266018 | 372933275 | 714115 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
186 | 460812227 | 7647417 | 9068168 | 704854 | 2666135 | 685308 | 2398465 | 03567 | 18889 | 04935 | 1114379 | 3971 | 02625 | 0104 | 26224 | 00373 | 160574 | 01558 | 163208 | 23682 | 06556 | 74093 | 27313 | 74439 | 01259 | 20839 | 231264 | 109585 | 758062 | 1579993 | 405349 | 620526 | 1131224 | 396854 | 578962 | 08812 | 92423 | 1735 | 894257 | 982927 | 107805 | 03426 | 2627979 | 0 | 142668 | 22467942 | 3316533 | 536773 | 396848 | 231265 | 26303 | 6482 | 50254 | 269624 | 39305575 | 758156 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
187 | 466855312 | 69961797 | 8376148 | 645492 | 2590594 | 658759 | 2169618 | 0313 | 16352 | 04086 | 917595 | 35933 | 0239 | 00901 | 23586 | 00342 | 142659 | 01264 | 141828 | 21123 | 05415 | 639808 | 23956 | 62852 | 01117 | 20227 | 212105 | 96954 | 714576 | 1464468 | 39038 | 580678 | 1133938 | 353649 | 570182 | 08052 | 77503 | 17219 | 84716 | 9570711 | 95755 | 02842 | 2602123 | 0 | 14042 | 21804966 | 326074 | 525581 | 353644 | 212105 | 2299 | 62815 | 45462 | 25671 | 37080305 | 714664 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
188 | 523926797 | 98123252 | 11448221 | 90285 | 2950578 | 806024 | 3314088 | 05186 | 28463 | 08223 | 1691687 | 54876 | 03587 | 01554 | 37449 | 00502 | 233009 | 02629 | 243179 | 32884 | 10962 | 1118634 | 41122 | 111822 | 01836 | 24168 | 310455 | 159117 | 952362 | 2070222 | 481815 | 794547 | 1291528 | 567256 | 684523 | 12206 | 148622 | 19081 | 1120711 | 11689817 | 155469 | 05615 | 3001324 | 0 | 167308 | 26870459 | 3795227 | 611778 | 567248 | 310456 | 39119 | 75718 | 69562 | 324067 | 48243285 | 952481 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
189 | 546350859 | 107439736 | 12476725 | 988092 | 310828 | 855801 | 3566882 | 05646 | 31079 | 09068 | 1924878 | 58935 | 03847 | 01698 | 40197 | 00538 | 251668 | 02929 | 265526 | 35652 | 1209 | 1223441 | 44532 | 124751 | 01984 | 2554 | 335979 | 17402 | 1016236 | 2230646 | 510745 | 85284 | 1352971 | 619018 | 72213 | 13245 | 164722 | 19913 | 1198262 | 12373021 | 169823 | 06238 | 3150458 | 0 | 176764 | 28472209 | 3990119 | 643592 | 619009 | 33598 | 42931 | 80115 | 75583 | 343193 | 51788525 | 1016362 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
190 | 531243477 | 108574492 | 12577657 | 998272 | 3097112 | 851977 | 3615337 | 05756 | 31731 | 09294 | 197892 | 59775 | 03894 | 01734 | 40781 | 00544 | 255873 | 03009 | 270926 | 36282 | 12398 | 124948 | 45343 | 127785 | 02017 | 25387 | 338992 | 176701 | 1017314 | 2245073 | 50917 | 856676 | 1320973 | 62774 | 709745 | 13323 | 168518 | 19584 | 1198439 | 12241244 | 172288 | 0639 | 3098398 | 0 | 173897 | 28218577 | 3941761 | 637662 | 627731 | 338993 | 43673 | 79751 | 7645 | 344328 | 5182256 | 1017441 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
191 | 524970508 | 109080293 | 12627539 | 1002852 | 3119112 | 853268 | 3637274 | 058 | 31962 | 09354 | 1997575 | 60162 | 03917 | 01747 | 41007 | 00547 | 257455 | 03031 | 272899 | 36577 | 12481 | 1258679 | 45607 | 128874 | 0203 | 25452 | 340515 | 177595 | 1020288 | 2254155 | 510683 | 859993 | 1310739 | 630823 | 705782 | 13336 | 16951 | 19552 | 1201195 | 12216127 | 173083 | 06428 | 3088084 | 0 | 173114 | 28186562 | 3938949 | 638463 | 630814 | 340516 | 43904 | 79955 | 76805 | 346394 | 5194325 | 1020416 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
192 | 570961172 | 108849863 | 12687565 | 1001446 | 3283233 | 886188 | 3613413 | 05669 | 3102 | 08893 | 1873324 | 59876 | 03909 | 01696 | 40637 | 00548 | 253301 | 02854 | 265248 | 36109 | 11861 | 1219671 | 44552 | 122947 | 01995 | 26711 | 341175 | 173911 | 1043625 | 2274608 | 532595 | 874787 | 141898 | 620277 | 750536 | 13295 | 161587 | 2095 | 1233427 | 12857703 | 169873 | 06099 | 3307937 | 0 | 183919 | 29574299 | 4192343 | 677384 | 620268 | 341176 | 42698 | 83924 | 76231 | 358088 | 5297687 | 1043756 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
193 | 507163867 | 81065264 | 9628386 | 7473 | 2812204 | 729916 | 25425 | 03732 | 19798 | 05202 | 1172352 | 41903 | 02785 | 01089 | 27844 | 00396 | 169738 | 0164 | 171168 | 24694 | 06892 | 776299 | 28939 | 78231 | 01331 | 22219 | 246034 | 116361 | 807032 | 1681241 | 432148 | 660647 | 1239423 | 421569 | 630014 | 09456 | 97905 | 18585 | 955898 | 1060692 | 114598 | 03627 | 2843462 | 0 | 155034 | 24204695 | 3565198 | 573603 | 421563 | 246035 | 27913 | 69158 | 53417 | 285795 | 418902575 | 807132 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
194 | 48075875 | 704079 | 8438246 | 649678 | 2590594 | 663229 | 216926 | 03121 | 1631 | 04083 | 917194 | 3588 | 0239 | 00899 | 23581 | 00342 | 142527 | 01263 | 141507 | 21043 | 05406 | 638202 | 23947 | 62767 | 01116 | 20381 | 213227 | 97358 | 71959 | 1472901 | 393028 | 584029 | 1163052 | 355241 | 582733 | 08157 | 77699 | 17426 | 854771 | 9721018 | 96218 | 02848 | 2647207 | 0 | 143368 | 22120122 | 3301873 | 530251 | 355236 | 213228 | 23079 | 63245 | 45685 | 25671 | 373304375 | 719679 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
195 | 514250234 | 97938555 | 11419491 | 901091 | 2950577 | 802572 | 3314836 | 05205 | 2855 | 08229 | 1692527 | 54985 | 03587 | 01559 | 37458 | 00502 | 233285 | 02631 | 243849 | 33051 | 10979 | 1121986 | 41142 | 11199 | 01838 | 24067 | 309651 | 158812 | 948876 | 2064328 | 480031 | 79221 | 1273831 | 566062 | 67689 | 12134 | 148445 | 1894 | 1115749 | 11596826 | 155129 | 05609 | 2974066 | 0 | 165536 | 26675222 | 3769716 | 609171 | 566054 | 309652 | 3905 | 75454 | 69402 | 324067 | 48008575 | 948992 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
196 | 505387695 | 106259365 | 12306235 | 97696 | 310828 | 840006 | 3569312 | 05709 | 31361 | 09089 | 1927599 | 59292 | 03847 | 01715 | 40225 | 00538 | 252561 | 02937 | 267698 | 36194 | 12146 | 1234302 | 44595 | 125307 | 0199 | 25091 | 332582 | 17276 | 1001081 | 2205363 | 502953 | 842812 | 1269477 | 614087 | 685899 | 1293 | 164046 | 19309 | 1175865 | 11940255 | 168439 | 06216 | 3021779 | 0 | 16824 | 27564502 | 3872111 | 630624 | 614079 | 332583 | 42649 | 7887 | 74904 | 343193 | 5081793 | 1001204 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
197 | 487229883 | 107500098 | 12412637 | 988061 | 3097112 | 834552 | 3617882 | 05822 | 32026 | 09315 | 1981765 | 60148 | 03894 | 01751 | 40811 | 00544 | 256807 | 03017 | 273199 | 36849 | 12456 | 1260839 | 45409 | 128377 | 02024 | 24903 | 335408 | 175368 | 1000858 | 2218107 | 500871 | 846053 | 1239199 | 622508 | 673382 | 13007 | 167806 | 18953 | 117516 | 11807014 | 170898 | 06367 | 2969467 | 0 | 16532 | 27304531 | 3821966 | 623853 | 622499 | 335409 | 43374 | 78424 | 75728 | 344328 | 50764745 | 1000983 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
198 | 499280117 | 108814004 | 12571898 | 1000199 | 3119112 | 84354 | 3639248 | 05851 | 32191 | 09371 | 199978 | 60451 | 03917 | 0176 | 4103 | 00547 | 25818 | 03037 | 274662 | 37017 | 12527 | 1267492 | 45659 | 129337 | 02035 | 25169 | 338273 | 176774 | 101072 | 2237961 | 505773 | 853631 | 1261871 | 627602 | 685635 | 13154 | 169038 | 19214 | 1187561 | 11978667 | 17228 | 06413 | 3015536 | 0 | 168202 | 27675078 | 3872352 | 630993 | 627593 | 338274 | 43717 | 79163 | 76367 | 346394 | 51317375 | 1010846 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
199 | 530561562 | 107957803 | 12552368 | 992981 | 3283233 | 87229 | 3615271 | 05717 | 31235 | 08908 | 1875401 | 60148 | 03909 | 01709 | 40658 | 00548 | 253982 | 02859 | 266907 | 36522 | 11904 | 1227961 | 446 | 123384 | 02 | 26262 | 337616 | 172598 | 1028883 | 2248752 | 524659 | 864469 | 1340166 | 615175 | 716681 | 13005 | 160862 | 20408 | 1211242 | 12453776 | 168528 | 06075 | 3186141 | 0 | 175822 | 28715171 | 4079582 | 664589 | 615166 | 337618 | 42404 | 82619 | 75528 | 358088 | 5212733 | 1029012 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
200 | 455853828 | 7931667 | 93846 | 730882 | 2812204 | 71313 | 2544122 | 03774 | 19985 | 05216 | 1174162 | 4214 | 02785 | 011 | 27863 | 00396 | 170332 | 01645 | 172614 | 25055 | 0693 | 783529 | 28981 | 78611 | 01336 | 21654 | 24182 | 11483 | 788314 | 1649881 | 422421 | 648239 | 1145206 | 415553 | 58916 | 09106 | 97111 | 17882 | 92913 | 10116039 | 112985 | 03602 | 2695664 | 0 | 145357 | 2316293 | 3427494 | 557562 | 415548 | 24182 | 27572 | 67587 | 52581 | 285795 | 40933975 | 788412 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
201 | 443959492 | 68923154 | 8238903 | 635802 | 2590594 | 650676 | 2170269 | 03147 | 16427 | 04092 | 918321 | 36028 | 0239 | 00906 | 23593 | 00342 | 142897 | 01266 | 142407 | 21267 | 0543 | 642702 | 23973 | 63005 | 01118 | 19979 | 210256 | 96286 | 706068 | 1450708 | 386127 | 575268 | 1094315 | 351016 | 55349 | 079 | 77153 | 16906 | 835777 | 9368105 | 95041 | 0283 | 2540853 | 0 | 136464 | 21371643 | 3203213 | 518734 | 351012 | 210257 | 2284 | 62113 | 45097 | 25671 | 366466925 | 706156 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
202 | 506423203 | 97306289 | 11342378 | 895246 | 2950578 | 79876 | 33151 | 05212 | 2858 | 08231 | 1692819 | 55024 | 03587 | 01561 | 37461 | 00502 | 233381 | 02632 | 244082 | 3311 | 10985 | 1123153 | 41149 | 112058 | 01838 | 23976 | 308973 | 158553 | 94586 | 2059155 | 478417 | 790123 | 1258522 | 565078 | 669674 | 1207 | 148313 | 18808 | 1111272 | 11508597 | 154828 | 05605 | 2948513 | 0 | 163911 | 26492124 | 3745542 | 605793 | 56507 | 308974 | 38993 | 75136 | 69262 | 324067 | 47844705 | 945979 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
203 | 547465781 | 107036797 | 12432935 | 984409 | 310828 | 854689 | 3566939 | 05647 | 31086 | 09069 | 1924944 | 58944 | 03847 | 01699 | 40198 | 00538 | 251689 | 02929 | 265577 | 35665 | 12091 | 1223699 | 44534 | 124767 | 01984 | 25546 | 336056 | 174028 | 1016385 | 2230966 | 510859 | 852962 | 1354217 | 619082 | 721664 | 1324 | 164722 | 19892 | 1198422 | 12366207 | 169797 | 06238 | 3149984 | 0 | 176781 | 28464958 | 3989279 | 643025 | 619074 | 336057 | 42933 | 80076 | 7559 | 343193 | 51800855 | 1016511 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
204 | 532626055 | 108359941 | 1255475 | 996315 | 3097112 | 852527 | 3615315 | 05755 | 31729 | 09294 | 1978892 | 59771 | 03894 | 01733 | 40781 | 00544 | 255864 | 03009 | 270904 | 36277 | 12397 | 1249371 | 45342 | 127781 | 02017 | 25402 | 339072 | 176731 | 1017856 | 2245757 | 509357 | 856891 | 1328824 | 627864 | 712568 | 13347 | 168539 | 1962 | 1199515 | 12273542 | 172364 | 06391 | 3108267 | 0 | 174592 | 28283545 | 3949206 | 637939 | 627856 | 339073 | 43681 | 79765 | 76466 | 344328 | 5187411 | 1017984 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
205 | 515687812 | 108950957 | 12607778 | 1001624 | 3119112 | 849856 | 3638351 | 05828 | 32087 | 09363 | 1998777 | 6032 | 03917 | 01754 | 4102 | 00547 | 25785 | 03034 | 27386 | 36817 | 12506 | 1263481 | 45635 | 129125 | 02033 | 25355 | 339638 | 177278 | 1017015 | 224817 | 50888 | 857588 | 1296155 | 629587 | 700267 | 1328 | 169317 | 19456 | 1196616 | 12151095 | 172811 | 06422 | 3067405 | 0 | 17173 | 28038574 | 3919215 | 635975 | 629578 | 339639 | 43832 | 79668 | 76639 | 346394 | 5171572 | 1017142 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
206 | 559365742 | 108920059 | 12692112 | 1002062 | 3283233 | 882623 | 3614648 | 05701 | 31163 | 08903 | 1874705 | 60057 | 03909 | 01704 | 40651 | 00548 | 253754 | 02857 | 266352 | 36384 | 11889 | 1225186 | 44584 | 123236 | 01998 | 26592 | 340126 | 173526 | 1039753 | 2267264 | 53032 | 871758 | 1398732 | 618797 | 741763 | 13219 | 161374 | 20818 | 1227278 | 12754191 | 169517 | 06092 | 327644 | 0 | 181838 | 29350454 | 416261 | 673834 | 618788 | 340127 | 42613 | 8356 | 76027 | 358088 | 5274666 | 1039882 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
207 | 507372734 | 8135666 | 9667616 | 750024 | 2812204 | 729794 | 2542762 | 03739 | 19828 | 05205 | 1172643 | 41941 | 02785 | 0109 | 27847 | 00396 | 169834 | 01641 | 171401 | 24753 | 06898 | 777465 | 28946 | 78294 | 01332 | 22225 | 246041 | 116369 | 80711 | 1681456 | 432219 | 660718 | 1241812 | 421599 | 631578 | 09464 | 97904 | 18603 | 956381 | 10625994 | 114631 | 03627 | 2848392 | 0 | 155368 | 24239277 | 3569548 | 573916 | 421593 | 246042 | 27915 | 69161 | 53422 | 285795 | 418907975 | 807211 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
208 | 477357266 | 70527383 | 845277 | 650783 | 2590594 | 661812 | 2169527 | 03128 | 16341 | 04085 | 917493 | 35919 | 0239 | 00901 | 23585 | 00342 | 142625 | 01263 | 141745 | 21102 | 05412 | 639393 | 23954 | 62828 | 01116 | 2035 | 212966 | 97268 | 718259 | 1471079 | 392498 | 583355 | 116181 | 354871 | 583115 | 08146 | 7764 | 17397 | 853948 | 9723323 | 96145 | 02846 | 264706 | 0 | 143402 | 22116257 | 3300857 | 529956 | 354866 | 212966 | 23057 | 63172 | 45638 | 25671 | 37244745 | 71835 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
209 | 493879023 | 97750146 | 11382499 | 899234 | 2950577 | 794794 | 3316314 | 05244 | 28721 | 08241 | 1694174 | 55201 | 03587 | 01569 | 37475 | 00502 | 233825 | 02636 | 245164 | 3338 | 11013 | 1128563 | 4118 | 11233 | 01842 | 23848 | 308 | 158231 | 941328 | 2052231 | 476285 | 787461 | 1235654 | 563737 | 661815 | 11993 | 148141 | 18673 | 110552 | 11418068 | 154535 | 05599 | 2918821 | 0 | 161856 | 26288225 | 3719234 | 603418 | 563729 | 308001 | 38919 | 74874 | 69082 | 324067 | 4750861 | 941445 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
210 | 501601797 | 106766592 | 12363163 | 98161 | 310828 | 837056 | 3570248 | 05733 | 31469 | 09097 | 1928644 | 59429 | 03847 | 01721 | 40236 | 00538 | 252905 | 0294 | 268534 | 36402 | 12168 | 1238481 | 4462 | 125539 | 01993 | 25052 | 332394 | 172695 | 999385 | 2203632 | 502447 | 842257 | 1266022 | 613797 | 684529 | 1291 | 164011 | 19257 | 1174648 | 11926206 | 168402 | 06215 | 3017098 | 0 | 167892 | 27530923 | 3867845 | 629654 | 613788 | 332395 | 42633 | 78788 | 74864 | 343193 | 50673465 | 999509 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
211 | 499065391 | 1080754 | 12491169 | 993448 | 3097112 | 838422 | 3617741 | 05818 | 32009 | 09314 | 1981601 | 60127 | 03894 | 0175 | 40809 | 00544 | 256754 | 03017 | 273069 | 36816 | 12453 | 1260192 | 45405 | 128356 | 02024 | 25033 | 336342 | 175714 | 1005075 | 2225249 | 503128 | 848925 | 1262951 | 62386 | 684556 | 13092 | 167969 | 19123 | 1181768 | 1194052 | 171272 | 06372 | 3008639 | 0 | 16793 | 27580256 | 3858219 | 627769 | 623851 | 336343 | 4345 | 78764 | 75918 | 344328 | 5101658 | 1005201 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
212 | 510059453 | 108986191 | 1260348 | 1001878 | 3119112 | 847428 | 3638601 | 05834 | 32116 | 09365 | 1999056 | 60356 | 03917 | 01756 | 41023 | 00547 | 257942 | 03035 | 274084 | 36873 | 12512 | 1264602 | 45642 | 129189 | 02033 | 25287 | 339179 | 1771 | 1014762 | 2244555 | 507774 | 85619 | 1282462 | 628914 | 693614 | 1323 | 169223 | 19361 | 1193048 | 12073188 | 172611 | 06419 | 3044861 | 0 | 170169 | 27880522 | 3899013 | 633856 | 628905 | 33918 | 43792 | 79466 | 76542 | 346394 | 5157857 | 1014889 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
1575032492 | 3008455449 | 351116241 | 27682287 | 92299436 | 24715968 | 99267828 | 155072 | 845207 | 239811 | 512493 | 1645236 | 107479 | 46259 | 1111954 | 1509 | 6922635 | 76963 | 7235403 | 992784 | 319808 | 33228736 | 1212689 | 3359175 | 54493 | 743159 | 9349364 | 4737588 | 28828492 | 62511012 | 14763057 | 2407931 | 39179182 | 16921876 | 20706272 | 363329 | 4367819 | 588024 | 33990128 | 355575715 | 4631961 | 164646 | 91728656 | 0 | 5080389 | 817447675 | 116450563 | 18849431 | 16921638 | 9349393 | 1161079 | 232903 | 2084828 | 9959974 | 14719855875 | 28832085 |
Day | CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
UNIT | (tonday) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
182 | 527521289 | 104187705 | 12096017 | 95816 | 2916008 | 843671 | 4167513 | 05895 | 3271 | 09609 | 1985614 | 67723 | 04539 | 01768 | 48289 | 00617 | 288101 | 03065 | 278758 | 36556 | 1268 | 1275076 | 51515 | 131479 | 02273 | 25075 | 337565 | 175434 | 993582 | 2229801 | 50918 | 856529 | 1353648 | 623222 | 720678 | 13149 | 166413 | 18945 | 119824 | 12369397 | 171206 | 06304 | 3144352 | 0 | 176114 | 28465674 | 3984323 | 641234 | 623213 | 337566 | 43272 | 80196 | 76002 | 347433 | 51099815 | 993707 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
183 | 516131016 | 10563458 | 12237189 | 971244 | 2904136 | 842359 | 4225359 | 06016 | 33424 | 0985 | 2041453 | 68736 | 04596 | 01806 | 49006 | 00624 | 292997 | 0315 | 284641 | 37257 | 13009 | 1303341 | 52451 | 134711 | 02313 | 2499 | 340949 | 178289 | 997305 | 2247655 | 508591 | 861603 | 1329856 | 632622 | 712877 | 13274 | 170318 | 18739 | 1201132 | 12297847 | 173919 | 0646 | 3108173 | 0 | 174193 | 28330491 | 3951694 | 637453 | 632614 | 34095 | 44055 | 79982 | 7696 | 348596 | 51223245 | 997429 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
184 | 503450664 | 106042188 | 12271257 | 974882 | 2924994 | 841786 | 425044 | 06064 | 33675 | 09914 | 2060127 | 69181 | 04623 | 0182 | 49274 | 00628 | 2948 | 03173 | 286774 | 37578 | 13098 | 1313258 | 52754 | 135841 | 02327 | 24987 | 341892 | 17899 | 998159 | 2252749 | 508832 | 863277 | 1302012 | 634953 | 702371 | 13233 | 171216 | 18626 | 1200029 | 12194872 | 174479 | 06495 | 3073632 | 0 | 171785 | 28132668 | 3927747 | 63619 | 634944 | 341893 | 44243 | 80006 | 77209 | 35068 | 51189375 | 998281 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
185 | 412640312 | 68845259 | 8147964 | 634411 | 2409311 | 641414 | 2740057 | 03459 | 18482 | 04837 | 1043001 | 44355 | 03036 | 01 | 31243 | 00417 | 178836 | 01486 | 15917 | 22469 | 06307 | 71325 | 30963 | 72514 | 01405 | 19276 | 218121 | 102629 | 684281 | 1479467 | 383548 | 588276 | 1089621 | 37107 | 55067 | 0805 | 85518 | 15417 | 843984 | 9385507 | 101387 | 03162 | 2517846 | 0 | 135598 | 21423406 | 3175189 | 511009 | 371065 | 218121 | 2451 | 62264 | 47169 | 269326 | 3656006 | 684366 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
186 | 433033164 | 73375015 | 867765 | 676099 | 2507971 | 671238 | 281798 | 03669 | 19663 | 05239 | 1125698 | 45582 | 03115 | 01067 | 31891 | 00429 | 18506 | 01619 | 169581 | 23769 | 06841 | 762396 | 3207 | 7744 | 01454 | 20091 | 229999 | 109689 | 725827 | 1559375 | 398227 | 615963 | 1119706 | 396025 | 570644 | 0862 | 93147 | 16195 | 882599 | 971358 | 108043 | 03457 | 2591316 | 0 | 140381 | 22197629 | 3269388 | 526941 | 396019 | 229999 | 26328 | 64165 | 50043 | 273629 | 38495705 | 725918 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
187 | 436329062 | 66922847 | 7985676 | 617234 | 2439078 | 644435 | 2547927 | 03206 | 16962 | 04337 | 923902 | 41163 | 02833 | 00921 | 2868 | 00392 | 164437 | 01311 | 146909 | 21092 | 05635 | 65571 | 28191 | 65259 | 0129 | 19397 | 210028 | 96685 | 679347 | 1438193 | 381735 | 573865 | 1120289 | 351393 | 560384 | 07834 | 77932 | 16007 | 832386 | 9428972 | 95666 | 02862 | 2558507 | 0 | 137795 | 21471216 | 3203411 | 513796 | 351388 | 210028 | 22924 | 61948 | 45072 | 260426 | 362687875 | 679432 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
188 | 501372383 | 95002676 | 11072416 | 874043 | 2768458 | 793734 | 3877832 | 054 | 29896 | 08711 | 1749341 | 63047 | 04237 | 01614 | 45048 | 00576 | 266934 | 02751 | 254808 | 33581 | 11483 | 116314 | 47645 | 117959 | 02106 | 23658 | 311449 | 160278 | 928444 | 2065771 | 479206 | 796619 | 1284231 | 57049 | 680104 | 12084 | 15013 | 18094 | 1118042 | 11645947 | 156587 | 05675 | 2982958 | 0 | 165942 | 26774353 | 3777099 | 60786 | 570481 | 31145 | 39399 | 75651 | 69859 | 328078 | 4754195 | 928561 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
189 | 523637695 | 104034453 | 12072527 | 956702 | 2916008 | 842744 | 4167044 | 05883 | 32656 | 09606 | 1985091 | 67655 | 04539 | 01764 | 48284 | 00617 | 287929 | 03064 | 27834 | 36452 | 12669 | 1272988 | 51503 | 131369 | 02272 | 25034 | 337313 | 175369 | 992318 | 2227886 | 508499 | 855748 | 1345992 | 62293 | 717929 | 13127 | 166414 | 18898 | 119647 | 12334379 | 171111 | 06304 | 3133279 | 0 | 175412 | 28390537 | 3974153 | 640067 | 622921 | 337314 | 43259 | 80114 | 75957 | 347433 | 51024665 | 992444 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
190 | 510116523 | 105199639 | 12180325 | 967191 | 2904136 | 839198 | 4224749 | 06001 | 33353 | 09845 | 2040769 | 68646 | 04596 | 01802 | 48999 | 00624 | 292772 | 03148 | 284094 | 3712 | 12995 | 1300601 | 52435 | 134568 | 02311 | 24926 | 340637 | 178174 | 995043 | 2244696 | 507615 | 860476 | 1315009 | 632154 | 706271 | 13217 | 170289 | 18612 | 1197995 | 12214474 | 173678 | 06459 | 3084567 | 0 | 172719 | 28165559 | 3930524 | 635055 | 632145 | 340638 | 44031 | 79843 | 76889 | 348596 | 5106909 | 995166 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
191 | 503891562 | 105700977 | 12230387 | 971735 | 2924994 | 840322 | 4249734 | 06046 | 33593 | 09908 | 2059337 | 69077 | 04623 | 01816 | 49265 | 00628 | 29454 | 0317 | 286142 | 3742 | 13082 | 1310098 | 52735 | 135682 | 02325 | 24989 | 342152 | 17907 | 997955 | 2253701 | 509089 | 863755 | 1304632 | 635239 | 702278 | 1323 | 171288 | 18576 | 1200693 | 12188588 | 174473 | 06498 | 3074044 | 0 | 171926 | 28131846 | 3927404 | 635797 | 63523 | 342154 | 44262 | 80042 | 77244 | 35068 | 51178825 | 998079 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
192 | 544858086 | 105312734 | 12261509 | 968791 | 3082353 | 871822 | 4221925 | 05895 | 3254 | 09418 | 1931802 | 68663 | 04611 | 01759 | 48831 | 00628 | 289827 | 02983 | 277625 | 36816 | 12417 | 1266768 | 51581 | 129416 | 02285 | 26099 | 341898 | 175032 | 1015488 | 2266757 | 528848 | 875917 | 1409757 | 623227 | 74485 | 13146 | 163151 | 19814 | 1228818 | 1279431 | 170967 | 06161 | 3283715 | 0 | 182207 | 29432878 | 4166435 | 671874 | 623218 | 341899 | 4297 | 83736 | 76476 | 362433 | 52152005 | 1015614 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
193 | 476778438 | 77749429 | 9209822 | 71653 | 2644341 | 714915 | 2986949 | 0384 | 20618 | 05523 | 1184799 | 4813 | 03304 | 01118 | 3385 | 00455 | 195686 | 01705 | 177915 | 24792 | 07193 | 799032 | 33978 | 81425 | 01538 | 21429 | 244699 | 116469 | 772873 | 1659478 | 424661 | 655869 | 1226457 | 42068 | 620931 | 09251 | 98658 | 17364 | 943539 | 1048174 | 11484 | 0366 | 2803787 | 0 | 152545 | 23913462 | 3514915 | 563255 | 420673 | 2447 | 27938 | 68472 | 53193 | 289938 | 4102799 | 77297 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
194 | 449196914 | 6732082 | 8041113 | 620969 | 2439078 | 64876 | 2547578 | 03197 | 16921 | 04334 | 923512 | 41112 | 02833 | 00919 | 28676 | 00392 | 164308 | 01309 | 146596 | 21014 | 05627 | 654148 | 28182 | 65177 | 01289 | 1954 | 211103 | 97073 | 683947 | 1446197 | 384249 | 577074 | 1148655 | 352918 | 572572 | 07935 | 78124 | 16201 | 839693 | 9574733 | 96115 | 02868 | 2602206 | 0 | 140654 | 21776494 | 3243127 | 51826 | 352913 | 211104 | 2301 | 62359 | 45286 | 260426 | 36511305 | 684033 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
195 | 492119414 | 94837139 | 11046455 | 872464 | 2768458 | 790245 | 3878569 | 05419 | 29981 | 08717 | 1750161 | 63155 | 04237 | 01619 | 45056 | 00576 | 267203 | 02753 | 255463 | 33744 | 115 | 1166415 | 47664 | 118123 | 02108 | 23562 | 310663 | 159977 | 925157 | 2060046 | 477474 | 794333 | 1266519 | 569321 | 672527 | 12013 | 149954 | 17957 | 111318 | 11553611 | 156247 | 05669 | 2955917 | 0 | 164188 | 26580769 | 3751902 | 605308 | 569313 | 310664 | 39332 | 75391 | 69701 | 328078 | 47305865 | 925272 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
196 | 484653867 | 10296874 | 11918015 | 946649 | 2916008 | 826995 | 4169432 | 05945 | 32932 | 09625 | 198776 | 68005 | 04539 | 01781 | 48312 | 00617 | 288806 | 03071 | 280473 | 36984 | 12725 | 1283649 | 51565 | 131915 | 02279 | 24608 | 334006 | 174135 | 978106 | 2203459 | 500962 | 84597 | 1263255 | 618126 | 682209 | 12818 | 165747 | 1832 | 1174615 | 11907894 | 169742 | 06282 | 3006566 | 0 | 167021 | 27497097 | 3858349 | 627449 | 618117 | 334007 | 42983 | 789 | 75296 | 347433 | 5005759 | 978228 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
197 | 468224805 | 104244414 | 12032341 | 958103 | 2904137 | 821897 | 422726 | 06066 | 33644 | 09866 | 2043577 | 69014 | 04596 | 01819 | 49028 | 00624 | 293694 | 03156 | 286336 | 37679 | 13053 | 1311811 | 52501 | 135152 | 02318 | 24466 | 337149 | 17687 | 979621 | 2218662 | 499595 | 850125 | 1234175 | 62706 | 670483 | 12907 | 169587 | 18011 | 1175305 | 11787462 | 172309 | 06436 | 2957863 | 0 | 16429 | 27267686 | 3813175 | 621633 | 627051 | 33715 | 43739 | 7855 | 76188 | 348596 | 5001863 | 979742 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
198 | 479718555 | 105501494 | 12184573 | 969713 | 2924994 | 830722 | 4251681 | 06096 | 33818 | 09924 | 2061509 | 69362 | 04623 | 01829 | 49288 | 00628 | 295254 | 03177 | 287877 | 37853 | 13127 | 1318775 | 52786 | 136138 | 0233 | 24722 | 339983 | 17827 | 989069 | 223816 | 504376 | 857595 | 1256544 | 632121 | 682547 | 13052 | 170824 | 18256 | 1187483 | 11956486 | 173687 | 06482 | 3003143 | 0 | 167123 | 27632395 | 3862603 | 628598 | 632112 | 339984 | 44081 | 79275 | 7682 | 35068 | 50560935 | 989193 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
199 | 507036484 | 104535312 | 12142426 | 961406 | 3082353 | 858174 | 4223745 | 05942 | 3275 | 09433 | 1933838 | 6893 | 04611 | 01771 | 48852 | 00628 | 290496 | 02989 | 279251 | 37221 | 12459 | 1274894 | 51628 | 129845 | 0229 | 25677 | 338464 | 173757 | 100186 | 2242014 | 521251 | 865957 | 1332349 | 6183 | 711733 | 12865 | 162439 | 19304 | 1207363 | 12399872 | 169653 | 06138 | 3164822 | 0 | 174296 | 28594998 | 4056819 | 659559 | 618291 | 338465 | 42685 | 82476 | 75798 | 362433 | 51316645 | 1001985 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
200 | 4291425 | 76164351 | 8988975 | 701649 | 2644341 | 69841 | 2988514 | 03881 | 208 | 05536 | 1186551 | 48359 | 03304 | 01128 | 33869 | 00455 | 196261 | 0171 | 179314 | 25141 | 07229 | 806025 | 34018 | 81792 | 01542 | 20903 | 240651 | 114987 | 755704 | 1629651 | 415406 | 643947 | 1134162 | 414897 | 581117 | 08912 | 97879 | 16707 | 917784 | 10004016 | 113266 | 03634 | 2660045 | 0 | 143129 | 22901084 | 3381587 | 547889 | 414891 | 240652 | 27609 | 6696 | 5239 | 289938 | 40087695 | 755798 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
201 | 414913398 | 65957471 | 7858538 | 608232 | 2439078 | 636319 | 2548572 | 03223 | 17036 | 04342 | 924622 | 41258 | 02833 | 00925 | 28687 | 00392 | 164673 | 01313 | 147484 | 21235 | 0565 | 658584 | 28208 | 65411 | 01292 | 19164 | 208241 | 96034 | 671511 | 1425056 | 37767 | 568637 | 108115 | 348847 | 544025 | 07686 | 77587 | 15712 | 821387 | 923062 | 94962 | 02851 | 2498573 | 0 | 133927 | 21047625 | 3147417 | 507205 | 348842 | 208242 | 22779 | 61267 | 4472 | 260426 | 358340475 | 671595 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
202 | 484641602 | 94245527 | 10974386 | 866995 | 2768458 | 786479 | 3878844 | 05426 | 30012 | 08719 | 1750471 | 63195 | 04237 | 01621 | 45059 | 00576 | 267304 | 02754 | 255709 | 33806 | 11506 | 1167649 | 47671 | 118194 | 02108 | 23475 | 310002 | 159724 | 922319 | 2055047 | 47591 | 792294 | 1251418 | 568361 | 665434 | 11951 | 149825 | 17832 | 110881 | 11466925 | 155951 | 05664 | 2930829 | 0 | 162593 | 26401084 | 3728215 | 602018 | 568353 | 310003 | 39276 | 75082 | 69565 | 328078 | 4714359 | 922434 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
203 | 524579883 | 103643984 | 12030052 | 953135 | 2916008 | 841569 | 4167108 | 05885 | 32664 | 09606 | 1985165 | 67664 | 04539 | 01765 | 48285 | 00617 | 287954 | 03064 | 278399 | 36466 | 12671 | 127328 | 51504 | 131387 | 02272 | 2504 | 337379 | 175373 | 992427 | 222814 | 50859 | 855841 | 1346991 | 622978 | 717404 | 13121 | 166412 | 18877 | 119658 | 1232666 | 171078 | 06304 | 3132526 | 0 | 175415 | 2838125 | 3973052 | 63948 | 622969 | 33738 | 4326 | 80072 | 75962 | 347433 | 51032785 | 992551 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
204 | 511148203 | 104983652 | 12156962 | 96522 | 2904136 | 83969 | 4224742 | 06 | 33352 | 09845 | 2040759 | 68645 | 04596 | 01802 | 48999 | 00624 | 29277 | 03148 | 284088 | 37119 | 12995 | 1300573 | 52435 | 134568 | 02311 | 24937 | 340702 | 1782 | 995457 | 2245244 | 507761 | 860647 | 1322636 | 632255 | 708996 | 1324 | 170309 | 18644 | 1198981 | 12245485 | 17375 | 0646 | 3094034 | 0 | 17339 | 28227639 | 3937558 | 635277 | 632246 | 340703 | 44037 | 79851 | 76903 | 348596 | 51117265 | 995579 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
205 | 494995859 | 105593164 | 12213384 | 970708 | 2924994 | 836909 | 4250807 | 06073 | 33717 | 09917 | 2060536 | 69234 | 04623 | 01823 | 49278 | 00628 | 294934 | 03174 | 287099 | 37659 | 13107 | 1314885 | 52763 | 135933 | 02328 | 24896 | 341294 | 178758 | 994849 | 2247889 | 507336 | 861401 | 1290197 | 63403 | 696845 | 13174 | 171097 | 18484 | 1196221 | 12124623 | 174204 | 06491 | 3053715 | 0 | 170566 | 27986409 | 3908074 | 633372 | 634021 | 341295 | 44191 | 7976 | 77082 | 35068 | 5095164 | 994974 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
206 | 533839492 | 105399277 | 12268152 | 969559 | 3082353 | 868282 | 4223143 | 05927 | 32681 | 09428 | 1933169 | 68842 | 04611 | 01767 | 48845 | 00628 | 290276 | 02987 | 278716 | 37088 | 12445 | 1272224 | 51613 | 129701 | 02289 | 25984 | 340876 | 174655 | 1011827 | 2259645 | 526642 | 872963 | 1389777 | 621783 | 73623 | 13072 | 16294 | 19688 | 1222822 | 1269275 | 170617 | 06154 | 325282 | 0 | 180165 | 29213418 | 4137359 | 668422 | 621774 | 340877 | 42887 | 8338 | 76277 | 362433 | 51923385 | 1011953 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
207 | 476864883 | 78021787 | 9246307 | 719074 | 264434 | 714709 | 29872 | 03847 | 20648 | 05525 | 1185081 | 48167 | 03304 | 01119 | 33853 | 00455 | 195779 | 01706 | 178141 | 24848 | 07199 | 800158 | 33984 | 81486 | 01538 | 21434 | 244698 | 116473 | 772916 | 1659636 | 424712 | 655914 | 1228626 | 420697 | 622412 | 09258 | 98655 | 17381 | 943971 | 10499733 | 114868 | 0366 | 2808427 | 0 | 152862 | 23945813 | 3518981 | 563534 | 420692 | 244699 | 27939 | 68471 | 53196 | 289938 | 410243825 | 773013 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
208 | 445999766 | 67436274 | 8055095 | 622036 | 2439078 | 647313 | 2547833 | 03203 | 16951 | 04336 | 923798 | 41149 | 02833 | 0092 | 28679 | 00392 | 164402 | 0131 | 146825 | 21071 | 05632 | 655291 | 28189 | 65236 | 0129 | 19511 | 210848 | 96985 | 682725 | 144446 | 383743 | 576418 | 1147303 | 352557 | 572922 | 07924 | 78064 | 16174 | 8389 | 957679 | 96043 | 02866 | 2601999 | 0 | 140683 | 21772288 | 324213 | 517981 | 352552 | 210848 | 22989 | 62288 | 45239 | 260426 | 36424665 | 68281 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
209 | 472785469 | 94697012 | 11016262 | 871061 | 2768458 | 782554 | 3880029 | 05457 | 3015 | 08729 | 1751794 | 63369 | 04237 | 01629 | 45073 | 00576 | 267739 | 02758 | 256767 | 3407 | 11533 | 1172938 | 47702 | 118459 | 02112 | 23355 | 309061 | 15941 | 918105 | 2048412 | 473864 | 789717 | 1228873 | 567064 | 657733 | 11875 | 149655 | 17703 | 1103238 | 11378469 | 155665 | 05659 | 29018 | 0 | 160579 | 26201936 | 370263 | 599743 | 567056 | 309062 | 39205 | 74827 | 69392 | 328078 | 46811125 | 918219 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
210 | 481044219 | 103465703 | 11973818 | 951203 | 2916008 | 82403 | 4170384 | 0597 | 33042 | 09633 | 198882 | 68144 | 04539 | 01787 | 48323 | 00617 | 289155 | 03074 | 281319 | 37195 | 12746 | 1287882 | 51589 | 132149 | 02281 | 24572 | 33382 | 17407 | 976532 | 2201805 | 500478 | 845425 | 1259823 | 61784 | 680867 | 12798 | 165711 | 18271 | 1173432 | 11894218 | 169705 | 06281 | 3002022 | 0 | 166683 | 27464414 | 3854222 | 626511 | 617832 | 333821 | 42967 | 78818 | 75257 | 347433 | 49911685 | 976655 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
211 | 479501172 | 104780957 | 12105438 | 963125 | 2904136 | 825715 | 4227133 | 06062 | 33629 | 09865 | 2043438 | 68995 | 04596 | 01818 | 49026 | 00624 | 293649 | 03156 | 286225 | 37652 | 1305 | 1311259 | 52498 | 135136 | 02317 | 2459 | 338057 | 177207 | 983584 | 2225571 | 501779 | 852924 | 1257601 | 628373 | 681487 | 12991 | 169748 | 18172 | 1181753 | 11918835 | 172677 | 06441 | 2996377 | 0 | 166857 | 2753863 | 3848744 | 625447 | 628365 | 338058 | 43813 | 78881 | 76372 | 348596 | 5026754 | 983707 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
212 | 489967422 | 105643008 | 12211602 | 971102 | 2924994 | 834542 | 4251039 | 0608 | 33744 | 09919 | 2060797 | 69268 | 04623 | 01824 | 4928 | 00628 | 29502 | 03175 | 287309 | 37711 | 13112 | 1315934 | 52769 | 135992 | 02328 | 24834 | 340863 | 178589 | 992845 | 2244516 | 506305 | 860082 | 1276818 | 633396 | 69037 | 13126 | 171006 | 18396 | 1192815 | 12048998 | 174011 | 06488 | 3031837 | 0 | 169049 | 27833271 | 3888593 | 631364 | 633387 | 340864 | 44153 | 79569 | 76991 | 35068 | 50818255 | 992968 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
15010134101 | 2907447588 | 338906633 | 26749425 | 86653198 | 24300952 | 116121122 | 161073 | 886044 | 254096 | 52666292 | 1887825 | 126966 | 47921 | 1339128 | 17312 | 7931596 | 80409 | 7568148 | 1010458 | 334775 | 34482032 | 140709 | 3529457 | 62521 | 725221 | 9364562 | 4766655 | 28009183 | 62249139 | 14646134 | 24095161 | 38918082 | 16994929 | 205379 | 358933 | 4410037 | 555377 | 3383826 | 353637793 | 4660906 | 166325 | 91011697 | 0 | 5030087 | 813094019 | 115656819 | 18679581 | 16994688 | 936459 | 1168126 | 2322596 | 2090508 | 10087629 | 14479505425 | 28012676 |
Background on Speeds in MOVES and SMOKE-MOVES
bull Speed impacts emission rates and is relevant to MOVES rate-per-distance (RPD) processes
bull Vehicle-miles-traveled (VMT) are used for activity data
bull RPD emissions = RPD emission factor VMT
bull SMOKE-MOVES interpolates between two speed bin MOVES emission factors to estimate the factor for a specific speed value
bull Alternatively MOVES inventory mode uses average speed distributions (ASD) to compute emissions as a weighted sum across all speed bins
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 5
Speed Bin Min Speed Max Speed
1 0 25
2 25 75
3 75 125
4 125 175
5 175 225
6 225 275
7 275 325
8 325 375
9 375 425
10 425 475
11 475 525
12 525 575
13 575 625
14 625 675
15 675 725
16 725
Examples of Average Speed Distributions
bull Two counties ASD for weekdays at 400pm
bull Example 1 Spread-out ASD vs 2682mph bull MOVES inventory mode would apply emissions
rates from all speed bins and sum the emissionsbull SMOKE-MOVES would interpolate between
emissions factors from two speed binsbull Different emissions would be estimated due to
different number of bins involved
bull Example 2 Compact ASD with a peak at the same bins SMOKE-MOVES would used
bull Similar emissions would be estimated due to similar representation of speed bins
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 6
0010203040506070809
1
25 5 10 15 20 25 30 35 40 45 50 55 60 65
Frac
tion
Average Bin Speed
Example 1 4pm 2682mph
asd smspd
0010203040506070809
1
25 5 10 15 20 25 30 35 40 45 50 55 60 65
Frac
tion
Average Bin Speed
Example 2 4pm 60 mph
7International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019)
bull Atlanta Chicago Baltimore Dallas and Phoenix
bull Varies by hour vehicle amp city
bull Slower speed during rush hours and daytime
Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Unrestricted)
Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Restricted)
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 8
bull Restricted road speeds are typically higher than unrestricted road
bull Clear lower speed during the rush hours
Impact of Speed by Pollutant
and Vehicle Type
Fuel Gasoline
9
Impact of Speed by Pollutant
and Vehicle Type
Fuel Diesel
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 10
Improved Representation of Speeds in SMOKE-MOVES
bull New Feature in SMOKE-MOVES Average Speed Fraction by Distance (ASD) Emissions estimated for each of 16 speed bins (SPD)
Traveled Distance (TD)spd = Speed (mph)spd ASFspd
ASDspd = TDspd Sums of TD
ASD is function of
int (FIPS SCC WeekdayWeekend Hour of day Speed)
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 11
Difference in July NOx
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 12
Difference in July PM25
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 13
Difference in July VOC
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 14
Comparison between Interpolation vs ASD
bull July Monthly Total Emissions Comparison
Percent Difference [] (ASD ndash ORG)ORG 100
bull PM10 and PM25 Model Species Reduction -2 ~ -10
bull Gas Model Species All Increases ranging from 0 to 7
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 15
RPD_ORG_domain_daily_total7
RPD_Full_ASD_domain_daily_total
RPD_Gasoline_ASD
Full_AvgSpeedFrac_Org_compariso
1
2
3
4
5
6
7
A
B
CO
Original
150101341
ASD (Gasoline)
1571406723
ASD (All Fuels)
1575032492
5
Gasoline ASD
5
Findings on Using ASD
bull Why are NOx emissions increased with ASD application
bull More lower speed bins are included when computing emissions with the ASD approach
bull Why are PM25 emissions decreased with ASD in cities while increased in highwaysbull The single NEI average speed assigned for urban roads was relatively lower than used in ASDbull The single NEI average speed assigned for rural roads was relatively higher than ASD
bull Why do VOC emissions show different patterns between Dallas and Phoenixbull Most of metro cities show relatively lower estimated VOC while Dallas TX and Phoenix AZ show
increasesbull Higher average speed for urban unrestricted roads from Dallas and Phoenixbull Higher contribution of urban unrestricted roads from Dallas and Phoenix bull Contributions of road and vehicle types by region andor average speed played a key role
ASD approach is a better representation of actual driving patterns by road type
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 16
NOx Humidity Correction
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 17
Humidity impacts NOx emissionsbull Spark-Ignition engines
bull Compression Ignition Diesel
The NOx Humidity Correction Equation differs by fuel Type
1 Gasoline Ethanol and CNG2 Diesel
Compute the Correction Using1 MOVES Model (Month-humiditycounty)
2 SMOKE-MOVES Integration ToolThe humidity correction equation has been coded into the latest version of SMOKE-MOVES thus allowing the adjustment to be applied according to hourly changes in humidity instead of seasonal averages
Percent Change on RPD NO2
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 18
January 1 2014 July 1 2014
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 18
Percent Change in Monthly Total NOx(January and July)
19International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019)
January July
New Jersey NOx Correction Sensitivity Runs
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 20
To assess the true impacts of NOx humidity correction perform the sensitivity runs based on the following MOVES EFs
1 MOVES Native MOVES EFs without NOx Correction
2 MOVES-NOx MOVES EFs with NOx Correction applied by MOVES
3 SMOKE-MOVES MOVES EFs with NOx Correction applied by SMOKE-MOVES
New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 21
NJ Monthly Total NOx Changes between the Methods
RPD MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 3590 4701 31 4252 18July 4517 4961 10 4354 -4
RPV MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 1127 1115 -1 1390 23July 870 866 0 832 -4
RPH MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 100 114 14 115 15July 128 128 -1 124 -3
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 22
Findings from the NJ NOx Humidity Adjustment
bull Significant Impacts to NOx emissions for RPD RPV and RPH processesbull US western regions with lower humidity will see an increase of NOxbull US eastern regions with higher humidity will see a decrease in NOxbull The Winter drier season (January) shows the significant increases of
NOx from all processesbull Summer season (July) shows up to 4 decrease of NOx from all
processesbull RPD NOx MOVES-NOx case shows higher impacts compared to
SMOKE-MOVES casebull These findings are limited to New Jersey stateInternational Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 23
Spatial Allocation using Spatial Surrogates
bull Spatial allocation is the process of mapping county-level emissions inventory data to modeling grid cells
bull We do this using spatial surrogates - each has a unique code (ID)bull There are more than 60 surrogates currently used ndash eg Population (100) Total agriculture
(310) Railroad Density (261) Offshore shipping (806) Urban unrestricted daily VMT (222) Gas well count (698)
bull Surrogates have been created using the Surrogate Tool (from wwwcmascenterorg)
bull Value = sum of attribute in grid cellsum of attribute in county
bull Values sum to 1 for each county province
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 24
New Postgres Spatial Surrogate Tool
bull Written in the PostgreSQL and PostGIS database languagebull Released on June 30 2019 bull Download from CMAS Center Spatial Allocator Github Repository
httpsgithubcomCMASCenterSpatial-Allocator
bull PostgreSQL uses a 3-tier hierarchy for data storage database schema and table A single query can access multiple tables and multiple schemas but only one database
bull Requires ReadCreateUpdateInsert access for databasesbull Supports multicore-Processing for Multiple Jobs running in parallel
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 25
Steps performed in the PG Surrogate Tool
Create a modeling domain table and insert it into the PostgreSQL Database
Load the geographic boundaries data shapefile and then reproject them to match the output modeling domain
Overlay with geographic boundaries and then calculate the attribute value in the county (ie surrogate denominator)
Overlay grid modeling domain and compute the gridded surrogate weight (ie the numerator)
Generate Surrogates using the Surrogate Tool input files
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 26
SMOKE v47 Public Release
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 27
bull Plan to release in 2019
bull Average Speed Distribution
bull NOx Humidity Correction
bull A few bug fixes and minor updates
bull Future Updatesbull New Rate-Per-Start (RPS) Process
bull New Off-network Idling (ONI) Process
Acknowledgement
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 28
bull US EPA Office of Air Quality Planning and Standard (OAQPS)bull US EPA Office of Transportation Air Quality (OTAQ)bull US EPA Office of Research Development (ORD)
Road Types Distribution by Region
Average Speed by Road type
Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
- SMOKE version 47Recent Enhancements
- Outline
- Slide Number 3
- Background on Speeds in MOVES and SMOKE-MOVES
- Examples of Average Speed Distributions
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Unrestricted)
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Restricted)
- Impact of Speed by Pollutant and Vehicle TypeFuel Gasoline
- Impact of Speed by Pollutant and Vehicle TypeFuel Diesel
- Improved Representation of Speeds in SMOKE-MOVES
- Difference in July NOx
- Difference in July PM25
- Difference in July VOC
- Comparison between Interpolation vs ASD
- Findings on Using ASD
- NOx Humidity Correction
- Percent Change on RPD NO2
- Percent Change in Monthly Total NOx(January and July)
- New Jersey NOx Correction Sensitivity Runs
- New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
- NJ Monthly Total NOx Changes between the Methods
- Findings from the NJ NOx Humidity Adjustment
- Spatial Allocation using Spatial Surrogates
- New Postgres Spatial Surrogate Tool
- Steps performed in the PG Surrogate Tool
- SMOKE v47 Public Release
- Acknowledgement
- Road Types Distribution by Region
- Slide Number 29
- Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
-
CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Original | 15010134101 | 2907447588 | 338906633 | 26749425 | 86653198 | 24300952 | 116121122 | 161073 | 886044 | 254096 | 52666292 | 1887825 | 126966 | 47921 | 1339128 | 17312 | 7931596 | 80409 | 7568148 | 1010458 | 334775 | 34482032 | 140709 | 3529457 | 62521 | 725221 | 9364562 | 4766655 | 28009183 | 62249139 | 14646134 | 24095161 | 38918082 | 16994929 | 205379 | 358933 | 4410037 | 555377 | 3383826 | 353637793 | 4660906 | 166325 | 91011697 | 0 | 5030087 | 813094019 | 115656819 | 18679581 | 16994688 | 936459 | 1168126 | 2322596 | 2090508 | 10087629 | 14479505425 | 28012676 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Gasoline) | 15714067229 | 2942955836 | 34523952 | 27094175 | 91549482 | 24531355 | 101520281 | 157712 | 861844 | 246051 | 51741275 | 1680449 | 109977 | 47109 | 1142159 | 15352 | 7089862 | 78889 | 7372724 | 1005657 | 327875 | 33865345 | 124571 | 3421284 | 55828 | 741228 | 9317945 | 4721529 | 28775363 | 62283709 | 14706694 | 23988876 | 39068661 | 1687309 | 206461 | 362124 | 4353162 | 586302 | 33867757 | 354224062 | 4615621 | 164092 | 91435955 | 0 | 5059242 | 814519902 | 116029701 | 18778919 | 16872852 | 9317974 | 1157574 | 2320375 | 2078251 | 990182 | 14559761825 | 28778949 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (All Fuels) | 1575032492 | 3008455449 | 351116241 | 27682287 | 92299436 | 24715968 | 99267828 | 155072 | 845207 | 239811 | 512493 | 1645236 | 107479 | 46259 | 1111954 | 1509 | 6922635 | 76963 | 7235403 | 992784 | 319808 | 33228736 | 1212689 | 3359175 | 54493 | 743159 | 9349364 | 4737588 | 28828492 | 62511012 | 14763057 | 2407931 | 39179182 | 16921876 | 20706272 | 363329 | 4367819 | 588024 | 33990128 | 355575715 | 4631961 | 164646 | 91728656 | 0 | 5080389 | 817447675 | 116450563 | 18849431 | 16921638 | 9349393 | 1161079 | 232903 | 2084828 | 9959974 | 14719855875 | 28832085 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
5 | 3 | 4 | 3 | 7 | 2 | -15 | -4 | -5 | -6 | -3 | -13 | -15 | -3 | -17 | -13 | -13 | -4 | -4 | -2 | -4 | -4 | -14 | -5 | -13 | 2 | -0 | -1 | 3 | 0 | 1 | -0 | 1 | -0 | 1 | 1 | -1 | 6 | 0 | 1 | -1 | -1 | 1 | 1 | 1 | 1 | 1 | -0 | -0 | -1 | 0 | -0 | -1 | 2 | 3 | 7 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Gasoline ASD | 5 | 2 | 3 | 2 | 6 | 2 | -12 | -1 | -2 | -2 | -0 | -10 | -13 | -1 | -14 | -11 | -10 | -0 | -1 | 1 | -1 | -1 | -11 | -2 | -10 | 3 | 0 | 0 | 3 | 1 | 1 | 0 | 1 | 0 | 1 | 2 | 0 | 6 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | -1 | 1 | 3 | 6 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
0 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Diff (Full-Gasoline) | 0 | 1 | 1 | 1 | 0 | 0 | -3 | -3 | -3 | -4 | -3 | -3 | -3 | -3 | -3 | -2 | -3 | -4 | -3 | -2 | -4 | -3 | -3 | -3 | -3 | -0 | -1 | -1 | -1 | -0 | -0 | -0 | 0 | -1 | -0 | -1 | -1 | -0 | -0 | -0 | -1 | -1 | -0 | 0 | -0 | -0 | -0 | -1 | -1 | -1 | -0 | -1 | -0 | 0 | -1 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
CO | NOx | NH3 | SO2 | TOG | PM25 | PM10 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
(tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Original | 150101341 | 32731036 | 866532 | 243010 | 16933473 | 1137931 | 2299143 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Gasoline) | 157140672 | 33152895 | 915495 | 245314 | 16968671 | 1104651 | 2119854 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (All Fuels) | 157503249 | 33872540 | 922994 | 247160 | 17029036 | 1088181 | 2080859 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
CO | NOx | NH3 | SO2 | TOG | PM25 | PM10 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Gasoline) | 469 | 129 | 565 | 095 | 021 | -292 | -780 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Others) | 024 | 220 | 087 | 076 | 036 | -145 | -170 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (All Fuels) | 493 | 349 | 652 | 171 | 056 | -437 | -949 |
Day | CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
UNIT | (tonday) | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
182 | 550228438 | 106327295 | 12410016 | 978376 | 3097526 | 85524 | 3692358 | 05828 | 32164 | 09439 | 1982122 | 60979 | 03982 | 01755 | 41794 | 00553 | 261122 | 0305 | 274533 | 36658 | 1258 | 1265575 | 4634 | 129277 | 02059 | 25658 | 338348 | 175479 | 1023254 | 2244247 | 512582 | 857433 | 1360711 | 624383 | 725661 | 13351 | 16641 | 19963 | 120452 | 12423053 | 171219 | 06304 | 3162733 | 0 | 177475 | 28598484 | 4002465 | 645216 | 624374 | 338349 | 43329 | 8035 | 7617 | 34333 | 5168692 | 1023382 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
183 | 537367266 | 107724248 | 12543879 | 99099 | 3086094 | 853578 | 3744655 | 05947 | 32867 | 09677 | 2037892 | 61899 | 04033 | 01794 | 42427 | 0056 | 265664 | 03135 | 280343 | 3735 | 12907 | 1293568 | 4721 | 132473 | 02095 | 25534 | 34151 | 178267 | 1025632 | 2260251 | 511359 | 861772 | 1335793 | 633489 | 71717 | 13467 | 170305 | 19717 | 1206267 | 12340176 | 173879 | 0646 | 3123234 | 0 | 175384 | 28436658 | 3965202 | 640552 | 63348 | 341511 | 44099 | 80049 | 77084 | 344469 | 51792735 | 1025761 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
184 | 524232656 | 108102021 | 12573835 | 994349 | 3108055 | 85305 | 3767189 | 05994 | 33115 | 0974 | 2056552 | 62309 | 04057 | 01808 | 4266 | 00563 | 267326 | 03158 | 282457 | 37673 | 12996 | 1303459 | 47485 | 133593 | 02108 | 2553 | 342449 | 178968 | 1026431 | 2265315 | 511591 | 863441 | 1307699 | 635817 | 706542 | 13426 | 171203 | 19604 | 1205115 | 12236018 | 174441 | 06495 | 3088286 | 0 | 172944 | 28236355 | 3940969 | 639273 | 635808 | 34245 | 44287 | 80072 | 77332 | 346535 | 51760745 | 1026559 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
185 | 437339414 | 70771494 | 8430392 | 65261 | 2554665 | 652835 | 2392714 | 03426 | 18156 | 04714 | 1041036 | 39547 | 02628 | 00995 | 26535 | 0037 | 159446 | 01477 | 156552 | 2268 | 06248 | 708848 | 27222 | 71044 | 01251 | 19986 | 220149 | 103124 | 716232 | 1503063 | 390475 | 594014 | 1100178 | 373981 | 558361 | 08258 | 8558 | 1646 | 856388 | 9494965 | 101737 | 03162 | 25514 | 0 | 13759 | 21687227 | 3218595 | 520092 | 373975 | 220149 | 24651 | 62911 | 47591 | 266073 | 371353675 | 716321 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
186 | 460356602 | 75525146 | 89922 | 696409 | 2660844 | 68376 | 2451797 | 0365 | 19389 | 05116 | 1124364 | 40572 | 02684 | 01066 | 26904 | 0038 | 164732 | 01612 | 167406 | 24129 | 06793 | 760597 | 28117 | 76034 | 01292 | 20873 | 232237 | 110239 | 760722 | 158538 | 405862 | 6223 | 113102 | 399241 | 579222 | 0885 | 93215 | 1735 | 896304 | 9833908 | 108414 | 03457 | 2628309 | 0 | 142595 | 22488223 | 3317278 | 536958 | 399235 | 232238 | 26484 | 6489 | 50509 | 269704 | 391283325 | 760819 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
187 | 466285391 | 69133882 | 8308881 | 638114 | 2586251 | 657368 | 220898 | 03192 | 16728 | 04223 | 9228 | 36568 | 02434 | 00921 | 24083 | 00347 | 145739 | 01304 | 145002 | 21461 | 05594 | 65467 | 24551 | 63994 | 01141 | 20251 | 212738 | 97384 | 716428 | 1467955 | 390705 | 581838 | 1133723 | 355243 | 570318 | 08076 | 78022 | 17219 | 848486 | 957288 | 96154 | 02862 | 2602307 | 0 | 140342 | 21817073 | 3261166 | 525695 | 355238 | 212738 | 2311 | 62861 | 45632 | 256768 | 36921515 | 716518 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
188 | 523764766 | 97053799 | 11373191 | 893421 | 2940655 | 804798 | 3429014 | 05337 | 29384 | 08549 | 1746069 | 56685 | 03711 | 01602 | 38916 | 00516 | 241472 | 02737 | 250839 | 33684 | 11389 | 1154287 | 4276 | 115886 | 01903 | 24235 | 312337 | 160363 | 957381 | 2080614 | 482827 | 797937 | 129134 | 571776 | 685173 | 1228 | 150133 | 19081 | 1124692 | 11702819 | 156628 | 05675 | 3002134 | 0 | 167319 | 2691479 | 3796972 | 612161 | 571769 | 312338 | 39463 | 75852 | 70045 | 324192 | 48103885 | 9575 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
189 | 54623043 | 106160977 | 12384537 | 976795 | 3097526 | 854208 | 3691883 | 05815 | 32109 | 09435 | 198159 | 60909 | 03982 | 01752 | 41788 | 00553 | 260946 | 03049 | 274107 | 36551 | 12569 | 1263441 | 46327 | 129164 | 02058 | 25616 | 338089 | 175413 | 102192 | 2242275 | 51188 | 856629 | 1352776 | 624083 | 722837 | 13327 | 16641 | 19913 | 1202703 | 12386981 | 171119 | 06304 | 3151343 | 0 | 176756 | 28521094 | 3992025 | 644018 | 624074 | 33809 | 43316 | 80265 | 76124 | 34333 | 5160629 | 1022047 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
190 | 53116543 | 107262646 | 12483198 | 986686 | 3086095 | 850342 | 3744031 | 05931 | 32794 | 09672 | 2037195 | 61808 | 04033 | 01789 | 4242 | 0056 | 265435 | 03133 | 279785 | 37211 | 12893 | 1290781 | 47193 | 132327 | 02094 | 25466 | 341191 | 17815 | 1023214 | 2257188 | 510354 | 860625 | 1320786 | 63301 | 710484 | 13409 | 170276 | 19584 | 1203064 | 12255844 | 173637 | 06459 | 3099321 | 0 | 17389 | 28269585 | 3943754 | 638108 | 633001 | 341192 | 44074 | 79908 | 77012 | 344469 | 5163537 | 102334 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
191 | 524891445 | 107753467 | 12531854 | 991131 | 3108055 | 851594 | 3766466 | 05976 | 33031 | 09734 | 2055744 | 62203 | 04057 | 01803 | 42652 | 00563 | 26706 | 03155 | 28181 | 37512 | 12979 | 1300229 | 47466 | 133431 | 02106 | 25532 | 342724 | 179051 | 1026228 | 2266327 | 511873 | 863958 | 131055 | 636117 | 706522 | 13422 | 171276 | 19552 | 120584 | 12230721 | 174438 | 06498 | 3089009 | 0 | 173104 | 282377 | 3940945 | 638909 | 636108 | 342725 | 44306 | 80112 | 7737 | 346535 | 51751545 | 1026356 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
192 | 570737461 | 107609492 | 12598414 | 99049 | 3272643 | 884648 | 373492 | 05831 | 32006 | 09243 | 1928432 | 61791 | 0404 | 01748 | 42185 | 00563 | 262281 | 02969 | 273462 | 36967 | 12319 | 1257919 | 4629 | 127207 | 02067 | 26783 | 343146 | 175214 | 1048995 | 2285464 | 533653 | 878332 | 1418767 | 625027 | 751191 | 13372 | 163166 | 2095 | 1237579 | 12870654 | 171085 | 06161 | 330876 | 0 | 183909 | 29619866 | 4194125 | 677781 | 625019 | 343147 | 43058 | 84065 | 76737 | 358219 | 52801195 | 1049125 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
193 | 506663906 | 80068726 | 9548708 | 738433 | 2806584 | 728293 | 2598916 | 03819 | 20323 | 05392 | 1183345 | 42814 | 02848 | 01116 | 28563 | 00403 | 174125 | 01697 | 175577 | 25164 | 07141 | 79695 | 29787 | 79926 | 01366 | 22255 | 247046 | 117042 | 809808 | 1686847 | 432682 | 662495 | 12392 | 424055 | 630282 | 09495 | 98729 | 18585 | 958029 | 10611713 | 115231 | 0366 | 2843806 | 0 | 154956 | 24225735 | 356597 | 573795 | 424049 | 247047 | 28102 | 69231 | 53682 | 285878 | 4170426 | 809909 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
194 | 480171445 | 69576348 | 8370623 | 642269 | 2586251 | 661832 | 220862 | 03183 | 16686 | 0422 | 922399 | 36515 | 02434 | 00919 | 24079 | 00347 | 145607 | 01303 | 144681 | 21381 | 05585 | 653064 | 24542 | 63909 | 0114 | 20405 | 213856 | 97785 | 721438 | 1476366 | 393351 | 585182 | 1162833 | 356827 | 582865 | 08181 | 78215 | 17426 | 856089 | 9723127 | 96615 | 02868 | 2647387 | 0 | 143289 | 22132053 | 3302294 | 530364 | 356822 | 213857 | 23198 | 63291 | 45854 | 256768 | 37170735 | 721527 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
195 | 514098984 | 96871152 | 11344727 | 891681 | 2940655 | 801348 | 3429763 | 05357 | 29471 | 08556 | 1746906 | 56795 | 03711 | 01608 | 38924 | 00516 | 241747 | 02739 | 251509 | 33851 | 11406 | 1157638 | 42779 | 116054 | 01905 | 24134 | 311534 | 160058 | 9539 | 2074731 | 481044 | 795604 | 1273647 | 570586 | 677541 | 12208 | 149956 | 1894 | 1119731 | 1160986 | 15629 | 05669 | 2974876 | 0 | 165547 | 26719587 | 3771461 | 609554 | 570578 | 311535 | 39394 | 75588 | 69885 | 324192 | 47869235 | 954016 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
196 | 505305156 | 104993555 | 12215374 | 965783 | 3097526 | 838421 | 369431 | 05878 | 3239 | 09455 | 1984311 | 61266 | 03982 | 01769 | 41816 | 00553 | 26184 | 03057 | 276279 | 37093 | 12625 | 1274303 | 46391 | 12972 | 02064 | 25168 | 334701 | 174157 | 1006782 | 2217034 | 504093 | 846615 | 1269295 | 619169 | 68661 | 13013 | 16574 | 19309 | 1180321 | 11954337 | 169739 | 06282 | 3022668 | 0 | 168233 | 27613621 | 3874032 | 631053 | 61916 | 334702 | 43036 | 79021 | 75446 | 34333 | 50636745 | 1006907 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
197 | 487192578 | 106198789 | 1231932 | 976569 | 3086095 | 83293 | 3746575 | 05997 | 33089 | 09693 | 2040039 | 62181 | 04033 | 01807 | 42449 | 0056 | 266369 | 03141 | 282057 | 37778 | 12951 | 1302141 | 47259 | 132919 | 02101 | 24983 | 337616 | 176823 | 1006779 | 2230274 | 502062 | 850018 | 1239024 | 627797 | 674126 | 13093 | 169571 | 18953 | 1179805 | 11821744 | 172253 | 06436 | 2970399 | 0 | 165316 | 2735584 | 3823971 | 6243 | 627789 | 337617 | 43776 | 78581 | 76293 | 344469 | 5057890 | 1006904 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
198 | 49923582 | 10749124 | 12476774 | 988517 | 3108055 | 841884 | 3768441 | 06027 | 3326 | 09751 | 2057948 | 62493 | 04057 | 01816 | 42675 | 00563 | 267785 | 03161 | 283573 | 37952 | 13025 | 1309041 | 47517 | 133893 | 02112 | 25249 | 340489 | 178235 | 1016675 | 2250172 | 506967 | 857609 | 1261692 | 632913 | 686379 | 1324 | 170809 | 19214 | 119222 | 11993381 | 17364 | 06482 | 3016465 | 0 | 168195 | 27726475 | 3874357 | 631441 | 632904 | 34049 | 44121 | 7932 | 76933 | 346535 | 5112771 | 1016801 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
199 | 530396289 | 106727471 | 12464324 | 982121 | 3272643 | 870772 | 3736779 | 0588 | 32221 | 09259 | 1930509 | 62063 | 0404 | 0176 | 42206 | 00563 | 262964 | 02974 | 27512 | 37381 | 12362 | 1266209 | 46338 | 127645 | 02072 | 26335 | 339601 | 173908 | 1034275 | 2259677 | 525723 | 868034 | 1339966 | 619951 | 717345 | 13083 | 16245 | 20408 | 1215419 | 12466929 | 169747 | 06138 | 3186974 | 0 | 175815 | 28761121 | 4081381 | 66499 | 619942 | 339602 | 42766 | 8276 | 76037 | 358219 | 51954275 | 1034404 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
200 | 455425312 | 78334146 | 9306249 | 722142 | 2806584 | 711532 | 2600539 | 03861 | 2051 | 05405 | 1185156 | 43051 | 02848 | 01127 | 28582 | 00403 | 174719 | 01702 | 177024 | 25525 | 07179 | 804181 | 29829 | 80305 | 01371 | 21691 | 242846 | 115519 | 791115 | 1655562 | 422963 | 650108 | 1145003 | 418067 | 589438 | 09145 | 97945 | 17882 | 931288 | 10120993 | 113626 | 03634 | 2696019 | 0 | 145283 | 23184473 | 3428287 | 557758 | 41806 | 242847 | 27762 | 67661 | 52849 | 285878 | 407508375 | 791213 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
201 | 443417891 | 68103125 | 8172311 | 628496 | 2586251 | 649292 | 2209629 | 03209 | 16803 | 04228 | 923525 | 36663 | 02434 | 00926 | 24091 | 00347 | 145977 | 01306 | 145581 | 21605 | 05609 | 657565 | 24568 | 64147 | 01143 | 20002 | 210893 | 96718 | 707931 | 1454214 | 386455 | 576435 | 1094107 | 352618 | 553628 | 07924 | 77675 | 16906 | 837111 | 9370323 | 95442 | 02851 | 2541038 | 0 | 136387 | 21383855 | 3203644 | 518849 | 352613 | 210894 | 2296 | 6216 | 45267 | 256768 | 3648849 | 708018 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
202 | 506275586 | 96245244 | 11268118 | 885893 | 2940655 | 797535 | 3430027 | 05363 | 29501 | 08558 | 1747201 | 56833 | 03711 | 01609 | 38927 | 00516 | 241844 | 0274 | 251742 | 33909 | 11412 | 1158805 | 42786 | 116122 | 01906 | 24043 | 310858 | 159801 | 950886 | 2069569 | 479431 | 793521 | 1258334 | 569606 | 670326 | 12145 | 149826 | 18808 | 111526 | 11521637 | 155989 | 05664 | 2949321 | 0 | 163923 | 26536577 | 3747289 | 606176 | 569598 | 310859 | 39338 | 7527 | 69745 | 324192 | 47705325 | 951005 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
203 | 547338828 | 105760361 | 12340909 | 973134 | 3097526 | 853094 | 369194 | 05817 | 32116 | 09435 | 1981656 | 60918 | 03982 | 01753 | 41789 | 00553 | 260968 | 03049 | 274159 | 36564 | 1257 | 1263701 | 46329 | 129181 | 02058 | 25622 | 338164 | 175419 | 1022066 | 224258 | 511993 | 85675 | 135402 | 624142 | 72237 | 13323 | 166408 | 19892 | 1202858 | 12380164 | 171091 | 06304 | 3150869 | 0 | 176772 | 28513777 | 3991186 | 643451 | 624133 | 338165 | 43318 | 80226 | 7613 | 34333 | 5161853 | 1022192 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
204 | 53254207 | 10704957 | 12460326 | 984739 | 3086095 | 850888 | 3744009 | 0593 | 32792 | 09672 | 2037167 | 61804 | 04033 | 01789 | 42419 | 0056 | 265426 | 03133 | 279763 | 37206 | 12892 | 1290673 | 47193 | 132324 | 02093 | 25481 | 34127 | 17818 | 1023754 | 2257865 | 510541 | 860838 | 1328636 | 633131 | 713306 | 13433 | 170296 | 1962 | 1204137 | 12288119 | 173712 | 0646 | 3109189 | 0 | 174584 | 28334482 | 3951195 | 638384 | 633122 | 341271 | 44081 | 79921 | 77028 | 344469 | 51686245 | 1023881 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
205 | 515619609 | 107627998 | 12512426 | 989937 | 3108055 | 848181 | 3767542 | 06004 | 33156 | 09743 | 2056946 | 62361 | 04057 | 0181 | 42664 | 00563 | 267455 | 03159 | 282771 | 37751 | 13004 | 130503 | 47494 | 133682 | 02109 | 25435 | 341849 | 178736 | 1022957 | 2260354 | 510072 | 861558 | 1295969 | 634886 | 701008 | 13366 | 171084 | 19456 | 1201267 | 12165701 | 174167 | 06491 | 3068333 | 0 | 17172 | 28089741 | 3921216 | 636421 | 634877 | 34185 | 44235 | 79825 | 77205 | 346535 | 51523755 | 1023086 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
206 | 559155352 | 107678438 | 12602854 | 991097 | 3272643 | 881082 | 373616 | 05864 | 32149 | 09254 | 1929816 | 61972 | 0404 | 01756 | 42199 | 00563 | 262735 | 02972 | 274566 | 37243 | 12348 | 1263435 | 46322 | 127496 | 0207 | 26663 | 3421 | 174831 | 1045125 | 2278138 | 531379 | 875306 | 1398521 | 623552 | 742421 | 13296 | 162955 | 20818 | 1231437 | 12767202 | 170731 | 06154 | 3277265 | 0 | 181828 | 29396121 | 416439 | 674231 | 623543 | 342101 | 42974 | 837 | 76534 | 358219 | 52570925 | 1045256 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
207 | 506870938 | 80356079 | 9587531 | 741122 | 2806584 | 728165 | 2599178 | 03826 | 20353 | 05394 | 1183638 | 42852 | 02848 | 01118 | 28566 | 00403 | 174221 | 01697 | 175811 | 25222 | 07147 | 798117 | 29794 | 79988 | 01367 | 22261 | 247053 | 117049 | 809886 | 1687054 | 432752 | 662563 | 1241587 | 424082 | 631846 | 09503 | 98727 | 18603 | 958509 | 10630759 | 115263 | 0366 | 2848736 | 0 | 155291 | 24260281 | 3570318 | 574108 | 424077 | 247054 | 28103 | 69235 | 53687 | 285878 | 41704265 | 809987 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
208 | 476776602 | 69695103 | 8385077 | 643367 | 2586251 | 660413 | 2208886 | 0319 | 16717 | 04222 | 922697 | 36554 | 02434 | 00921 | 24082 | 00347 | 145705 | 01304 | 144919 | 2144 | 05592 | 654254 | 24549 | 63971 | 01141 | 20373 | 213595 | 97696 | 720109 | 1474549 | 392821 | 584509 | 1161592 | 356457 | 583248 | 0817 | 78156 | 17397 | 855266 | 9725438 | 96542 | 02866 | 2647238 | 0 | 143323 | 22128208 | 3301278 | 530069 | 356452 | 213596 | 23177 | 63218 | 45806 | 256768 | 3708495 | 720199 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
209 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
210 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
211 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
212 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
total | 15714067229 | 2942955836 | 34523952 | 27094175 | 91549482 | 24531355 | 101520281 | 157712 | 861844 | 246051 | 51741275 | 1680449 | 109977 | 47109 | 1142159 | 15352 | 7089862 | 78889 | 7372724 | 1005657 | 327875 | 33865345 | 124571 | 3421284 | 55828 | 741228 | 9317945 | 4721529 | 28775363 | 62283709 | 14706694 | 23988876 | 39068661 | 1687309 | 206461 | 362124 | 4353162 | 586302 | 33867757 | 354224062 | 4615621 | 164092 | 91435955 | 0 | 5059242 | 814519902 | 116029701 | 18778919 | 16872852 | 9317974 | 1157574 | 2320375 | 2078251 | 990182 | 14559761825 | 28778949 |
Day | CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
UNIT | (tonday) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
182 | 550345586 | 107608145 | 12502397 | 989691 | 310828 | 856831 | 3567357 | 05658 | 31135 | 09072 | 1925412 | 59006 | 03847 | 01701 | 40203 | 00538 | 251843 | 0293 | 265952 | 35758 | 12101 | 1225573 | 44545 | 124863 | 01985 | 25582 | 336239 | 174088 | 1017571 | 2232628 | 511447 | 853645 | 1360904 | 619321 | 724954 | 13268 | 164723 | 19963 | 1200083 | 12409099 | 169924 | 06238 | 3161849 | 0 | 177483 | 28549587 | 4000557 | 64479 | 619313 | 33624 | 42945 | 802 | 7563 | 343193 | 51868765 | 1017698 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
183 | 537438633 | 109041016 | 12638774 | 100262 | 3097112 | 855209 | 3615965 | 05772 | 31804 | 09299 | 1979617 | 59866 | 03894 | 01738 | 40789 | 00544 | 256102 | 03011 | 271484 | 36421 | 12412 | 1252267 | 45359 | 12793 | 02019 | 25454 | 339312 | 176817 | 1019732 | 2248136 | 510174 | 857823 | 1335979 | 628221 | 716431 | 13381 | 168547 | 19717 | 120164 | 12325565 | 17253 | 06391 | 3122314 | 0 | 175391 | 28385635 | 396321 | 640107 | 628212 | 339313 | 43698 | 79893 | 76522 | 344328 | 51979475 | 1019861 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
184 | 524297539 | 109431494 | 12669756 | 1006093 | 3119112 | 854717 | 3637993 | 05818 | 32046 | 0936 | 1998384 | 60268 | 03917 | 01752 | 41016 | 00547 | 257721 | 03033 | 273546 | 36738 | 12498 | 126191 | 45626 | 129037 | 02032 | 2545 | 340238 | 17751 | 102049 | 2253131 | 510399 | 859472 | 1307884 | 630517 | 705801 | 13339 | 169436 | 19604 | 1200464 | 12221405 | 173084 | 06426 | 3087361 | 0 | 172953 | 28185151 | 3938969 | 638826 | 630508 | 340239 | 43884 | 79915 | 76767 | 346394 | 51951515 | 1020616 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
185 | 437773125 | 71651963 | 8499877 | 660438 | 2559784 | 654214 | 234319 | 03353 | 17714 | 04555 | 102468 | 38765 | 02574 | 00972 | 25916 | 00364 | 155698 | 01427 | 152824 | 22287 | 0604 | 691445 | 26498 | 69363 | 01221 | 19958 | 219436 | 10265 | 714026 | 1499196 | 390105 | 592737 | 1100361 | 372201 | 558199 | 08232 | 8501 | 1646 | 854921 | 9492202 | 101298 | 0314 | 2551174 | 0 | 13766 | 21673279 | 3218082 | 51996 | 372195 | 219437 | 24518 | 62861 | 47403 | 266018 | 372933275 | 714115 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
186 | 460812227 | 7647417 | 9068168 | 704854 | 2666135 | 685308 | 2398465 | 03567 | 18889 | 04935 | 1114379 | 3971 | 02625 | 0104 | 26224 | 00373 | 160574 | 01558 | 163208 | 23682 | 06556 | 74093 | 27313 | 74439 | 01259 | 20839 | 231264 | 109585 | 758062 | 1579993 | 405349 | 620526 | 1131224 | 396854 | 578962 | 08812 | 92423 | 1735 | 894257 | 982927 | 107805 | 03426 | 2627979 | 0 | 142668 | 22467942 | 3316533 | 536773 | 396848 | 231265 | 26303 | 6482 | 50254 | 269624 | 39305575 | 758156 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
187 | 466855312 | 69961797 | 8376148 | 645492 | 2590594 | 658759 | 2169618 | 0313 | 16352 | 04086 | 917595 | 35933 | 0239 | 00901 | 23586 | 00342 | 142659 | 01264 | 141828 | 21123 | 05415 | 639808 | 23956 | 62852 | 01117 | 20227 | 212105 | 96954 | 714576 | 1464468 | 39038 | 580678 | 1133938 | 353649 | 570182 | 08052 | 77503 | 17219 | 84716 | 9570711 | 95755 | 02842 | 2602123 | 0 | 14042 | 21804966 | 326074 | 525581 | 353644 | 212105 | 2299 | 62815 | 45462 | 25671 | 37080305 | 714664 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
188 | 523926797 | 98123252 | 11448221 | 90285 | 2950578 | 806024 | 3314088 | 05186 | 28463 | 08223 | 1691687 | 54876 | 03587 | 01554 | 37449 | 00502 | 233009 | 02629 | 243179 | 32884 | 10962 | 1118634 | 41122 | 111822 | 01836 | 24168 | 310455 | 159117 | 952362 | 2070222 | 481815 | 794547 | 1291528 | 567256 | 684523 | 12206 | 148622 | 19081 | 1120711 | 11689817 | 155469 | 05615 | 3001324 | 0 | 167308 | 26870459 | 3795227 | 611778 | 567248 | 310456 | 39119 | 75718 | 69562 | 324067 | 48243285 | 952481 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
189 | 546350859 | 107439736 | 12476725 | 988092 | 310828 | 855801 | 3566882 | 05646 | 31079 | 09068 | 1924878 | 58935 | 03847 | 01698 | 40197 | 00538 | 251668 | 02929 | 265526 | 35652 | 1209 | 1223441 | 44532 | 124751 | 01984 | 2554 | 335979 | 17402 | 1016236 | 2230646 | 510745 | 85284 | 1352971 | 619018 | 72213 | 13245 | 164722 | 19913 | 1198262 | 12373021 | 169823 | 06238 | 3150458 | 0 | 176764 | 28472209 | 3990119 | 643592 | 619009 | 33598 | 42931 | 80115 | 75583 | 343193 | 51788525 | 1016362 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
190 | 531243477 | 108574492 | 12577657 | 998272 | 3097112 | 851977 | 3615337 | 05756 | 31731 | 09294 | 197892 | 59775 | 03894 | 01734 | 40781 | 00544 | 255873 | 03009 | 270926 | 36282 | 12398 | 124948 | 45343 | 127785 | 02017 | 25387 | 338992 | 176701 | 1017314 | 2245073 | 50917 | 856676 | 1320973 | 62774 | 709745 | 13323 | 168518 | 19584 | 1198439 | 12241244 | 172288 | 0639 | 3098398 | 0 | 173897 | 28218577 | 3941761 | 637662 | 627731 | 338993 | 43673 | 79751 | 7645 | 344328 | 5182256 | 1017441 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
191 | 524970508 | 109080293 | 12627539 | 1002852 | 3119112 | 853268 | 3637274 | 058 | 31962 | 09354 | 1997575 | 60162 | 03917 | 01747 | 41007 | 00547 | 257455 | 03031 | 272899 | 36577 | 12481 | 1258679 | 45607 | 128874 | 0203 | 25452 | 340515 | 177595 | 1020288 | 2254155 | 510683 | 859993 | 1310739 | 630823 | 705782 | 13336 | 16951 | 19552 | 1201195 | 12216127 | 173083 | 06428 | 3088084 | 0 | 173114 | 28186562 | 3938949 | 638463 | 630814 | 340516 | 43904 | 79955 | 76805 | 346394 | 5194325 | 1020416 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
192 | 570961172 | 108849863 | 12687565 | 1001446 | 3283233 | 886188 | 3613413 | 05669 | 3102 | 08893 | 1873324 | 59876 | 03909 | 01696 | 40637 | 00548 | 253301 | 02854 | 265248 | 36109 | 11861 | 1219671 | 44552 | 122947 | 01995 | 26711 | 341175 | 173911 | 1043625 | 2274608 | 532595 | 874787 | 141898 | 620277 | 750536 | 13295 | 161587 | 2095 | 1233427 | 12857703 | 169873 | 06099 | 3307937 | 0 | 183919 | 29574299 | 4192343 | 677384 | 620268 | 341176 | 42698 | 83924 | 76231 | 358088 | 5297687 | 1043756 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
193 | 507163867 | 81065264 | 9628386 | 7473 | 2812204 | 729916 | 25425 | 03732 | 19798 | 05202 | 1172352 | 41903 | 02785 | 01089 | 27844 | 00396 | 169738 | 0164 | 171168 | 24694 | 06892 | 776299 | 28939 | 78231 | 01331 | 22219 | 246034 | 116361 | 807032 | 1681241 | 432148 | 660647 | 1239423 | 421569 | 630014 | 09456 | 97905 | 18585 | 955898 | 1060692 | 114598 | 03627 | 2843462 | 0 | 155034 | 24204695 | 3565198 | 573603 | 421563 | 246035 | 27913 | 69158 | 53417 | 285795 | 418902575 | 807132 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
194 | 48075875 | 704079 | 8438246 | 649678 | 2590594 | 663229 | 216926 | 03121 | 1631 | 04083 | 917194 | 3588 | 0239 | 00899 | 23581 | 00342 | 142527 | 01263 | 141507 | 21043 | 05406 | 638202 | 23947 | 62767 | 01116 | 20381 | 213227 | 97358 | 71959 | 1472901 | 393028 | 584029 | 1163052 | 355241 | 582733 | 08157 | 77699 | 17426 | 854771 | 9721018 | 96218 | 02848 | 2647207 | 0 | 143368 | 22120122 | 3301873 | 530251 | 355236 | 213228 | 23079 | 63245 | 45685 | 25671 | 373304375 | 719679 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
195 | 514250234 | 97938555 | 11419491 | 901091 | 2950577 | 802572 | 3314836 | 05205 | 2855 | 08229 | 1692527 | 54985 | 03587 | 01559 | 37458 | 00502 | 233285 | 02631 | 243849 | 33051 | 10979 | 1121986 | 41142 | 11199 | 01838 | 24067 | 309651 | 158812 | 948876 | 2064328 | 480031 | 79221 | 1273831 | 566062 | 67689 | 12134 | 148445 | 1894 | 1115749 | 11596826 | 155129 | 05609 | 2974066 | 0 | 165536 | 26675222 | 3769716 | 609171 | 566054 | 309652 | 3905 | 75454 | 69402 | 324067 | 48008575 | 948992 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
196 | 505387695 | 106259365 | 12306235 | 97696 | 310828 | 840006 | 3569312 | 05709 | 31361 | 09089 | 1927599 | 59292 | 03847 | 01715 | 40225 | 00538 | 252561 | 02937 | 267698 | 36194 | 12146 | 1234302 | 44595 | 125307 | 0199 | 25091 | 332582 | 17276 | 1001081 | 2205363 | 502953 | 842812 | 1269477 | 614087 | 685899 | 1293 | 164046 | 19309 | 1175865 | 11940255 | 168439 | 06216 | 3021779 | 0 | 16824 | 27564502 | 3872111 | 630624 | 614079 | 332583 | 42649 | 7887 | 74904 | 343193 | 5081793 | 1001204 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
197 | 487229883 | 107500098 | 12412637 | 988061 | 3097112 | 834552 | 3617882 | 05822 | 32026 | 09315 | 1981765 | 60148 | 03894 | 01751 | 40811 | 00544 | 256807 | 03017 | 273199 | 36849 | 12456 | 1260839 | 45409 | 128377 | 02024 | 24903 | 335408 | 175368 | 1000858 | 2218107 | 500871 | 846053 | 1239199 | 622508 | 673382 | 13007 | 167806 | 18953 | 117516 | 11807014 | 170898 | 06367 | 2969467 | 0 | 16532 | 27304531 | 3821966 | 623853 | 622499 | 335409 | 43374 | 78424 | 75728 | 344328 | 50764745 | 1000983 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
198 | 499280117 | 108814004 | 12571898 | 1000199 | 3119112 | 84354 | 3639248 | 05851 | 32191 | 09371 | 199978 | 60451 | 03917 | 0176 | 4103 | 00547 | 25818 | 03037 | 274662 | 37017 | 12527 | 1267492 | 45659 | 129337 | 02035 | 25169 | 338273 | 176774 | 101072 | 2237961 | 505773 | 853631 | 1261871 | 627602 | 685635 | 13154 | 169038 | 19214 | 1187561 | 11978667 | 17228 | 06413 | 3015536 | 0 | 168202 | 27675078 | 3872352 | 630993 | 627593 | 338274 | 43717 | 79163 | 76367 | 346394 | 51317375 | 1010846 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
199 | 530561562 | 107957803 | 12552368 | 992981 | 3283233 | 87229 | 3615271 | 05717 | 31235 | 08908 | 1875401 | 60148 | 03909 | 01709 | 40658 | 00548 | 253982 | 02859 | 266907 | 36522 | 11904 | 1227961 | 446 | 123384 | 02 | 26262 | 337616 | 172598 | 1028883 | 2248752 | 524659 | 864469 | 1340166 | 615175 | 716681 | 13005 | 160862 | 20408 | 1211242 | 12453776 | 168528 | 06075 | 3186141 | 0 | 175822 | 28715171 | 4079582 | 664589 | 615166 | 337618 | 42404 | 82619 | 75528 | 358088 | 5212733 | 1029012 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
200 | 455853828 | 7931667 | 93846 | 730882 | 2812204 | 71313 | 2544122 | 03774 | 19985 | 05216 | 1174162 | 4214 | 02785 | 011 | 27863 | 00396 | 170332 | 01645 | 172614 | 25055 | 0693 | 783529 | 28981 | 78611 | 01336 | 21654 | 24182 | 11483 | 788314 | 1649881 | 422421 | 648239 | 1145206 | 415553 | 58916 | 09106 | 97111 | 17882 | 92913 | 10116039 | 112985 | 03602 | 2695664 | 0 | 145357 | 2316293 | 3427494 | 557562 | 415548 | 24182 | 27572 | 67587 | 52581 | 285795 | 40933975 | 788412 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
201 | 443959492 | 68923154 | 8238903 | 635802 | 2590594 | 650676 | 2170269 | 03147 | 16427 | 04092 | 918321 | 36028 | 0239 | 00906 | 23593 | 00342 | 142897 | 01266 | 142407 | 21267 | 0543 | 642702 | 23973 | 63005 | 01118 | 19979 | 210256 | 96286 | 706068 | 1450708 | 386127 | 575268 | 1094315 | 351016 | 55349 | 079 | 77153 | 16906 | 835777 | 9368105 | 95041 | 0283 | 2540853 | 0 | 136464 | 21371643 | 3203213 | 518734 | 351012 | 210257 | 2284 | 62113 | 45097 | 25671 | 366466925 | 706156 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
202 | 506423203 | 97306289 | 11342378 | 895246 | 2950578 | 79876 | 33151 | 05212 | 2858 | 08231 | 1692819 | 55024 | 03587 | 01561 | 37461 | 00502 | 233381 | 02632 | 244082 | 3311 | 10985 | 1123153 | 41149 | 112058 | 01838 | 23976 | 308973 | 158553 | 94586 | 2059155 | 478417 | 790123 | 1258522 | 565078 | 669674 | 1207 | 148313 | 18808 | 1111272 | 11508597 | 154828 | 05605 | 2948513 | 0 | 163911 | 26492124 | 3745542 | 605793 | 56507 | 308974 | 38993 | 75136 | 69262 | 324067 | 47844705 | 945979 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
203 | 547465781 | 107036797 | 12432935 | 984409 | 310828 | 854689 | 3566939 | 05647 | 31086 | 09069 | 1924944 | 58944 | 03847 | 01699 | 40198 | 00538 | 251689 | 02929 | 265577 | 35665 | 12091 | 1223699 | 44534 | 124767 | 01984 | 25546 | 336056 | 174028 | 1016385 | 2230966 | 510859 | 852962 | 1354217 | 619082 | 721664 | 1324 | 164722 | 19892 | 1198422 | 12366207 | 169797 | 06238 | 3149984 | 0 | 176781 | 28464958 | 3989279 | 643025 | 619074 | 336057 | 42933 | 80076 | 7559 | 343193 | 51800855 | 1016511 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
204 | 532626055 | 108359941 | 1255475 | 996315 | 3097112 | 852527 | 3615315 | 05755 | 31729 | 09294 | 1978892 | 59771 | 03894 | 01733 | 40781 | 00544 | 255864 | 03009 | 270904 | 36277 | 12397 | 1249371 | 45342 | 127781 | 02017 | 25402 | 339072 | 176731 | 1017856 | 2245757 | 509357 | 856891 | 1328824 | 627864 | 712568 | 13347 | 168539 | 1962 | 1199515 | 12273542 | 172364 | 06391 | 3108267 | 0 | 174592 | 28283545 | 3949206 | 637939 | 627856 | 339073 | 43681 | 79765 | 76466 | 344328 | 5187411 | 1017984 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
205 | 515687812 | 108950957 | 12607778 | 1001624 | 3119112 | 849856 | 3638351 | 05828 | 32087 | 09363 | 1998777 | 6032 | 03917 | 01754 | 4102 | 00547 | 25785 | 03034 | 27386 | 36817 | 12506 | 1263481 | 45635 | 129125 | 02033 | 25355 | 339638 | 177278 | 1017015 | 224817 | 50888 | 857588 | 1296155 | 629587 | 700267 | 1328 | 169317 | 19456 | 1196616 | 12151095 | 172811 | 06422 | 3067405 | 0 | 17173 | 28038574 | 3919215 | 635975 | 629578 | 339639 | 43832 | 79668 | 76639 | 346394 | 5171572 | 1017142 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
206 | 559365742 | 108920059 | 12692112 | 1002062 | 3283233 | 882623 | 3614648 | 05701 | 31163 | 08903 | 1874705 | 60057 | 03909 | 01704 | 40651 | 00548 | 253754 | 02857 | 266352 | 36384 | 11889 | 1225186 | 44584 | 123236 | 01998 | 26592 | 340126 | 173526 | 1039753 | 2267264 | 53032 | 871758 | 1398732 | 618797 | 741763 | 13219 | 161374 | 20818 | 1227278 | 12754191 | 169517 | 06092 | 327644 | 0 | 181838 | 29350454 | 416261 | 673834 | 618788 | 340127 | 42613 | 8356 | 76027 | 358088 | 5274666 | 1039882 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
207 | 507372734 | 8135666 | 9667616 | 750024 | 2812204 | 729794 | 2542762 | 03739 | 19828 | 05205 | 1172643 | 41941 | 02785 | 0109 | 27847 | 00396 | 169834 | 01641 | 171401 | 24753 | 06898 | 777465 | 28946 | 78294 | 01332 | 22225 | 246041 | 116369 | 80711 | 1681456 | 432219 | 660718 | 1241812 | 421599 | 631578 | 09464 | 97904 | 18603 | 956381 | 10625994 | 114631 | 03627 | 2848392 | 0 | 155368 | 24239277 | 3569548 | 573916 | 421593 | 246042 | 27915 | 69161 | 53422 | 285795 | 418907975 | 807211 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
208 | 477357266 | 70527383 | 845277 | 650783 | 2590594 | 661812 | 2169527 | 03128 | 16341 | 04085 | 917493 | 35919 | 0239 | 00901 | 23585 | 00342 | 142625 | 01263 | 141745 | 21102 | 05412 | 639393 | 23954 | 62828 | 01116 | 2035 | 212966 | 97268 | 718259 | 1471079 | 392498 | 583355 | 116181 | 354871 | 583115 | 08146 | 7764 | 17397 | 853948 | 9723323 | 96145 | 02846 | 264706 | 0 | 143402 | 22116257 | 3300857 | 529956 | 354866 | 212966 | 23057 | 63172 | 45638 | 25671 | 37244745 | 71835 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
209 | 493879023 | 97750146 | 11382499 | 899234 | 2950577 | 794794 | 3316314 | 05244 | 28721 | 08241 | 1694174 | 55201 | 03587 | 01569 | 37475 | 00502 | 233825 | 02636 | 245164 | 3338 | 11013 | 1128563 | 4118 | 11233 | 01842 | 23848 | 308 | 158231 | 941328 | 2052231 | 476285 | 787461 | 1235654 | 563737 | 661815 | 11993 | 148141 | 18673 | 110552 | 11418068 | 154535 | 05599 | 2918821 | 0 | 161856 | 26288225 | 3719234 | 603418 | 563729 | 308001 | 38919 | 74874 | 69082 | 324067 | 4750861 | 941445 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
210 | 501601797 | 106766592 | 12363163 | 98161 | 310828 | 837056 | 3570248 | 05733 | 31469 | 09097 | 1928644 | 59429 | 03847 | 01721 | 40236 | 00538 | 252905 | 0294 | 268534 | 36402 | 12168 | 1238481 | 4462 | 125539 | 01993 | 25052 | 332394 | 172695 | 999385 | 2203632 | 502447 | 842257 | 1266022 | 613797 | 684529 | 1291 | 164011 | 19257 | 1174648 | 11926206 | 168402 | 06215 | 3017098 | 0 | 167892 | 27530923 | 3867845 | 629654 | 613788 | 332395 | 42633 | 78788 | 74864 | 343193 | 50673465 | 999509 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
211 | 499065391 | 1080754 | 12491169 | 993448 | 3097112 | 838422 | 3617741 | 05818 | 32009 | 09314 | 1981601 | 60127 | 03894 | 0175 | 40809 | 00544 | 256754 | 03017 | 273069 | 36816 | 12453 | 1260192 | 45405 | 128356 | 02024 | 25033 | 336342 | 175714 | 1005075 | 2225249 | 503128 | 848925 | 1262951 | 62386 | 684556 | 13092 | 167969 | 19123 | 1181768 | 1194052 | 171272 | 06372 | 3008639 | 0 | 16793 | 27580256 | 3858219 | 627769 | 623851 | 336343 | 4345 | 78764 | 75918 | 344328 | 5101658 | 1005201 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
212 | 510059453 | 108986191 | 1260348 | 1001878 | 3119112 | 847428 | 3638601 | 05834 | 32116 | 09365 | 1999056 | 60356 | 03917 | 01756 | 41023 | 00547 | 257942 | 03035 | 274084 | 36873 | 12512 | 1264602 | 45642 | 129189 | 02033 | 25287 | 339179 | 1771 | 1014762 | 2244555 | 507774 | 85619 | 1282462 | 628914 | 693614 | 1323 | 169223 | 19361 | 1193048 | 12073188 | 172611 | 06419 | 3044861 | 0 | 170169 | 27880522 | 3899013 | 633856 | 628905 | 33918 | 43792 | 79466 | 76542 | 346394 | 5157857 | 1014889 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
1575032492 | 3008455449 | 351116241 | 27682287 | 92299436 | 24715968 | 99267828 | 155072 | 845207 | 239811 | 512493 | 1645236 | 107479 | 46259 | 1111954 | 1509 | 6922635 | 76963 | 7235403 | 992784 | 319808 | 33228736 | 1212689 | 3359175 | 54493 | 743159 | 9349364 | 4737588 | 28828492 | 62511012 | 14763057 | 2407931 | 39179182 | 16921876 | 20706272 | 363329 | 4367819 | 588024 | 33990128 | 355575715 | 4631961 | 164646 | 91728656 | 0 | 5080389 | 817447675 | 116450563 | 18849431 | 16921638 | 9349393 | 1161079 | 232903 | 2084828 | 9959974 | 14719855875 | 28832085 |
Day | CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
UNIT | (tonday) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
182 | 527521289 | 104187705 | 12096017 | 95816 | 2916008 | 843671 | 4167513 | 05895 | 3271 | 09609 | 1985614 | 67723 | 04539 | 01768 | 48289 | 00617 | 288101 | 03065 | 278758 | 36556 | 1268 | 1275076 | 51515 | 131479 | 02273 | 25075 | 337565 | 175434 | 993582 | 2229801 | 50918 | 856529 | 1353648 | 623222 | 720678 | 13149 | 166413 | 18945 | 119824 | 12369397 | 171206 | 06304 | 3144352 | 0 | 176114 | 28465674 | 3984323 | 641234 | 623213 | 337566 | 43272 | 80196 | 76002 | 347433 | 51099815 | 993707 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
183 | 516131016 | 10563458 | 12237189 | 971244 | 2904136 | 842359 | 4225359 | 06016 | 33424 | 0985 | 2041453 | 68736 | 04596 | 01806 | 49006 | 00624 | 292997 | 0315 | 284641 | 37257 | 13009 | 1303341 | 52451 | 134711 | 02313 | 2499 | 340949 | 178289 | 997305 | 2247655 | 508591 | 861603 | 1329856 | 632622 | 712877 | 13274 | 170318 | 18739 | 1201132 | 12297847 | 173919 | 0646 | 3108173 | 0 | 174193 | 28330491 | 3951694 | 637453 | 632614 | 34095 | 44055 | 79982 | 7696 | 348596 | 51223245 | 997429 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
184 | 503450664 | 106042188 | 12271257 | 974882 | 2924994 | 841786 | 425044 | 06064 | 33675 | 09914 | 2060127 | 69181 | 04623 | 0182 | 49274 | 00628 | 2948 | 03173 | 286774 | 37578 | 13098 | 1313258 | 52754 | 135841 | 02327 | 24987 | 341892 | 17899 | 998159 | 2252749 | 508832 | 863277 | 1302012 | 634953 | 702371 | 13233 | 171216 | 18626 | 1200029 | 12194872 | 174479 | 06495 | 3073632 | 0 | 171785 | 28132668 | 3927747 | 63619 | 634944 | 341893 | 44243 | 80006 | 77209 | 35068 | 51189375 | 998281 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
185 | 412640312 | 68845259 | 8147964 | 634411 | 2409311 | 641414 | 2740057 | 03459 | 18482 | 04837 | 1043001 | 44355 | 03036 | 01 | 31243 | 00417 | 178836 | 01486 | 15917 | 22469 | 06307 | 71325 | 30963 | 72514 | 01405 | 19276 | 218121 | 102629 | 684281 | 1479467 | 383548 | 588276 | 1089621 | 37107 | 55067 | 0805 | 85518 | 15417 | 843984 | 9385507 | 101387 | 03162 | 2517846 | 0 | 135598 | 21423406 | 3175189 | 511009 | 371065 | 218121 | 2451 | 62264 | 47169 | 269326 | 3656006 | 684366 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
186 | 433033164 | 73375015 | 867765 | 676099 | 2507971 | 671238 | 281798 | 03669 | 19663 | 05239 | 1125698 | 45582 | 03115 | 01067 | 31891 | 00429 | 18506 | 01619 | 169581 | 23769 | 06841 | 762396 | 3207 | 7744 | 01454 | 20091 | 229999 | 109689 | 725827 | 1559375 | 398227 | 615963 | 1119706 | 396025 | 570644 | 0862 | 93147 | 16195 | 882599 | 971358 | 108043 | 03457 | 2591316 | 0 | 140381 | 22197629 | 3269388 | 526941 | 396019 | 229999 | 26328 | 64165 | 50043 | 273629 | 38495705 | 725918 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
187 | 436329062 | 66922847 | 7985676 | 617234 | 2439078 | 644435 | 2547927 | 03206 | 16962 | 04337 | 923902 | 41163 | 02833 | 00921 | 2868 | 00392 | 164437 | 01311 | 146909 | 21092 | 05635 | 65571 | 28191 | 65259 | 0129 | 19397 | 210028 | 96685 | 679347 | 1438193 | 381735 | 573865 | 1120289 | 351393 | 560384 | 07834 | 77932 | 16007 | 832386 | 9428972 | 95666 | 02862 | 2558507 | 0 | 137795 | 21471216 | 3203411 | 513796 | 351388 | 210028 | 22924 | 61948 | 45072 | 260426 | 362687875 | 679432 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
188 | 501372383 | 95002676 | 11072416 | 874043 | 2768458 | 793734 | 3877832 | 054 | 29896 | 08711 | 1749341 | 63047 | 04237 | 01614 | 45048 | 00576 | 266934 | 02751 | 254808 | 33581 | 11483 | 116314 | 47645 | 117959 | 02106 | 23658 | 311449 | 160278 | 928444 | 2065771 | 479206 | 796619 | 1284231 | 57049 | 680104 | 12084 | 15013 | 18094 | 1118042 | 11645947 | 156587 | 05675 | 2982958 | 0 | 165942 | 26774353 | 3777099 | 60786 | 570481 | 31145 | 39399 | 75651 | 69859 | 328078 | 4754195 | 928561 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
189 | 523637695 | 104034453 | 12072527 | 956702 | 2916008 | 842744 | 4167044 | 05883 | 32656 | 09606 | 1985091 | 67655 | 04539 | 01764 | 48284 | 00617 | 287929 | 03064 | 27834 | 36452 | 12669 | 1272988 | 51503 | 131369 | 02272 | 25034 | 337313 | 175369 | 992318 | 2227886 | 508499 | 855748 | 1345992 | 62293 | 717929 | 13127 | 166414 | 18898 | 119647 | 12334379 | 171111 | 06304 | 3133279 | 0 | 175412 | 28390537 | 3974153 | 640067 | 622921 | 337314 | 43259 | 80114 | 75957 | 347433 | 51024665 | 992444 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
190 | 510116523 | 105199639 | 12180325 | 967191 | 2904136 | 839198 | 4224749 | 06001 | 33353 | 09845 | 2040769 | 68646 | 04596 | 01802 | 48999 | 00624 | 292772 | 03148 | 284094 | 3712 | 12995 | 1300601 | 52435 | 134568 | 02311 | 24926 | 340637 | 178174 | 995043 | 2244696 | 507615 | 860476 | 1315009 | 632154 | 706271 | 13217 | 170289 | 18612 | 1197995 | 12214474 | 173678 | 06459 | 3084567 | 0 | 172719 | 28165559 | 3930524 | 635055 | 632145 | 340638 | 44031 | 79843 | 76889 | 348596 | 5106909 | 995166 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
191 | 503891562 | 105700977 | 12230387 | 971735 | 2924994 | 840322 | 4249734 | 06046 | 33593 | 09908 | 2059337 | 69077 | 04623 | 01816 | 49265 | 00628 | 29454 | 0317 | 286142 | 3742 | 13082 | 1310098 | 52735 | 135682 | 02325 | 24989 | 342152 | 17907 | 997955 | 2253701 | 509089 | 863755 | 1304632 | 635239 | 702278 | 1323 | 171288 | 18576 | 1200693 | 12188588 | 174473 | 06498 | 3074044 | 0 | 171926 | 28131846 | 3927404 | 635797 | 63523 | 342154 | 44262 | 80042 | 77244 | 35068 | 51178825 | 998079 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
192 | 544858086 | 105312734 | 12261509 | 968791 | 3082353 | 871822 | 4221925 | 05895 | 3254 | 09418 | 1931802 | 68663 | 04611 | 01759 | 48831 | 00628 | 289827 | 02983 | 277625 | 36816 | 12417 | 1266768 | 51581 | 129416 | 02285 | 26099 | 341898 | 175032 | 1015488 | 2266757 | 528848 | 875917 | 1409757 | 623227 | 74485 | 13146 | 163151 | 19814 | 1228818 | 1279431 | 170967 | 06161 | 3283715 | 0 | 182207 | 29432878 | 4166435 | 671874 | 623218 | 341899 | 4297 | 83736 | 76476 | 362433 | 52152005 | 1015614 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
193 | 476778438 | 77749429 | 9209822 | 71653 | 2644341 | 714915 | 2986949 | 0384 | 20618 | 05523 | 1184799 | 4813 | 03304 | 01118 | 3385 | 00455 | 195686 | 01705 | 177915 | 24792 | 07193 | 799032 | 33978 | 81425 | 01538 | 21429 | 244699 | 116469 | 772873 | 1659478 | 424661 | 655869 | 1226457 | 42068 | 620931 | 09251 | 98658 | 17364 | 943539 | 1048174 | 11484 | 0366 | 2803787 | 0 | 152545 | 23913462 | 3514915 | 563255 | 420673 | 2447 | 27938 | 68472 | 53193 | 289938 | 4102799 | 77297 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
194 | 449196914 | 6732082 | 8041113 | 620969 | 2439078 | 64876 | 2547578 | 03197 | 16921 | 04334 | 923512 | 41112 | 02833 | 00919 | 28676 | 00392 | 164308 | 01309 | 146596 | 21014 | 05627 | 654148 | 28182 | 65177 | 01289 | 1954 | 211103 | 97073 | 683947 | 1446197 | 384249 | 577074 | 1148655 | 352918 | 572572 | 07935 | 78124 | 16201 | 839693 | 9574733 | 96115 | 02868 | 2602206 | 0 | 140654 | 21776494 | 3243127 | 51826 | 352913 | 211104 | 2301 | 62359 | 45286 | 260426 | 36511305 | 684033 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
195 | 492119414 | 94837139 | 11046455 | 872464 | 2768458 | 790245 | 3878569 | 05419 | 29981 | 08717 | 1750161 | 63155 | 04237 | 01619 | 45056 | 00576 | 267203 | 02753 | 255463 | 33744 | 115 | 1166415 | 47664 | 118123 | 02108 | 23562 | 310663 | 159977 | 925157 | 2060046 | 477474 | 794333 | 1266519 | 569321 | 672527 | 12013 | 149954 | 17957 | 111318 | 11553611 | 156247 | 05669 | 2955917 | 0 | 164188 | 26580769 | 3751902 | 605308 | 569313 | 310664 | 39332 | 75391 | 69701 | 328078 | 47305865 | 925272 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
196 | 484653867 | 10296874 | 11918015 | 946649 | 2916008 | 826995 | 4169432 | 05945 | 32932 | 09625 | 198776 | 68005 | 04539 | 01781 | 48312 | 00617 | 288806 | 03071 | 280473 | 36984 | 12725 | 1283649 | 51565 | 131915 | 02279 | 24608 | 334006 | 174135 | 978106 | 2203459 | 500962 | 84597 | 1263255 | 618126 | 682209 | 12818 | 165747 | 1832 | 1174615 | 11907894 | 169742 | 06282 | 3006566 | 0 | 167021 | 27497097 | 3858349 | 627449 | 618117 | 334007 | 42983 | 789 | 75296 | 347433 | 5005759 | 978228 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
197 | 468224805 | 104244414 | 12032341 | 958103 | 2904137 | 821897 | 422726 | 06066 | 33644 | 09866 | 2043577 | 69014 | 04596 | 01819 | 49028 | 00624 | 293694 | 03156 | 286336 | 37679 | 13053 | 1311811 | 52501 | 135152 | 02318 | 24466 | 337149 | 17687 | 979621 | 2218662 | 499595 | 850125 | 1234175 | 62706 | 670483 | 12907 | 169587 | 18011 | 1175305 | 11787462 | 172309 | 06436 | 2957863 | 0 | 16429 | 27267686 | 3813175 | 621633 | 627051 | 33715 | 43739 | 7855 | 76188 | 348596 | 5001863 | 979742 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
198 | 479718555 | 105501494 | 12184573 | 969713 | 2924994 | 830722 | 4251681 | 06096 | 33818 | 09924 | 2061509 | 69362 | 04623 | 01829 | 49288 | 00628 | 295254 | 03177 | 287877 | 37853 | 13127 | 1318775 | 52786 | 136138 | 0233 | 24722 | 339983 | 17827 | 989069 | 223816 | 504376 | 857595 | 1256544 | 632121 | 682547 | 13052 | 170824 | 18256 | 1187483 | 11956486 | 173687 | 06482 | 3003143 | 0 | 167123 | 27632395 | 3862603 | 628598 | 632112 | 339984 | 44081 | 79275 | 7682 | 35068 | 50560935 | 989193 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
199 | 507036484 | 104535312 | 12142426 | 961406 | 3082353 | 858174 | 4223745 | 05942 | 3275 | 09433 | 1933838 | 6893 | 04611 | 01771 | 48852 | 00628 | 290496 | 02989 | 279251 | 37221 | 12459 | 1274894 | 51628 | 129845 | 0229 | 25677 | 338464 | 173757 | 100186 | 2242014 | 521251 | 865957 | 1332349 | 6183 | 711733 | 12865 | 162439 | 19304 | 1207363 | 12399872 | 169653 | 06138 | 3164822 | 0 | 174296 | 28594998 | 4056819 | 659559 | 618291 | 338465 | 42685 | 82476 | 75798 | 362433 | 51316645 | 1001985 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
200 | 4291425 | 76164351 | 8988975 | 701649 | 2644341 | 69841 | 2988514 | 03881 | 208 | 05536 | 1186551 | 48359 | 03304 | 01128 | 33869 | 00455 | 196261 | 0171 | 179314 | 25141 | 07229 | 806025 | 34018 | 81792 | 01542 | 20903 | 240651 | 114987 | 755704 | 1629651 | 415406 | 643947 | 1134162 | 414897 | 581117 | 08912 | 97879 | 16707 | 917784 | 10004016 | 113266 | 03634 | 2660045 | 0 | 143129 | 22901084 | 3381587 | 547889 | 414891 | 240652 | 27609 | 6696 | 5239 | 289938 | 40087695 | 755798 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
201 | 414913398 | 65957471 | 7858538 | 608232 | 2439078 | 636319 | 2548572 | 03223 | 17036 | 04342 | 924622 | 41258 | 02833 | 00925 | 28687 | 00392 | 164673 | 01313 | 147484 | 21235 | 0565 | 658584 | 28208 | 65411 | 01292 | 19164 | 208241 | 96034 | 671511 | 1425056 | 37767 | 568637 | 108115 | 348847 | 544025 | 07686 | 77587 | 15712 | 821387 | 923062 | 94962 | 02851 | 2498573 | 0 | 133927 | 21047625 | 3147417 | 507205 | 348842 | 208242 | 22779 | 61267 | 4472 | 260426 | 358340475 | 671595 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
202 | 484641602 | 94245527 | 10974386 | 866995 | 2768458 | 786479 | 3878844 | 05426 | 30012 | 08719 | 1750471 | 63195 | 04237 | 01621 | 45059 | 00576 | 267304 | 02754 | 255709 | 33806 | 11506 | 1167649 | 47671 | 118194 | 02108 | 23475 | 310002 | 159724 | 922319 | 2055047 | 47591 | 792294 | 1251418 | 568361 | 665434 | 11951 | 149825 | 17832 | 110881 | 11466925 | 155951 | 05664 | 2930829 | 0 | 162593 | 26401084 | 3728215 | 602018 | 568353 | 310003 | 39276 | 75082 | 69565 | 328078 | 4714359 | 922434 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
203 | 524579883 | 103643984 | 12030052 | 953135 | 2916008 | 841569 | 4167108 | 05885 | 32664 | 09606 | 1985165 | 67664 | 04539 | 01765 | 48285 | 00617 | 287954 | 03064 | 278399 | 36466 | 12671 | 127328 | 51504 | 131387 | 02272 | 2504 | 337379 | 175373 | 992427 | 222814 | 50859 | 855841 | 1346991 | 622978 | 717404 | 13121 | 166412 | 18877 | 119658 | 1232666 | 171078 | 06304 | 3132526 | 0 | 175415 | 2838125 | 3973052 | 63948 | 622969 | 33738 | 4326 | 80072 | 75962 | 347433 | 51032785 | 992551 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
204 | 511148203 | 104983652 | 12156962 | 96522 | 2904136 | 83969 | 4224742 | 06 | 33352 | 09845 | 2040759 | 68645 | 04596 | 01802 | 48999 | 00624 | 29277 | 03148 | 284088 | 37119 | 12995 | 1300573 | 52435 | 134568 | 02311 | 24937 | 340702 | 1782 | 995457 | 2245244 | 507761 | 860647 | 1322636 | 632255 | 708996 | 1324 | 170309 | 18644 | 1198981 | 12245485 | 17375 | 0646 | 3094034 | 0 | 17339 | 28227639 | 3937558 | 635277 | 632246 | 340703 | 44037 | 79851 | 76903 | 348596 | 51117265 | 995579 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
205 | 494995859 | 105593164 | 12213384 | 970708 | 2924994 | 836909 | 4250807 | 06073 | 33717 | 09917 | 2060536 | 69234 | 04623 | 01823 | 49278 | 00628 | 294934 | 03174 | 287099 | 37659 | 13107 | 1314885 | 52763 | 135933 | 02328 | 24896 | 341294 | 178758 | 994849 | 2247889 | 507336 | 861401 | 1290197 | 63403 | 696845 | 13174 | 171097 | 18484 | 1196221 | 12124623 | 174204 | 06491 | 3053715 | 0 | 170566 | 27986409 | 3908074 | 633372 | 634021 | 341295 | 44191 | 7976 | 77082 | 35068 | 5095164 | 994974 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
206 | 533839492 | 105399277 | 12268152 | 969559 | 3082353 | 868282 | 4223143 | 05927 | 32681 | 09428 | 1933169 | 68842 | 04611 | 01767 | 48845 | 00628 | 290276 | 02987 | 278716 | 37088 | 12445 | 1272224 | 51613 | 129701 | 02289 | 25984 | 340876 | 174655 | 1011827 | 2259645 | 526642 | 872963 | 1389777 | 621783 | 73623 | 13072 | 16294 | 19688 | 1222822 | 1269275 | 170617 | 06154 | 325282 | 0 | 180165 | 29213418 | 4137359 | 668422 | 621774 | 340877 | 42887 | 8338 | 76277 | 362433 | 51923385 | 1011953 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
207 | 476864883 | 78021787 | 9246307 | 719074 | 264434 | 714709 | 29872 | 03847 | 20648 | 05525 | 1185081 | 48167 | 03304 | 01119 | 33853 | 00455 | 195779 | 01706 | 178141 | 24848 | 07199 | 800158 | 33984 | 81486 | 01538 | 21434 | 244698 | 116473 | 772916 | 1659636 | 424712 | 655914 | 1228626 | 420697 | 622412 | 09258 | 98655 | 17381 | 943971 | 10499733 | 114868 | 0366 | 2808427 | 0 | 152862 | 23945813 | 3518981 | 563534 | 420692 | 244699 | 27939 | 68471 | 53196 | 289938 | 410243825 | 773013 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
208 | 445999766 | 67436274 | 8055095 | 622036 | 2439078 | 647313 | 2547833 | 03203 | 16951 | 04336 | 923798 | 41149 | 02833 | 0092 | 28679 | 00392 | 164402 | 0131 | 146825 | 21071 | 05632 | 655291 | 28189 | 65236 | 0129 | 19511 | 210848 | 96985 | 682725 | 144446 | 383743 | 576418 | 1147303 | 352557 | 572922 | 07924 | 78064 | 16174 | 8389 | 957679 | 96043 | 02866 | 2601999 | 0 | 140683 | 21772288 | 324213 | 517981 | 352552 | 210848 | 22989 | 62288 | 45239 | 260426 | 36424665 | 68281 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
209 | 472785469 | 94697012 | 11016262 | 871061 | 2768458 | 782554 | 3880029 | 05457 | 3015 | 08729 | 1751794 | 63369 | 04237 | 01629 | 45073 | 00576 | 267739 | 02758 | 256767 | 3407 | 11533 | 1172938 | 47702 | 118459 | 02112 | 23355 | 309061 | 15941 | 918105 | 2048412 | 473864 | 789717 | 1228873 | 567064 | 657733 | 11875 | 149655 | 17703 | 1103238 | 11378469 | 155665 | 05659 | 29018 | 0 | 160579 | 26201936 | 370263 | 599743 | 567056 | 309062 | 39205 | 74827 | 69392 | 328078 | 46811125 | 918219 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
210 | 481044219 | 103465703 | 11973818 | 951203 | 2916008 | 82403 | 4170384 | 0597 | 33042 | 09633 | 198882 | 68144 | 04539 | 01787 | 48323 | 00617 | 289155 | 03074 | 281319 | 37195 | 12746 | 1287882 | 51589 | 132149 | 02281 | 24572 | 33382 | 17407 | 976532 | 2201805 | 500478 | 845425 | 1259823 | 61784 | 680867 | 12798 | 165711 | 18271 | 1173432 | 11894218 | 169705 | 06281 | 3002022 | 0 | 166683 | 27464414 | 3854222 | 626511 | 617832 | 333821 | 42967 | 78818 | 75257 | 347433 | 49911685 | 976655 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
211 | 479501172 | 104780957 | 12105438 | 963125 | 2904136 | 825715 | 4227133 | 06062 | 33629 | 09865 | 2043438 | 68995 | 04596 | 01818 | 49026 | 00624 | 293649 | 03156 | 286225 | 37652 | 1305 | 1311259 | 52498 | 135136 | 02317 | 2459 | 338057 | 177207 | 983584 | 2225571 | 501779 | 852924 | 1257601 | 628373 | 681487 | 12991 | 169748 | 18172 | 1181753 | 11918835 | 172677 | 06441 | 2996377 | 0 | 166857 | 2753863 | 3848744 | 625447 | 628365 | 338058 | 43813 | 78881 | 76372 | 348596 | 5026754 | 983707 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
212 | 489967422 | 105643008 | 12211602 | 971102 | 2924994 | 834542 | 4251039 | 0608 | 33744 | 09919 | 2060797 | 69268 | 04623 | 01824 | 4928 | 00628 | 29502 | 03175 | 287309 | 37711 | 13112 | 1315934 | 52769 | 135992 | 02328 | 24834 | 340863 | 178589 | 992845 | 2244516 | 506305 | 860082 | 1276818 | 633396 | 69037 | 13126 | 171006 | 18396 | 1192815 | 12048998 | 174011 | 06488 | 3031837 | 0 | 169049 | 27833271 | 3888593 | 631364 | 633387 | 340864 | 44153 | 79569 | 76991 | 35068 | 50818255 | 992968 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
15010134101 | 2907447588 | 338906633 | 26749425 | 86653198 | 24300952 | 116121122 | 161073 | 886044 | 254096 | 52666292 | 1887825 | 126966 | 47921 | 1339128 | 17312 | 7931596 | 80409 | 7568148 | 1010458 | 334775 | 34482032 | 140709 | 3529457 | 62521 | 725221 | 9364562 | 4766655 | 28009183 | 62249139 | 14646134 | 24095161 | 38918082 | 16994929 | 205379 | 358933 | 4410037 | 555377 | 3383826 | 353637793 | 4660906 | 166325 | 91011697 | 0 | 5030087 | 813094019 | 115656819 | 18679581 | 16994688 | 936459 | 1168126 | 2322596 | 2090508 | 10087629 | 14479505425 | 28012676 |
Examples of Average Speed Distributions
bull Two counties ASD for weekdays at 400pm
bull Example 1 Spread-out ASD vs 2682mph bull MOVES inventory mode would apply emissions
rates from all speed bins and sum the emissionsbull SMOKE-MOVES would interpolate between
emissions factors from two speed binsbull Different emissions would be estimated due to
different number of bins involved
bull Example 2 Compact ASD with a peak at the same bins SMOKE-MOVES would used
bull Similar emissions would be estimated due to similar representation of speed bins
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 6
0010203040506070809
1
25 5 10 15 20 25 30 35 40 45 50 55 60 65
Frac
tion
Average Bin Speed
Example 1 4pm 2682mph
asd smspd
0010203040506070809
1
25 5 10 15 20 25 30 35 40 45 50 55 60 65
Frac
tion
Average Bin Speed
Example 2 4pm 60 mph
7International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019)
bull Atlanta Chicago Baltimore Dallas and Phoenix
bull Varies by hour vehicle amp city
bull Slower speed during rush hours and daytime
Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Unrestricted)
Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Restricted)
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 8
bull Restricted road speeds are typically higher than unrestricted road
bull Clear lower speed during the rush hours
Impact of Speed by Pollutant
and Vehicle Type
Fuel Gasoline
9
Impact of Speed by Pollutant
and Vehicle Type
Fuel Diesel
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 10
Improved Representation of Speeds in SMOKE-MOVES
bull New Feature in SMOKE-MOVES Average Speed Fraction by Distance (ASD) Emissions estimated for each of 16 speed bins (SPD)
Traveled Distance (TD)spd = Speed (mph)spd ASFspd
ASDspd = TDspd Sums of TD
ASD is function of
int (FIPS SCC WeekdayWeekend Hour of day Speed)
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 11
Difference in July NOx
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 12
Difference in July PM25
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 13
Difference in July VOC
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 14
Comparison between Interpolation vs ASD
bull July Monthly Total Emissions Comparison
Percent Difference [] (ASD ndash ORG)ORG 100
bull PM10 and PM25 Model Species Reduction -2 ~ -10
bull Gas Model Species All Increases ranging from 0 to 7
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 15
RPD_ORG_domain_daily_total7
RPD_Full_ASD_domain_daily_total
RPD_Gasoline_ASD
Full_AvgSpeedFrac_Org_compariso
1
2
3
4
5
6
7
A
B
CO
Original
150101341
ASD (Gasoline)
1571406723
ASD (All Fuels)
1575032492
5
Gasoline ASD
5
Findings on Using ASD
bull Why are NOx emissions increased with ASD application
bull More lower speed bins are included when computing emissions with the ASD approach
bull Why are PM25 emissions decreased with ASD in cities while increased in highwaysbull The single NEI average speed assigned for urban roads was relatively lower than used in ASDbull The single NEI average speed assigned for rural roads was relatively higher than ASD
bull Why do VOC emissions show different patterns between Dallas and Phoenixbull Most of metro cities show relatively lower estimated VOC while Dallas TX and Phoenix AZ show
increasesbull Higher average speed for urban unrestricted roads from Dallas and Phoenixbull Higher contribution of urban unrestricted roads from Dallas and Phoenix bull Contributions of road and vehicle types by region andor average speed played a key role
ASD approach is a better representation of actual driving patterns by road type
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 16
NOx Humidity Correction
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 17
Humidity impacts NOx emissionsbull Spark-Ignition engines
bull Compression Ignition Diesel
The NOx Humidity Correction Equation differs by fuel Type
1 Gasoline Ethanol and CNG2 Diesel
Compute the Correction Using1 MOVES Model (Month-humiditycounty)
2 SMOKE-MOVES Integration ToolThe humidity correction equation has been coded into the latest version of SMOKE-MOVES thus allowing the adjustment to be applied according to hourly changes in humidity instead of seasonal averages
Percent Change on RPD NO2
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 18
January 1 2014 July 1 2014
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 18
Percent Change in Monthly Total NOx(January and July)
19International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019)
January July
New Jersey NOx Correction Sensitivity Runs
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 20
To assess the true impacts of NOx humidity correction perform the sensitivity runs based on the following MOVES EFs
1 MOVES Native MOVES EFs without NOx Correction
2 MOVES-NOx MOVES EFs with NOx Correction applied by MOVES
3 SMOKE-MOVES MOVES EFs with NOx Correction applied by SMOKE-MOVES
New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 21
NJ Monthly Total NOx Changes between the Methods
RPD MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 3590 4701 31 4252 18July 4517 4961 10 4354 -4
RPV MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 1127 1115 -1 1390 23July 870 866 0 832 -4
RPH MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 100 114 14 115 15July 128 128 -1 124 -3
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 22
Findings from the NJ NOx Humidity Adjustment
bull Significant Impacts to NOx emissions for RPD RPV and RPH processesbull US western regions with lower humidity will see an increase of NOxbull US eastern regions with higher humidity will see a decrease in NOxbull The Winter drier season (January) shows the significant increases of
NOx from all processesbull Summer season (July) shows up to 4 decrease of NOx from all
processesbull RPD NOx MOVES-NOx case shows higher impacts compared to
SMOKE-MOVES casebull These findings are limited to New Jersey stateInternational Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 23
Spatial Allocation using Spatial Surrogates
bull Spatial allocation is the process of mapping county-level emissions inventory data to modeling grid cells
bull We do this using spatial surrogates - each has a unique code (ID)bull There are more than 60 surrogates currently used ndash eg Population (100) Total agriculture
(310) Railroad Density (261) Offshore shipping (806) Urban unrestricted daily VMT (222) Gas well count (698)
bull Surrogates have been created using the Surrogate Tool (from wwwcmascenterorg)
bull Value = sum of attribute in grid cellsum of attribute in county
bull Values sum to 1 for each county province
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 24
New Postgres Spatial Surrogate Tool
bull Written in the PostgreSQL and PostGIS database languagebull Released on June 30 2019 bull Download from CMAS Center Spatial Allocator Github Repository
httpsgithubcomCMASCenterSpatial-Allocator
bull PostgreSQL uses a 3-tier hierarchy for data storage database schema and table A single query can access multiple tables and multiple schemas but only one database
bull Requires ReadCreateUpdateInsert access for databasesbull Supports multicore-Processing for Multiple Jobs running in parallel
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 25
Steps performed in the PG Surrogate Tool
Create a modeling domain table and insert it into the PostgreSQL Database
Load the geographic boundaries data shapefile and then reproject them to match the output modeling domain
Overlay with geographic boundaries and then calculate the attribute value in the county (ie surrogate denominator)
Overlay grid modeling domain and compute the gridded surrogate weight (ie the numerator)
Generate Surrogates using the Surrogate Tool input files
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 26
SMOKE v47 Public Release
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 27
bull Plan to release in 2019
bull Average Speed Distribution
bull NOx Humidity Correction
bull A few bug fixes and minor updates
bull Future Updatesbull New Rate-Per-Start (RPS) Process
bull New Off-network Idling (ONI) Process
Acknowledgement
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 28
bull US EPA Office of Air Quality Planning and Standard (OAQPS)bull US EPA Office of Transportation Air Quality (OTAQ)bull US EPA Office of Research Development (ORD)
Road Types Distribution by Region
Average Speed by Road type
Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
- SMOKE version 47Recent Enhancements
- Outline
- Slide Number 3
- Background on Speeds in MOVES and SMOKE-MOVES
- Examples of Average Speed Distributions
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Unrestricted)
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Restricted)
- Impact of Speed by Pollutant and Vehicle TypeFuel Gasoline
- Impact of Speed by Pollutant and Vehicle TypeFuel Diesel
- Improved Representation of Speeds in SMOKE-MOVES
- Difference in July NOx
- Difference in July PM25
- Difference in July VOC
- Comparison between Interpolation vs ASD
- Findings on Using ASD
- NOx Humidity Correction
- Percent Change on RPD NO2
- Percent Change in Monthly Total NOx(January and July)
- New Jersey NOx Correction Sensitivity Runs
- New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
- NJ Monthly Total NOx Changes between the Methods
- Findings from the NJ NOx Humidity Adjustment
- Spatial Allocation using Spatial Surrogates
- New Postgres Spatial Surrogate Tool
- Steps performed in the PG Surrogate Tool
- SMOKE v47 Public Release
- Acknowledgement
- Road Types Distribution by Region
- Slide Number 29
- Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
-
CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Original | 15010134101 | 2907447588 | 338906633 | 26749425 | 86653198 | 24300952 | 116121122 | 161073 | 886044 | 254096 | 52666292 | 1887825 | 126966 | 47921 | 1339128 | 17312 | 7931596 | 80409 | 7568148 | 1010458 | 334775 | 34482032 | 140709 | 3529457 | 62521 | 725221 | 9364562 | 4766655 | 28009183 | 62249139 | 14646134 | 24095161 | 38918082 | 16994929 | 205379 | 358933 | 4410037 | 555377 | 3383826 | 353637793 | 4660906 | 166325 | 91011697 | 0 | 5030087 | 813094019 | 115656819 | 18679581 | 16994688 | 936459 | 1168126 | 2322596 | 2090508 | 10087629 | 14479505425 | 28012676 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Gasoline) | 15714067229 | 2942955836 | 34523952 | 27094175 | 91549482 | 24531355 | 101520281 | 157712 | 861844 | 246051 | 51741275 | 1680449 | 109977 | 47109 | 1142159 | 15352 | 7089862 | 78889 | 7372724 | 1005657 | 327875 | 33865345 | 124571 | 3421284 | 55828 | 741228 | 9317945 | 4721529 | 28775363 | 62283709 | 14706694 | 23988876 | 39068661 | 1687309 | 206461 | 362124 | 4353162 | 586302 | 33867757 | 354224062 | 4615621 | 164092 | 91435955 | 0 | 5059242 | 814519902 | 116029701 | 18778919 | 16872852 | 9317974 | 1157574 | 2320375 | 2078251 | 990182 | 14559761825 | 28778949 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (All Fuels) | 1575032492 | 3008455449 | 351116241 | 27682287 | 92299436 | 24715968 | 99267828 | 155072 | 845207 | 239811 | 512493 | 1645236 | 107479 | 46259 | 1111954 | 1509 | 6922635 | 76963 | 7235403 | 992784 | 319808 | 33228736 | 1212689 | 3359175 | 54493 | 743159 | 9349364 | 4737588 | 28828492 | 62511012 | 14763057 | 2407931 | 39179182 | 16921876 | 20706272 | 363329 | 4367819 | 588024 | 33990128 | 355575715 | 4631961 | 164646 | 91728656 | 0 | 5080389 | 817447675 | 116450563 | 18849431 | 16921638 | 9349393 | 1161079 | 232903 | 2084828 | 9959974 | 14719855875 | 28832085 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
5 | 3 | 4 | 3 | 7 | 2 | -15 | -4 | -5 | -6 | -3 | -13 | -15 | -3 | -17 | -13 | -13 | -4 | -4 | -2 | -4 | -4 | -14 | -5 | -13 | 2 | -0 | -1 | 3 | 0 | 1 | -0 | 1 | -0 | 1 | 1 | -1 | 6 | 0 | 1 | -1 | -1 | 1 | 1 | 1 | 1 | 1 | -0 | -0 | -1 | 0 | -0 | -1 | 2 | 3 | 7 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Gasoline ASD | 5 | 2 | 3 | 2 | 6 | 2 | -12 | -1 | -2 | -2 | -0 | -10 | -13 | -1 | -14 | -11 | -10 | -0 | -1 | 1 | -1 | -1 | -11 | -2 | -10 | 3 | 0 | 0 | 3 | 1 | 1 | 0 | 1 | 0 | 1 | 2 | 0 | 6 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | -1 | 1 | 3 | 6 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
0 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Diff (Full-Gasoline) | 0 | 1 | 1 | 1 | 0 | 0 | -3 | -3 | -3 | -4 | -3 | -3 | -3 | -3 | -3 | -2 | -3 | -4 | -3 | -2 | -4 | -3 | -3 | -3 | -3 | -0 | -1 | -1 | -1 | -0 | -0 | -0 | 0 | -1 | -0 | -1 | -1 | -0 | -0 | -0 | -1 | -1 | -0 | 0 | -0 | -0 | -0 | -1 | -1 | -1 | -0 | -1 | -0 | 0 | -1 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
CO | NOx | NH3 | SO2 | TOG | PM25 | PM10 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
(tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Original | 150101341 | 32731036 | 866532 | 243010 | 16933473 | 1137931 | 2299143 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Gasoline) | 157140672 | 33152895 | 915495 | 245314 | 16968671 | 1104651 | 2119854 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (All Fuels) | 157503249 | 33872540 | 922994 | 247160 | 17029036 | 1088181 | 2080859 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
CO | NOx | NH3 | SO2 | TOG | PM25 | PM10 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Gasoline) | 469 | 129 | 565 | 095 | 021 | -292 | -780 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Others) | 024 | 220 | 087 | 076 | 036 | -145 | -170 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (All Fuels) | 493 | 349 | 652 | 171 | 056 | -437 | -949 |
Day | CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
UNIT | (tonday) | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
182 | 550228438 | 106327295 | 12410016 | 978376 | 3097526 | 85524 | 3692358 | 05828 | 32164 | 09439 | 1982122 | 60979 | 03982 | 01755 | 41794 | 00553 | 261122 | 0305 | 274533 | 36658 | 1258 | 1265575 | 4634 | 129277 | 02059 | 25658 | 338348 | 175479 | 1023254 | 2244247 | 512582 | 857433 | 1360711 | 624383 | 725661 | 13351 | 16641 | 19963 | 120452 | 12423053 | 171219 | 06304 | 3162733 | 0 | 177475 | 28598484 | 4002465 | 645216 | 624374 | 338349 | 43329 | 8035 | 7617 | 34333 | 5168692 | 1023382 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
183 | 537367266 | 107724248 | 12543879 | 99099 | 3086094 | 853578 | 3744655 | 05947 | 32867 | 09677 | 2037892 | 61899 | 04033 | 01794 | 42427 | 0056 | 265664 | 03135 | 280343 | 3735 | 12907 | 1293568 | 4721 | 132473 | 02095 | 25534 | 34151 | 178267 | 1025632 | 2260251 | 511359 | 861772 | 1335793 | 633489 | 71717 | 13467 | 170305 | 19717 | 1206267 | 12340176 | 173879 | 0646 | 3123234 | 0 | 175384 | 28436658 | 3965202 | 640552 | 63348 | 341511 | 44099 | 80049 | 77084 | 344469 | 51792735 | 1025761 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
184 | 524232656 | 108102021 | 12573835 | 994349 | 3108055 | 85305 | 3767189 | 05994 | 33115 | 0974 | 2056552 | 62309 | 04057 | 01808 | 4266 | 00563 | 267326 | 03158 | 282457 | 37673 | 12996 | 1303459 | 47485 | 133593 | 02108 | 2553 | 342449 | 178968 | 1026431 | 2265315 | 511591 | 863441 | 1307699 | 635817 | 706542 | 13426 | 171203 | 19604 | 1205115 | 12236018 | 174441 | 06495 | 3088286 | 0 | 172944 | 28236355 | 3940969 | 639273 | 635808 | 34245 | 44287 | 80072 | 77332 | 346535 | 51760745 | 1026559 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
185 | 437339414 | 70771494 | 8430392 | 65261 | 2554665 | 652835 | 2392714 | 03426 | 18156 | 04714 | 1041036 | 39547 | 02628 | 00995 | 26535 | 0037 | 159446 | 01477 | 156552 | 2268 | 06248 | 708848 | 27222 | 71044 | 01251 | 19986 | 220149 | 103124 | 716232 | 1503063 | 390475 | 594014 | 1100178 | 373981 | 558361 | 08258 | 8558 | 1646 | 856388 | 9494965 | 101737 | 03162 | 25514 | 0 | 13759 | 21687227 | 3218595 | 520092 | 373975 | 220149 | 24651 | 62911 | 47591 | 266073 | 371353675 | 716321 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
186 | 460356602 | 75525146 | 89922 | 696409 | 2660844 | 68376 | 2451797 | 0365 | 19389 | 05116 | 1124364 | 40572 | 02684 | 01066 | 26904 | 0038 | 164732 | 01612 | 167406 | 24129 | 06793 | 760597 | 28117 | 76034 | 01292 | 20873 | 232237 | 110239 | 760722 | 158538 | 405862 | 6223 | 113102 | 399241 | 579222 | 0885 | 93215 | 1735 | 896304 | 9833908 | 108414 | 03457 | 2628309 | 0 | 142595 | 22488223 | 3317278 | 536958 | 399235 | 232238 | 26484 | 6489 | 50509 | 269704 | 391283325 | 760819 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
187 | 466285391 | 69133882 | 8308881 | 638114 | 2586251 | 657368 | 220898 | 03192 | 16728 | 04223 | 9228 | 36568 | 02434 | 00921 | 24083 | 00347 | 145739 | 01304 | 145002 | 21461 | 05594 | 65467 | 24551 | 63994 | 01141 | 20251 | 212738 | 97384 | 716428 | 1467955 | 390705 | 581838 | 1133723 | 355243 | 570318 | 08076 | 78022 | 17219 | 848486 | 957288 | 96154 | 02862 | 2602307 | 0 | 140342 | 21817073 | 3261166 | 525695 | 355238 | 212738 | 2311 | 62861 | 45632 | 256768 | 36921515 | 716518 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
188 | 523764766 | 97053799 | 11373191 | 893421 | 2940655 | 804798 | 3429014 | 05337 | 29384 | 08549 | 1746069 | 56685 | 03711 | 01602 | 38916 | 00516 | 241472 | 02737 | 250839 | 33684 | 11389 | 1154287 | 4276 | 115886 | 01903 | 24235 | 312337 | 160363 | 957381 | 2080614 | 482827 | 797937 | 129134 | 571776 | 685173 | 1228 | 150133 | 19081 | 1124692 | 11702819 | 156628 | 05675 | 3002134 | 0 | 167319 | 2691479 | 3796972 | 612161 | 571769 | 312338 | 39463 | 75852 | 70045 | 324192 | 48103885 | 9575 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
189 | 54623043 | 106160977 | 12384537 | 976795 | 3097526 | 854208 | 3691883 | 05815 | 32109 | 09435 | 198159 | 60909 | 03982 | 01752 | 41788 | 00553 | 260946 | 03049 | 274107 | 36551 | 12569 | 1263441 | 46327 | 129164 | 02058 | 25616 | 338089 | 175413 | 102192 | 2242275 | 51188 | 856629 | 1352776 | 624083 | 722837 | 13327 | 16641 | 19913 | 1202703 | 12386981 | 171119 | 06304 | 3151343 | 0 | 176756 | 28521094 | 3992025 | 644018 | 624074 | 33809 | 43316 | 80265 | 76124 | 34333 | 5160629 | 1022047 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
190 | 53116543 | 107262646 | 12483198 | 986686 | 3086095 | 850342 | 3744031 | 05931 | 32794 | 09672 | 2037195 | 61808 | 04033 | 01789 | 4242 | 0056 | 265435 | 03133 | 279785 | 37211 | 12893 | 1290781 | 47193 | 132327 | 02094 | 25466 | 341191 | 17815 | 1023214 | 2257188 | 510354 | 860625 | 1320786 | 63301 | 710484 | 13409 | 170276 | 19584 | 1203064 | 12255844 | 173637 | 06459 | 3099321 | 0 | 17389 | 28269585 | 3943754 | 638108 | 633001 | 341192 | 44074 | 79908 | 77012 | 344469 | 5163537 | 102334 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
191 | 524891445 | 107753467 | 12531854 | 991131 | 3108055 | 851594 | 3766466 | 05976 | 33031 | 09734 | 2055744 | 62203 | 04057 | 01803 | 42652 | 00563 | 26706 | 03155 | 28181 | 37512 | 12979 | 1300229 | 47466 | 133431 | 02106 | 25532 | 342724 | 179051 | 1026228 | 2266327 | 511873 | 863958 | 131055 | 636117 | 706522 | 13422 | 171276 | 19552 | 120584 | 12230721 | 174438 | 06498 | 3089009 | 0 | 173104 | 282377 | 3940945 | 638909 | 636108 | 342725 | 44306 | 80112 | 7737 | 346535 | 51751545 | 1026356 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
192 | 570737461 | 107609492 | 12598414 | 99049 | 3272643 | 884648 | 373492 | 05831 | 32006 | 09243 | 1928432 | 61791 | 0404 | 01748 | 42185 | 00563 | 262281 | 02969 | 273462 | 36967 | 12319 | 1257919 | 4629 | 127207 | 02067 | 26783 | 343146 | 175214 | 1048995 | 2285464 | 533653 | 878332 | 1418767 | 625027 | 751191 | 13372 | 163166 | 2095 | 1237579 | 12870654 | 171085 | 06161 | 330876 | 0 | 183909 | 29619866 | 4194125 | 677781 | 625019 | 343147 | 43058 | 84065 | 76737 | 358219 | 52801195 | 1049125 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
193 | 506663906 | 80068726 | 9548708 | 738433 | 2806584 | 728293 | 2598916 | 03819 | 20323 | 05392 | 1183345 | 42814 | 02848 | 01116 | 28563 | 00403 | 174125 | 01697 | 175577 | 25164 | 07141 | 79695 | 29787 | 79926 | 01366 | 22255 | 247046 | 117042 | 809808 | 1686847 | 432682 | 662495 | 12392 | 424055 | 630282 | 09495 | 98729 | 18585 | 958029 | 10611713 | 115231 | 0366 | 2843806 | 0 | 154956 | 24225735 | 356597 | 573795 | 424049 | 247047 | 28102 | 69231 | 53682 | 285878 | 4170426 | 809909 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
194 | 480171445 | 69576348 | 8370623 | 642269 | 2586251 | 661832 | 220862 | 03183 | 16686 | 0422 | 922399 | 36515 | 02434 | 00919 | 24079 | 00347 | 145607 | 01303 | 144681 | 21381 | 05585 | 653064 | 24542 | 63909 | 0114 | 20405 | 213856 | 97785 | 721438 | 1476366 | 393351 | 585182 | 1162833 | 356827 | 582865 | 08181 | 78215 | 17426 | 856089 | 9723127 | 96615 | 02868 | 2647387 | 0 | 143289 | 22132053 | 3302294 | 530364 | 356822 | 213857 | 23198 | 63291 | 45854 | 256768 | 37170735 | 721527 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
195 | 514098984 | 96871152 | 11344727 | 891681 | 2940655 | 801348 | 3429763 | 05357 | 29471 | 08556 | 1746906 | 56795 | 03711 | 01608 | 38924 | 00516 | 241747 | 02739 | 251509 | 33851 | 11406 | 1157638 | 42779 | 116054 | 01905 | 24134 | 311534 | 160058 | 9539 | 2074731 | 481044 | 795604 | 1273647 | 570586 | 677541 | 12208 | 149956 | 1894 | 1119731 | 1160986 | 15629 | 05669 | 2974876 | 0 | 165547 | 26719587 | 3771461 | 609554 | 570578 | 311535 | 39394 | 75588 | 69885 | 324192 | 47869235 | 954016 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
196 | 505305156 | 104993555 | 12215374 | 965783 | 3097526 | 838421 | 369431 | 05878 | 3239 | 09455 | 1984311 | 61266 | 03982 | 01769 | 41816 | 00553 | 26184 | 03057 | 276279 | 37093 | 12625 | 1274303 | 46391 | 12972 | 02064 | 25168 | 334701 | 174157 | 1006782 | 2217034 | 504093 | 846615 | 1269295 | 619169 | 68661 | 13013 | 16574 | 19309 | 1180321 | 11954337 | 169739 | 06282 | 3022668 | 0 | 168233 | 27613621 | 3874032 | 631053 | 61916 | 334702 | 43036 | 79021 | 75446 | 34333 | 50636745 | 1006907 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
197 | 487192578 | 106198789 | 1231932 | 976569 | 3086095 | 83293 | 3746575 | 05997 | 33089 | 09693 | 2040039 | 62181 | 04033 | 01807 | 42449 | 0056 | 266369 | 03141 | 282057 | 37778 | 12951 | 1302141 | 47259 | 132919 | 02101 | 24983 | 337616 | 176823 | 1006779 | 2230274 | 502062 | 850018 | 1239024 | 627797 | 674126 | 13093 | 169571 | 18953 | 1179805 | 11821744 | 172253 | 06436 | 2970399 | 0 | 165316 | 2735584 | 3823971 | 6243 | 627789 | 337617 | 43776 | 78581 | 76293 | 344469 | 5057890 | 1006904 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
198 | 49923582 | 10749124 | 12476774 | 988517 | 3108055 | 841884 | 3768441 | 06027 | 3326 | 09751 | 2057948 | 62493 | 04057 | 01816 | 42675 | 00563 | 267785 | 03161 | 283573 | 37952 | 13025 | 1309041 | 47517 | 133893 | 02112 | 25249 | 340489 | 178235 | 1016675 | 2250172 | 506967 | 857609 | 1261692 | 632913 | 686379 | 1324 | 170809 | 19214 | 119222 | 11993381 | 17364 | 06482 | 3016465 | 0 | 168195 | 27726475 | 3874357 | 631441 | 632904 | 34049 | 44121 | 7932 | 76933 | 346535 | 5112771 | 1016801 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
199 | 530396289 | 106727471 | 12464324 | 982121 | 3272643 | 870772 | 3736779 | 0588 | 32221 | 09259 | 1930509 | 62063 | 0404 | 0176 | 42206 | 00563 | 262964 | 02974 | 27512 | 37381 | 12362 | 1266209 | 46338 | 127645 | 02072 | 26335 | 339601 | 173908 | 1034275 | 2259677 | 525723 | 868034 | 1339966 | 619951 | 717345 | 13083 | 16245 | 20408 | 1215419 | 12466929 | 169747 | 06138 | 3186974 | 0 | 175815 | 28761121 | 4081381 | 66499 | 619942 | 339602 | 42766 | 8276 | 76037 | 358219 | 51954275 | 1034404 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
200 | 455425312 | 78334146 | 9306249 | 722142 | 2806584 | 711532 | 2600539 | 03861 | 2051 | 05405 | 1185156 | 43051 | 02848 | 01127 | 28582 | 00403 | 174719 | 01702 | 177024 | 25525 | 07179 | 804181 | 29829 | 80305 | 01371 | 21691 | 242846 | 115519 | 791115 | 1655562 | 422963 | 650108 | 1145003 | 418067 | 589438 | 09145 | 97945 | 17882 | 931288 | 10120993 | 113626 | 03634 | 2696019 | 0 | 145283 | 23184473 | 3428287 | 557758 | 41806 | 242847 | 27762 | 67661 | 52849 | 285878 | 407508375 | 791213 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
201 | 443417891 | 68103125 | 8172311 | 628496 | 2586251 | 649292 | 2209629 | 03209 | 16803 | 04228 | 923525 | 36663 | 02434 | 00926 | 24091 | 00347 | 145977 | 01306 | 145581 | 21605 | 05609 | 657565 | 24568 | 64147 | 01143 | 20002 | 210893 | 96718 | 707931 | 1454214 | 386455 | 576435 | 1094107 | 352618 | 553628 | 07924 | 77675 | 16906 | 837111 | 9370323 | 95442 | 02851 | 2541038 | 0 | 136387 | 21383855 | 3203644 | 518849 | 352613 | 210894 | 2296 | 6216 | 45267 | 256768 | 3648849 | 708018 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
202 | 506275586 | 96245244 | 11268118 | 885893 | 2940655 | 797535 | 3430027 | 05363 | 29501 | 08558 | 1747201 | 56833 | 03711 | 01609 | 38927 | 00516 | 241844 | 0274 | 251742 | 33909 | 11412 | 1158805 | 42786 | 116122 | 01906 | 24043 | 310858 | 159801 | 950886 | 2069569 | 479431 | 793521 | 1258334 | 569606 | 670326 | 12145 | 149826 | 18808 | 111526 | 11521637 | 155989 | 05664 | 2949321 | 0 | 163923 | 26536577 | 3747289 | 606176 | 569598 | 310859 | 39338 | 7527 | 69745 | 324192 | 47705325 | 951005 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
203 | 547338828 | 105760361 | 12340909 | 973134 | 3097526 | 853094 | 369194 | 05817 | 32116 | 09435 | 1981656 | 60918 | 03982 | 01753 | 41789 | 00553 | 260968 | 03049 | 274159 | 36564 | 1257 | 1263701 | 46329 | 129181 | 02058 | 25622 | 338164 | 175419 | 1022066 | 224258 | 511993 | 85675 | 135402 | 624142 | 72237 | 13323 | 166408 | 19892 | 1202858 | 12380164 | 171091 | 06304 | 3150869 | 0 | 176772 | 28513777 | 3991186 | 643451 | 624133 | 338165 | 43318 | 80226 | 7613 | 34333 | 5161853 | 1022192 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
204 | 53254207 | 10704957 | 12460326 | 984739 | 3086095 | 850888 | 3744009 | 0593 | 32792 | 09672 | 2037167 | 61804 | 04033 | 01789 | 42419 | 0056 | 265426 | 03133 | 279763 | 37206 | 12892 | 1290673 | 47193 | 132324 | 02093 | 25481 | 34127 | 17818 | 1023754 | 2257865 | 510541 | 860838 | 1328636 | 633131 | 713306 | 13433 | 170296 | 1962 | 1204137 | 12288119 | 173712 | 0646 | 3109189 | 0 | 174584 | 28334482 | 3951195 | 638384 | 633122 | 341271 | 44081 | 79921 | 77028 | 344469 | 51686245 | 1023881 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
205 | 515619609 | 107627998 | 12512426 | 989937 | 3108055 | 848181 | 3767542 | 06004 | 33156 | 09743 | 2056946 | 62361 | 04057 | 0181 | 42664 | 00563 | 267455 | 03159 | 282771 | 37751 | 13004 | 130503 | 47494 | 133682 | 02109 | 25435 | 341849 | 178736 | 1022957 | 2260354 | 510072 | 861558 | 1295969 | 634886 | 701008 | 13366 | 171084 | 19456 | 1201267 | 12165701 | 174167 | 06491 | 3068333 | 0 | 17172 | 28089741 | 3921216 | 636421 | 634877 | 34185 | 44235 | 79825 | 77205 | 346535 | 51523755 | 1023086 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
206 | 559155352 | 107678438 | 12602854 | 991097 | 3272643 | 881082 | 373616 | 05864 | 32149 | 09254 | 1929816 | 61972 | 0404 | 01756 | 42199 | 00563 | 262735 | 02972 | 274566 | 37243 | 12348 | 1263435 | 46322 | 127496 | 0207 | 26663 | 3421 | 174831 | 1045125 | 2278138 | 531379 | 875306 | 1398521 | 623552 | 742421 | 13296 | 162955 | 20818 | 1231437 | 12767202 | 170731 | 06154 | 3277265 | 0 | 181828 | 29396121 | 416439 | 674231 | 623543 | 342101 | 42974 | 837 | 76534 | 358219 | 52570925 | 1045256 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
207 | 506870938 | 80356079 | 9587531 | 741122 | 2806584 | 728165 | 2599178 | 03826 | 20353 | 05394 | 1183638 | 42852 | 02848 | 01118 | 28566 | 00403 | 174221 | 01697 | 175811 | 25222 | 07147 | 798117 | 29794 | 79988 | 01367 | 22261 | 247053 | 117049 | 809886 | 1687054 | 432752 | 662563 | 1241587 | 424082 | 631846 | 09503 | 98727 | 18603 | 958509 | 10630759 | 115263 | 0366 | 2848736 | 0 | 155291 | 24260281 | 3570318 | 574108 | 424077 | 247054 | 28103 | 69235 | 53687 | 285878 | 41704265 | 809987 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
208 | 476776602 | 69695103 | 8385077 | 643367 | 2586251 | 660413 | 2208886 | 0319 | 16717 | 04222 | 922697 | 36554 | 02434 | 00921 | 24082 | 00347 | 145705 | 01304 | 144919 | 2144 | 05592 | 654254 | 24549 | 63971 | 01141 | 20373 | 213595 | 97696 | 720109 | 1474549 | 392821 | 584509 | 1161592 | 356457 | 583248 | 0817 | 78156 | 17397 | 855266 | 9725438 | 96542 | 02866 | 2647238 | 0 | 143323 | 22128208 | 3301278 | 530069 | 356452 | 213596 | 23177 | 63218 | 45806 | 256768 | 3708495 | 720199 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
209 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
210 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
211 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
212 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
total | 15714067229 | 2942955836 | 34523952 | 27094175 | 91549482 | 24531355 | 101520281 | 157712 | 861844 | 246051 | 51741275 | 1680449 | 109977 | 47109 | 1142159 | 15352 | 7089862 | 78889 | 7372724 | 1005657 | 327875 | 33865345 | 124571 | 3421284 | 55828 | 741228 | 9317945 | 4721529 | 28775363 | 62283709 | 14706694 | 23988876 | 39068661 | 1687309 | 206461 | 362124 | 4353162 | 586302 | 33867757 | 354224062 | 4615621 | 164092 | 91435955 | 0 | 5059242 | 814519902 | 116029701 | 18778919 | 16872852 | 9317974 | 1157574 | 2320375 | 2078251 | 990182 | 14559761825 | 28778949 |
Day | CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
UNIT | (tonday) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
182 | 550345586 | 107608145 | 12502397 | 989691 | 310828 | 856831 | 3567357 | 05658 | 31135 | 09072 | 1925412 | 59006 | 03847 | 01701 | 40203 | 00538 | 251843 | 0293 | 265952 | 35758 | 12101 | 1225573 | 44545 | 124863 | 01985 | 25582 | 336239 | 174088 | 1017571 | 2232628 | 511447 | 853645 | 1360904 | 619321 | 724954 | 13268 | 164723 | 19963 | 1200083 | 12409099 | 169924 | 06238 | 3161849 | 0 | 177483 | 28549587 | 4000557 | 64479 | 619313 | 33624 | 42945 | 802 | 7563 | 343193 | 51868765 | 1017698 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
183 | 537438633 | 109041016 | 12638774 | 100262 | 3097112 | 855209 | 3615965 | 05772 | 31804 | 09299 | 1979617 | 59866 | 03894 | 01738 | 40789 | 00544 | 256102 | 03011 | 271484 | 36421 | 12412 | 1252267 | 45359 | 12793 | 02019 | 25454 | 339312 | 176817 | 1019732 | 2248136 | 510174 | 857823 | 1335979 | 628221 | 716431 | 13381 | 168547 | 19717 | 120164 | 12325565 | 17253 | 06391 | 3122314 | 0 | 175391 | 28385635 | 396321 | 640107 | 628212 | 339313 | 43698 | 79893 | 76522 | 344328 | 51979475 | 1019861 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
184 | 524297539 | 109431494 | 12669756 | 1006093 | 3119112 | 854717 | 3637993 | 05818 | 32046 | 0936 | 1998384 | 60268 | 03917 | 01752 | 41016 | 00547 | 257721 | 03033 | 273546 | 36738 | 12498 | 126191 | 45626 | 129037 | 02032 | 2545 | 340238 | 17751 | 102049 | 2253131 | 510399 | 859472 | 1307884 | 630517 | 705801 | 13339 | 169436 | 19604 | 1200464 | 12221405 | 173084 | 06426 | 3087361 | 0 | 172953 | 28185151 | 3938969 | 638826 | 630508 | 340239 | 43884 | 79915 | 76767 | 346394 | 51951515 | 1020616 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
185 | 437773125 | 71651963 | 8499877 | 660438 | 2559784 | 654214 | 234319 | 03353 | 17714 | 04555 | 102468 | 38765 | 02574 | 00972 | 25916 | 00364 | 155698 | 01427 | 152824 | 22287 | 0604 | 691445 | 26498 | 69363 | 01221 | 19958 | 219436 | 10265 | 714026 | 1499196 | 390105 | 592737 | 1100361 | 372201 | 558199 | 08232 | 8501 | 1646 | 854921 | 9492202 | 101298 | 0314 | 2551174 | 0 | 13766 | 21673279 | 3218082 | 51996 | 372195 | 219437 | 24518 | 62861 | 47403 | 266018 | 372933275 | 714115 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
186 | 460812227 | 7647417 | 9068168 | 704854 | 2666135 | 685308 | 2398465 | 03567 | 18889 | 04935 | 1114379 | 3971 | 02625 | 0104 | 26224 | 00373 | 160574 | 01558 | 163208 | 23682 | 06556 | 74093 | 27313 | 74439 | 01259 | 20839 | 231264 | 109585 | 758062 | 1579993 | 405349 | 620526 | 1131224 | 396854 | 578962 | 08812 | 92423 | 1735 | 894257 | 982927 | 107805 | 03426 | 2627979 | 0 | 142668 | 22467942 | 3316533 | 536773 | 396848 | 231265 | 26303 | 6482 | 50254 | 269624 | 39305575 | 758156 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
187 | 466855312 | 69961797 | 8376148 | 645492 | 2590594 | 658759 | 2169618 | 0313 | 16352 | 04086 | 917595 | 35933 | 0239 | 00901 | 23586 | 00342 | 142659 | 01264 | 141828 | 21123 | 05415 | 639808 | 23956 | 62852 | 01117 | 20227 | 212105 | 96954 | 714576 | 1464468 | 39038 | 580678 | 1133938 | 353649 | 570182 | 08052 | 77503 | 17219 | 84716 | 9570711 | 95755 | 02842 | 2602123 | 0 | 14042 | 21804966 | 326074 | 525581 | 353644 | 212105 | 2299 | 62815 | 45462 | 25671 | 37080305 | 714664 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
188 | 523926797 | 98123252 | 11448221 | 90285 | 2950578 | 806024 | 3314088 | 05186 | 28463 | 08223 | 1691687 | 54876 | 03587 | 01554 | 37449 | 00502 | 233009 | 02629 | 243179 | 32884 | 10962 | 1118634 | 41122 | 111822 | 01836 | 24168 | 310455 | 159117 | 952362 | 2070222 | 481815 | 794547 | 1291528 | 567256 | 684523 | 12206 | 148622 | 19081 | 1120711 | 11689817 | 155469 | 05615 | 3001324 | 0 | 167308 | 26870459 | 3795227 | 611778 | 567248 | 310456 | 39119 | 75718 | 69562 | 324067 | 48243285 | 952481 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
189 | 546350859 | 107439736 | 12476725 | 988092 | 310828 | 855801 | 3566882 | 05646 | 31079 | 09068 | 1924878 | 58935 | 03847 | 01698 | 40197 | 00538 | 251668 | 02929 | 265526 | 35652 | 1209 | 1223441 | 44532 | 124751 | 01984 | 2554 | 335979 | 17402 | 1016236 | 2230646 | 510745 | 85284 | 1352971 | 619018 | 72213 | 13245 | 164722 | 19913 | 1198262 | 12373021 | 169823 | 06238 | 3150458 | 0 | 176764 | 28472209 | 3990119 | 643592 | 619009 | 33598 | 42931 | 80115 | 75583 | 343193 | 51788525 | 1016362 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
190 | 531243477 | 108574492 | 12577657 | 998272 | 3097112 | 851977 | 3615337 | 05756 | 31731 | 09294 | 197892 | 59775 | 03894 | 01734 | 40781 | 00544 | 255873 | 03009 | 270926 | 36282 | 12398 | 124948 | 45343 | 127785 | 02017 | 25387 | 338992 | 176701 | 1017314 | 2245073 | 50917 | 856676 | 1320973 | 62774 | 709745 | 13323 | 168518 | 19584 | 1198439 | 12241244 | 172288 | 0639 | 3098398 | 0 | 173897 | 28218577 | 3941761 | 637662 | 627731 | 338993 | 43673 | 79751 | 7645 | 344328 | 5182256 | 1017441 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
191 | 524970508 | 109080293 | 12627539 | 1002852 | 3119112 | 853268 | 3637274 | 058 | 31962 | 09354 | 1997575 | 60162 | 03917 | 01747 | 41007 | 00547 | 257455 | 03031 | 272899 | 36577 | 12481 | 1258679 | 45607 | 128874 | 0203 | 25452 | 340515 | 177595 | 1020288 | 2254155 | 510683 | 859993 | 1310739 | 630823 | 705782 | 13336 | 16951 | 19552 | 1201195 | 12216127 | 173083 | 06428 | 3088084 | 0 | 173114 | 28186562 | 3938949 | 638463 | 630814 | 340516 | 43904 | 79955 | 76805 | 346394 | 5194325 | 1020416 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
192 | 570961172 | 108849863 | 12687565 | 1001446 | 3283233 | 886188 | 3613413 | 05669 | 3102 | 08893 | 1873324 | 59876 | 03909 | 01696 | 40637 | 00548 | 253301 | 02854 | 265248 | 36109 | 11861 | 1219671 | 44552 | 122947 | 01995 | 26711 | 341175 | 173911 | 1043625 | 2274608 | 532595 | 874787 | 141898 | 620277 | 750536 | 13295 | 161587 | 2095 | 1233427 | 12857703 | 169873 | 06099 | 3307937 | 0 | 183919 | 29574299 | 4192343 | 677384 | 620268 | 341176 | 42698 | 83924 | 76231 | 358088 | 5297687 | 1043756 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
193 | 507163867 | 81065264 | 9628386 | 7473 | 2812204 | 729916 | 25425 | 03732 | 19798 | 05202 | 1172352 | 41903 | 02785 | 01089 | 27844 | 00396 | 169738 | 0164 | 171168 | 24694 | 06892 | 776299 | 28939 | 78231 | 01331 | 22219 | 246034 | 116361 | 807032 | 1681241 | 432148 | 660647 | 1239423 | 421569 | 630014 | 09456 | 97905 | 18585 | 955898 | 1060692 | 114598 | 03627 | 2843462 | 0 | 155034 | 24204695 | 3565198 | 573603 | 421563 | 246035 | 27913 | 69158 | 53417 | 285795 | 418902575 | 807132 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
194 | 48075875 | 704079 | 8438246 | 649678 | 2590594 | 663229 | 216926 | 03121 | 1631 | 04083 | 917194 | 3588 | 0239 | 00899 | 23581 | 00342 | 142527 | 01263 | 141507 | 21043 | 05406 | 638202 | 23947 | 62767 | 01116 | 20381 | 213227 | 97358 | 71959 | 1472901 | 393028 | 584029 | 1163052 | 355241 | 582733 | 08157 | 77699 | 17426 | 854771 | 9721018 | 96218 | 02848 | 2647207 | 0 | 143368 | 22120122 | 3301873 | 530251 | 355236 | 213228 | 23079 | 63245 | 45685 | 25671 | 373304375 | 719679 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
195 | 514250234 | 97938555 | 11419491 | 901091 | 2950577 | 802572 | 3314836 | 05205 | 2855 | 08229 | 1692527 | 54985 | 03587 | 01559 | 37458 | 00502 | 233285 | 02631 | 243849 | 33051 | 10979 | 1121986 | 41142 | 11199 | 01838 | 24067 | 309651 | 158812 | 948876 | 2064328 | 480031 | 79221 | 1273831 | 566062 | 67689 | 12134 | 148445 | 1894 | 1115749 | 11596826 | 155129 | 05609 | 2974066 | 0 | 165536 | 26675222 | 3769716 | 609171 | 566054 | 309652 | 3905 | 75454 | 69402 | 324067 | 48008575 | 948992 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
196 | 505387695 | 106259365 | 12306235 | 97696 | 310828 | 840006 | 3569312 | 05709 | 31361 | 09089 | 1927599 | 59292 | 03847 | 01715 | 40225 | 00538 | 252561 | 02937 | 267698 | 36194 | 12146 | 1234302 | 44595 | 125307 | 0199 | 25091 | 332582 | 17276 | 1001081 | 2205363 | 502953 | 842812 | 1269477 | 614087 | 685899 | 1293 | 164046 | 19309 | 1175865 | 11940255 | 168439 | 06216 | 3021779 | 0 | 16824 | 27564502 | 3872111 | 630624 | 614079 | 332583 | 42649 | 7887 | 74904 | 343193 | 5081793 | 1001204 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
197 | 487229883 | 107500098 | 12412637 | 988061 | 3097112 | 834552 | 3617882 | 05822 | 32026 | 09315 | 1981765 | 60148 | 03894 | 01751 | 40811 | 00544 | 256807 | 03017 | 273199 | 36849 | 12456 | 1260839 | 45409 | 128377 | 02024 | 24903 | 335408 | 175368 | 1000858 | 2218107 | 500871 | 846053 | 1239199 | 622508 | 673382 | 13007 | 167806 | 18953 | 117516 | 11807014 | 170898 | 06367 | 2969467 | 0 | 16532 | 27304531 | 3821966 | 623853 | 622499 | 335409 | 43374 | 78424 | 75728 | 344328 | 50764745 | 1000983 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
198 | 499280117 | 108814004 | 12571898 | 1000199 | 3119112 | 84354 | 3639248 | 05851 | 32191 | 09371 | 199978 | 60451 | 03917 | 0176 | 4103 | 00547 | 25818 | 03037 | 274662 | 37017 | 12527 | 1267492 | 45659 | 129337 | 02035 | 25169 | 338273 | 176774 | 101072 | 2237961 | 505773 | 853631 | 1261871 | 627602 | 685635 | 13154 | 169038 | 19214 | 1187561 | 11978667 | 17228 | 06413 | 3015536 | 0 | 168202 | 27675078 | 3872352 | 630993 | 627593 | 338274 | 43717 | 79163 | 76367 | 346394 | 51317375 | 1010846 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
199 | 530561562 | 107957803 | 12552368 | 992981 | 3283233 | 87229 | 3615271 | 05717 | 31235 | 08908 | 1875401 | 60148 | 03909 | 01709 | 40658 | 00548 | 253982 | 02859 | 266907 | 36522 | 11904 | 1227961 | 446 | 123384 | 02 | 26262 | 337616 | 172598 | 1028883 | 2248752 | 524659 | 864469 | 1340166 | 615175 | 716681 | 13005 | 160862 | 20408 | 1211242 | 12453776 | 168528 | 06075 | 3186141 | 0 | 175822 | 28715171 | 4079582 | 664589 | 615166 | 337618 | 42404 | 82619 | 75528 | 358088 | 5212733 | 1029012 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
200 | 455853828 | 7931667 | 93846 | 730882 | 2812204 | 71313 | 2544122 | 03774 | 19985 | 05216 | 1174162 | 4214 | 02785 | 011 | 27863 | 00396 | 170332 | 01645 | 172614 | 25055 | 0693 | 783529 | 28981 | 78611 | 01336 | 21654 | 24182 | 11483 | 788314 | 1649881 | 422421 | 648239 | 1145206 | 415553 | 58916 | 09106 | 97111 | 17882 | 92913 | 10116039 | 112985 | 03602 | 2695664 | 0 | 145357 | 2316293 | 3427494 | 557562 | 415548 | 24182 | 27572 | 67587 | 52581 | 285795 | 40933975 | 788412 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
201 | 443959492 | 68923154 | 8238903 | 635802 | 2590594 | 650676 | 2170269 | 03147 | 16427 | 04092 | 918321 | 36028 | 0239 | 00906 | 23593 | 00342 | 142897 | 01266 | 142407 | 21267 | 0543 | 642702 | 23973 | 63005 | 01118 | 19979 | 210256 | 96286 | 706068 | 1450708 | 386127 | 575268 | 1094315 | 351016 | 55349 | 079 | 77153 | 16906 | 835777 | 9368105 | 95041 | 0283 | 2540853 | 0 | 136464 | 21371643 | 3203213 | 518734 | 351012 | 210257 | 2284 | 62113 | 45097 | 25671 | 366466925 | 706156 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
202 | 506423203 | 97306289 | 11342378 | 895246 | 2950578 | 79876 | 33151 | 05212 | 2858 | 08231 | 1692819 | 55024 | 03587 | 01561 | 37461 | 00502 | 233381 | 02632 | 244082 | 3311 | 10985 | 1123153 | 41149 | 112058 | 01838 | 23976 | 308973 | 158553 | 94586 | 2059155 | 478417 | 790123 | 1258522 | 565078 | 669674 | 1207 | 148313 | 18808 | 1111272 | 11508597 | 154828 | 05605 | 2948513 | 0 | 163911 | 26492124 | 3745542 | 605793 | 56507 | 308974 | 38993 | 75136 | 69262 | 324067 | 47844705 | 945979 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
203 | 547465781 | 107036797 | 12432935 | 984409 | 310828 | 854689 | 3566939 | 05647 | 31086 | 09069 | 1924944 | 58944 | 03847 | 01699 | 40198 | 00538 | 251689 | 02929 | 265577 | 35665 | 12091 | 1223699 | 44534 | 124767 | 01984 | 25546 | 336056 | 174028 | 1016385 | 2230966 | 510859 | 852962 | 1354217 | 619082 | 721664 | 1324 | 164722 | 19892 | 1198422 | 12366207 | 169797 | 06238 | 3149984 | 0 | 176781 | 28464958 | 3989279 | 643025 | 619074 | 336057 | 42933 | 80076 | 7559 | 343193 | 51800855 | 1016511 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
204 | 532626055 | 108359941 | 1255475 | 996315 | 3097112 | 852527 | 3615315 | 05755 | 31729 | 09294 | 1978892 | 59771 | 03894 | 01733 | 40781 | 00544 | 255864 | 03009 | 270904 | 36277 | 12397 | 1249371 | 45342 | 127781 | 02017 | 25402 | 339072 | 176731 | 1017856 | 2245757 | 509357 | 856891 | 1328824 | 627864 | 712568 | 13347 | 168539 | 1962 | 1199515 | 12273542 | 172364 | 06391 | 3108267 | 0 | 174592 | 28283545 | 3949206 | 637939 | 627856 | 339073 | 43681 | 79765 | 76466 | 344328 | 5187411 | 1017984 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
205 | 515687812 | 108950957 | 12607778 | 1001624 | 3119112 | 849856 | 3638351 | 05828 | 32087 | 09363 | 1998777 | 6032 | 03917 | 01754 | 4102 | 00547 | 25785 | 03034 | 27386 | 36817 | 12506 | 1263481 | 45635 | 129125 | 02033 | 25355 | 339638 | 177278 | 1017015 | 224817 | 50888 | 857588 | 1296155 | 629587 | 700267 | 1328 | 169317 | 19456 | 1196616 | 12151095 | 172811 | 06422 | 3067405 | 0 | 17173 | 28038574 | 3919215 | 635975 | 629578 | 339639 | 43832 | 79668 | 76639 | 346394 | 5171572 | 1017142 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
206 | 559365742 | 108920059 | 12692112 | 1002062 | 3283233 | 882623 | 3614648 | 05701 | 31163 | 08903 | 1874705 | 60057 | 03909 | 01704 | 40651 | 00548 | 253754 | 02857 | 266352 | 36384 | 11889 | 1225186 | 44584 | 123236 | 01998 | 26592 | 340126 | 173526 | 1039753 | 2267264 | 53032 | 871758 | 1398732 | 618797 | 741763 | 13219 | 161374 | 20818 | 1227278 | 12754191 | 169517 | 06092 | 327644 | 0 | 181838 | 29350454 | 416261 | 673834 | 618788 | 340127 | 42613 | 8356 | 76027 | 358088 | 5274666 | 1039882 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
207 | 507372734 | 8135666 | 9667616 | 750024 | 2812204 | 729794 | 2542762 | 03739 | 19828 | 05205 | 1172643 | 41941 | 02785 | 0109 | 27847 | 00396 | 169834 | 01641 | 171401 | 24753 | 06898 | 777465 | 28946 | 78294 | 01332 | 22225 | 246041 | 116369 | 80711 | 1681456 | 432219 | 660718 | 1241812 | 421599 | 631578 | 09464 | 97904 | 18603 | 956381 | 10625994 | 114631 | 03627 | 2848392 | 0 | 155368 | 24239277 | 3569548 | 573916 | 421593 | 246042 | 27915 | 69161 | 53422 | 285795 | 418907975 | 807211 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
208 | 477357266 | 70527383 | 845277 | 650783 | 2590594 | 661812 | 2169527 | 03128 | 16341 | 04085 | 917493 | 35919 | 0239 | 00901 | 23585 | 00342 | 142625 | 01263 | 141745 | 21102 | 05412 | 639393 | 23954 | 62828 | 01116 | 2035 | 212966 | 97268 | 718259 | 1471079 | 392498 | 583355 | 116181 | 354871 | 583115 | 08146 | 7764 | 17397 | 853948 | 9723323 | 96145 | 02846 | 264706 | 0 | 143402 | 22116257 | 3300857 | 529956 | 354866 | 212966 | 23057 | 63172 | 45638 | 25671 | 37244745 | 71835 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
209 | 493879023 | 97750146 | 11382499 | 899234 | 2950577 | 794794 | 3316314 | 05244 | 28721 | 08241 | 1694174 | 55201 | 03587 | 01569 | 37475 | 00502 | 233825 | 02636 | 245164 | 3338 | 11013 | 1128563 | 4118 | 11233 | 01842 | 23848 | 308 | 158231 | 941328 | 2052231 | 476285 | 787461 | 1235654 | 563737 | 661815 | 11993 | 148141 | 18673 | 110552 | 11418068 | 154535 | 05599 | 2918821 | 0 | 161856 | 26288225 | 3719234 | 603418 | 563729 | 308001 | 38919 | 74874 | 69082 | 324067 | 4750861 | 941445 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
210 | 501601797 | 106766592 | 12363163 | 98161 | 310828 | 837056 | 3570248 | 05733 | 31469 | 09097 | 1928644 | 59429 | 03847 | 01721 | 40236 | 00538 | 252905 | 0294 | 268534 | 36402 | 12168 | 1238481 | 4462 | 125539 | 01993 | 25052 | 332394 | 172695 | 999385 | 2203632 | 502447 | 842257 | 1266022 | 613797 | 684529 | 1291 | 164011 | 19257 | 1174648 | 11926206 | 168402 | 06215 | 3017098 | 0 | 167892 | 27530923 | 3867845 | 629654 | 613788 | 332395 | 42633 | 78788 | 74864 | 343193 | 50673465 | 999509 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
211 | 499065391 | 1080754 | 12491169 | 993448 | 3097112 | 838422 | 3617741 | 05818 | 32009 | 09314 | 1981601 | 60127 | 03894 | 0175 | 40809 | 00544 | 256754 | 03017 | 273069 | 36816 | 12453 | 1260192 | 45405 | 128356 | 02024 | 25033 | 336342 | 175714 | 1005075 | 2225249 | 503128 | 848925 | 1262951 | 62386 | 684556 | 13092 | 167969 | 19123 | 1181768 | 1194052 | 171272 | 06372 | 3008639 | 0 | 16793 | 27580256 | 3858219 | 627769 | 623851 | 336343 | 4345 | 78764 | 75918 | 344328 | 5101658 | 1005201 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
212 | 510059453 | 108986191 | 1260348 | 1001878 | 3119112 | 847428 | 3638601 | 05834 | 32116 | 09365 | 1999056 | 60356 | 03917 | 01756 | 41023 | 00547 | 257942 | 03035 | 274084 | 36873 | 12512 | 1264602 | 45642 | 129189 | 02033 | 25287 | 339179 | 1771 | 1014762 | 2244555 | 507774 | 85619 | 1282462 | 628914 | 693614 | 1323 | 169223 | 19361 | 1193048 | 12073188 | 172611 | 06419 | 3044861 | 0 | 170169 | 27880522 | 3899013 | 633856 | 628905 | 33918 | 43792 | 79466 | 76542 | 346394 | 5157857 | 1014889 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
1575032492 | 3008455449 | 351116241 | 27682287 | 92299436 | 24715968 | 99267828 | 155072 | 845207 | 239811 | 512493 | 1645236 | 107479 | 46259 | 1111954 | 1509 | 6922635 | 76963 | 7235403 | 992784 | 319808 | 33228736 | 1212689 | 3359175 | 54493 | 743159 | 9349364 | 4737588 | 28828492 | 62511012 | 14763057 | 2407931 | 39179182 | 16921876 | 20706272 | 363329 | 4367819 | 588024 | 33990128 | 355575715 | 4631961 | 164646 | 91728656 | 0 | 5080389 | 817447675 | 116450563 | 18849431 | 16921638 | 9349393 | 1161079 | 232903 | 2084828 | 9959974 | 14719855875 | 28832085 |
Day | CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
UNIT | (tonday) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
182 | 527521289 | 104187705 | 12096017 | 95816 | 2916008 | 843671 | 4167513 | 05895 | 3271 | 09609 | 1985614 | 67723 | 04539 | 01768 | 48289 | 00617 | 288101 | 03065 | 278758 | 36556 | 1268 | 1275076 | 51515 | 131479 | 02273 | 25075 | 337565 | 175434 | 993582 | 2229801 | 50918 | 856529 | 1353648 | 623222 | 720678 | 13149 | 166413 | 18945 | 119824 | 12369397 | 171206 | 06304 | 3144352 | 0 | 176114 | 28465674 | 3984323 | 641234 | 623213 | 337566 | 43272 | 80196 | 76002 | 347433 | 51099815 | 993707 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
183 | 516131016 | 10563458 | 12237189 | 971244 | 2904136 | 842359 | 4225359 | 06016 | 33424 | 0985 | 2041453 | 68736 | 04596 | 01806 | 49006 | 00624 | 292997 | 0315 | 284641 | 37257 | 13009 | 1303341 | 52451 | 134711 | 02313 | 2499 | 340949 | 178289 | 997305 | 2247655 | 508591 | 861603 | 1329856 | 632622 | 712877 | 13274 | 170318 | 18739 | 1201132 | 12297847 | 173919 | 0646 | 3108173 | 0 | 174193 | 28330491 | 3951694 | 637453 | 632614 | 34095 | 44055 | 79982 | 7696 | 348596 | 51223245 | 997429 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
184 | 503450664 | 106042188 | 12271257 | 974882 | 2924994 | 841786 | 425044 | 06064 | 33675 | 09914 | 2060127 | 69181 | 04623 | 0182 | 49274 | 00628 | 2948 | 03173 | 286774 | 37578 | 13098 | 1313258 | 52754 | 135841 | 02327 | 24987 | 341892 | 17899 | 998159 | 2252749 | 508832 | 863277 | 1302012 | 634953 | 702371 | 13233 | 171216 | 18626 | 1200029 | 12194872 | 174479 | 06495 | 3073632 | 0 | 171785 | 28132668 | 3927747 | 63619 | 634944 | 341893 | 44243 | 80006 | 77209 | 35068 | 51189375 | 998281 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
185 | 412640312 | 68845259 | 8147964 | 634411 | 2409311 | 641414 | 2740057 | 03459 | 18482 | 04837 | 1043001 | 44355 | 03036 | 01 | 31243 | 00417 | 178836 | 01486 | 15917 | 22469 | 06307 | 71325 | 30963 | 72514 | 01405 | 19276 | 218121 | 102629 | 684281 | 1479467 | 383548 | 588276 | 1089621 | 37107 | 55067 | 0805 | 85518 | 15417 | 843984 | 9385507 | 101387 | 03162 | 2517846 | 0 | 135598 | 21423406 | 3175189 | 511009 | 371065 | 218121 | 2451 | 62264 | 47169 | 269326 | 3656006 | 684366 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
186 | 433033164 | 73375015 | 867765 | 676099 | 2507971 | 671238 | 281798 | 03669 | 19663 | 05239 | 1125698 | 45582 | 03115 | 01067 | 31891 | 00429 | 18506 | 01619 | 169581 | 23769 | 06841 | 762396 | 3207 | 7744 | 01454 | 20091 | 229999 | 109689 | 725827 | 1559375 | 398227 | 615963 | 1119706 | 396025 | 570644 | 0862 | 93147 | 16195 | 882599 | 971358 | 108043 | 03457 | 2591316 | 0 | 140381 | 22197629 | 3269388 | 526941 | 396019 | 229999 | 26328 | 64165 | 50043 | 273629 | 38495705 | 725918 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
187 | 436329062 | 66922847 | 7985676 | 617234 | 2439078 | 644435 | 2547927 | 03206 | 16962 | 04337 | 923902 | 41163 | 02833 | 00921 | 2868 | 00392 | 164437 | 01311 | 146909 | 21092 | 05635 | 65571 | 28191 | 65259 | 0129 | 19397 | 210028 | 96685 | 679347 | 1438193 | 381735 | 573865 | 1120289 | 351393 | 560384 | 07834 | 77932 | 16007 | 832386 | 9428972 | 95666 | 02862 | 2558507 | 0 | 137795 | 21471216 | 3203411 | 513796 | 351388 | 210028 | 22924 | 61948 | 45072 | 260426 | 362687875 | 679432 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
188 | 501372383 | 95002676 | 11072416 | 874043 | 2768458 | 793734 | 3877832 | 054 | 29896 | 08711 | 1749341 | 63047 | 04237 | 01614 | 45048 | 00576 | 266934 | 02751 | 254808 | 33581 | 11483 | 116314 | 47645 | 117959 | 02106 | 23658 | 311449 | 160278 | 928444 | 2065771 | 479206 | 796619 | 1284231 | 57049 | 680104 | 12084 | 15013 | 18094 | 1118042 | 11645947 | 156587 | 05675 | 2982958 | 0 | 165942 | 26774353 | 3777099 | 60786 | 570481 | 31145 | 39399 | 75651 | 69859 | 328078 | 4754195 | 928561 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
189 | 523637695 | 104034453 | 12072527 | 956702 | 2916008 | 842744 | 4167044 | 05883 | 32656 | 09606 | 1985091 | 67655 | 04539 | 01764 | 48284 | 00617 | 287929 | 03064 | 27834 | 36452 | 12669 | 1272988 | 51503 | 131369 | 02272 | 25034 | 337313 | 175369 | 992318 | 2227886 | 508499 | 855748 | 1345992 | 62293 | 717929 | 13127 | 166414 | 18898 | 119647 | 12334379 | 171111 | 06304 | 3133279 | 0 | 175412 | 28390537 | 3974153 | 640067 | 622921 | 337314 | 43259 | 80114 | 75957 | 347433 | 51024665 | 992444 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
190 | 510116523 | 105199639 | 12180325 | 967191 | 2904136 | 839198 | 4224749 | 06001 | 33353 | 09845 | 2040769 | 68646 | 04596 | 01802 | 48999 | 00624 | 292772 | 03148 | 284094 | 3712 | 12995 | 1300601 | 52435 | 134568 | 02311 | 24926 | 340637 | 178174 | 995043 | 2244696 | 507615 | 860476 | 1315009 | 632154 | 706271 | 13217 | 170289 | 18612 | 1197995 | 12214474 | 173678 | 06459 | 3084567 | 0 | 172719 | 28165559 | 3930524 | 635055 | 632145 | 340638 | 44031 | 79843 | 76889 | 348596 | 5106909 | 995166 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
191 | 503891562 | 105700977 | 12230387 | 971735 | 2924994 | 840322 | 4249734 | 06046 | 33593 | 09908 | 2059337 | 69077 | 04623 | 01816 | 49265 | 00628 | 29454 | 0317 | 286142 | 3742 | 13082 | 1310098 | 52735 | 135682 | 02325 | 24989 | 342152 | 17907 | 997955 | 2253701 | 509089 | 863755 | 1304632 | 635239 | 702278 | 1323 | 171288 | 18576 | 1200693 | 12188588 | 174473 | 06498 | 3074044 | 0 | 171926 | 28131846 | 3927404 | 635797 | 63523 | 342154 | 44262 | 80042 | 77244 | 35068 | 51178825 | 998079 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
192 | 544858086 | 105312734 | 12261509 | 968791 | 3082353 | 871822 | 4221925 | 05895 | 3254 | 09418 | 1931802 | 68663 | 04611 | 01759 | 48831 | 00628 | 289827 | 02983 | 277625 | 36816 | 12417 | 1266768 | 51581 | 129416 | 02285 | 26099 | 341898 | 175032 | 1015488 | 2266757 | 528848 | 875917 | 1409757 | 623227 | 74485 | 13146 | 163151 | 19814 | 1228818 | 1279431 | 170967 | 06161 | 3283715 | 0 | 182207 | 29432878 | 4166435 | 671874 | 623218 | 341899 | 4297 | 83736 | 76476 | 362433 | 52152005 | 1015614 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
193 | 476778438 | 77749429 | 9209822 | 71653 | 2644341 | 714915 | 2986949 | 0384 | 20618 | 05523 | 1184799 | 4813 | 03304 | 01118 | 3385 | 00455 | 195686 | 01705 | 177915 | 24792 | 07193 | 799032 | 33978 | 81425 | 01538 | 21429 | 244699 | 116469 | 772873 | 1659478 | 424661 | 655869 | 1226457 | 42068 | 620931 | 09251 | 98658 | 17364 | 943539 | 1048174 | 11484 | 0366 | 2803787 | 0 | 152545 | 23913462 | 3514915 | 563255 | 420673 | 2447 | 27938 | 68472 | 53193 | 289938 | 4102799 | 77297 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
194 | 449196914 | 6732082 | 8041113 | 620969 | 2439078 | 64876 | 2547578 | 03197 | 16921 | 04334 | 923512 | 41112 | 02833 | 00919 | 28676 | 00392 | 164308 | 01309 | 146596 | 21014 | 05627 | 654148 | 28182 | 65177 | 01289 | 1954 | 211103 | 97073 | 683947 | 1446197 | 384249 | 577074 | 1148655 | 352918 | 572572 | 07935 | 78124 | 16201 | 839693 | 9574733 | 96115 | 02868 | 2602206 | 0 | 140654 | 21776494 | 3243127 | 51826 | 352913 | 211104 | 2301 | 62359 | 45286 | 260426 | 36511305 | 684033 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
195 | 492119414 | 94837139 | 11046455 | 872464 | 2768458 | 790245 | 3878569 | 05419 | 29981 | 08717 | 1750161 | 63155 | 04237 | 01619 | 45056 | 00576 | 267203 | 02753 | 255463 | 33744 | 115 | 1166415 | 47664 | 118123 | 02108 | 23562 | 310663 | 159977 | 925157 | 2060046 | 477474 | 794333 | 1266519 | 569321 | 672527 | 12013 | 149954 | 17957 | 111318 | 11553611 | 156247 | 05669 | 2955917 | 0 | 164188 | 26580769 | 3751902 | 605308 | 569313 | 310664 | 39332 | 75391 | 69701 | 328078 | 47305865 | 925272 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
196 | 484653867 | 10296874 | 11918015 | 946649 | 2916008 | 826995 | 4169432 | 05945 | 32932 | 09625 | 198776 | 68005 | 04539 | 01781 | 48312 | 00617 | 288806 | 03071 | 280473 | 36984 | 12725 | 1283649 | 51565 | 131915 | 02279 | 24608 | 334006 | 174135 | 978106 | 2203459 | 500962 | 84597 | 1263255 | 618126 | 682209 | 12818 | 165747 | 1832 | 1174615 | 11907894 | 169742 | 06282 | 3006566 | 0 | 167021 | 27497097 | 3858349 | 627449 | 618117 | 334007 | 42983 | 789 | 75296 | 347433 | 5005759 | 978228 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
197 | 468224805 | 104244414 | 12032341 | 958103 | 2904137 | 821897 | 422726 | 06066 | 33644 | 09866 | 2043577 | 69014 | 04596 | 01819 | 49028 | 00624 | 293694 | 03156 | 286336 | 37679 | 13053 | 1311811 | 52501 | 135152 | 02318 | 24466 | 337149 | 17687 | 979621 | 2218662 | 499595 | 850125 | 1234175 | 62706 | 670483 | 12907 | 169587 | 18011 | 1175305 | 11787462 | 172309 | 06436 | 2957863 | 0 | 16429 | 27267686 | 3813175 | 621633 | 627051 | 33715 | 43739 | 7855 | 76188 | 348596 | 5001863 | 979742 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
198 | 479718555 | 105501494 | 12184573 | 969713 | 2924994 | 830722 | 4251681 | 06096 | 33818 | 09924 | 2061509 | 69362 | 04623 | 01829 | 49288 | 00628 | 295254 | 03177 | 287877 | 37853 | 13127 | 1318775 | 52786 | 136138 | 0233 | 24722 | 339983 | 17827 | 989069 | 223816 | 504376 | 857595 | 1256544 | 632121 | 682547 | 13052 | 170824 | 18256 | 1187483 | 11956486 | 173687 | 06482 | 3003143 | 0 | 167123 | 27632395 | 3862603 | 628598 | 632112 | 339984 | 44081 | 79275 | 7682 | 35068 | 50560935 | 989193 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
199 | 507036484 | 104535312 | 12142426 | 961406 | 3082353 | 858174 | 4223745 | 05942 | 3275 | 09433 | 1933838 | 6893 | 04611 | 01771 | 48852 | 00628 | 290496 | 02989 | 279251 | 37221 | 12459 | 1274894 | 51628 | 129845 | 0229 | 25677 | 338464 | 173757 | 100186 | 2242014 | 521251 | 865957 | 1332349 | 6183 | 711733 | 12865 | 162439 | 19304 | 1207363 | 12399872 | 169653 | 06138 | 3164822 | 0 | 174296 | 28594998 | 4056819 | 659559 | 618291 | 338465 | 42685 | 82476 | 75798 | 362433 | 51316645 | 1001985 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
200 | 4291425 | 76164351 | 8988975 | 701649 | 2644341 | 69841 | 2988514 | 03881 | 208 | 05536 | 1186551 | 48359 | 03304 | 01128 | 33869 | 00455 | 196261 | 0171 | 179314 | 25141 | 07229 | 806025 | 34018 | 81792 | 01542 | 20903 | 240651 | 114987 | 755704 | 1629651 | 415406 | 643947 | 1134162 | 414897 | 581117 | 08912 | 97879 | 16707 | 917784 | 10004016 | 113266 | 03634 | 2660045 | 0 | 143129 | 22901084 | 3381587 | 547889 | 414891 | 240652 | 27609 | 6696 | 5239 | 289938 | 40087695 | 755798 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
201 | 414913398 | 65957471 | 7858538 | 608232 | 2439078 | 636319 | 2548572 | 03223 | 17036 | 04342 | 924622 | 41258 | 02833 | 00925 | 28687 | 00392 | 164673 | 01313 | 147484 | 21235 | 0565 | 658584 | 28208 | 65411 | 01292 | 19164 | 208241 | 96034 | 671511 | 1425056 | 37767 | 568637 | 108115 | 348847 | 544025 | 07686 | 77587 | 15712 | 821387 | 923062 | 94962 | 02851 | 2498573 | 0 | 133927 | 21047625 | 3147417 | 507205 | 348842 | 208242 | 22779 | 61267 | 4472 | 260426 | 358340475 | 671595 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
202 | 484641602 | 94245527 | 10974386 | 866995 | 2768458 | 786479 | 3878844 | 05426 | 30012 | 08719 | 1750471 | 63195 | 04237 | 01621 | 45059 | 00576 | 267304 | 02754 | 255709 | 33806 | 11506 | 1167649 | 47671 | 118194 | 02108 | 23475 | 310002 | 159724 | 922319 | 2055047 | 47591 | 792294 | 1251418 | 568361 | 665434 | 11951 | 149825 | 17832 | 110881 | 11466925 | 155951 | 05664 | 2930829 | 0 | 162593 | 26401084 | 3728215 | 602018 | 568353 | 310003 | 39276 | 75082 | 69565 | 328078 | 4714359 | 922434 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
203 | 524579883 | 103643984 | 12030052 | 953135 | 2916008 | 841569 | 4167108 | 05885 | 32664 | 09606 | 1985165 | 67664 | 04539 | 01765 | 48285 | 00617 | 287954 | 03064 | 278399 | 36466 | 12671 | 127328 | 51504 | 131387 | 02272 | 2504 | 337379 | 175373 | 992427 | 222814 | 50859 | 855841 | 1346991 | 622978 | 717404 | 13121 | 166412 | 18877 | 119658 | 1232666 | 171078 | 06304 | 3132526 | 0 | 175415 | 2838125 | 3973052 | 63948 | 622969 | 33738 | 4326 | 80072 | 75962 | 347433 | 51032785 | 992551 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
204 | 511148203 | 104983652 | 12156962 | 96522 | 2904136 | 83969 | 4224742 | 06 | 33352 | 09845 | 2040759 | 68645 | 04596 | 01802 | 48999 | 00624 | 29277 | 03148 | 284088 | 37119 | 12995 | 1300573 | 52435 | 134568 | 02311 | 24937 | 340702 | 1782 | 995457 | 2245244 | 507761 | 860647 | 1322636 | 632255 | 708996 | 1324 | 170309 | 18644 | 1198981 | 12245485 | 17375 | 0646 | 3094034 | 0 | 17339 | 28227639 | 3937558 | 635277 | 632246 | 340703 | 44037 | 79851 | 76903 | 348596 | 51117265 | 995579 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
205 | 494995859 | 105593164 | 12213384 | 970708 | 2924994 | 836909 | 4250807 | 06073 | 33717 | 09917 | 2060536 | 69234 | 04623 | 01823 | 49278 | 00628 | 294934 | 03174 | 287099 | 37659 | 13107 | 1314885 | 52763 | 135933 | 02328 | 24896 | 341294 | 178758 | 994849 | 2247889 | 507336 | 861401 | 1290197 | 63403 | 696845 | 13174 | 171097 | 18484 | 1196221 | 12124623 | 174204 | 06491 | 3053715 | 0 | 170566 | 27986409 | 3908074 | 633372 | 634021 | 341295 | 44191 | 7976 | 77082 | 35068 | 5095164 | 994974 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
206 | 533839492 | 105399277 | 12268152 | 969559 | 3082353 | 868282 | 4223143 | 05927 | 32681 | 09428 | 1933169 | 68842 | 04611 | 01767 | 48845 | 00628 | 290276 | 02987 | 278716 | 37088 | 12445 | 1272224 | 51613 | 129701 | 02289 | 25984 | 340876 | 174655 | 1011827 | 2259645 | 526642 | 872963 | 1389777 | 621783 | 73623 | 13072 | 16294 | 19688 | 1222822 | 1269275 | 170617 | 06154 | 325282 | 0 | 180165 | 29213418 | 4137359 | 668422 | 621774 | 340877 | 42887 | 8338 | 76277 | 362433 | 51923385 | 1011953 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
207 | 476864883 | 78021787 | 9246307 | 719074 | 264434 | 714709 | 29872 | 03847 | 20648 | 05525 | 1185081 | 48167 | 03304 | 01119 | 33853 | 00455 | 195779 | 01706 | 178141 | 24848 | 07199 | 800158 | 33984 | 81486 | 01538 | 21434 | 244698 | 116473 | 772916 | 1659636 | 424712 | 655914 | 1228626 | 420697 | 622412 | 09258 | 98655 | 17381 | 943971 | 10499733 | 114868 | 0366 | 2808427 | 0 | 152862 | 23945813 | 3518981 | 563534 | 420692 | 244699 | 27939 | 68471 | 53196 | 289938 | 410243825 | 773013 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
208 | 445999766 | 67436274 | 8055095 | 622036 | 2439078 | 647313 | 2547833 | 03203 | 16951 | 04336 | 923798 | 41149 | 02833 | 0092 | 28679 | 00392 | 164402 | 0131 | 146825 | 21071 | 05632 | 655291 | 28189 | 65236 | 0129 | 19511 | 210848 | 96985 | 682725 | 144446 | 383743 | 576418 | 1147303 | 352557 | 572922 | 07924 | 78064 | 16174 | 8389 | 957679 | 96043 | 02866 | 2601999 | 0 | 140683 | 21772288 | 324213 | 517981 | 352552 | 210848 | 22989 | 62288 | 45239 | 260426 | 36424665 | 68281 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
209 | 472785469 | 94697012 | 11016262 | 871061 | 2768458 | 782554 | 3880029 | 05457 | 3015 | 08729 | 1751794 | 63369 | 04237 | 01629 | 45073 | 00576 | 267739 | 02758 | 256767 | 3407 | 11533 | 1172938 | 47702 | 118459 | 02112 | 23355 | 309061 | 15941 | 918105 | 2048412 | 473864 | 789717 | 1228873 | 567064 | 657733 | 11875 | 149655 | 17703 | 1103238 | 11378469 | 155665 | 05659 | 29018 | 0 | 160579 | 26201936 | 370263 | 599743 | 567056 | 309062 | 39205 | 74827 | 69392 | 328078 | 46811125 | 918219 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
210 | 481044219 | 103465703 | 11973818 | 951203 | 2916008 | 82403 | 4170384 | 0597 | 33042 | 09633 | 198882 | 68144 | 04539 | 01787 | 48323 | 00617 | 289155 | 03074 | 281319 | 37195 | 12746 | 1287882 | 51589 | 132149 | 02281 | 24572 | 33382 | 17407 | 976532 | 2201805 | 500478 | 845425 | 1259823 | 61784 | 680867 | 12798 | 165711 | 18271 | 1173432 | 11894218 | 169705 | 06281 | 3002022 | 0 | 166683 | 27464414 | 3854222 | 626511 | 617832 | 333821 | 42967 | 78818 | 75257 | 347433 | 49911685 | 976655 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
211 | 479501172 | 104780957 | 12105438 | 963125 | 2904136 | 825715 | 4227133 | 06062 | 33629 | 09865 | 2043438 | 68995 | 04596 | 01818 | 49026 | 00624 | 293649 | 03156 | 286225 | 37652 | 1305 | 1311259 | 52498 | 135136 | 02317 | 2459 | 338057 | 177207 | 983584 | 2225571 | 501779 | 852924 | 1257601 | 628373 | 681487 | 12991 | 169748 | 18172 | 1181753 | 11918835 | 172677 | 06441 | 2996377 | 0 | 166857 | 2753863 | 3848744 | 625447 | 628365 | 338058 | 43813 | 78881 | 76372 | 348596 | 5026754 | 983707 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
212 | 489967422 | 105643008 | 12211602 | 971102 | 2924994 | 834542 | 4251039 | 0608 | 33744 | 09919 | 2060797 | 69268 | 04623 | 01824 | 4928 | 00628 | 29502 | 03175 | 287309 | 37711 | 13112 | 1315934 | 52769 | 135992 | 02328 | 24834 | 340863 | 178589 | 992845 | 2244516 | 506305 | 860082 | 1276818 | 633396 | 69037 | 13126 | 171006 | 18396 | 1192815 | 12048998 | 174011 | 06488 | 3031837 | 0 | 169049 | 27833271 | 3888593 | 631364 | 633387 | 340864 | 44153 | 79569 | 76991 | 35068 | 50818255 | 992968 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
15010134101 | 2907447588 | 338906633 | 26749425 | 86653198 | 24300952 | 116121122 | 161073 | 886044 | 254096 | 52666292 | 1887825 | 126966 | 47921 | 1339128 | 17312 | 7931596 | 80409 | 7568148 | 1010458 | 334775 | 34482032 | 140709 | 3529457 | 62521 | 725221 | 9364562 | 4766655 | 28009183 | 62249139 | 14646134 | 24095161 | 38918082 | 16994929 | 205379 | 358933 | 4410037 | 555377 | 3383826 | 353637793 | 4660906 | 166325 | 91011697 | 0 | 5030087 | 813094019 | 115656819 | 18679581 | 16994688 | 936459 | 1168126 | 2322596 | 2090508 | 10087629 | 14479505425 | 28012676 |
7International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019)
bull Atlanta Chicago Baltimore Dallas and Phoenix
bull Varies by hour vehicle amp city
bull Slower speed during rush hours and daytime
Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Unrestricted)
Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Restricted)
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 8
bull Restricted road speeds are typically higher than unrestricted road
bull Clear lower speed during the rush hours
Impact of Speed by Pollutant
and Vehicle Type
Fuel Gasoline
9
Impact of Speed by Pollutant
and Vehicle Type
Fuel Diesel
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 10
Improved Representation of Speeds in SMOKE-MOVES
bull New Feature in SMOKE-MOVES Average Speed Fraction by Distance (ASD) Emissions estimated for each of 16 speed bins (SPD)
Traveled Distance (TD)spd = Speed (mph)spd ASFspd
ASDspd = TDspd Sums of TD
ASD is function of
int (FIPS SCC WeekdayWeekend Hour of day Speed)
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 11
Difference in July NOx
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 12
Difference in July PM25
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 13
Difference in July VOC
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 14
Comparison between Interpolation vs ASD
bull July Monthly Total Emissions Comparison
Percent Difference [] (ASD ndash ORG)ORG 100
bull PM10 and PM25 Model Species Reduction -2 ~ -10
bull Gas Model Species All Increases ranging from 0 to 7
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 15
RPD_ORG_domain_daily_total7
RPD_Full_ASD_domain_daily_total
RPD_Gasoline_ASD
Full_AvgSpeedFrac_Org_compariso
1
2
3
4
5
6
7
A
B
CO
Original
150101341
ASD (Gasoline)
1571406723
ASD (All Fuels)
1575032492
5
Gasoline ASD
5
Findings on Using ASD
bull Why are NOx emissions increased with ASD application
bull More lower speed bins are included when computing emissions with the ASD approach
bull Why are PM25 emissions decreased with ASD in cities while increased in highwaysbull The single NEI average speed assigned for urban roads was relatively lower than used in ASDbull The single NEI average speed assigned for rural roads was relatively higher than ASD
bull Why do VOC emissions show different patterns between Dallas and Phoenixbull Most of metro cities show relatively lower estimated VOC while Dallas TX and Phoenix AZ show
increasesbull Higher average speed for urban unrestricted roads from Dallas and Phoenixbull Higher contribution of urban unrestricted roads from Dallas and Phoenix bull Contributions of road and vehicle types by region andor average speed played a key role
ASD approach is a better representation of actual driving patterns by road type
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 16
NOx Humidity Correction
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 17
Humidity impacts NOx emissionsbull Spark-Ignition engines
bull Compression Ignition Diesel
The NOx Humidity Correction Equation differs by fuel Type
1 Gasoline Ethanol and CNG2 Diesel
Compute the Correction Using1 MOVES Model (Month-humiditycounty)
2 SMOKE-MOVES Integration ToolThe humidity correction equation has been coded into the latest version of SMOKE-MOVES thus allowing the adjustment to be applied according to hourly changes in humidity instead of seasonal averages
Percent Change on RPD NO2
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 18
January 1 2014 July 1 2014
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 18
Percent Change in Monthly Total NOx(January and July)
19International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019)
January July
New Jersey NOx Correction Sensitivity Runs
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 20
To assess the true impacts of NOx humidity correction perform the sensitivity runs based on the following MOVES EFs
1 MOVES Native MOVES EFs without NOx Correction
2 MOVES-NOx MOVES EFs with NOx Correction applied by MOVES
3 SMOKE-MOVES MOVES EFs with NOx Correction applied by SMOKE-MOVES
New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 21
NJ Monthly Total NOx Changes between the Methods
RPD MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 3590 4701 31 4252 18July 4517 4961 10 4354 -4
RPV MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 1127 1115 -1 1390 23July 870 866 0 832 -4
RPH MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 100 114 14 115 15July 128 128 -1 124 -3
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 22
Findings from the NJ NOx Humidity Adjustment
bull Significant Impacts to NOx emissions for RPD RPV and RPH processesbull US western regions with lower humidity will see an increase of NOxbull US eastern regions with higher humidity will see a decrease in NOxbull The Winter drier season (January) shows the significant increases of
NOx from all processesbull Summer season (July) shows up to 4 decrease of NOx from all
processesbull RPD NOx MOVES-NOx case shows higher impacts compared to
SMOKE-MOVES casebull These findings are limited to New Jersey stateInternational Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 23
Spatial Allocation using Spatial Surrogates
bull Spatial allocation is the process of mapping county-level emissions inventory data to modeling grid cells
bull We do this using spatial surrogates - each has a unique code (ID)bull There are more than 60 surrogates currently used ndash eg Population (100) Total agriculture
(310) Railroad Density (261) Offshore shipping (806) Urban unrestricted daily VMT (222) Gas well count (698)
bull Surrogates have been created using the Surrogate Tool (from wwwcmascenterorg)
bull Value = sum of attribute in grid cellsum of attribute in county
bull Values sum to 1 for each county province
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 24
New Postgres Spatial Surrogate Tool
bull Written in the PostgreSQL and PostGIS database languagebull Released on June 30 2019 bull Download from CMAS Center Spatial Allocator Github Repository
httpsgithubcomCMASCenterSpatial-Allocator
bull PostgreSQL uses a 3-tier hierarchy for data storage database schema and table A single query can access multiple tables and multiple schemas but only one database
bull Requires ReadCreateUpdateInsert access for databasesbull Supports multicore-Processing for Multiple Jobs running in parallel
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 25
Steps performed in the PG Surrogate Tool
Create a modeling domain table and insert it into the PostgreSQL Database
Load the geographic boundaries data shapefile and then reproject them to match the output modeling domain
Overlay with geographic boundaries and then calculate the attribute value in the county (ie surrogate denominator)
Overlay grid modeling domain and compute the gridded surrogate weight (ie the numerator)
Generate Surrogates using the Surrogate Tool input files
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 26
SMOKE v47 Public Release
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 27
bull Plan to release in 2019
bull Average Speed Distribution
bull NOx Humidity Correction
bull A few bug fixes and minor updates
bull Future Updatesbull New Rate-Per-Start (RPS) Process
bull New Off-network Idling (ONI) Process
Acknowledgement
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 28
bull US EPA Office of Air Quality Planning and Standard (OAQPS)bull US EPA Office of Transportation Air Quality (OTAQ)bull US EPA Office of Research Development (ORD)
Road Types Distribution by Region
Average Speed by Road type
Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
- SMOKE version 47Recent Enhancements
- Outline
- Slide Number 3
- Background on Speeds in MOVES and SMOKE-MOVES
- Examples of Average Speed Distributions
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Unrestricted)
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Restricted)
- Impact of Speed by Pollutant and Vehicle TypeFuel Gasoline
- Impact of Speed by Pollutant and Vehicle TypeFuel Diesel
- Improved Representation of Speeds in SMOKE-MOVES
- Difference in July NOx
- Difference in July PM25
- Difference in July VOC
- Comparison between Interpolation vs ASD
- Findings on Using ASD
- NOx Humidity Correction
- Percent Change on RPD NO2
- Percent Change in Monthly Total NOx(January and July)
- New Jersey NOx Correction Sensitivity Runs
- New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
- NJ Monthly Total NOx Changes between the Methods
- Findings from the NJ NOx Humidity Adjustment
- Spatial Allocation using Spatial Surrogates
- New Postgres Spatial Surrogate Tool
- Steps performed in the PG Surrogate Tool
- SMOKE v47 Public Release
- Acknowledgement
- Road Types Distribution by Region
- Slide Number 29
- Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
-
CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Original | 15010134101 | 2907447588 | 338906633 | 26749425 | 86653198 | 24300952 | 116121122 | 161073 | 886044 | 254096 | 52666292 | 1887825 | 126966 | 47921 | 1339128 | 17312 | 7931596 | 80409 | 7568148 | 1010458 | 334775 | 34482032 | 140709 | 3529457 | 62521 | 725221 | 9364562 | 4766655 | 28009183 | 62249139 | 14646134 | 24095161 | 38918082 | 16994929 | 205379 | 358933 | 4410037 | 555377 | 3383826 | 353637793 | 4660906 | 166325 | 91011697 | 0 | 5030087 | 813094019 | 115656819 | 18679581 | 16994688 | 936459 | 1168126 | 2322596 | 2090508 | 10087629 | 14479505425 | 28012676 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Gasoline) | 15714067229 | 2942955836 | 34523952 | 27094175 | 91549482 | 24531355 | 101520281 | 157712 | 861844 | 246051 | 51741275 | 1680449 | 109977 | 47109 | 1142159 | 15352 | 7089862 | 78889 | 7372724 | 1005657 | 327875 | 33865345 | 124571 | 3421284 | 55828 | 741228 | 9317945 | 4721529 | 28775363 | 62283709 | 14706694 | 23988876 | 39068661 | 1687309 | 206461 | 362124 | 4353162 | 586302 | 33867757 | 354224062 | 4615621 | 164092 | 91435955 | 0 | 5059242 | 814519902 | 116029701 | 18778919 | 16872852 | 9317974 | 1157574 | 2320375 | 2078251 | 990182 | 14559761825 | 28778949 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (All Fuels) | 1575032492 | 3008455449 | 351116241 | 27682287 | 92299436 | 24715968 | 99267828 | 155072 | 845207 | 239811 | 512493 | 1645236 | 107479 | 46259 | 1111954 | 1509 | 6922635 | 76963 | 7235403 | 992784 | 319808 | 33228736 | 1212689 | 3359175 | 54493 | 743159 | 9349364 | 4737588 | 28828492 | 62511012 | 14763057 | 2407931 | 39179182 | 16921876 | 20706272 | 363329 | 4367819 | 588024 | 33990128 | 355575715 | 4631961 | 164646 | 91728656 | 0 | 5080389 | 817447675 | 116450563 | 18849431 | 16921638 | 9349393 | 1161079 | 232903 | 2084828 | 9959974 | 14719855875 | 28832085 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
5 | 3 | 4 | 3 | 7 | 2 | -15 | -4 | -5 | -6 | -3 | -13 | -15 | -3 | -17 | -13 | -13 | -4 | -4 | -2 | -4 | -4 | -14 | -5 | -13 | 2 | -0 | -1 | 3 | 0 | 1 | -0 | 1 | -0 | 1 | 1 | -1 | 6 | 0 | 1 | -1 | -1 | 1 | 1 | 1 | 1 | 1 | -0 | -0 | -1 | 0 | -0 | -1 | 2 | 3 | 7 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Gasoline ASD | 5 | 2 | 3 | 2 | 6 | 2 | -12 | -1 | -2 | -2 | -0 | -10 | -13 | -1 | -14 | -11 | -10 | -0 | -1 | 1 | -1 | -1 | -11 | -2 | -10 | 3 | 0 | 0 | 3 | 1 | 1 | 0 | 1 | 0 | 1 | 2 | 0 | 6 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | -1 | 1 | 3 | 6 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
0 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Diff (Full-Gasoline) | 0 | 1 | 1 | 1 | 0 | 0 | -3 | -3 | -3 | -4 | -3 | -3 | -3 | -3 | -3 | -2 | -3 | -4 | -3 | -2 | -4 | -3 | -3 | -3 | -3 | -0 | -1 | -1 | -1 | -0 | -0 | -0 | 0 | -1 | -0 | -1 | -1 | -0 | -0 | -0 | -1 | -1 | -0 | 0 | -0 | -0 | -0 | -1 | -1 | -1 | -0 | -1 | -0 | 0 | -1 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
CO | NOx | NH3 | SO2 | TOG | PM25 | PM10 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
(tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Original | 150101341 | 32731036 | 866532 | 243010 | 16933473 | 1137931 | 2299143 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Gasoline) | 157140672 | 33152895 | 915495 | 245314 | 16968671 | 1104651 | 2119854 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (All Fuels) | 157503249 | 33872540 | 922994 | 247160 | 17029036 | 1088181 | 2080859 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
CO | NOx | NH3 | SO2 | TOG | PM25 | PM10 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Gasoline) | 469 | 129 | 565 | 095 | 021 | -292 | -780 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Others) | 024 | 220 | 087 | 076 | 036 | -145 | -170 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (All Fuels) | 493 | 349 | 652 | 171 | 056 | -437 | -949 |
Day | CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
UNIT | (tonday) | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
182 | 550228438 | 106327295 | 12410016 | 978376 | 3097526 | 85524 | 3692358 | 05828 | 32164 | 09439 | 1982122 | 60979 | 03982 | 01755 | 41794 | 00553 | 261122 | 0305 | 274533 | 36658 | 1258 | 1265575 | 4634 | 129277 | 02059 | 25658 | 338348 | 175479 | 1023254 | 2244247 | 512582 | 857433 | 1360711 | 624383 | 725661 | 13351 | 16641 | 19963 | 120452 | 12423053 | 171219 | 06304 | 3162733 | 0 | 177475 | 28598484 | 4002465 | 645216 | 624374 | 338349 | 43329 | 8035 | 7617 | 34333 | 5168692 | 1023382 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
183 | 537367266 | 107724248 | 12543879 | 99099 | 3086094 | 853578 | 3744655 | 05947 | 32867 | 09677 | 2037892 | 61899 | 04033 | 01794 | 42427 | 0056 | 265664 | 03135 | 280343 | 3735 | 12907 | 1293568 | 4721 | 132473 | 02095 | 25534 | 34151 | 178267 | 1025632 | 2260251 | 511359 | 861772 | 1335793 | 633489 | 71717 | 13467 | 170305 | 19717 | 1206267 | 12340176 | 173879 | 0646 | 3123234 | 0 | 175384 | 28436658 | 3965202 | 640552 | 63348 | 341511 | 44099 | 80049 | 77084 | 344469 | 51792735 | 1025761 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
184 | 524232656 | 108102021 | 12573835 | 994349 | 3108055 | 85305 | 3767189 | 05994 | 33115 | 0974 | 2056552 | 62309 | 04057 | 01808 | 4266 | 00563 | 267326 | 03158 | 282457 | 37673 | 12996 | 1303459 | 47485 | 133593 | 02108 | 2553 | 342449 | 178968 | 1026431 | 2265315 | 511591 | 863441 | 1307699 | 635817 | 706542 | 13426 | 171203 | 19604 | 1205115 | 12236018 | 174441 | 06495 | 3088286 | 0 | 172944 | 28236355 | 3940969 | 639273 | 635808 | 34245 | 44287 | 80072 | 77332 | 346535 | 51760745 | 1026559 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
185 | 437339414 | 70771494 | 8430392 | 65261 | 2554665 | 652835 | 2392714 | 03426 | 18156 | 04714 | 1041036 | 39547 | 02628 | 00995 | 26535 | 0037 | 159446 | 01477 | 156552 | 2268 | 06248 | 708848 | 27222 | 71044 | 01251 | 19986 | 220149 | 103124 | 716232 | 1503063 | 390475 | 594014 | 1100178 | 373981 | 558361 | 08258 | 8558 | 1646 | 856388 | 9494965 | 101737 | 03162 | 25514 | 0 | 13759 | 21687227 | 3218595 | 520092 | 373975 | 220149 | 24651 | 62911 | 47591 | 266073 | 371353675 | 716321 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
186 | 460356602 | 75525146 | 89922 | 696409 | 2660844 | 68376 | 2451797 | 0365 | 19389 | 05116 | 1124364 | 40572 | 02684 | 01066 | 26904 | 0038 | 164732 | 01612 | 167406 | 24129 | 06793 | 760597 | 28117 | 76034 | 01292 | 20873 | 232237 | 110239 | 760722 | 158538 | 405862 | 6223 | 113102 | 399241 | 579222 | 0885 | 93215 | 1735 | 896304 | 9833908 | 108414 | 03457 | 2628309 | 0 | 142595 | 22488223 | 3317278 | 536958 | 399235 | 232238 | 26484 | 6489 | 50509 | 269704 | 391283325 | 760819 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
187 | 466285391 | 69133882 | 8308881 | 638114 | 2586251 | 657368 | 220898 | 03192 | 16728 | 04223 | 9228 | 36568 | 02434 | 00921 | 24083 | 00347 | 145739 | 01304 | 145002 | 21461 | 05594 | 65467 | 24551 | 63994 | 01141 | 20251 | 212738 | 97384 | 716428 | 1467955 | 390705 | 581838 | 1133723 | 355243 | 570318 | 08076 | 78022 | 17219 | 848486 | 957288 | 96154 | 02862 | 2602307 | 0 | 140342 | 21817073 | 3261166 | 525695 | 355238 | 212738 | 2311 | 62861 | 45632 | 256768 | 36921515 | 716518 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
188 | 523764766 | 97053799 | 11373191 | 893421 | 2940655 | 804798 | 3429014 | 05337 | 29384 | 08549 | 1746069 | 56685 | 03711 | 01602 | 38916 | 00516 | 241472 | 02737 | 250839 | 33684 | 11389 | 1154287 | 4276 | 115886 | 01903 | 24235 | 312337 | 160363 | 957381 | 2080614 | 482827 | 797937 | 129134 | 571776 | 685173 | 1228 | 150133 | 19081 | 1124692 | 11702819 | 156628 | 05675 | 3002134 | 0 | 167319 | 2691479 | 3796972 | 612161 | 571769 | 312338 | 39463 | 75852 | 70045 | 324192 | 48103885 | 9575 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
189 | 54623043 | 106160977 | 12384537 | 976795 | 3097526 | 854208 | 3691883 | 05815 | 32109 | 09435 | 198159 | 60909 | 03982 | 01752 | 41788 | 00553 | 260946 | 03049 | 274107 | 36551 | 12569 | 1263441 | 46327 | 129164 | 02058 | 25616 | 338089 | 175413 | 102192 | 2242275 | 51188 | 856629 | 1352776 | 624083 | 722837 | 13327 | 16641 | 19913 | 1202703 | 12386981 | 171119 | 06304 | 3151343 | 0 | 176756 | 28521094 | 3992025 | 644018 | 624074 | 33809 | 43316 | 80265 | 76124 | 34333 | 5160629 | 1022047 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
190 | 53116543 | 107262646 | 12483198 | 986686 | 3086095 | 850342 | 3744031 | 05931 | 32794 | 09672 | 2037195 | 61808 | 04033 | 01789 | 4242 | 0056 | 265435 | 03133 | 279785 | 37211 | 12893 | 1290781 | 47193 | 132327 | 02094 | 25466 | 341191 | 17815 | 1023214 | 2257188 | 510354 | 860625 | 1320786 | 63301 | 710484 | 13409 | 170276 | 19584 | 1203064 | 12255844 | 173637 | 06459 | 3099321 | 0 | 17389 | 28269585 | 3943754 | 638108 | 633001 | 341192 | 44074 | 79908 | 77012 | 344469 | 5163537 | 102334 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
191 | 524891445 | 107753467 | 12531854 | 991131 | 3108055 | 851594 | 3766466 | 05976 | 33031 | 09734 | 2055744 | 62203 | 04057 | 01803 | 42652 | 00563 | 26706 | 03155 | 28181 | 37512 | 12979 | 1300229 | 47466 | 133431 | 02106 | 25532 | 342724 | 179051 | 1026228 | 2266327 | 511873 | 863958 | 131055 | 636117 | 706522 | 13422 | 171276 | 19552 | 120584 | 12230721 | 174438 | 06498 | 3089009 | 0 | 173104 | 282377 | 3940945 | 638909 | 636108 | 342725 | 44306 | 80112 | 7737 | 346535 | 51751545 | 1026356 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
192 | 570737461 | 107609492 | 12598414 | 99049 | 3272643 | 884648 | 373492 | 05831 | 32006 | 09243 | 1928432 | 61791 | 0404 | 01748 | 42185 | 00563 | 262281 | 02969 | 273462 | 36967 | 12319 | 1257919 | 4629 | 127207 | 02067 | 26783 | 343146 | 175214 | 1048995 | 2285464 | 533653 | 878332 | 1418767 | 625027 | 751191 | 13372 | 163166 | 2095 | 1237579 | 12870654 | 171085 | 06161 | 330876 | 0 | 183909 | 29619866 | 4194125 | 677781 | 625019 | 343147 | 43058 | 84065 | 76737 | 358219 | 52801195 | 1049125 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
193 | 506663906 | 80068726 | 9548708 | 738433 | 2806584 | 728293 | 2598916 | 03819 | 20323 | 05392 | 1183345 | 42814 | 02848 | 01116 | 28563 | 00403 | 174125 | 01697 | 175577 | 25164 | 07141 | 79695 | 29787 | 79926 | 01366 | 22255 | 247046 | 117042 | 809808 | 1686847 | 432682 | 662495 | 12392 | 424055 | 630282 | 09495 | 98729 | 18585 | 958029 | 10611713 | 115231 | 0366 | 2843806 | 0 | 154956 | 24225735 | 356597 | 573795 | 424049 | 247047 | 28102 | 69231 | 53682 | 285878 | 4170426 | 809909 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
194 | 480171445 | 69576348 | 8370623 | 642269 | 2586251 | 661832 | 220862 | 03183 | 16686 | 0422 | 922399 | 36515 | 02434 | 00919 | 24079 | 00347 | 145607 | 01303 | 144681 | 21381 | 05585 | 653064 | 24542 | 63909 | 0114 | 20405 | 213856 | 97785 | 721438 | 1476366 | 393351 | 585182 | 1162833 | 356827 | 582865 | 08181 | 78215 | 17426 | 856089 | 9723127 | 96615 | 02868 | 2647387 | 0 | 143289 | 22132053 | 3302294 | 530364 | 356822 | 213857 | 23198 | 63291 | 45854 | 256768 | 37170735 | 721527 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
195 | 514098984 | 96871152 | 11344727 | 891681 | 2940655 | 801348 | 3429763 | 05357 | 29471 | 08556 | 1746906 | 56795 | 03711 | 01608 | 38924 | 00516 | 241747 | 02739 | 251509 | 33851 | 11406 | 1157638 | 42779 | 116054 | 01905 | 24134 | 311534 | 160058 | 9539 | 2074731 | 481044 | 795604 | 1273647 | 570586 | 677541 | 12208 | 149956 | 1894 | 1119731 | 1160986 | 15629 | 05669 | 2974876 | 0 | 165547 | 26719587 | 3771461 | 609554 | 570578 | 311535 | 39394 | 75588 | 69885 | 324192 | 47869235 | 954016 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
196 | 505305156 | 104993555 | 12215374 | 965783 | 3097526 | 838421 | 369431 | 05878 | 3239 | 09455 | 1984311 | 61266 | 03982 | 01769 | 41816 | 00553 | 26184 | 03057 | 276279 | 37093 | 12625 | 1274303 | 46391 | 12972 | 02064 | 25168 | 334701 | 174157 | 1006782 | 2217034 | 504093 | 846615 | 1269295 | 619169 | 68661 | 13013 | 16574 | 19309 | 1180321 | 11954337 | 169739 | 06282 | 3022668 | 0 | 168233 | 27613621 | 3874032 | 631053 | 61916 | 334702 | 43036 | 79021 | 75446 | 34333 | 50636745 | 1006907 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
197 | 487192578 | 106198789 | 1231932 | 976569 | 3086095 | 83293 | 3746575 | 05997 | 33089 | 09693 | 2040039 | 62181 | 04033 | 01807 | 42449 | 0056 | 266369 | 03141 | 282057 | 37778 | 12951 | 1302141 | 47259 | 132919 | 02101 | 24983 | 337616 | 176823 | 1006779 | 2230274 | 502062 | 850018 | 1239024 | 627797 | 674126 | 13093 | 169571 | 18953 | 1179805 | 11821744 | 172253 | 06436 | 2970399 | 0 | 165316 | 2735584 | 3823971 | 6243 | 627789 | 337617 | 43776 | 78581 | 76293 | 344469 | 5057890 | 1006904 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
198 | 49923582 | 10749124 | 12476774 | 988517 | 3108055 | 841884 | 3768441 | 06027 | 3326 | 09751 | 2057948 | 62493 | 04057 | 01816 | 42675 | 00563 | 267785 | 03161 | 283573 | 37952 | 13025 | 1309041 | 47517 | 133893 | 02112 | 25249 | 340489 | 178235 | 1016675 | 2250172 | 506967 | 857609 | 1261692 | 632913 | 686379 | 1324 | 170809 | 19214 | 119222 | 11993381 | 17364 | 06482 | 3016465 | 0 | 168195 | 27726475 | 3874357 | 631441 | 632904 | 34049 | 44121 | 7932 | 76933 | 346535 | 5112771 | 1016801 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
199 | 530396289 | 106727471 | 12464324 | 982121 | 3272643 | 870772 | 3736779 | 0588 | 32221 | 09259 | 1930509 | 62063 | 0404 | 0176 | 42206 | 00563 | 262964 | 02974 | 27512 | 37381 | 12362 | 1266209 | 46338 | 127645 | 02072 | 26335 | 339601 | 173908 | 1034275 | 2259677 | 525723 | 868034 | 1339966 | 619951 | 717345 | 13083 | 16245 | 20408 | 1215419 | 12466929 | 169747 | 06138 | 3186974 | 0 | 175815 | 28761121 | 4081381 | 66499 | 619942 | 339602 | 42766 | 8276 | 76037 | 358219 | 51954275 | 1034404 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
200 | 455425312 | 78334146 | 9306249 | 722142 | 2806584 | 711532 | 2600539 | 03861 | 2051 | 05405 | 1185156 | 43051 | 02848 | 01127 | 28582 | 00403 | 174719 | 01702 | 177024 | 25525 | 07179 | 804181 | 29829 | 80305 | 01371 | 21691 | 242846 | 115519 | 791115 | 1655562 | 422963 | 650108 | 1145003 | 418067 | 589438 | 09145 | 97945 | 17882 | 931288 | 10120993 | 113626 | 03634 | 2696019 | 0 | 145283 | 23184473 | 3428287 | 557758 | 41806 | 242847 | 27762 | 67661 | 52849 | 285878 | 407508375 | 791213 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
201 | 443417891 | 68103125 | 8172311 | 628496 | 2586251 | 649292 | 2209629 | 03209 | 16803 | 04228 | 923525 | 36663 | 02434 | 00926 | 24091 | 00347 | 145977 | 01306 | 145581 | 21605 | 05609 | 657565 | 24568 | 64147 | 01143 | 20002 | 210893 | 96718 | 707931 | 1454214 | 386455 | 576435 | 1094107 | 352618 | 553628 | 07924 | 77675 | 16906 | 837111 | 9370323 | 95442 | 02851 | 2541038 | 0 | 136387 | 21383855 | 3203644 | 518849 | 352613 | 210894 | 2296 | 6216 | 45267 | 256768 | 3648849 | 708018 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
202 | 506275586 | 96245244 | 11268118 | 885893 | 2940655 | 797535 | 3430027 | 05363 | 29501 | 08558 | 1747201 | 56833 | 03711 | 01609 | 38927 | 00516 | 241844 | 0274 | 251742 | 33909 | 11412 | 1158805 | 42786 | 116122 | 01906 | 24043 | 310858 | 159801 | 950886 | 2069569 | 479431 | 793521 | 1258334 | 569606 | 670326 | 12145 | 149826 | 18808 | 111526 | 11521637 | 155989 | 05664 | 2949321 | 0 | 163923 | 26536577 | 3747289 | 606176 | 569598 | 310859 | 39338 | 7527 | 69745 | 324192 | 47705325 | 951005 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
203 | 547338828 | 105760361 | 12340909 | 973134 | 3097526 | 853094 | 369194 | 05817 | 32116 | 09435 | 1981656 | 60918 | 03982 | 01753 | 41789 | 00553 | 260968 | 03049 | 274159 | 36564 | 1257 | 1263701 | 46329 | 129181 | 02058 | 25622 | 338164 | 175419 | 1022066 | 224258 | 511993 | 85675 | 135402 | 624142 | 72237 | 13323 | 166408 | 19892 | 1202858 | 12380164 | 171091 | 06304 | 3150869 | 0 | 176772 | 28513777 | 3991186 | 643451 | 624133 | 338165 | 43318 | 80226 | 7613 | 34333 | 5161853 | 1022192 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
204 | 53254207 | 10704957 | 12460326 | 984739 | 3086095 | 850888 | 3744009 | 0593 | 32792 | 09672 | 2037167 | 61804 | 04033 | 01789 | 42419 | 0056 | 265426 | 03133 | 279763 | 37206 | 12892 | 1290673 | 47193 | 132324 | 02093 | 25481 | 34127 | 17818 | 1023754 | 2257865 | 510541 | 860838 | 1328636 | 633131 | 713306 | 13433 | 170296 | 1962 | 1204137 | 12288119 | 173712 | 0646 | 3109189 | 0 | 174584 | 28334482 | 3951195 | 638384 | 633122 | 341271 | 44081 | 79921 | 77028 | 344469 | 51686245 | 1023881 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
205 | 515619609 | 107627998 | 12512426 | 989937 | 3108055 | 848181 | 3767542 | 06004 | 33156 | 09743 | 2056946 | 62361 | 04057 | 0181 | 42664 | 00563 | 267455 | 03159 | 282771 | 37751 | 13004 | 130503 | 47494 | 133682 | 02109 | 25435 | 341849 | 178736 | 1022957 | 2260354 | 510072 | 861558 | 1295969 | 634886 | 701008 | 13366 | 171084 | 19456 | 1201267 | 12165701 | 174167 | 06491 | 3068333 | 0 | 17172 | 28089741 | 3921216 | 636421 | 634877 | 34185 | 44235 | 79825 | 77205 | 346535 | 51523755 | 1023086 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
206 | 559155352 | 107678438 | 12602854 | 991097 | 3272643 | 881082 | 373616 | 05864 | 32149 | 09254 | 1929816 | 61972 | 0404 | 01756 | 42199 | 00563 | 262735 | 02972 | 274566 | 37243 | 12348 | 1263435 | 46322 | 127496 | 0207 | 26663 | 3421 | 174831 | 1045125 | 2278138 | 531379 | 875306 | 1398521 | 623552 | 742421 | 13296 | 162955 | 20818 | 1231437 | 12767202 | 170731 | 06154 | 3277265 | 0 | 181828 | 29396121 | 416439 | 674231 | 623543 | 342101 | 42974 | 837 | 76534 | 358219 | 52570925 | 1045256 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
207 | 506870938 | 80356079 | 9587531 | 741122 | 2806584 | 728165 | 2599178 | 03826 | 20353 | 05394 | 1183638 | 42852 | 02848 | 01118 | 28566 | 00403 | 174221 | 01697 | 175811 | 25222 | 07147 | 798117 | 29794 | 79988 | 01367 | 22261 | 247053 | 117049 | 809886 | 1687054 | 432752 | 662563 | 1241587 | 424082 | 631846 | 09503 | 98727 | 18603 | 958509 | 10630759 | 115263 | 0366 | 2848736 | 0 | 155291 | 24260281 | 3570318 | 574108 | 424077 | 247054 | 28103 | 69235 | 53687 | 285878 | 41704265 | 809987 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
208 | 476776602 | 69695103 | 8385077 | 643367 | 2586251 | 660413 | 2208886 | 0319 | 16717 | 04222 | 922697 | 36554 | 02434 | 00921 | 24082 | 00347 | 145705 | 01304 | 144919 | 2144 | 05592 | 654254 | 24549 | 63971 | 01141 | 20373 | 213595 | 97696 | 720109 | 1474549 | 392821 | 584509 | 1161592 | 356457 | 583248 | 0817 | 78156 | 17397 | 855266 | 9725438 | 96542 | 02866 | 2647238 | 0 | 143323 | 22128208 | 3301278 | 530069 | 356452 | 213596 | 23177 | 63218 | 45806 | 256768 | 3708495 | 720199 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
209 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
210 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
211 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
212 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
total | 15714067229 | 2942955836 | 34523952 | 27094175 | 91549482 | 24531355 | 101520281 | 157712 | 861844 | 246051 | 51741275 | 1680449 | 109977 | 47109 | 1142159 | 15352 | 7089862 | 78889 | 7372724 | 1005657 | 327875 | 33865345 | 124571 | 3421284 | 55828 | 741228 | 9317945 | 4721529 | 28775363 | 62283709 | 14706694 | 23988876 | 39068661 | 1687309 | 206461 | 362124 | 4353162 | 586302 | 33867757 | 354224062 | 4615621 | 164092 | 91435955 | 0 | 5059242 | 814519902 | 116029701 | 18778919 | 16872852 | 9317974 | 1157574 | 2320375 | 2078251 | 990182 | 14559761825 | 28778949 |
Day | CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
UNIT | (tonday) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
182 | 550345586 | 107608145 | 12502397 | 989691 | 310828 | 856831 | 3567357 | 05658 | 31135 | 09072 | 1925412 | 59006 | 03847 | 01701 | 40203 | 00538 | 251843 | 0293 | 265952 | 35758 | 12101 | 1225573 | 44545 | 124863 | 01985 | 25582 | 336239 | 174088 | 1017571 | 2232628 | 511447 | 853645 | 1360904 | 619321 | 724954 | 13268 | 164723 | 19963 | 1200083 | 12409099 | 169924 | 06238 | 3161849 | 0 | 177483 | 28549587 | 4000557 | 64479 | 619313 | 33624 | 42945 | 802 | 7563 | 343193 | 51868765 | 1017698 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
183 | 537438633 | 109041016 | 12638774 | 100262 | 3097112 | 855209 | 3615965 | 05772 | 31804 | 09299 | 1979617 | 59866 | 03894 | 01738 | 40789 | 00544 | 256102 | 03011 | 271484 | 36421 | 12412 | 1252267 | 45359 | 12793 | 02019 | 25454 | 339312 | 176817 | 1019732 | 2248136 | 510174 | 857823 | 1335979 | 628221 | 716431 | 13381 | 168547 | 19717 | 120164 | 12325565 | 17253 | 06391 | 3122314 | 0 | 175391 | 28385635 | 396321 | 640107 | 628212 | 339313 | 43698 | 79893 | 76522 | 344328 | 51979475 | 1019861 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
184 | 524297539 | 109431494 | 12669756 | 1006093 | 3119112 | 854717 | 3637993 | 05818 | 32046 | 0936 | 1998384 | 60268 | 03917 | 01752 | 41016 | 00547 | 257721 | 03033 | 273546 | 36738 | 12498 | 126191 | 45626 | 129037 | 02032 | 2545 | 340238 | 17751 | 102049 | 2253131 | 510399 | 859472 | 1307884 | 630517 | 705801 | 13339 | 169436 | 19604 | 1200464 | 12221405 | 173084 | 06426 | 3087361 | 0 | 172953 | 28185151 | 3938969 | 638826 | 630508 | 340239 | 43884 | 79915 | 76767 | 346394 | 51951515 | 1020616 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
185 | 437773125 | 71651963 | 8499877 | 660438 | 2559784 | 654214 | 234319 | 03353 | 17714 | 04555 | 102468 | 38765 | 02574 | 00972 | 25916 | 00364 | 155698 | 01427 | 152824 | 22287 | 0604 | 691445 | 26498 | 69363 | 01221 | 19958 | 219436 | 10265 | 714026 | 1499196 | 390105 | 592737 | 1100361 | 372201 | 558199 | 08232 | 8501 | 1646 | 854921 | 9492202 | 101298 | 0314 | 2551174 | 0 | 13766 | 21673279 | 3218082 | 51996 | 372195 | 219437 | 24518 | 62861 | 47403 | 266018 | 372933275 | 714115 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
186 | 460812227 | 7647417 | 9068168 | 704854 | 2666135 | 685308 | 2398465 | 03567 | 18889 | 04935 | 1114379 | 3971 | 02625 | 0104 | 26224 | 00373 | 160574 | 01558 | 163208 | 23682 | 06556 | 74093 | 27313 | 74439 | 01259 | 20839 | 231264 | 109585 | 758062 | 1579993 | 405349 | 620526 | 1131224 | 396854 | 578962 | 08812 | 92423 | 1735 | 894257 | 982927 | 107805 | 03426 | 2627979 | 0 | 142668 | 22467942 | 3316533 | 536773 | 396848 | 231265 | 26303 | 6482 | 50254 | 269624 | 39305575 | 758156 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
187 | 466855312 | 69961797 | 8376148 | 645492 | 2590594 | 658759 | 2169618 | 0313 | 16352 | 04086 | 917595 | 35933 | 0239 | 00901 | 23586 | 00342 | 142659 | 01264 | 141828 | 21123 | 05415 | 639808 | 23956 | 62852 | 01117 | 20227 | 212105 | 96954 | 714576 | 1464468 | 39038 | 580678 | 1133938 | 353649 | 570182 | 08052 | 77503 | 17219 | 84716 | 9570711 | 95755 | 02842 | 2602123 | 0 | 14042 | 21804966 | 326074 | 525581 | 353644 | 212105 | 2299 | 62815 | 45462 | 25671 | 37080305 | 714664 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
188 | 523926797 | 98123252 | 11448221 | 90285 | 2950578 | 806024 | 3314088 | 05186 | 28463 | 08223 | 1691687 | 54876 | 03587 | 01554 | 37449 | 00502 | 233009 | 02629 | 243179 | 32884 | 10962 | 1118634 | 41122 | 111822 | 01836 | 24168 | 310455 | 159117 | 952362 | 2070222 | 481815 | 794547 | 1291528 | 567256 | 684523 | 12206 | 148622 | 19081 | 1120711 | 11689817 | 155469 | 05615 | 3001324 | 0 | 167308 | 26870459 | 3795227 | 611778 | 567248 | 310456 | 39119 | 75718 | 69562 | 324067 | 48243285 | 952481 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
189 | 546350859 | 107439736 | 12476725 | 988092 | 310828 | 855801 | 3566882 | 05646 | 31079 | 09068 | 1924878 | 58935 | 03847 | 01698 | 40197 | 00538 | 251668 | 02929 | 265526 | 35652 | 1209 | 1223441 | 44532 | 124751 | 01984 | 2554 | 335979 | 17402 | 1016236 | 2230646 | 510745 | 85284 | 1352971 | 619018 | 72213 | 13245 | 164722 | 19913 | 1198262 | 12373021 | 169823 | 06238 | 3150458 | 0 | 176764 | 28472209 | 3990119 | 643592 | 619009 | 33598 | 42931 | 80115 | 75583 | 343193 | 51788525 | 1016362 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
190 | 531243477 | 108574492 | 12577657 | 998272 | 3097112 | 851977 | 3615337 | 05756 | 31731 | 09294 | 197892 | 59775 | 03894 | 01734 | 40781 | 00544 | 255873 | 03009 | 270926 | 36282 | 12398 | 124948 | 45343 | 127785 | 02017 | 25387 | 338992 | 176701 | 1017314 | 2245073 | 50917 | 856676 | 1320973 | 62774 | 709745 | 13323 | 168518 | 19584 | 1198439 | 12241244 | 172288 | 0639 | 3098398 | 0 | 173897 | 28218577 | 3941761 | 637662 | 627731 | 338993 | 43673 | 79751 | 7645 | 344328 | 5182256 | 1017441 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
191 | 524970508 | 109080293 | 12627539 | 1002852 | 3119112 | 853268 | 3637274 | 058 | 31962 | 09354 | 1997575 | 60162 | 03917 | 01747 | 41007 | 00547 | 257455 | 03031 | 272899 | 36577 | 12481 | 1258679 | 45607 | 128874 | 0203 | 25452 | 340515 | 177595 | 1020288 | 2254155 | 510683 | 859993 | 1310739 | 630823 | 705782 | 13336 | 16951 | 19552 | 1201195 | 12216127 | 173083 | 06428 | 3088084 | 0 | 173114 | 28186562 | 3938949 | 638463 | 630814 | 340516 | 43904 | 79955 | 76805 | 346394 | 5194325 | 1020416 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
192 | 570961172 | 108849863 | 12687565 | 1001446 | 3283233 | 886188 | 3613413 | 05669 | 3102 | 08893 | 1873324 | 59876 | 03909 | 01696 | 40637 | 00548 | 253301 | 02854 | 265248 | 36109 | 11861 | 1219671 | 44552 | 122947 | 01995 | 26711 | 341175 | 173911 | 1043625 | 2274608 | 532595 | 874787 | 141898 | 620277 | 750536 | 13295 | 161587 | 2095 | 1233427 | 12857703 | 169873 | 06099 | 3307937 | 0 | 183919 | 29574299 | 4192343 | 677384 | 620268 | 341176 | 42698 | 83924 | 76231 | 358088 | 5297687 | 1043756 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
193 | 507163867 | 81065264 | 9628386 | 7473 | 2812204 | 729916 | 25425 | 03732 | 19798 | 05202 | 1172352 | 41903 | 02785 | 01089 | 27844 | 00396 | 169738 | 0164 | 171168 | 24694 | 06892 | 776299 | 28939 | 78231 | 01331 | 22219 | 246034 | 116361 | 807032 | 1681241 | 432148 | 660647 | 1239423 | 421569 | 630014 | 09456 | 97905 | 18585 | 955898 | 1060692 | 114598 | 03627 | 2843462 | 0 | 155034 | 24204695 | 3565198 | 573603 | 421563 | 246035 | 27913 | 69158 | 53417 | 285795 | 418902575 | 807132 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
194 | 48075875 | 704079 | 8438246 | 649678 | 2590594 | 663229 | 216926 | 03121 | 1631 | 04083 | 917194 | 3588 | 0239 | 00899 | 23581 | 00342 | 142527 | 01263 | 141507 | 21043 | 05406 | 638202 | 23947 | 62767 | 01116 | 20381 | 213227 | 97358 | 71959 | 1472901 | 393028 | 584029 | 1163052 | 355241 | 582733 | 08157 | 77699 | 17426 | 854771 | 9721018 | 96218 | 02848 | 2647207 | 0 | 143368 | 22120122 | 3301873 | 530251 | 355236 | 213228 | 23079 | 63245 | 45685 | 25671 | 373304375 | 719679 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
195 | 514250234 | 97938555 | 11419491 | 901091 | 2950577 | 802572 | 3314836 | 05205 | 2855 | 08229 | 1692527 | 54985 | 03587 | 01559 | 37458 | 00502 | 233285 | 02631 | 243849 | 33051 | 10979 | 1121986 | 41142 | 11199 | 01838 | 24067 | 309651 | 158812 | 948876 | 2064328 | 480031 | 79221 | 1273831 | 566062 | 67689 | 12134 | 148445 | 1894 | 1115749 | 11596826 | 155129 | 05609 | 2974066 | 0 | 165536 | 26675222 | 3769716 | 609171 | 566054 | 309652 | 3905 | 75454 | 69402 | 324067 | 48008575 | 948992 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
196 | 505387695 | 106259365 | 12306235 | 97696 | 310828 | 840006 | 3569312 | 05709 | 31361 | 09089 | 1927599 | 59292 | 03847 | 01715 | 40225 | 00538 | 252561 | 02937 | 267698 | 36194 | 12146 | 1234302 | 44595 | 125307 | 0199 | 25091 | 332582 | 17276 | 1001081 | 2205363 | 502953 | 842812 | 1269477 | 614087 | 685899 | 1293 | 164046 | 19309 | 1175865 | 11940255 | 168439 | 06216 | 3021779 | 0 | 16824 | 27564502 | 3872111 | 630624 | 614079 | 332583 | 42649 | 7887 | 74904 | 343193 | 5081793 | 1001204 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
197 | 487229883 | 107500098 | 12412637 | 988061 | 3097112 | 834552 | 3617882 | 05822 | 32026 | 09315 | 1981765 | 60148 | 03894 | 01751 | 40811 | 00544 | 256807 | 03017 | 273199 | 36849 | 12456 | 1260839 | 45409 | 128377 | 02024 | 24903 | 335408 | 175368 | 1000858 | 2218107 | 500871 | 846053 | 1239199 | 622508 | 673382 | 13007 | 167806 | 18953 | 117516 | 11807014 | 170898 | 06367 | 2969467 | 0 | 16532 | 27304531 | 3821966 | 623853 | 622499 | 335409 | 43374 | 78424 | 75728 | 344328 | 50764745 | 1000983 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
198 | 499280117 | 108814004 | 12571898 | 1000199 | 3119112 | 84354 | 3639248 | 05851 | 32191 | 09371 | 199978 | 60451 | 03917 | 0176 | 4103 | 00547 | 25818 | 03037 | 274662 | 37017 | 12527 | 1267492 | 45659 | 129337 | 02035 | 25169 | 338273 | 176774 | 101072 | 2237961 | 505773 | 853631 | 1261871 | 627602 | 685635 | 13154 | 169038 | 19214 | 1187561 | 11978667 | 17228 | 06413 | 3015536 | 0 | 168202 | 27675078 | 3872352 | 630993 | 627593 | 338274 | 43717 | 79163 | 76367 | 346394 | 51317375 | 1010846 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
199 | 530561562 | 107957803 | 12552368 | 992981 | 3283233 | 87229 | 3615271 | 05717 | 31235 | 08908 | 1875401 | 60148 | 03909 | 01709 | 40658 | 00548 | 253982 | 02859 | 266907 | 36522 | 11904 | 1227961 | 446 | 123384 | 02 | 26262 | 337616 | 172598 | 1028883 | 2248752 | 524659 | 864469 | 1340166 | 615175 | 716681 | 13005 | 160862 | 20408 | 1211242 | 12453776 | 168528 | 06075 | 3186141 | 0 | 175822 | 28715171 | 4079582 | 664589 | 615166 | 337618 | 42404 | 82619 | 75528 | 358088 | 5212733 | 1029012 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
200 | 455853828 | 7931667 | 93846 | 730882 | 2812204 | 71313 | 2544122 | 03774 | 19985 | 05216 | 1174162 | 4214 | 02785 | 011 | 27863 | 00396 | 170332 | 01645 | 172614 | 25055 | 0693 | 783529 | 28981 | 78611 | 01336 | 21654 | 24182 | 11483 | 788314 | 1649881 | 422421 | 648239 | 1145206 | 415553 | 58916 | 09106 | 97111 | 17882 | 92913 | 10116039 | 112985 | 03602 | 2695664 | 0 | 145357 | 2316293 | 3427494 | 557562 | 415548 | 24182 | 27572 | 67587 | 52581 | 285795 | 40933975 | 788412 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
201 | 443959492 | 68923154 | 8238903 | 635802 | 2590594 | 650676 | 2170269 | 03147 | 16427 | 04092 | 918321 | 36028 | 0239 | 00906 | 23593 | 00342 | 142897 | 01266 | 142407 | 21267 | 0543 | 642702 | 23973 | 63005 | 01118 | 19979 | 210256 | 96286 | 706068 | 1450708 | 386127 | 575268 | 1094315 | 351016 | 55349 | 079 | 77153 | 16906 | 835777 | 9368105 | 95041 | 0283 | 2540853 | 0 | 136464 | 21371643 | 3203213 | 518734 | 351012 | 210257 | 2284 | 62113 | 45097 | 25671 | 366466925 | 706156 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
202 | 506423203 | 97306289 | 11342378 | 895246 | 2950578 | 79876 | 33151 | 05212 | 2858 | 08231 | 1692819 | 55024 | 03587 | 01561 | 37461 | 00502 | 233381 | 02632 | 244082 | 3311 | 10985 | 1123153 | 41149 | 112058 | 01838 | 23976 | 308973 | 158553 | 94586 | 2059155 | 478417 | 790123 | 1258522 | 565078 | 669674 | 1207 | 148313 | 18808 | 1111272 | 11508597 | 154828 | 05605 | 2948513 | 0 | 163911 | 26492124 | 3745542 | 605793 | 56507 | 308974 | 38993 | 75136 | 69262 | 324067 | 47844705 | 945979 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
203 | 547465781 | 107036797 | 12432935 | 984409 | 310828 | 854689 | 3566939 | 05647 | 31086 | 09069 | 1924944 | 58944 | 03847 | 01699 | 40198 | 00538 | 251689 | 02929 | 265577 | 35665 | 12091 | 1223699 | 44534 | 124767 | 01984 | 25546 | 336056 | 174028 | 1016385 | 2230966 | 510859 | 852962 | 1354217 | 619082 | 721664 | 1324 | 164722 | 19892 | 1198422 | 12366207 | 169797 | 06238 | 3149984 | 0 | 176781 | 28464958 | 3989279 | 643025 | 619074 | 336057 | 42933 | 80076 | 7559 | 343193 | 51800855 | 1016511 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
204 | 532626055 | 108359941 | 1255475 | 996315 | 3097112 | 852527 | 3615315 | 05755 | 31729 | 09294 | 1978892 | 59771 | 03894 | 01733 | 40781 | 00544 | 255864 | 03009 | 270904 | 36277 | 12397 | 1249371 | 45342 | 127781 | 02017 | 25402 | 339072 | 176731 | 1017856 | 2245757 | 509357 | 856891 | 1328824 | 627864 | 712568 | 13347 | 168539 | 1962 | 1199515 | 12273542 | 172364 | 06391 | 3108267 | 0 | 174592 | 28283545 | 3949206 | 637939 | 627856 | 339073 | 43681 | 79765 | 76466 | 344328 | 5187411 | 1017984 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
205 | 515687812 | 108950957 | 12607778 | 1001624 | 3119112 | 849856 | 3638351 | 05828 | 32087 | 09363 | 1998777 | 6032 | 03917 | 01754 | 4102 | 00547 | 25785 | 03034 | 27386 | 36817 | 12506 | 1263481 | 45635 | 129125 | 02033 | 25355 | 339638 | 177278 | 1017015 | 224817 | 50888 | 857588 | 1296155 | 629587 | 700267 | 1328 | 169317 | 19456 | 1196616 | 12151095 | 172811 | 06422 | 3067405 | 0 | 17173 | 28038574 | 3919215 | 635975 | 629578 | 339639 | 43832 | 79668 | 76639 | 346394 | 5171572 | 1017142 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
206 | 559365742 | 108920059 | 12692112 | 1002062 | 3283233 | 882623 | 3614648 | 05701 | 31163 | 08903 | 1874705 | 60057 | 03909 | 01704 | 40651 | 00548 | 253754 | 02857 | 266352 | 36384 | 11889 | 1225186 | 44584 | 123236 | 01998 | 26592 | 340126 | 173526 | 1039753 | 2267264 | 53032 | 871758 | 1398732 | 618797 | 741763 | 13219 | 161374 | 20818 | 1227278 | 12754191 | 169517 | 06092 | 327644 | 0 | 181838 | 29350454 | 416261 | 673834 | 618788 | 340127 | 42613 | 8356 | 76027 | 358088 | 5274666 | 1039882 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
207 | 507372734 | 8135666 | 9667616 | 750024 | 2812204 | 729794 | 2542762 | 03739 | 19828 | 05205 | 1172643 | 41941 | 02785 | 0109 | 27847 | 00396 | 169834 | 01641 | 171401 | 24753 | 06898 | 777465 | 28946 | 78294 | 01332 | 22225 | 246041 | 116369 | 80711 | 1681456 | 432219 | 660718 | 1241812 | 421599 | 631578 | 09464 | 97904 | 18603 | 956381 | 10625994 | 114631 | 03627 | 2848392 | 0 | 155368 | 24239277 | 3569548 | 573916 | 421593 | 246042 | 27915 | 69161 | 53422 | 285795 | 418907975 | 807211 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
208 | 477357266 | 70527383 | 845277 | 650783 | 2590594 | 661812 | 2169527 | 03128 | 16341 | 04085 | 917493 | 35919 | 0239 | 00901 | 23585 | 00342 | 142625 | 01263 | 141745 | 21102 | 05412 | 639393 | 23954 | 62828 | 01116 | 2035 | 212966 | 97268 | 718259 | 1471079 | 392498 | 583355 | 116181 | 354871 | 583115 | 08146 | 7764 | 17397 | 853948 | 9723323 | 96145 | 02846 | 264706 | 0 | 143402 | 22116257 | 3300857 | 529956 | 354866 | 212966 | 23057 | 63172 | 45638 | 25671 | 37244745 | 71835 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
209 | 493879023 | 97750146 | 11382499 | 899234 | 2950577 | 794794 | 3316314 | 05244 | 28721 | 08241 | 1694174 | 55201 | 03587 | 01569 | 37475 | 00502 | 233825 | 02636 | 245164 | 3338 | 11013 | 1128563 | 4118 | 11233 | 01842 | 23848 | 308 | 158231 | 941328 | 2052231 | 476285 | 787461 | 1235654 | 563737 | 661815 | 11993 | 148141 | 18673 | 110552 | 11418068 | 154535 | 05599 | 2918821 | 0 | 161856 | 26288225 | 3719234 | 603418 | 563729 | 308001 | 38919 | 74874 | 69082 | 324067 | 4750861 | 941445 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
210 | 501601797 | 106766592 | 12363163 | 98161 | 310828 | 837056 | 3570248 | 05733 | 31469 | 09097 | 1928644 | 59429 | 03847 | 01721 | 40236 | 00538 | 252905 | 0294 | 268534 | 36402 | 12168 | 1238481 | 4462 | 125539 | 01993 | 25052 | 332394 | 172695 | 999385 | 2203632 | 502447 | 842257 | 1266022 | 613797 | 684529 | 1291 | 164011 | 19257 | 1174648 | 11926206 | 168402 | 06215 | 3017098 | 0 | 167892 | 27530923 | 3867845 | 629654 | 613788 | 332395 | 42633 | 78788 | 74864 | 343193 | 50673465 | 999509 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
211 | 499065391 | 1080754 | 12491169 | 993448 | 3097112 | 838422 | 3617741 | 05818 | 32009 | 09314 | 1981601 | 60127 | 03894 | 0175 | 40809 | 00544 | 256754 | 03017 | 273069 | 36816 | 12453 | 1260192 | 45405 | 128356 | 02024 | 25033 | 336342 | 175714 | 1005075 | 2225249 | 503128 | 848925 | 1262951 | 62386 | 684556 | 13092 | 167969 | 19123 | 1181768 | 1194052 | 171272 | 06372 | 3008639 | 0 | 16793 | 27580256 | 3858219 | 627769 | 623851 | 336343 | 4345 | 78764 | 75918 | 344328 | 5101658 | 1005201 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
212 | 510059453 | 108986191 | 1260348 | 1001878 | 3119112 | 847428 | 3638601 | 05834 | 32116 | 09365 | 1999056 | 60356 | 03917 | 01756 | 41023 | 00547 | 257942 | 03035 | 274084 | 36873 | 12512 | 1264602 | 45642 | 129189 | 02033 | 25287 | 339179 | 1771 | 1014762 | 2244555 | 507774 | 85619 | 1282462 | 628914 | 693614 | 1323 | 169223 | 19361 | 1193048 | 12073188 | 172611 | 06419 | 3044861 | 0 | 170169 | 27880522 | 3899013 | 633856 | 628905 | 33918 | 43792 | 79466 | 76542 | 346394 | 5157857 | 1014889 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
1575032492 | 3008455449 | 351116241 | 27682287 | 92299436 | 24715968 | 99267828 | 155072 | 845207 | 239811 | 512493 | 1645236 | 107479 | 46259 | 1111954 | 1509 | 6922635 | 76963 | 7235403 | 992784 | 319808 | 33228736 | 1212689 | 3359175 | 54493 | 743159 | 9349364 | 4737588 | 28828492 | 62511012 | 14763057 | 2407931 | 39179182 | 16921876 | 20706272 | 363329 | 4367819 | 588024 | 33990128 | 355575715 | 4631961 | 164646 | 91728656 | 0 | 5080389 | 817447675 | 116450563 | 18849431 | 16921638 | 9349393 | 1161079 | 232903 | 2084828 | 9959974 | 14719855875 | 28832085 |
Day | CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
UNIT | (tonday) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
182 | 527521289 | 104187705 | 12096017 | 95816 | 2916008 | 843671 | 4167513 | 05895 | 3271 | 09609 | 1985614 | 67723 | 04539 | 01768 | 48289 | 00617 | 288101 | 03065 | 278758 | 36556 | 1268 | 1275076 | 51515 | 131479 | 02273 | 25075 | 337565 | 175434 | 993582 | 2229801 | 50918 | 856529 | 1353648 | 623222 | 720678 | 13149 | 166413 | 18945 | 119824 | 12369397 | 171206 | 06304 | 3144352 | 0 | 176114 | 28465674 | 3984323 | 641234 | 623213 | 337566 | 43272 | 80196 | 76002 | 347433 | 51099815 | 993707 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
183 | 516131016 | 10563458 | 12237189 | 971244 | 2904136 | 842359 | 4225359 | 06016 | 33424 | 0985 | 2041453 | 68736 | 04596 | 01806 | 49006 | 00624 | 292997 | 0315 | 284641 | 37257 | 13009 | 1303341 | 52451 | 134711 | 02313 | 2499 | 340949 | 178289 | 997305 | 2247655 | 508591 | 861603 | 1329856 | 632622 | 712877 | 13274 | 170318 | 18739 | 1201132 | 12297847 | 173919 | 0646 | 3108173 | 0 | 174193 | 28330491 | 3951694 | 637453 | 632614 | 34095 | 44055 | 79982 | 7696 | 348596 | 51223245 | 997429 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
184 | 503450664 | 106042188 | 12271257 | 974882 | 2924994 | 841786 | 425044 | 06064 | 33675 | 09914 | 2060127 | 69181 | 04623 | 0182 | 49274 | 00628 | 2948 | 03173 | 286774 | 37578 | 13098 | 1313258 | 52754 | 135841 | 02327 | 24987 | 341892 | 17899 | 998159 | 2252749 | 508832 | 863277 | 1302012 | 634953 | 702371 | 13233 | 171216 | 18626 | 1200029 | 12194872 | 174479 | 06495 | 3073632 | 0 | 171785 | 28132668 | 3927747 | 63619 | 634944 | 341893 | 44243 | 80006 | 77209 | 35068 | 51189375 | 998281 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
185 | 412640312 | 68845259 | 8147964 | 634411 | 2409311 | 641414 | 2740057 | 03459 | 18482 | 04837 | 1043001 | 44355 | 03036 | 01 | 31243 | 00417 | 178836 | 01486 | 15917 | 22469 | 06307 | 71325 | 30963 | 72514 | 01405 | 19276 | 218121 | 102629 | 684281 | 1479467 | 383548 | 588276 | 1089621 | 37107 | 55067 | 0805 | 85518 | 15417 | 843984 | 9385507 | 101387 | 03162 | 2517846 | 0 | 135598 | 21423406 | 3175189 | 511009 | 371065 | 218121 | 2451 | 62264 | 47169 | 269326 | 3656006 | 684366 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
186 | 433033164 | 73375015 | 867765 | 676099 | 2507971 | 671238 | 281798 | 03669 | 19663 | 05239 | 1125698 | 45582 | 03115 | 01067 | 31891 | 00429 | 18506 | 01619 | 169581 | 23769 | 06841 | 762396 | 3207 | 7744 | 01454 | 20091 | 229999 | 109689 | 725827 | 1559375 | 398227 | 615963 | 1119706 | 396025 | 570644 | 0862 | 93147 | 16195 | 882599 | 971358 | 108043 | 03457 | 2591316 | 0 | 140381 | 22197629 | 3269388 | 526941 | 396019 | 229999 | 26328 | 64165 | 50043 | 273629 | 38495705 | 725918 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
187 | 436329062 | 66922847 | 7985676 | 617234 | 2439078 | 644435 | 2547927 | 03206 | 16962 | 04337 | 923902 | 41163 | 02833 | 00921 | 2868 | 00392 | 164437 | 01311 | 146909 | 21092 | 05635 | 65571 | 28191 | 65259 | 0129 | 19397 | 210028 | 96685 | 679347 | 1438193 | 381735 | 573865 | 1120289 | 351393 | 560384 | 07834 | 77932 | 16007 | 832386 | 9428972 | 95666 | 02862 | 2558507 | 0 | 137795 | 21471216 | 3203411 | 513796 | 351388 | 210028 | 22924 | 61948 | 45072 | 260426 | 362687875 | 679432 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
188 | 501372383 | 95002676 | 11072416 | 874043 | 2768458 | 793734 | 3877832 | 054 | 29896 | 08711 | 1749341 | 63047 | 04237 | 01614 | 45048 | 00576 | 266934 | 02751 | 254808 | 33581 | 11483 | 116314 | 47645 | 117959 | 02106 | 23658 | 311449 | 160278 | 928444 | 2065771 | 479206 | 796619 | 1284231 | 57049 | 680104 | 12084 | 15013 | 18094 | 1118042 | 11645947 | 156587 | 05675 | 2982958 | 0 | 165942 | 26774353 | 3777099 | 60786 | 570481 | 31145 | 39399 | 75651 | 69859 | 328078 | 4754195 | 928561 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
189 | 523637695 | 104034453 | 12072527 | 956702 | 2916008 | 842744 | 4167044 | 05883 | 32656 | 09606 | 1985091 | 67655 | 04539 | 01764 | 48284 | 00617 | 287929 | 03064 | 27834 | 36452 | 12669 | 1272988 | 51503 | 131369 | 02272 | 25034 | 337313 | 175369 | 992318 | 2227886 | 508499 | 855748 | 1345992 | 62293 | 717929 | 13127 | 166414 | 18898 | 119647 | 12334379 | 171111 | 06304 | 3133279 | 0 | 175412 | 28390537 | 3974153 | 640067 | 622921 | 337314 | 43259 | 80114 | 75957 | 347433 | 51024665 | 992444 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
190 | 510116523 | 105199639 | 12180325 | 967191 | 2904136 | 839198 | 4224749 | 06001 | 33353 | 09845 | 2040769 | 68646 | 04596 | 01802 | 48999 | 00624 | 292772 | 03148 | 284094 | 3712 | 12995 | 1300601 | 52435 | 134568 | 02311 | 24926 | 340637 | 178174 | 995043 | 2244696 | 507615 | 860476 | 1315009 | 632154 | 706271 | 13217 | 170289 | 18612 | 1197995 | 12214474 | 173678 | 06459 | 3084567 | 0 | 172719 | 28165559 | 3930524 | 635055 | 632145 | 340638 | 44031 | 79843 | 76889 | 348596 | 5106909 | 995166 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
191 | 503891562 | 105700977 | 12230387 | 971735 | 2924994 | 840322 | 4249734 | 06046 | 33593 | 09908 | 2059337 | 69077 | 04623 | 01816 | 49265 | 00628 | 29454 | 0317 | 286142 | 3742 | 13082 | 1310098 | 52735 | 135682 | 02325 | 24989 | 342152 | 17907 | 997955 | 2253701 | 509089 | 863755 | 1304632 | 635239 | 702278 | 1323 | 171288 | 18576 | 1200693 | 12188588 | 174473 | 06498 | 3074044 | 0 | 171926 | 28131846 | 3927404 | 635797 | 63523 | 342154 | 44262 | 80042 | 77244 | 35068 | 51178825 | 998079 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
192 | 544858086 | 105312734 | 12261509 | 968791 | 3082353 | 871822 | 4221925 | 05895 | 3254 | 09418 | 1931802 | 68663 | 04611 | 01759 | 48831 | 00628 | 289827 | 02983 | 277625 | 36816 | 12417 | 1266768 | 51581 | 129416 | 02285 | 26099 | 341898 | 175032 | 1015488 | 2266757 | 528848 | 875917 | 1409757 | 623227 | 74485 | 13146 | 163151 | 19814 | 1228818 | 1279431 | 170967 | 06161 | 3283715 | 0 | 182207 | 29432878 | 4166435 | 671874 | 623218 | 341899 | 4297 | 83736 | 76476 | 362433 | 52152005 | 1015614 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
193 | 476778438 | 77749429 | 9209822 | 71653 | 2644341 | 714915 | 2986949 | 0384 | 20618 | 05523 | 1184799 | 4813 | 03304 | 01118 | 3385 | 00455 | 195686 | 01705 | 177915 | 24792 | 07193 | 799032 | 33978 | 81425 | 01538 | 21429 | 244699 | 116469 | 772873 | 1659478 | 424661 | 655869 | 1226457 | 42068 | 620931 | 09251 | 98658 | 17364 | 943539 | 1048174 | 11484 | 0366 | 2803787 | 0 | 152545 | 23913462 | 3514915 | 563255 | 420673 | 2447 | 27938 | 68472 | 53193 | 289938 | 4102799 | 77297 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
194 | 449196914 | 6732082 | 8041113 | 620969 | 2439078 | 64876 | 2547578 | 03197 | 16921 | 04334 | 923512 | 41112 | 02833 | 00919 | 28676 | 00392 | 164308 | 01309 | 146596 | 21014 | 05627 | 654148 | 28182 | 65177 | 01289 | 1954 | 211103 | 97073 | 683947 | 1446197 | 384249 | 577074 | 1148655 | 352918 | 572572 | 07935 | 78124 | 16201 | 839693 | 9574733 | 96115 | 02868 | 2602206 | 0 | 140654 | 21776494 | 3243127 | 51826 | 352913 | 211104 | 2301 | 62359 | 45286 | 260426 | 36511305 | 684033 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
195 | 492119414 | 94837139 | 11046455 | 872464 | 2768458 | 790245 | 3878569 | 05419 | 29981 | 08717 | 1750161 | 63155 | 04237 | 01619 | 45056 | 00576 | 267203 | 02753 | 255463 | 33744 | 115 | 1166415 | 47664 | 118123 | 02108 | 23562 | 310663 | 159977 | 925157 | 2060046 | 477474 | 794333 | 1266519 | 569321 | 672527 | 12013 | 149954 | 17957 | 111318 | 11553611 | 156247 | 05669 | 2955917 | 0 | 164188 | 26580769 | 3751902 | 605308 | 569313 | 310664 | 39332 | 75391 | 69701 | 328078 | 47305865 | 925272 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
196 | 484653867 | 10296874 | 11918015 | 946649 | 2916008 | 826995 | 4169432 | 05945 | 32932 | 09625 | 198776 | 68005 | 04539 | 01781 | 48312 | 00617 | 288806 | 03071 | 280473 | 36984 | 12725 | 1283649 | 51565 | 131915 | 02279 | 24608 | 334006 | 174135 | 978106 | 2203459 | 500962 | 84597 | 1263255 | 618126 | 682209 | 12818 | 165747 | 1832 | 1174615 | 11907894 | 169742 | 06282 | 3006566 | 0 | 167021 | 27497097 | 3858349 | 627449 | 618117 | 334007 | 42983 | 789 | 75296 | 347433 | 5005759 | 978228 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
197 | 468224805 | 104244414 | 12032341 | 958103 | 2904137 | 821897 | 422726 | 06066 | 33644 | 09866 | 2043577 | 69014 | 04596 | 01819 | 49028 | 00624 | 293694 | 03156 | 286336 | 37679 | 13053 | 1311811 | 52501 | 135152 | 02318 | 24466 | 337149 | 17687 | 979621 | 2218662 | 499595 | 850125 | 1234175 | 62706 | 670483 | 12907 | 169587 | 18011 | 1175305 | 11787462 | 172309 | 06436 | 2957863 | 0 | 16429 | 27267686 | 3813175 | 621633 | 627051 | 33715 | 43739 | 7855 | 76188 | 348596 | 5001863 | 979742 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
198 | 479718555 | 105501494 | 12184573 | 969713 | 2924994 | 830722 | 4251681 | 06096 | 33818 | 09924 | 2061509 | 69362 | 04623 | 01829 | 49288 | 00628 | 295254 | 03177 | 287877 | 37853 | 13127 | 1318775 | 52786 | 136138 | 0233 | 24722 | 339983 | 17827 | 989069 | 223816 | 504376 | 857595 | 1256544 | 632121 | 682547 | 13052 | 170824 | 18256 | 1187483 | 11956486 | 173687 | 06482 | 3003143 | 0 | 167123 | 27632395 | 3862603 | 628598 | 632112 | 339984 | 44081 | 79275 | 7682 | 35068 | 50560935 | 989193 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
199 | 507036484 | 104535312 | 12142426 | 961406 | 3082353 | 858174 | 4223745 | 05942 | 3275 | 09433 | 1933838 | 6893 | 04611 | 01771 | 48852 | 00628 | 290496 | 02989 | 279251 | 37221 | 12459 | 1274894 | 51628 | 129845 | 0229 | 25677 | 338464 | 173757 | 100186 | 2242014 | 521251 | 865957 | 1332349 | 6183 | 711733 | 12865 | 162439 | 19304 | 1207363 | 12399872 | 169653 | 06138 | 3164822 | 0 | 174296 | 28594998 | 4056819 | 659559 | 618291 | 338465 | 42685 | 82476 | 75798 | 362433 | 51316645 | 1001985 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
200 | 4291425 | 76164351 | 8988975 | 701649 | 2644341 | 69841 | 2988514 | 03881 | 208 | 05536 | 1186551 | 48359 | 03304 | 01128 | 33869 | 00455 | 196261 | 0171 | 179314 | 25141 | 07229 | 806025 | 34018 | 81792 | 01542 | 20903 | 240651 | 114987 | 755704 | 1629651 | 415406 | 643947 | 1134162 | 414897 | 581117 | 08912 | 97879 | 16707 | 917784 | 10004016 | 113266 | 03634 | 2660045 | 0 | 143129 | 22901084 | 3381587 | 547889 | 414891 | 240652 | 27609 | 6696 | 5239 | 289938 | 40087695 | 755798 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
201 | 414913398 | 65957471 | 7858538 | 608232 | 2439078 | 636319 | 2548572 | 03223 | 17036 | 04342 | 924622 | 41258 | 02833 | 00925 | 28687 | 00392 | 164673 | 01313 | 147484 | 21235 | 0565 | 658584 | 28208 | 65411 | 01292 | 19164 | 208241 | 96034 | 671511 | 1425056 | 37767 | 568637 | 108115 | 348847 | 544025 | 07686 | 77587 | 15712 | 821387 | 923062 | 94962 | 02851 | 2498573 | 0 | 133927 | 21047625 | 3147417 | 507205 | 348842 | 208242 | 22779 | 61267 | 4472 | 260426 | 358340475 | 671595 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
202 | 484641602 | 94245527 | 10974386 | 866995 | 2768458 | 786479 | 3878844 | 05426 | 30012 | 08719 | 1750471 | 63195 | 04237 | 01621 | 45059 | 00576 | 267304 | 02754 | 255709 | 33806 | 11506 | 1167649 | 47671 | 118194 | 02108 | 23475 | 310002 | 159724 | 922319 | 2055047 | 47591 | 792294 | 1251418 | 568361 | 665434 | 11951 | 149825 | 17832 | 110881 | 11466925 | 155951 | 05664 | 2930829 | 0 | 162593 | 26401084 | 3728215 | 602018 | 568353 | 310003 | 39276 | 75082 | 69565 | 328078 | 4714359 | 922434 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
203 | 524579883 | 103643984 | 12030052 | 953135 | 2916008 | 841569 | 4167108 | 05885 | 32664 | 09606 | 1985165 | 67664 | 04539 | 01765 | 48285 | 00617 | 287954 | 03064 | 278399 | 36466 | 12671 | 127328 | 51504 | 131387 | 02272 | 2504 | 337379 | 175373 | 992427 | 222814 | 50859 | 855841 | 1346991 | 622978 | 717404 | 13121 | 166412 | 18877 | 119658 | 1232666 | 171078 | 06304 | 3132526 | 0 | 175415 | 2838125 | 3973052 | 63948 | 622969 | 33738 | 4326 | 80072 | 75962 | 347433 | 51032785 | 992551 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
204 | 511148203 | 104983652 | 12156962 | 96522 | 2904136 | 83969 | 4224742 | 06 | 33352 | 09845 | 2040759 | 68645 | 04596 | 01802 | 48999 | 00624 | 29277 | 03148 | 284088 | 37119 | 12995 | 1300573 | 52435 | 134568 | 02311 | 24937 | 340702 | 1782 | 995457 | 2245244 | 507761 | 860647 | 1322636 | 632255 | 708996 | 1324 | 170309 | 18644 | 1198981 | 12245485 | 17375 | 0646 | 3094034 | 0 | 17339 | 28227639 | 3937558 | 635277 | 632246 | 340703 | 44037 | 79851 | 76903 | 348596 | 51117265 | 995579 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
205 | 494995859 | 105593164 | 12213384 | 970708 | 2924994 | 836909 | 4250807 | 06073 | 33717 | 09917 | 2060536 | 69234 | 04623 | 01823 | 49278 | 00628 | 294934 | 03174 | 287099 | 37659 | 13107 | 1314885 | 52763 | 135933 | 02328 | 24896 | 341294 | 178758 | 994849 | 2247889 | 507336 | 861401 | 1290197 | 63403 | 696845 | 13174 | 171097 | 18484 | 1196221 | 12124623 | 174204 | 06491 | 3053715 | 0 | 170566 | 27986409 | 3908074 | 633372 | 634021 | 341295 | 44191 | 7976 | 77082 | 35068 | 5095164 | 994974 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
206 | 533839492 | 105399277 | 12268152 | 969559 | 3082353 | 868282 | 4223143 | 05927 | 32681 | 09428 | 1933169 | 68842 | 04611 | 01767 | 48845 | 00628 | 290276 | 02987 | 278716 | 37088 | 12445 | 1272224 | 51613 | 129701 | 02289 | 25984 | 340876 | 174655 | 1011827 | 2259645 | 526642 | 872963 | 1389777 | 621783 | 73623 | 13072 | 16294 | 19688 | 1222822 | 1269275 | 170617 | 06154 | 325282 | 0 | 180165 | 29213418 | 4137359 | 668422 | 621774 | 340877 | 42887 | 8338 | 76277 | 362433 | 51923385 | 1011953 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
207 | 476864883 | 78021787 | 9246307 | 719074 | 264434 | 714709 | 29872 | 03847 | 20648 | 05525 | 1185081 | 48167 | 03304 | 01119 | 33853 | 00455 | 195779 | 01706 | 178141 | 24848 | 07199 | 800158 | 33984 | 81486 | 01538 | 21434 | 244698 | 116473 | 772916 | 1659636 | 424712 | 655914 | 1228626 | 420697 | 622412 | 09258 | 98655 | 17381 | 943971 | 10499733 | 114868 | 0366 | 2808427 | 0 | 152862 | 23945813 | 3518981 | 563534 | 420692 | 244699 | 27939 | 68471 | 53196 | 289938 | 410243825 | 773013 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
208 | 445999766 | 67436274 | 8055095 | 622036 | 2439078 | 647313 | 2547833 | 03203 | 16951 | 04336 | 923798 | 41149 | 02833 | 0092 | 28679 | 00392 | 164402 | 0131 | 146825 | 21071 | 05632 | 655291 | 28189 | 65236 | 0129 | 19511 | 210848 | 96985 | 682725 | 144446 | 383743 | 576418 | 1147303 | 352557 | 572922 | 07924 | 78064 | 16174 | 8389 | 957679 | 96043 | 02866 | 2601999 | 0 | 140683 | 21772288 | 324213 | 517981 | 352552 | 210848 | 22989 | 62288 | 45239 | 260426 | 36424665 | 68281 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
209 | 472785469 | 94697012 | 11016262 | 871061 | 2768458 | 782554 | 3880029 | 05457 | 3015 | 08729 | 1751794 | 63369 | 04237 | 01629 | 45073 | 00576 | 267739 | 02758 | 256767 | 3407 | 11533 | 1172938 | 47702 | 118459 | 02112 | 23355 | 309061 | 15941 | 918105 | 2048412 | 473864 | 789717 | 1228873 | 567064 | 657733 | 11875 | 149655 | 17703 | 1103238 | 11378469 | 155665 | 05659 | 29018 | 0 | 160579 | 26201936 | 370263 | 599743 | 567056 | 309062 | 39205 | 74827 | 69392 | 328078 | 46811125 | 918219 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
210 | 481044219 | 103465703 | 11973818 | 951203 | 2916008 | 82403 | 4170384 | 0597 | 33042 | 09633 | 198882 | 68144 | 04539 | 01787 | 48323 | 00617 | 289155 | 03074 | 281319 | 37195 | 12746 | 1287882 | 51589 | 132149 | 02281 | 24572 | 33382 | 17407 | 976532 | 2201805 | 500478 | 845425 | 1259823 | 61784 | 680867 | 12798 | 165711 | 18271 | 1173432 | 11894218 | 169705 | 06281 | 3002022 | 0 | 166683 | 27464414 | 3854222 | 626511 | 617832 | 333821 | 42967 | 78818 | 75257 | 347433 | 49911685 | 976655 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
211 | 479501172 | 104780957 | 12105438 | 963125 | 2904136 | 825715 | 4227133 | 06062 | 33629 | 09865 | 2043438 | 68995 | 04596 | 01818 | 49026 | 00624 | 293649 | 03156 | 286225 | 37652 | 1305 | 1311259 | 52498 | 135136 | 02317 | 2459 | 338057 | 177207 | 983584 | 2225571 | 501779 | 852924 | 1257601 | 628373 | 681487 | 12991 | 169748 | 18172 | 1181753 | 11918835 | 172677 | 06441 | 2996377 | 0 | 166857 | 2753863 | 3848744 | 625447 | 628365 | 338058 | 43813 | 78881 | 76372 | 348596 | 5026754 | 983707 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
212 | 489967422 | 105643008 | 12211602 | 971102 | 2924994 | 834542 | 4251039 | 0608 | 33744 | 09919 | 2060797 | 69268 | 04623 | 01824 | 4928 | 00628 | 29502 | 03175 | 287309 | 37711 | 13112 | 1315934 | 52769 | 135992 | 02328 | 24834 | 340863 | 178589 | 992845 | 2244516 | 506305 | 860082 | 1276818 | 633396 | 69037 | 13126 | 171006 | 18396 | 1192815 | 12048998 | 174011 | 06488 | 3031837 | 0 | 169049 | 27833271 | 3888593 | 631364 | 633387 | 340864 | 44153 | 79569 | 76991 | 35068 | 50818255 | 992968 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
15010134101 | 2907447588 | 338906633 | 26749425 | 86653198 | 24300952 | 116121122 | 161073 | 886044 | 254096 | 52666292 | 1887825 | 126966 | 47921 | 1339128 | 17312 | 7931596 | 80409 | 7568148 | 1010458 | 334775 | 34482032 | 140709 | 3529457 | 62521 | 725221 | 9364562 | 4766655 | 28009183 | 62249139 | 14646134 | 24095161 | 38918082 | 16994929 | 205379 | 358933 | 4410037 | 555377 | 3383826 | 353637793 | 4660906 | 166325 | 91011697 | 0 | 5030087 | 813094019 | 115656819 | 18679581 | 16994688 | 936459 | 1168126 | 2322596 | 2090508 | 10087629 | 14479505425 | 28012676 |
Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Restricted)
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 8
bull Restricted road speeds are typically higher than unrestricted road
bull Clear lower speed during the rush hours
Impact of Speed by Pollutant
and Vehicle Type
Fuel Gasoline
9
Impact of Speed by Pollutant
and Vehicle Type
Fuel Diesel
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 10
Improved Representation of Speeds in SMOKE-MOVES
bull New Feature in SMOKE-MOVES Average Speed Fraction by Distance (ASD) Emissions estimated for each of 16 speed bins (SPD)
Traveled Distance (TD)spd = Speed (mph)spd ASFspd
ASDspd = TDspd Sums of TD
ASD is function of
int (FIPS SCC WeekdayWeekend Hour of day Speed)
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 11
Difference in July NOx
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 12
Difference in July PM25
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 13
Difference in July VOC
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 14
Comparison between Interpolation vs ASD
bull July Monthly Total Emissions Comparison
Percent Difference [] (ASD ndash ORG)ORG 100
bull PM10 and PM25 Model Species Reduction -2 ~ -10
bull Gas Model Species All Increases ranging from 0 to 7
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 15
RPD_ORG_domain_daily_total7
RPD_Full_ASD_domain_daily_total
RPD_Gasoline_ASD
Full_AvgSpeedFrac_Org_compariso
1
2
3
4
5
6
7
A
B
CO
Original
150101341
ASD (Gasoline)
1571406723
ASD (All Fuels)
1575032492
5
Gasoline ASD
5
Findings on Using ASD
bull Why are NOx emissions increased with ASD application
bull More lower speed bins are included when computing emissions with the ASD approach
bull Why are PM25 emissions decreased with ASD in cities while increased in highwaysbull The single NEI average speed assigned for urban roads was relatively lower than used in ASDbull The single NEI average speed assigned for rural roads was relatively higher than ASD
bull Why do VOC emissions show different patterns between Dallas and Phoenixbull Most of metro cities show relatively lower estimated VOC while Dallas TX and Phoenix AZ show
increasesbull Higher average speed for urban unrestricted roads from Dallas and Phoenixbull Higher contribution of urban unrestricted roads from Dallas and Phoenix bull Contributions of road and vehicle types by region andor average speed played a key role
ASD approach is a better representation of actual driving patterns by road type
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 16
NOx Humidity Correction
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 17
Humidity impacts NOx emissionsbull Spark-Ignition engines
bull Compression Ignition Diesel
The NOx Humidity Correction Equation differs by fuel Type
1 Gasoline Ethanol and CNG2 Diesel
Compute the Correction Using1 MOVES Model (Month-humiditycounty)
2 SMOKE-MOVES Integration ToolThe humidity correction equation has been coded into the latest version of SMOKE-MOVES thus allowing the adjustment to be applied according to hourly changes in humidity instead of seasonal averages
Percent Change on RPD NO2
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 18
January 1 2014 July 1 2014
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 18
Percent Change in Monthly Total NOx(January and July)
19International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019)
January July
New Jersey NOx Correction Sensitivity Runs
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 20
To assess the true impacts of NOx humidity correction perform the sensitivity runs based on the following MOVES EFs
1 MOVES Native MOVES EFs without NOx Correction
2 MOVES-NOx MOVES EFs with NOx Correction applied by MOVES
3 SMOKE-MOVES MOVES EFs with NOx Correction applied by SMOKE-MOVES
New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 21
NJ Monthly Total NOx Changes between the Methods
RPD MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 3590 4701 31 4252 18July 4517 4961 10 4354 -4
RPV MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 1127 1115 -1 1390 23July 870 866 0 832 -4
RPH MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 100 114 14 115 15July 128 128 -1 124 -3
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 22
Findings from the NJ NOx Humidity Adjustment
bull Significant Impacts to NOx emissions for RPD RPV and RPH processesbull US western regions with lower humidity will see an increase of NOxbull US eastern regions with higher humidity will see a decrease in NOxbull The Winter drier season (January) shows the significant increases of
NOx from all processesbull Summer season (July) shows up to 4 decrease of NOx from all
processesbull RPD NOx MOVES-NOx case shows higher impacts compared to
SMOKE-MOVES casebull These findings are limited to New Jersey stateInternational Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 23
Spatial Allocation using Spatial Surrogates
bull Spatial allocation is the process of mapping county-level emissions inventory data to modeling grid cells
bull We do this using spatial surrogates - each has a unique code (ID)bull There are more than 60 surrogates currently used ndash eg Population (100) Total agriculture
(310) Railroad Density (261) Offshore shipping (806) Urban unrestricted daily VMT (222) Gas well count (698)
bull Surrogates have been created using the Surrogate Tool (from wwwcmascenterorg)
bull Value = sum of attribute in grid cellsum of attribute in county
bull Values sum to 1 for each county province
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 24
New Postgres Spatial Surrogate Tool
bull Written in the PostgreSQL and PostGIS database languagebull Released on June 30 2019 bull Download from CMAS Center Spatial Allocator Github Repository
httpsgithubcomCMASCenterSpatial-Allocator
bull PostgreSQL uses a 3-tier hierarchy for data storage database schema and table A single query can access multiple tables and multiple schemas but only one database
bull Requires ReadCreateUpdateInsert access for databasesbull Supports multicore-Processing for Multiple Jobs running in parallel
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 25
Steps performed in the PG Surrogate Tool
Create a modeling domain table and insert it into the PostgreSQL Database
Load the geographic boundaries data shapefile and then reproject them to match the output modeling domain
Overlay with geographic boundaries and then calculate the attribute value in the county (ie surrogate denominator)
Overlay grid modeling domain and compute the gridded surrogate weight (ie the numerator)
Generate Surrogates using the Surrogate Tool input files
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 26
SMOKE v47 Public Release
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 27
bull Plan to release in 2019
bull Average Speed Distribution
bull NOx Humidity Correction
bull A few bug fixes and minor updates
bull Future Updatesbull New Rate-Per-Start (RPS) Process
bull New Off-network Idling (ONI) Process
Acknowledgement
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 28
bull US EPA Office of Air Quality Planning and Standard (OAQPS)bull US EPA Office of Transportation Air Quality (OTAQ)bull US EPA Office of Research Development (ORD)
Road Types Distribution by Region
Average Speed by Road type
Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
- SMOKE version 47Recent Enhancements
- Outline
- Slide Number 3
- Background on Speeds in MOVES and SMOKE-MOVES
- Examples of Average Speed Distributions
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Unrestricted)
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Restricted)
- Impact of Speed by Pollutant and Vehicle TypeFuel Gasoline
- Impact of Speed by Pollutant and Vehicle TypeFuel Diesel
- Improved Representation of Speeds in SMOKE-MOVES
- Difference in July NOx
- Difference in July PM25
- Difference in July VOC
- Comparison between Interpolation vs ASD
- Findings on Using ASD
- NOx Humidity Correction
- Percent Change on RPD NO2
- Percent Change in Monthly Total NOx(January and July)
- New Jersey NOx Correction Sensitivity Runs
- New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
- NJ Monthly Total NOx Changes between the Methods
- Findings from the NJ NOx Humidity Adjustment
- Spatial Allocation using Spatial Surrogates
- New Postgres Spatial Surrogate Tool
- Steps performed in the PG Surrogate Tool
- SMOKE v47 Public Release
- Acknowledgement
- Road Types Distribution by Region
- Slide Number 29
- Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
-
CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Original | 15010134101 | 2907447588 | 338906633 | 26749425 | 86653198 | 24300952 | 116121122 | 161073 | 886044 | 254096 | 52666292 | 1887825 | 126966 | 47921 | 1339128 | 17312 | 7931596 | 80409 | 7568148 | 1010458 | 334775 | 34482032 | 140709 | 3529457 | 62521 | 725221 | 9364562 | 4766655 | 28009183 | 62249139 | 14646134 | 24095161 | 38918082 | 16994929 | 205379 | 358933 | 4410037 | 555377 | 3383826 | 353637793 | 4660906 | 166325 | 91011697 | 0 | 5030087 | 813094019 | 115656819 | 18679581 | 16994688 | 936459 | 1168126 | 2322596 | 2090508 | 10087629 | 14479505425 | 28012676 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Gasoline) | 15714067229 | 2942955836 | 34523952 | 27094175 | 91549482 | 24531355 | 101520281 | 157712 | 861844 | 246051 | 51741275 | 1680449 | 109977 | 47109 | 1142159 | 15352 | 7089862 | 78889 | 7372724 | 1005657 | 327875 | 33865345 | 124571 | 3421284 | 55828 | 741228 | 9317945 | 4721529 | 28775363 | 62283709 | 14706694 | 23988876 | 39068661 | 1687309 | 206461 | 362124 | 4353162 | 586302 | 33867757 | 354224062 | 4615621 | 164092 | 91435955 | 0 | 5059242 | 814519902 | 116029701 | 18778919 | 16872852 | 9317974 | 1157574 | 2320375 | 2078251 | 990182 | 14559761825 | 28778949 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (All Fuels) | 1575032492 | 3008455449 | 351116241 | 27682287 | 92299436 | 24715968 | 99267828 | 155072 | 845207 | 239811 | 512493 | 1645236 | 107479 | 46259 | 1111954 | 1509 | 6922635 | 76963 | 7235403 | 992784 | 319808 | 33228736 | 1212689 | 3359175 | 54493 | 743159 | 9349364 | 4737588 | 28828492 | 62511012 | 14763057 | 2407931 | 39179182 | 16921876 | 20706272 | 363329 | 4367819 | 588024 | 33990128 | 355575715 | 4631961 | 164646 | 91728656 | 0 | 5080389 | 817447675 | 116450563 | 18849431 | 16921638 | 9349393 | 1161079 | 232903 | 2084828 | 9959974 | 14719855875 | 28832085 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
5 | 3 | 4 | 3 | 7 | 2 | -15 | -4 | -5 | -6 | -3 | -13 | -15 | -3 | -17 | -13 | -13 | -4 | -4 | -2 | -4 | -4 | -14 | -5 | -13 | 2 | -0 | -1 | 3 | 0 | 1 | -0 | 1 | -0 | 1 | 1 | -1 | 6 | 0 | 1 | -1 | -1 | 1 | 1 | 1 | 1 | 1 | -0 | -0 | -1 | 0 | -0 | -1 | 2 | 3 | 7 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Gasoline ASD | 5 | 2 | 3 | 2 | 6 | 2 | -12 | -1 | -2 | -2 | -0 | -10 | -13 | -1 | -14 | -11 | -10 | -0 | -1 | 1 | -1 | -1 | -11 | -2 | -10 | 3 | 0 | 0 | 3 | 1 | 1 | 0 | 1 | 0 | 1 | 2 | 0 | 6 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | -1 | 1 | 3 | 6 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
0 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Diff (Full-Gasoline) | 0 | 1 | 1 | 1 | 0 | 0 | -3 | -3 | -3 | -4 | -3 | -3 | -3 | -3 | -3 | -2 | -3 | -4 | -3 | -2 | -4 | -3 | -3 | -3 | -3 | -0 | -1 | -1 | -1 | -0 | -0 | -0 | 0 | -1 | -0 | -1 | -1 | -0 | -0 | -0 | -1 | -1 | -0 | 0 | -0 | -0 | -0 | -1 | -1 | -1 | -0 | -1 | -0 | 0 | -1 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
CO | NOx | NH3 | SO2 | TOG | PM25 | PM10 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
(tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Original | 150101341 | 32731036 | 866532 | 243010 | 16933473 | 1137931 | 2299143 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Gasoline) | 157140672 | 33152895 | 915495 | 245314 | 16968671 | 1104651 | 2119854 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (All Fuels) | 157503249 | 33872540 | 922994 | 247160 | 17029036 | 1088181 | 2080859 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
CO | NOx | NH3 | SO2 | TOG | PM25 | PM10 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Gasoline) | 469 | 129 | 565 | 095 | 021 | -292 | -780 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Others) | 024 | 220 | 087 | 076 | 036 | -145 | -170 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (All Fuels) | 493 | 349 | 652 | 171 | 056 | -437 | -949 |
Day | CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
UNIT | (tonday) | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
182 | 550228438 | 106327295 | 12410016 | 978376 | 3097526 | 85524 | 3692358 | 05828 | 32164 | 09439 | 1982122 | 60979 | 03982 | 01755 | 41794 | 00553 | 261122 | 0305 | 274533 | 36658 | 1258 | 1265575 | 4634 | 129277 | 02059 | 25658 | 338348 | 175479 | 1023254 | 2244247 | 512582 | 857433 | 1360711 | 624383 | 725661 | 13351 | 16641 | 19963 | 120452 | 12423053 | 171219 | 06304 | 3162733 | 0 | 177475 | 28598484 | 4002465 | 645216 | 624374 | 338349 | 43329 | 8035 | 7617 | 34333 | 5168692 | 1023382 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
183 | 537367266 | 107724248 | 12543879 | 99099 | 3086094 | 853578 | 3744655 | 05947 | 32867 | 09677 | 2037892 | 61899 | 04033 | 01794 | 42427 | 0056 | 265664 | 03135 | 280343 | 3735 | 12907 | 1293568 | 4721 | 132473 | 02095 | 25534 | 34151 | 178267 | 1025632 | 2260251 | 511359 | 861772 | 1335793 | 633489 | 71717 | 13467 | 170305 | 19717 | 1206267 | 12340176 | 173879 | 0646 | 3123234 | 0 | 175384 | 28436658 | 3965202 | 640552 | 63348 | 341511 | 44099 | 80049 | 77084 | 344469 | 51792735 | 1025761 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
184 | 524232656 | 108102021 | 12573835 | 994349 | 3108055 | 85305 | 3767189 | 05994 | 33115 | 0974 | 2056552 | 62309 | 04057 | 01808 | 4266 | 00563 | 267326 | 03158 | 282457 | 37673 | 12996 | 1303459 | 47485 | 133593 | 02108 | 2553 | 342449 | 178968 | 1026431 | 2265315 | 511591 | 863441 | 1307699 | 635817 | 706542 | 13426 | 171203 | 19604 | 1205115 | 12236018 | 174441 | 06495 | 3088286 | 0 | 172944 | 28236355 | 3940969 | 639273 | 635808 | 34245 | 44287 | 80072 | 77332 | 346535 | 51760745 | 1026559 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
185 | 437339414 | 70771494 | 8430392 | 65261 | 2554665 | 652835 | 2392714 | 03426 | 18156 | 04714 | 1041036 | 39547 | 02628 | 00995 | 26535 | 0037 | 159446 | 01477 | 156552 | 2268 | 06248 | 708848 | 27222 | 71044 | 01251 | 19986 | 220149 | 103124 | 716232 | 1503063 | 390475 | 594014 | 1100178 | 373981 | 558361 | 08258 | 8558 | 1646 | 856388 | 9494965 | 101737 | 03162 | 25514 | 0 | 13759 | 21687227 | 3218595 | 520092 | 373975 | 220149 | 24651 | 62911 | 47591 | 266073 | 371353675 | 716321 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
186 | 460356602 | 75525146 | 89922 | 696409 | 2660844 | 68376 | 2451797 | 0365 | 19389 | 05116 | 1124364 | 40572 | 02684 | 01066 | 26904 | 0038 | 164732 | 01612 | 167406 | 24129 | 06793 | 760597 | 28117 | 76034 | 01292 | 20873 | 232237 | 110239 | 760722 | 158538 | 405862 | 6223 | 113102 | 399241 | 579222 | 0885 | 93215 | 1735 | 896304 | 9833908 | 108414 | 03457 | 2628309 | 0 | 142595 | 22488223 | 3317278 | 536958 | 399235 | 232238 | 26484 | 6489 | 50509 | 269704 | 391283325 | 760819 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
187 | 466285391 | 69133882 | 8308881 | 638114 | 2586251 | 657368 | 220898 | 03192 | 16728 | 04223 | 9228 | 36568 | 02434 | 00921 | 24083 | 00347 | 145739 | 01304 | 145002 | 21461 | 05594 | 65467 | 24551 | 63994 | 01141 | 20251 | 212738 | 97384 | 716428 | 1467955 | 390705 | 581838 | 1133723 | 355243 | 570318 | 08076 | 78022 | 17219 | 848486 | 957288 | 96154 | 02862 | 2602307 | 0 | 140342 | 21817073 | 3261166 | 525695 | 355238 | 212738 | 2311 | 62861 | 45632 | 256768 | 36921515 | 716518 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
188 | 523764766 | 97053799 | 11373191 | 893421 | 2940655 | 804798 | 3429014 | 05337 | 29384 | 08549 | 1746069 | 56685 | 03711 | 01602 | 38916 | 00516 | 241472 | 02737 | 250839 | 33684 | 11389 | 1154287 | 4276 | 115886 | 01903 | 24235 | 312337 | 160363 | 957381 | 2080614 | 482827 | 797937 | 129134 | 571776 | 685173 | 1228 | 150133 | 19081 | 1124692 | 11702819 | 156628 | 05675 | 3002134 | 0 | 167319 | 2691479 | 3796972 | 612161 | 571769 | 312338 | 39463 | 75852 | 70045 | 324192 | 48103885 | 9575 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
189 | 54623043 | 106160977 | 12384537 | 976795 | 3097526 | 854208 | 3691883 | 05815 | 32109 | 09435 | 198159 | 60909 | 03982 | 01752 | 41788 | 00553 | 260946 | 03049 | 274107 | 36551 | 12569 | 1263441 | 46327 | 129164 | 02058 | 25616 | 338089 | 175413 | 102192 | 2242275 | 51188 | 856629 | 1352776 | 624083 | 722837 | 13327 | 16641 | 19913 | 1202703 | 12386981 | 171119 | 06304 | 3151343 | 0 | 176756 | 28521094 | 3992025 | 644018 | 624074 | 33809 | 43316 | 80265 | 76124 | 34333 | 5160629 | 1022047 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
190 | 53116543 | 107262646 | 12483198 | 986686 | 3086095 | 850342 | 3744031 | 05931 | 32794 | 09672 | 2037195 | 61808 | 04033 | 01789 | 4242 | 0056 | 265435 | 03133 | 279785 | 37211 | 12893 | 1290781 | 47193 | 132327 | 02094 | 25466 | 341191 | 17815 | 1023214 | 2257188 | 510354 | 860625 | 1320786 | 63301 | 710484 | 13409 | 170276 | 19584 | 1203064 | 12255844 | 173637 | 06459 | 3099321 | 0 | 17389 | 28269585 | 3943754 | 638108 | 633001 | 341192 | 44074 | 79908 | 77012 | 344469 | 5163537 | 102334 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
191 | 524891445 | 107753467 | 12531854 | 991131 | 3108055 | 851594 | 3766466 | 05976 | 33031 | 09734 | 2055744 | 62203 | 04057 | 01803 | 42652 | 00563 | 26706 | 03155 | 28181 | 37512 | 12979 | 1300229 | 47466 | 133431 | 02106 | 25532 | 342724 | 179051 | 1026228 | 2266327 | 511873 | 863958 | 131055 | 636117 | 706522 | 13422 | 171276 | 19552 | 120584 | 12230721 | 174438 | 06498 | 3089009 | 0 | 173104 | 282377 | 3940945 | 638909 | 636108 | 342725 | 44306 | 80112 | 7737 | 346535 | 51751545 | 1026356 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
192 | 570737461 | 107609492 | 12598414 | 99049 | 3272643 | 884648 | 373492 | 05831 | 32006 | 09243 | 1928432 | 61791 | 0404 | 01748 | 42185 | 00563 | 262281 | 02969 | 273462 | 36967 | 12319 | 1257919 | 4629 | 127207 | 02067 | 26783 | 343146 | 175214 | 1048995 | 2285464 | 533653 | 878332 | 1418767 | 625027 | 751191 | 13372 | 163166 | 2095 | 1237579 | 12870654 | 171085 | 06161 | 330876 | 0 | 183909 | 29619866 | 4194125 | 677781 | 625019 | 343147 | 43058 | 84065 | 76737 | 358219 | 52801195 | 1049125 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
193 | 506663906 | 80068726 | 9548708 | 738433 | 2806584 | 728293 | 2598916 | 03819 | 20323 | 05392 | 1183345 | 42814 | 02848 | 01116 | 28563 | 00403 | 174125 | 01697 | 175577 | 25164 | 07141 | 79695 | 29787 | 79926 | 01366 | 22255 | 247046 | 117042 | 809808 | 1686847 | 432682 | 662495 | 12392 | 424055 | 630282 | 09495 | 98729 | 18585 | 958029 | 10611713 | 115231 | 0366 | 2843806 | 0 | 154956 | 24225735 | 356597 | 573795 | 424049 | 247047 | 28102 | 69231 | 53682 | 285878 | 4170426 | 809909 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
194 | 480171445 | 69576348 | 8370623 | 642269 | 2586251 | 661832 | 220862 | 03183 | 16686 | 0422 | 922399 | 36515 | 02434 | 00919 | 24079 | 00347 | 145607 | 01303 | 144681 | 21381 | 05585 | 653064 | 24542 | 63909 | 0114 | 20405 | 213856 | 97785 | 721438 | 1476366 | 393351 | 585182 | 1162833 | 356827 | 582865 | 08181 | 78215 | 17426 | 856089 | 9723127 | 96615 | 02868 | 2647387 | 0 | 143289 | 22132053 | 3302294 | 530364 | 356822 | 213857 | 23198 | 63291 | 45854 | 256768 | 37170735 | 721527 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
195 | 514098984 | 96871152 | 11344727 | 891681 | 2940655 | 801348 | 3429763 | 05357 | 29471 | 08556 | 1746906 | 56795 | 03711 | 01608 | 38924 | 00516 | 241747 | 02739 | 251509 | 33851 | 11406 | 1157638 | 42779 | 116054 | 01905 | 24134 | 311534 | 160058 | 9539 | 2074731 | 481044 | 795604 | 1273647 | 570586 | 677541 | 12208 | 149956 | 1894 | 1119731 | 1160986 | 15629 | 05669 | 2974876 | 0 | 165547 | 26719587 | 3771461 | 609554 | 570578 | 311535 | 39394 | 75588 | 69885 | 324192 | 47869235 | 954016 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
196 | 505305156 | 104993555 | 12215374 | 965783 | 3097526 | 838421 | 369431 | 05878 | 3239 | 09455 | 1984311 | 61266 | 03982 | 01769 | 41816 | 00553 | 26184 | 03057 | 276279 | 37093 | 12625 | 1274303 | 46391 | 12972 | 02064 | 25168 | 334701 | 174157 | 1006782 | 2217034 | 504093 | 846615 | 1269295 | 619169 | 68661 | 13013 | 16574 | 19309 | 1180321 | 11954337 | 169739 | 06282 | 3022668 | 0 | 168233 | 27613621 | 3874032 | 631053 | 61916 | 334702 | 43036 | 79021 | 75446 | 34333 | 50636745 | 1006907 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
197 | 487192578 | 106198789 | 1231932 | 976569 | 3086095 | 83293 | 3746575 | 05997 | 33089 | 09693 | 2040039 | 62181 | 04033 | 01807 | 42449 | 0056 | 266369 | 03141 | 282057 | 37778 | 12951 | 1302141 | 47259 | 132919 | 02101 | 24983 | 337616 | 176823 | 1006779 | 2230274 | 502062 | 850018 | 1239024 | 627797 | 674126 | 13093 | 169571 | 18953 | 1179805 | 11821744 | 172253 | 06436 | 2970399 | 0 | 165316 | 2735584 | 3823971 | 6243 | 627789 | 337617 | 43776 | 78581 | 76293 | 344469 | 5057890 | 1006904 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
198 | 49923582 | 10749124 | 12476774 | 988517 | 3108055 | 841884 | 3768441 | 06027 | 3326 | 09751 | 2057948 | 62493 | 04057 | 01816 | 42675 | 00563 | 267785 | 03161 | 283573 | 37952 | 13025 | 1309041 | 47517 | 133893 | 02112 | 25249 | 340489 | 178235 | 1016675 | 2250172 | 506967 | 857609 | 1261692 | 632913 | 686379 | 1324 | 170809 | 19214 | 119222 | 11993381 | 17364 | 06482 | 3016465 | 0 | 168195 | 27726475 | 3874357 | 631441 | 632904 | 34049 | 44121 | 7932 | 76933 | 346535 | 5112771 | 1016801 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
199 | 530396289 | 106727471 | 12464324 | 982121 | 3272643 | 870772 | 3736779 | 0588 | 32221 | 09259 | 1930509 | 62063 | 0404 | 0176 | 42206 | 00563 | 262964 | 02974 | 27512 | 37381 | 12362 | 1266209 | 46338 | 127645 | 02072 | 26335 | 339601 | 173908 | 1034275 | 2259677 | 525723 | 868034 | 1339966 | 619951 | 717345 | 13083 | 16245 | 20408 | 1215419 | 12466929 | 169747 | 06138 | 3186974 | 0 | 175815 | 28761121 | 4081381 | 66499 | 619942 | 339602 | 42766 | 8276 | 76037 | 358219 | 51954275 | 1034404 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
200 | 455425312 | 78334146 | 9306249 | 722142 | 2806584 | 711532 | 2600539 | 03861 | 2051 | 05405 | 1185156 | 43051 | 02848 | 01127 | 28582 | 00403 | 174719 | 01702 | 177024 | 25525 | 07179 | 804181 | 29829 | 80305 | 01371 | 21691 | 242846 | 115519 | 791115 | 1655562 | 422963 | 650108 | 1145003 | 418067 | 589438 | 09145 | 97945 | 17882 | 931288 | 10120993 | 113626 | 03634 | 2696019 | 0 | 145283 | 23184473 | 3428287 | 557758 | 41806 | 242847 | 27762 | 67661 | 52849 | 285878 | 407508375 | 791213 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
201 | 443417891 | 68103125 | 8172311 | 628496 | 2586251 | 649292 | 2209629 | 03209 | 16803 | 04228 | 923525 | 36663 | 02434 | 00926 | 24091 | 00347 | 145977 | 01306 | 145581 | 21605 | 05609 | 657565 | 24568 | 64147 | 01143 | 20002 | 210893 | 96718 | 707931 | 1454214 | 386455 | 576435 | 1094107 | 352618 | 553628 | 07924 | 77675 | 16906 | 837111 | 9370323 | 95442 | 02851 | 2541038 | 0 | 136387 | 21383855 | 3203644 | 518849 | 352613 | 210894 | 2296 | 6216 | 45267 | 256768 | 3648849 | 708018 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
202 | 506275586 | 96245244 | 11268118 | 885893 | 2940655 | 797535 | 3430027 | 05363 | 29501 | 08558 | 1747201 | 56833 | 03711 | 01609 | 38927 | 00516 | 241844 | 0274 | 251742 | 33909 | 11412 | 1158805 | 42786 | 116122 | 01906 | 24043 | 310858 | 159801 | 950886 | 2069569 | 479431 | 793521 | 1258334 | 569606 | 670326 | 12145 | 149826 | 18808 | 111526 | 11521637 | 155989 | 05664 | 2949321 | 0 | 163923 | 26536577 | 3747289 | 606176 | 569598 | 310859 | 39338 | 7527 | 69745 | 324192 | 47705325 | 951005 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
203 | 547338828 | 105760361 | 12340909 | 973134 | 3097526 | 853094 | 369194 | 05817 | 32116 | 09435 | 1981656 | 60918 | 03982 | 01753 | 41789 | 00553 | 260968 | 03049 | 274159 | 36564 | 1257 | 1263701 | 46329 | 129181 | 02058 | 25622 | 338164 | 175419 | 1022066 | 224258 | 511993 | 85675 | 135402 | 624142 | 72237 | 13323 | 166408 | 19892 | 1202858 | 12380164 | 171091 | 06304 | 3150869 | 0 | 176772 | 28513777 | 3991186 | 643451 | 624133 | 338165 | 43318 | 80226 | 7613 | 34333 | 5161853 | 1022192 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
204 | 53254207 | 10704957 | 12460326 | 984739 | 3086095 | 850888 | 3744009 | 0593 | 32792 | 09672 | 2037167 | 61804 | 04033 | 01789 | 42419 | 0056 | 265426 | 03133 | 279763 | 37206 | 12892 | 1290673 | 47193 | 132324 | 02093 | 25481 | 34127 | 17818 | 1023754 | 2257865 | 510541 | 860838 | 1328636 | 633131 | 713306 | 13433 | 170296 | 1962 | 1204137 | 12288119 | 173712 | 0646 | 3109189 | 0 | 174584 | 28334482 | 3951195 | 638384 | 633122 | 341271 | 44081 | 79921 | 77028 | 344469 | 51686245 | 1023881 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
205 | 515619609 | 107627998 | 12512426 | 989937 | 3108055 | 848181 | 3767542 | 06004 | 33156 | 09743 | 2056946 | 62361 | 04057 | 0181 | 42664 | 00563 | 267455 | 03159 | 282771 | 37751 | 13004 | 130503 | 47494 | 133682 | 02109 | 25435 | 341849 | 178736 | 1022957 | 2260354 | 510072 | 861558 | 1295969 | 634886 | 701008 | 13366 | 171084 | 19456 | 1201267 | 12165701 | 174167 | 06491 | 3068333 | 0 | 17172 | 28089741 | 3921216 | 636421 | 634877 | 34185 | 44235 | 79825 | 77205 | 346535 | 51523755 | 1023086 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
206 | 559155352 | 107678438 | 12602854 | 991097 | 3272643 | 881082 | 373616 | 05864 | 32149 | 09254 | 1929816 | 61972 | 0404 | 01756 | 42199 | 00563 | 262735 | 02972 | 274566 | 37243 | 12348 | 1263435 | 46322 | 127496 | 0207 | 26663 | 3421 | 174831 | 1045125 | 2278138 | 531379 | 875306 | 1398521 | 623552 | 742421 | 13296 | 162955 | 20818 | 1231437 | 12767202 | 170731 | 06154 | 3277265 | 0 | 181828 | 29396121 | 416439 | 674231 | 623543 | 342101 | 42974 | 837 | 76534 | 358219 | 52570925 | 1045256 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
207 | 506870938 | 80356079 | 9587531 | 741122 | 2806584 | 728165 | 2599178 | 03826 | 20353 | 05394 | 1183638 | 42852 | 02848 | 01118 | 28566 | 00403 | 174221 | 01697 | 175811 | 25222 | 07147 | 798117 | 29794 | 79988 | 01367 | 22261 | 247053 | 117049 | 809886 | 1687054 | 432752 | 662563 | 1241587 | 424082 | 631846 | 09503 | 98727 | 18603 | 958509 | 10630759 | 115263 | 0366 | 2848736 | 0 | 155291 | 24260281 | 3570318 | 574108 | 424077 | 247054 | 28103 | 69235 | 53687 | 285878 | 41704265 | 809987 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
208 | 476776602 | 69695103 | 8385077 | 643367 | 2586251 | 660413 | 2208886 | 0319 | 16717 | 04222 | 922697 | 36554 | 02434 | 00921 | 24082 | 00347 | 145705 | 01304 | 144919 | 2144 | 05592 | 654254 | 24549 | 63971 | 01141 | 20373 | 213595 | 97696 | 720109 | 1474549 | 392821 | 584509 | 1161592 | 356457 | 583248 | 0817 | 78156 | 17397 | 855266 | 9725438 | 96542 | 02866 | 2647238 | 0 | 143323 | 22128208 | 3301278 | 530069 | 356452 | 213596 | 23177 | 63218 | 45806 | 256768 | 3708495 | 720199 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
209 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
210 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
211 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
212 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
total | 15714067229 | 2942955836 | 34523952 | 27094175 | 91549482 | 24531355 | 101520281 | 157712 | 861844 | 246051 | 51741275 | 1680449 | 109977 | 47109 | 1142159 | 15352 | 7089862 | 78889 | 7372724 | 1005657 | 327875 | 33865345 | 124571 | 3421284 | 55828 | 741228 | 9317945 | 4721529 | 28775363 | 62283709 | 14706694 | 23988876 | 39068661 | 1687309 | 206461 | 362124 | 4353162 | 586302 | 33867757 | 354224062 | 4615621 | 164092 | 91435955 | 0 | 5059242 | 814519902 | 116029701 | 18778919 | 16872852 | 9317974 | 1157574 | 2320375 | 2078251 | 990182 | 14559761825 | 28778949 |
Day | CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
UNIT | (tonday) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
182 | 550345586 | 107608145 | 12502397 | 989691 | 310828 | 856831 | 3567357 | 05658 | 31135 | 09072 | 1925412 | 59006 | 03847 | 01701 | 40203 | 00538 | 251843 | 0293 | 265952 | 35758 | 12101 | 1225573 | 44545 | 124863 | 01985 | 25582 | 336239 | 174088 | 1017571 | 2232628 | 511447 | 853645 | 1360904 | 619321 | 724954 | 13268 | 164723 | 19963 | 1200083 | 12409099 | 169924 | 06238 | 3161849 | 0 | 177483 | 28549587 | 4000557 | 64479 | 619313 | 33624 | 42945 | 802 | 7563 | 343193 | 51868765 | 1017698 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
183 | 537438633 | 109041016 | 12638774 | 100262 | 3097112 | 855209 | 3615965 | 05772 | 31804 | 09299 | 1979617 | 59866 | 03894 | 01738 | 40789 | 00544 | 256102 | 03011 | 271484 | 36421 | 12412 | 1252267 | 45359 | 12793 | 02019 | 25454 | 339312 | 176817 | 1019732 | 2248136 | 510174 | 857823 | 1335979 | 628221 | 716431 | 13381 | 168547 | 19717 | 120164 | 12325565 | 17253 | 06391 | 3122314 | 0 | 175391 | 28385635 | 396321 | 640107 | 628212 | 339313 | 43698 | 79893 | 76522 | 344328 | 51979475 | 1019861 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
184 | 524297539 | 109431494 | 12669756 | 1006093 | 3119112 | 854717 | 3637993 | 05818 | 32046 | 0936 | 1998384 | 60268 | 03917 | 01752 | 41016 | 00547 | 257721 | 03033 | 273546 | 36738 | 12498 | 126191 | 45626 | 129037 | 02032 | 2545 | 340238 | 17751 | 102049 | 2253131 | 510399 | 859472 | 1307884 | 630517 | 705801 | 13339 | 169436 | 19604 | 1200464 | 12221405 | 173084 | 06426 | 3087361 | 0 | 172953 | 28185151 | 3938969 | 638826 | 630508 | 340239 | 43884 | 79915 | 76767 | 346394 | 51951515 | 1020616 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
185 | 437773125 | 71651963 | 8499877 | 660438 | 2559784 | 654214 | 234319 | 03353 | 17714 | 04555 | 102468 | 38765 | 02574 | 00972 | 25916 | 00364 | 155698 | 01427 | 152824 | 22287 | 0604 | 691445 | 26498 | 69363 | 01221 | 19958 | 219436 | 10265 | 714026 | 1499196 | 390105 | 592737 | 1100361 | 372201 | 558199 | 08232 | 8501 | 1646 | 854921 | 9492202 | 101298 | 0314 | 2551174 | 0 | 13766 | 21673279 | 3218082 | 51996 | 372195 | 219437 | 24518 | 62861 | 47403 | 266018 | 372933275 | 714115 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
186 | 460812227 | 7647417 | 9068168 | 704854 | 2666135 | 685308 | 2398465 | 03567 | 18889 | 04935 | 1114379 | 3971 | 02625 | 0104 | 26224 | 00373 | 160574 | 01558 | 163208 | 23682 | 06556 | 74093 | 27313 | 74439 | 01259 | 20839 | 231264 | 109585 | 758062 | 1579993 | 405349 | 620526 | 1131224 | 396854 | 578962 | 08812 | 92423 | 1735 | 894257 | 982927 | 107805 | 03426 | 2627979 | 0 | 142668 | 22467942 | 3316533 | 536773 | 396848 | 231265 | 26303 | 6482 | 50254 | 269624 | 39305575 | 758156 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
187 | 466855312 | 69961797 | 8376148 | 645492 | 2590594 | 658759 | 2169618 | 0313 | 16352 | 04086 | 917595 | 35933 | 0239 | 00901 | 23586 | 00342 | 142659 | 01264 | 141828 | 21123 | 05415 | 639808 | 23956 | 62852 | 01117 | 20227 | 212105 | 96954 | 714576 | 1464468 | 39038 | 580678 | 1133938 | 353649 | 570182 | 08052 | 77503 | 17219 | 84716 | 9570711 | 95755 | 02842 | 2602123 | 0 | 14042 | 21804966 | 326074 | 525581 | 353644 | 212105 | 2299 | 62815 | 45462 | 25671 | 37080305 | 714664 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
188 | 523926797 | 98123252 | 11448221 | 90285 | 2950578 | 806024 | 3314088 | 05186 | 28463 | 08223 | 1691687 | 54876 | 03587 | 01554 | 37449 | 00502 | 233009 | 02629 | 243179 | 32884 | 10962 | 1118634 | 41122 | 111822 | 01836 | 24168 | 310455 | 159117 | 952362 | 2070222 | 481815 | 794547 | 1291528 | 567256 | 684523 | 12206 | 148622 | 19081 | 1120711 | 11689817 | 155469 | 05615 | 3001324 | 0 | 167308 | 26870459 | 3795227 | 611778 | 567248 | 310456 | 39119 | 75718 | 69562 | 324067 | 48243285 | 952481 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
189 | 546350859 | 107439736 | 12476725 | 988092 | 310828 | 855801 | 3566882 | 05646 | 31079 | 09068 | 1924878 | 58935 | 03847 | 01698 | 40197 | 00538 | 251668 | 02929 | 265526 | 35652 | 1209 | 1223441 | 44532 | 124751 | 01984 | 2554 | 335979 | 17402 | 1016236 | 2230646 | 510745 | 85284 | 1352971 | 619018 | 72213 | 13245 | 164722 | 19913 | 1198262 | 12373021 | 169823 | 06238 | 3150458 | 0 | 176764 | 28472209 | 3990119 | 643592 | 619009 | 33598 | 42931 | 80115 | 75583 | 343193 | 51788525 | 1016362 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
190 | 531243477 | 108574492 | 12577657 | 998272 | 3097112 | 851977 | 3615337 | 05756 | 31731 | 09294 | 197892 | 59775 | 03894 | 01734 | 40781 | 00544 | 255873 | 03009 | 270926 | 36282 | 12398 | 124948 | 45343 | 127785 | 02017 | 25387 | 338992 | 176701 | 1017314 | 2245073 | 50917 | 856676 | 1320973 | 62774 | 709745 | 13323 | 168518 | 19584 | 1198439 | 12241244 | 172288 | 0639 | 3098398 | 0 | 173897 | 28218577 | 3941761 | 637662 | 627731 | 338993 | 43673 | 79751 | 7645 | 344328 | 5182256 | 1017441 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
191 | 524970508 | 109080293 | 12627539 | 1002852 | 3119112 | 853268 | 3637274 | 058 | 31962 | 09354 | 1997575 | 60162 | 03917 | 01747 | 41007 | 00547 | 257455 | 03031 | 272899 | 36577 | 12481 | 1258679 | 45607 | 128874 | 0203 | 25452 | 340515 | 177595 | 1020288 | 2254155 | 510683 | 859993 | 1310739 | 630823 | 705782 | 13336 | 16951 | 19552 | 1201195 | 12216127 | 173083 | 06428 | 3088084 | 0 | 173114 | 28186562 | 3938949 | 638463 | 630814 | 340516 | 43904 | 79955 | 76805 | 346394 | 5194325 | 1020416 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
192 | 570961172 | 108849863 | 12687565 | 1001446 | 3283233 | 886188 | 3613413 | 05669 | 3102 | 08893 | 1873324 | 59876 | 03909 | 01696 | 40637 | 00548 | 253301 | 02854 | 265248 | 36109 | 11861 | 1219671 | 44552 | 122947 | 01995 | 26711 | 341175 | 173911 | 1043625 | 2274608 | 532595 | 874787 | 141898 | 620277 | 750536 | 13295 | 161587 | 2095 | 1233427 | 12857703 | 169873 | 06099 | 3307937 | 0 | 183919 | 29574299 | 4192343 | 677384 | 620268 | 341176 | 42698 | 83924 | 76231 | 358088 | 5297687 | 1043756 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
193 | 507163867 | 81065264 | 9628386 | 7473 | 2812204 | 729916 | 25425 | 03732 | 19798 | 05202 | 1172352 | 41903 | 02785 | 01089 | 27844 | 00396 | 169738 | 0164 | 171168 | 24694 | 06892 | 776299 | 28939 | 78231 | 01331 | 22219 | 246034 | 116361 | 807032 | 1681241 | 432148 | 660647 | 1239423 | 421569 | 630014 | 09456 | 97905 | 18585 | 955898 | 1060692 | 114598 | 03627 | 2843462 | 0 | 155034 | 24204695 | 3565198 | 573603 | 421563 | 246035 | 27913 | 69158 | 53417 | 285795 | 418902575 | 807132 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
194 | 48075875 | 704079 | 8438246 | 649678 | 2590594 | 663229 | 216926 | 03121 | 1631 | 04083 | 917194 | 3588 | 0239 | 00899 | 23581 | 00342 | 142527 | 01263 | 141507 | 21043 | 05406 | 638202 | 23947 | 62767 | 01116 | 20381 | 213227 | 97358 | 71959 | 1472901 | 393028 | 584029 | 1163052 | 355241 | 582733 | 08157 | 77699 | 17426 | 854771 | 9721018 | 96218 | 02848 | 2647207 | 0 | 143368 | 22120122 | 3301873 | 530251 | 355236 | 213228 | 23079 | 63245 | 45685 | 25671 | 373304375 | 719679 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
195 | 514250234 | 97938555 | 11419491 | 901091 | 2950577 | 802572 | 3314836 | 05205 | 2855 | 08229 | 1692527 | 54985 | 03587 | 01559 | 37458 | 00502 | 233285 | 02631 | 243849 | 33051 | 10979 | 1121986 | 41142 | 11199 | 01838 | 24067 | 309651 | 158812 | 948876 | 2064328 | 480031 | 79221 | 1273831 | 566062 | 67689 | 12134 | 148445 | 1894 | 1115749 | 11596826 | 155129 | 05609 | 2974066 | 0 | 165536 | 26675222 | 3769716 | 609171 | 566054 | 309652 | 3905 | 75454 | 69402 | 324067 | 48008575 | 948992 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
196 | 505387695 | 106259365 | 12306235 | 97696 | 310828 | 840006 | 3569312 | 05709 | 31361 | 09089 | 1927599 | 59292 | 03847 | 01715 | 40225 | 00538 | 252561 | 02937 | 267698 | 36194 | 12146 | 1234302 | 44595 | 125307 | 0199 | 25091 | 332582 | 17276 | 1001081 | 2205363 | 502953 | 842812 | 1269477 | 614087 | 685899 | 1293 | 164046 | 19309 | 1175865 | 11940255 | 168439 | 06216 | 3021779 | 0 | 16824 | 27564502 | 3872111 | 630624 | 614079 | 332583 | 42649 | 7887 | 74904 | 343193 | 5081793 | 1001204 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
197 | 487229883 | 107500098 | 12412637 | 988061 | 3097112 | 834552 | 3617882 | 05822 | 32026 | 09315 | 1981765 | 60148 | 03894 | 01751 | 40811 | 00544 | 256807 | 03017 | 273199 | 36849 | 12456 | 1260839 | 45409 | 128377 | 02024 | 24903 | 335408 | 175368 | 1000858 | 2218107 | 500871 | 846053 | 1239199 | 622508 | 673382 | 13007 | 167806 | 18953 | 117516 | 11807014 | 170898 | 06367 | 2969467 | 0 | 16532 | 27304531 | 3821966 | 623853 | 622499 | 335409 | 43374 | 78424 | 75728 | 344328 | 50764745 | 1000983 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
198 | 499280117 | 108814004 | 12571898 | 1000199 | 3119112 | 84354 | 3639248 | 05851 | 32191 | 09371 | 199978 | 60451 | 03917 | 0176 | 4103 | 00547 | 25818 | 03037 | 274662 | 37017 | 12527 | 1267492 | 45659 | 129337 | 02035 | 25169 | 338273 | 176774 | 101072 | 2237961 | 505773 | 853631 | 1261871 | 627602 | 685635 | 13154 | 169038 | 19214 | 1187561 | 11978667 | 17228 | 06413 | 3015536 | 0 | 168202 | 27675078 | 3872352 | 630993 | 627593 | 338274 | 43717 | 79163 | 76367 | 346394 | 51317375 | 1010846 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
199 | 530561562 | 107957803 | 12552368 | 992981 | 3283233 | 87229 | 3615271 | 05717 | 31235 | 08908 | 1875401 | 60148 | 03909 | 01709 | 40658 | 00548 | 253982 | 02859 | 266907 | 36522 | 11904 | 1227961 | 446 | 123384 | 02 | 26262 | 337616 | 172598 | 1028883 | 2248752 | 524659 | 864469 | 1340166 | 615175 | 716681 | 13005 | 160862 | 20408 | 1211242 | 12453776 | 168528 | 06075 | 3186141 | 0 | 175822 | 28715171 | 4079582 | 664589 | 615166 | 337618 | 42404 | 82619 | 75528 | 358088 | 5212733 | 1029012 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
200 | 455853828 | 7931667 | 93846 | 730882 | 2812204 | 71313 | 2544122 | 03774 | 19985 | 05216 | 1174162 | 4214 | 02785 | 011 | 27863 | 00396 | 170332 | 01645 | 172614 | 25055 | 0693 | 783529 | 28981 | 78611 | 01336 | 21654 | 24182 | 11483 | 788314 | 1649881 | 422421 | 648239 | 1145206 | 415553 | 58916 | 09106 | 97111 | 17882 | 92913 | 10116039 | 112985 | 03602 | 2695664 | 0 | 145357 | 2316293 | 3427494 | 557562 | 415548 | 24182 | 27572 | 67587 | 52581 | 285795 | 40933975 | 788412 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
201 | 443959492 | 68923154 | 8238903 | 635802 | 2590594 | 650676 | 2170269 | 03147 | 16427 | 04092 | 918321 | 36028 | 0239 | 00906 | 23593 | 00342 | 142897 | 01266 | 142407 | 21267 | 0543 | 642702 | 23973 | 63005 | 01118 | 19979 | 210256 | 96286 | 706068 | 1450708 | 386127 | 575268 | 1094315 | 351016 | 55349 | 079 | 77153 | 16906 | 835777 | 9368105 | 95041 | 0283 | 2540853 | 0 | 136464 | 21371643 | 3203213 | 518734 | 351012 | 210257 | 2284 | 62113 | 45097 | 25671 | 366466925 | 706156 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
202 | 506423203 | 97306289 | 11342378 | 895246 | 2950578 | 79876 | 33151 | 05212 | 2858 | 08231 | 1692819 | 55024 | 03587 | 01561 | 37461 | 00502 | 233381 | 02632 | 244082 | 3311 | 10985 | 1123153 | 41149 | 112058 | 01838 | 23976 | 308973 | 158553 | 94586 | 2059155 | 478417 | 790123 | 1258522 | 565078 | 669674 | 1207 | 148313 | 18808 | 1111272 | 11508597 | 154828 | 05605 | 2948513 | 0 | 163911 | 26492124 | 3745542 | 605793 | 56507 | 308974 | 38993 | 75136 | 69262 | 324067 | 47844705 | 945979 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
203 | 547465781 | 107036797 | 12432935 | 984409 | 310828 | 854689 | 3566939 | 05647 | 31086 | 09069 | 1924944 | 58944 | 03847 | 01699 | 40198 | 00538 | 251689 | 02929 | 265577 | 35665 | 12091 | 1223699 | 44534 | 124767 | 01984 | 25546 | 336056 | 174028 | 1016385 | 2230966 | 510859 | 852962 | 1354217 | 619082 | 721664 | 1324 | 164722 | 19892 | 1198422 | 12366207 | 169797 | 06238 | 3149984 | 0 | 176781 | 28464958 | 3989279 | 643025 | 619074 | 336057 | 42933 | 80076 | 7559 | 343193 | 51800855 | 1016511 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
204 | 532626055 | 108359941 | 1255475 | 996315 | 3097112 | 852527 | 3615315 | 05755 | 31729 | 09294 | 1978892 | 59771 | 03894 | 01733 | 40781 | 00544 | 255864 | 03009 | 270904 | 36277 | 12397 | 1249371 | 45342 | 127781 | 02017 | 25402 | 339072 | 176731 | 1017856 | 2245757 | 509357 | 856891 | 1328824 | 627864 | 712568 | 13347 | 168539 | 1962 | 1199515 | 12273542 | 172364 | 06391 | 3108267 | 0 | 174592 | 28283545 | 3949206 | 637939 | 627856 | 339073 | 43681 | 79765 | 76466 | 344328 | 5187411 | 1017984 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
205 | 515687812 | 108950957 | 12607778 | 1001624 | 3119112 | 849856 | 3638351 | 05828 | 32087 | 09363 | 1998777 | 6032 | 03917 | 01754 | 4102 | 00547 | 25785 | 03034 | 27386 | 36817 | 12506 | 1263481 | 45635 | 129125 | 02033 | 25355 | 339638 | 177278 | 1017015 | 224817 | 50888 | 857588 | 1296155 | 629587 | 700267 | 1328 | 169317 | 19456 | 1196616 | 12151095 | 172811 | 06422 | 3067405 | 0 | 17173 | 28038574 | 3919215 | 635975 | 629578 | 339639 | 43832 | 79668 | 76639 | 346394 | 5171572 | 1017142 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
206 | 559365742 | 108920059 | 12692112 | 1002062 | 3283233 | 882623 | 3614648 | 05701 | 31163 | 08903 | 1874705 | 60057 | 03909 | 01704 | 40651 | 00548 | 253754 | 02857 | 266352 | 36384 | 11889 | 1225186 | 44584 | 123236 | 01998 | 26592 | 340126 | 173526 | 1039753 | 2267264 | 53032 | 871758 | 1398732 | 618797 | 741763 | 13219 | 161374 | 20818 | 1227278 | 12754191 | 169517 | 06092 | 327644 | 0 | 181838 | 29350454 | 416261 | 673834 | 618788 | 340127 | 42613 | 8356 | 76027 | 358088 | 5274666 | 1039882 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
207 | 507372734 | 8135666 | 9667616 | 750024 | 2812204 | 729794 | 2542762 | 03739 | 19828 | 05205 | 1172643 | 41941 | 02785 | 0109 | 27847 | 00396 | 169834 | 01641 | 171401 | 24753 | 06898 | 777465 | 28946 | 78294 | 01332 | 22225 | 246041 | 116369 | 80711 | 1681456 | 432219 | 660718 | 1241812 | 421599 | 631578 | 09464 | 97904 | 18603 | 956381 | 10625994 | 114631 | 03627 | 2848392 | 0 | 155368 | 24239277 | 3569548 | 573916 | 421593 | 246042 | 27915 | 69161 | 53422 | 285795 | 418907975 | 807211 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
208 | 477357266 | 70527383 | 845277 | 650783 | 2590594 | 661812 | 2169527 | 03128 | 16341 | 04085 | 917493 | 35919 | 0239 | 00901 | 23585 | 00342 | 142625 | 01263 | 141745 | 21102 | 05412 | 639393 | 23954 | 62828 | 01116 | 2035 | 212966 | 97268 | 718259 | 1471079 | 392498 | 583355 | 116181 | 354871 | 583115 | 08146 | 7764 | 17397 | 853948 | 9723323 | 96145 | 02846 | 264706 | 0 | 143402 | 22116257 | 3300857 | 529956 | 354866 | 212966 | 23057 | 63172 | 45638 | 25671 | 37244745 | 71835 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
209 | 493879023 | 97750146 | 11382499 | 899234 | 2950577 | 794794 | 3316314 | 05244 | 28721 | 08241 | 1694174 | 55201 | 03587 | 01569 | 37475 | 00502 | 233825 | 02636 | 245164 | 3338 | 11013 | 1128563 | 4118 | 11233 | 01842 | 23848 | 308 | 158231 | 941328 | 2052231 | 476285 | 787461 | 1235654 | 563737 | 661815 | 11993 | 148141 | 18673 | 110552 | 11418068 | 154535 | 05599 | 2918821 | 0 | 161856 | 26288225 | 3719234 | 603418 | 563729 | 308001 | 38919 | 74874 | 69082 | 324067 | 4750861 | 941445 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
210 | 501601797 | 106766592 | 12363163 | 98161 | 310828 | 837056 | 3570248 | 05733 | 31469 | 09097 | 1928644 | 59429 | 03847 | 01721 | 40236 | 00538 | 252905 | 0294 | 268534 | 36402 | 12168 | 1238481 | 4462 | 125539 | 01993 | 25052 | 332394 | 172695 | 999385 | 2203632 | 502447 | 842257 | 1266022 | 613797 | 684529 | 1291 | 164011 | 19257 | 1174648 | 11926206 | 168402 | 06215 | 3017098 | 0 | 167892 | 27530923 | 3867845 | 629654 | 613788 | 332395 | 42633 | 78788 | 74864 | 343193 | 50673465 | 999509 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
211 | 499065391 | 1080754 | 12491169 | 993448 | 3097112 | 838422 | 3617741 | 05818 | 32009 | 09314 | 1981601 | 60127 | 03894 | 0175 | 40809 | 00544 | 256754 | 03017 | 273069 | 36816 | 12453 | 1260192 | 45405 | 128356 | 02024 | 25033 | 336342 | 175714 | 1005075 | 2225249 | 503128 | 848925 | 1262951 | 62386 | 684556 | 13092 | 167969 | 19123 | 1181768 | 1194052 | 171272 | 06372 | 3008639 | 0 | 16793 | 27580256 | 3858219 | 627769 | 623851 | 336343 | 4345 | 78764 | 75918 | 344328 | 5101658 | 1005201 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
212 | 510059453 | 108986191 | 1260348 | 1001878 | 3119112 | 847428 | 3638601 | 05834 | 32116 | 09365 | 1999056 | 60356 | 03917 | 01756 | 41023 | 00547 | 257942 | 03035 | 274084 | 36873 | 12512 | 1264602 | 45642 | 129189 | 02033 | 25287 | 339179 | 1771 | 1014762 | 2244555 | 507774 | 85619 | 1282462 | 628914 | 693614 | 1323 | 169223 | 19361 | 1193048 | 12073188 | 172611 | 06419 | 3044861 | 0 | 170169 | 27880522 | 3899013 | 633856 | 628905 | 33918 | 43792 | 79466 | 76542 | 346394 | 5157857 | 1014889 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
1575032492 | 3008455449 | 351116241 | 27682287 | 92299436 | 24715968 | 99267828 | 155072 | 845207 | 239811 | 512493 | 1645236 | 107479 | 46259 | 1111954 | 1509 | 6922635 | 76963 | 7235403 | 992784 | 319808 | 33228736 | 1212689 | 3359175 | 54493 | 743159 | 9349364 | 4737588 | 28828492 | 62511012 | 14763057 | 2407931 | 39179182 | 16921876 | 20706272 | 363329 | 4367819 | 588024 | 33990128 | 355575715 | 4631961 | 164646 | 91728656 | 0 | 5080389 | 817447675 | 116450563 | 18849431 | 16921638 | 9349393 | 1161079 | 232903 | 2084828 | 9959974 | 14719855875 | 28832085 |
Day | CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
UNIT | (tonday) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
182 | 527521289 | 104187705 | 12096017 | 95816 | 2916008 | 843671 | 4167513 | 05895 | 3271 | 09609 | 1985614 | 67723 | 04539 | 01768 | 48289 | 00617 | 288101 | 03065 | 278758 | 36556 | 1268 | 1275076 | 51515 | 131479 | 02273 | 25075 | 337565 | 175434 | 993582 | 2229801 | 50918 | 856529 | 1353648 | 623222 | 720678 | 13149 | 166413 | 18945 | 119824 | 12369397 | 171206 | 06304 | 3144352 | 0 | 176114 | 28465674 | 3984323 | 641234 | 623213 | 337566 | 43272 | 80196 | 76002 | 347433 | 51099815 | 993707 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
183 | 516131016 | 10563458 | 12237189 | 971244 | 2904136 | 842359 | 4225359 | 06016 | 33424 | 0985 | 2041453 | 68736 | 04596 | 01806 | 49006 | 00624 | 292997 | 0315 | 284641 | 37257 | 13009 | 1303341 | 52451 | 134711 | 02313 | 2499 | 340949 | 178289 | 997305 | 2247655 | 508591 | 861603 | 1329856 | 632622 | 712877 | 13274 | 170318 | 18739 | 1201132 | 12297847 | 173919 | 0646 | 3108173 | 0 | 174193 | 28330491 | 3951694 | 637453 | 632614 | 34095 | 44055 | 79982 | 7696 | 348596 | 51223245 | 997429 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
184 | 503450664 | 106042188 | 12271257 | 974882 | 2924994 | 841786 | 425044 | 06064 | 33675 | 09914 | 2060127 | 69181 | 04623 | 0182 | 49274 | 00628 | 2948 | 03173 | 286774 | 37578 | 13098 | 1313258 | 52754 | 135841 | 02327 | 24987 | 341892 | 17899 | 998159 | 2252749 | 508832 | 863277 | 1302012 | 634953 | 702371 | 13233 | 171216 | 18626 | 1200029 | 12194872 | 174479 | 06495 | 3073632 | 0 | 171785 | 28132668 | 3927747 | 63619 | 634944 | 341893 | 44243 | 80006 | 77209 | 35068 | 51189375 | 998281 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
185 | 412640312 | 68845259 | 8147964 | 634411 | 2409311 | 641414 | 2740057 | 03459 | 18482 | 04837 | 1043001 | 44355 | 03036 | 01 | 31243 | 00417 | 178836 | 01486 | 15917 | 22469 | 06307 | 71325 | 30963 | 72514 | 01405 | 19276 | 218121 | 102629 | 684281 | 1479467 | 383548 | 588276 | 1089621 | 37107 | 55067 | 0805 | 85518 | 15417 | 843984 | 9385507 | 101387 | 03162 | 2517846 | 0 | 135598 | 21423406 | 3175189 | 511009 | 371065 | 218121 | 2451 | 62264 | 47169 | 269326 | 3656006 | 684366 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
186 | 433033164 | 73375015 | 867765 | 676099 | 2507971 | 671238 | 281798 | 03669 | 19663 | 05239 | 1125698 | 45582 | 03115 | 01067 | 31891 | 00429 | 18506 | 01619 | 169581 | 23769 | 06841 | 762396 | 3207 | 7744 | 01454 | 20091 | 229999 | 109689 | 725827 | 1559375 | 398227 | 615963 | 1119706 | 396025 | 570644 | 0862 | 93147 | 16195 | 882599 | 971358 | 108043 | 03457 | 2591316 | 0 | 140381 | 22197629 | 3269388 | 526941 | 396019 | 229999 | 26328 | 64165 | 50043 | 273629 | 38495705 | 725918 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
187 | 436329062 | 66922847 | 7985676 | 617234 | 2439078 | 644435 | 2547927 | 03206 | 16962 | 04337 | 923902 | 41163 | 02833 | 00921 | 2868 | 00392 | 164437 | 01311 | 146909 | 21092 | 05635 | 65571 | 28191 | 65259 | 0129 | 19397 | 210028 | 96685 | 679347 | 1438193 | 381735 | 573865 | 1120289 | 351393 | 560384 | 07834 | 77932 | 16007 | 832386 | 9428972 | 95666 | 02862 | 2558507 | 0 | 137795 | 21471216 | 3203411 | 513796 | 351388 | 210028 | 22924 | 61948 | 45072 | 260426 | 362687875 | 679432 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
188 | 501372383 | 95002676 | 11072416 | 874043 | 2768458 | 793734 | 3877832 | 054 | 29896 | 08711 | 1749341 | 63047 | 04237 | 01614 | 45048 | 00576 | 266934 | 02751 | 254808 | 33581 | 11483 | 116314 | 47645 | 117959 | 02106 | 23658 | 311449 | 160278 | 928444 | 2065771 | 479206 | 796619 | 1284231 | 57049 | 680104 | 12084 | 15013 | 18094 | 1118042 | 11645947 | 156587 | 05675 | 2982958 | 0 | 165942 | 26774353 | 3777099 | 60786 | 570481 | 31145 | 39399 | 75651 | 69859 | 328078 | 4754195 | 928561 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
189 | 523637695 | 104034453 | 12072527 | 956702 | 2916008 | 842744 | 4167044 | 05883 | 32656 | 09606 | 1985091 | 67655 | 04539 | 01764 | 48284 | 00617 | 287929 | 03064 | 27834 | 36452 | 12669 | 1272988 | 51503 | 131369 | 02272 | 25034 | 337313 | 175369 | 992318 | 2227886 | 508499 | 855748 | 1345992 | 62293 | 717929 | 13127 | 166414 | 18898 | 119647 | 12334379 | 171111 | 06304 | 3133279 | 0 | 175412 | 28390537 | 3974153 | 640067 | 622921 | 337314 | 43259 | 80114 | 75957 | 347433 | 51024665 | 992444 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
190 | 510116523 | 105199639 | 12180325 | 967191 | 2904136 | 839198 | 4224749 | 06001 | 33353 | 09845 | 2040769 | 68646 | 04596 | 01802 | 48999 | 00624 | 292772 | 03148 | 284094 | 3712 | 12995 | 1300601 | 52435 | 134568 | 02311 | 24926 | 340637 | 178174 | 995043 | 2244696 | 507615 | 860476 | 1315009 | 632154 | 706271 | 13217 | 170289 | 18612 | 1197995 | 12214474 | 173678 | 06459 | 3084567 | 0 | 172719 | 28165559 | 3930524 | 635055 | 632145 | 340638 | 44031 | 79843 | 76889 | 348596 | 5106909 | 995166 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
191 | 503891562 | 105700977 | 12230387 | 971735 | 2924994 | 840322 | 4249734 | 06046 | 33593 | 09908 | 2059337 | 69077 | 04623 | 01816 | 49265 | 00628 | 29454 | 0317 | 286142 | 3742 | 13082 | 1310098 | 52735 | 135682 | 02325 | 24989 | 342152 | 17907 | 997955 | 2253701 | 509089 | 863755 | 1304632 | 635239 | 702278 | 1323 | 171288 | 18576 | 1200693 | 12188588 | 174473 | 06498 | 3074044 | 0 | 171926 | 28131846 | 3927404 | 635797 | 63523 | 342154 | 44262 | 80042 | 77244 | 35068 | 51178825 | 998079 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
192 | 544858086 | 105312734 | 12261509 | 968791 | 3082353 | 871822 | 4221925 | 05895 | 3254 | 09418 | 1931802 | 68663 | 04611 | 01759 | 48831 | 00628 | 289827 | 02983 | 277625 | 36816 | 12417 | 1266768 | 51581 | 129416 | 02285 | 26099 | 341898 | 175032 | 1015488 | 2266757 | 528848 | 875917 | 1409757 | 623227 | 74485 | 13146 | 163151 | 19814 | 1228818 | 1279431 | 170967 | 06161 | 3283715 | 0 | 182207 | 29432878 | 4166435 | 671874 | 623218 | 341899 | 4297 | 83736 | 76476 | 362433 | 52152005 | 1015614 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
193 | 476778438 | 77749429 | 9209822 | 71653 | 2644341 | 714915 | 2986949 | 0384 | 20618 | 05523 | 1184799 | 4813 | 03304 | 01118 | 3385 | 00455 | 195686 | 01705 | 177915 | 24792 | 07193 | 799032 | 33978 | 81425 | 01538 | 21429 | 244699 | 116469 | 772873 | 1659478 | 424661 | 655869 | 1226457 | 42068 | 620931 | 09251 | 98658 | 17364 | 943539 | 1048174 | 11484 | 0366 | 2803787 | 0 | 152545 | 23913462 | 3514915 | 563255 | 420673 | 2447 | 27938 | 68472 | 53193 | 289938 | 4102799 | 77297 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
194 | 449196914 | 6732082 | 8041113 | 620969 | 2439078 | 64876 | 2547578 | 03197 | 16921 | 04334 | 923512 | 41112 | 02833 | 00919 | 28676 | 00392 | 164308 | 01309 | 146596 | 21014 | 05627 | 654148 | 28182 | 65177 | 01289 | 1954 | 211103 | 97073 | 683947 | 1446197 | 384249 | 577074 | 1148655 | 352918 | 572572 | 07935 | 78124 | 16201 | 839693 | 9574733 | 96115 | 02868 | 2602206 | 0 | 140654 | 21776494 | 3243127 | 51826 | 352913 | 211104 | 2301 | 62359 | 45286 | 260426 | 36511305 | 684033 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
195 | 492119414 | 94837139 | 11046455 | 872464 | 2768458 | 790245 | 3878569 | 05419 | 29981 | 08717 | 1750161 | 63155 | 04237 | 01619 | 45056 | 00576 | 267203 | 02753 | 255463 | 33744 | 115 | 1166415 | 47664 | 118123 | 02108 | 23562 | 310663 | 159977 | 925157 | 2060046 | 477474 | 794333 | 1266519 | 569321 | 672527 | 12013 | 149954 | 17957 | 111318 | 11553611 | 156247 | 05669 | 2955917 | 0 | 164188 | 26580769 | 3751902 | 605308 | 569313 | 310664 | 39332 | 75391 | 69701 | 328078 | 47305865 | 925272 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
196 | 484653867 | 10296874 | 11918015 | 946649 | 2916008 | 826995 | 4169432 | 05945 | 32932 | 09625 | 198776 | 68005 | 04539 | 01781 | 48312 | 00617 | 288806 | 03071 | 280473 | 36984 | 12725 | 1283649 | 51565 | 131915 | 02279 | 24608 | 334006 | 174135 | 978106 | 2203459 | 500962 | 84597 | 1263255 | 618126 | 682209 | 12818 | 165747 | 1832 | 1174615 | 11907894 | 169742 | 06282 | 3006566 | 0 | 167021 | 27497097 | 3858349 | 627449 | 618117 | 334007 | 42983 | 789 | 75296 | 347433 | 5005759 | 978228 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
197 | 468224805 | 104244414 | 12032341 | 958103 | 2904137 | 821897 | 422726 | 06066 | 33644 | 09866 | 2043577 | 69014 | 04596 | 01819 | 49028 | 00624 | 293694 | 03156 | 286336 | 37679 | 13053 | 1311811 | 52501 | 135152 | 02318 | 24466 | 337149 | 17687 | 979621 | 2218662 | 499595 | 850125 | 1234175 | 62706 | 670483 | 12907 | 169587 | 18011 | 1175305 | 11787462 | 172309 | 06436 | 2957863 | 0 | 16429 | 27267686 | 3813175 | 621633 | 627051 | 33715 | 43739 | 7855 | 76188 | 348596 | 5001863 | 979742 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
198 | 479718555 | 105501494 | 12184573 | 969713 | 2924994 | 830722 | 4251681 | 06096 | 33818 | 09924 | 2061509 | 69362 | 04623 | 01829 | 49288 | 00628 | 295254 | 03177 | 287877 | 37853 | 13127 | 1318775 | 52786 | 136138 | 0233 | 24722 | 339983 | 17827 | 989069 | 223816 | 504376 | 857595 | 1256544 | 632121 | 682547 | 13052 | 170824 | 18256 | 1187483 | 11956486 | 173687 | 06482 | 3003143 | 0 | 167123 | 27632395 | 3862603 | 628598 | 632112 | 339984 | 44081 | 79275 | 7682 | 35068 | 50560935 | 989193 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
199 | 507036484 | 104535312 | 12142426 | 961406 | 3082353 | 858174 | 4223745 | 05942 | 3275 | 09433 | 1933838 | 6893 | 04611 | 01771 | 48852 | 00628 | 290496 | 02989 | 279251 | 37221 | 12459 | 1274894 | 51628 | 129845 | 0229 | 25677 | 338464 | 173757 | 100186 | 2242014 | 521251 | 865957 | 1332349 | 6183 | 711733 | 12865 | 162439 | 19304 | 1207363 | 12399872 | 169653 | 06138 | 3164822 | 0 | 174296 | 28594998 | 4056819 | 659559 | 618291 | 338465 | 42685 | 82476 | 75798 | 362433 | 51316645 | 1001985 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
200 | 4291425 | 76164351 | 8988975 | 701649 | 2644341 | 69841 | 2988514 | 03881 | 208 | 05536 | 1186551 | 48359 | 03304 | 01128 | 33869 | 00455 | 196261 | 0171 | 179314 | 25141 | 07229 | 806025 | 34018 | 81792 | 01542 | 20903 | 240651 | 114987 | 755704 | 1629651 | 415406 | 643947 | 1134162 | 414897 | 581117 | 08912 | 97879 | 16707 | 917784 | 10004016 | 113266 | 03634 | 2660045 | 0 | 143129 | 22901084 | 3381587 | 547889 | 414891 | 240652 | 27609 | 6696 | 5239 | 289938 | 40087695 | 755798 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
201 | 414913398 | 65957471 | 7858538 | 608232 | 2439078 | 636319 | 2548572 | 03223 | 17036 | 04342 | 924622 | 41258 | 02833 | 00925 | 28687 | 00392 | 164673 | 01313 | 147484 | 21235 | 0565 | 658584 | 28208 | 65411 | 01292 | 19164 | 208241 | 96034 | 671511 | 1425056 | 37767 | 568637 | 108115 | 348847 | 544025 | 07686 | 77587 | 15712 | 821387 | 923062 | 94962 | 02851 | 2498573 | 0 | 133927 | 21047625 | 3147417 | 507205 | 348842 | 208242 | 22779 | 61267 | 4472 | 260426 | 358340475 | 671595 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
202 | 484641602 | 94245527 | 10974386 | 866995 | 2768458 | 786479 | 3878844 | 05426 | 30012 | 08719 | 1750471 | 63195 | 04237 | 01621 | 45059 | 00576 | 267304 | 02754 | 255709 | 33806 | 11506 | 1167649 | 47671 | 118194 | 02108 | 23475 | 310002 | 159724 | 922319 | 2055047 | 47591 | 792294 | 1251418 | 568361 | 665434 | 11951 | 149825 | 17832 | 110881 | 11466925 | 155951 | 05664 | 2930829 | 0 | 162593 | 26401084 | 3728215 | 602018 | 568353 | 310003 | 39276 | 75082 | 69565 | 328078 | 4714359 | 922434 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
203 | 524579883 | 103643984 | 12030052 | 953135 | 2916008 | 841569 | 4167108 | 05885 | 32664 | 09606 | 1985165 | 67664 | 04539 | 01765 | 48285 | 00617 | 287954 | 03064 | 278399 | 36466 | 12671 | 127328 | 51504 | 131387 | 02272 | 2504 | 337379 | 175373 | 992427 | 222814 | 50859 | 855841 | 1346991 | 622978 | 717404 | 13121 | 166412 | 18877 | 119658 | 1232666 | 171078 | 06304 | 3132526 | 0 | 175415 | 2838125 | 3973052 | 63948 | 622969 | 33738 | 4326 | 80072 | 75962 | 347433 | 51032785 | 992551 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
204 | 511148203 | 104983652 | 12156962 | 96522 | 2904136 | 83969 | 4224742 | 06 | 33352 | 09845 | 2040759 | 68645 | 04596 | 01802 | 48999 | 00624 | 29277 | 03148 | 284088 | 37119 | 12995 | 1300573 | 52435 | 134568 | 02311 | 24937 | 340702 | 1782 | 995457 | 2245244 | 507761 | 860647 | 1322636 | 632255 | 708996 | 1324 | 170309 | 18644 | 1198981 | 12245485 | 17375 | 0646 | 3094034 | 0 | 17339 | 28227639 | 3937558 | 635277 | 632246 | 340703 | 44037 | 79851 | 76903 | 348596 | 51117265 | 995579 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
205 | 494995859 | 105593164 | 12213384 | 970708 | 2924994 | 836909 | 4250807 | 06073 | 33717 | 09917 | 2060536 | 69234 | 04623 | 01823 | 49278 | 00628 | 294934 | 03174 | 287099 | 37659 | 13107 | 1314885 | 52763 | 135933 | 02328 | 24896 | 341294 | 178758 | 994849 | 2247889 | 507336 | 861401 | 1290197 | 63403 | 696845 | 13174 | 171097 | 18484 | 1196221 | 12124623 | 174204 | 06491 | 3053715 | 0 | 170566 | 27986409 | 3908074 | 633372 | 634021 | 341295 | 44191 | 7976 | 77082 | 35068 | 5095164 | 994974 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
206 | 533839492 | 105399277 | 12268152 | 969559 | 3082353 | 868282 | 4223143 | 05927 | 32681 | 09428 | 1933169 | 68842 | 04611 | 01767 | 48845 | 00628 | 290276 | 02987 | 278716 | 37088 | 12445 | 1272224 | 51613 | 129701 | 02289 | 25984 | 340876 | 174655 | 1011827 | 2259645 | 526642 | 872963 | 1389777 | 621783 | 73623 | 13072 | 16294 | 19688 | 1222822 | 1269275 | 170617 | 06154 | 325282 | 0 | 180165 | 29213418 | 4137359 | 668422 | 621774 | 340877 | 42887 | 8338 | 76277 | 362433 | 51923385 | 1011953 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
207 | 476864883 | 78021787 | 9246307 | 719074 | 264434 | 714709 | 29872 | 03847 | 20648 | 05525 | 1185081 | 48167 | 03304 | 01119 | 33853 | 00455 | 195779 | 01706 | 178141 | 24848 | 07199 | 800158 | 33984 | 81486 | 01538 | 21434 | 244698 | 116473 | 772916 | 1659636 | 424712 | 655914 | 1228626 | 420697 | 622412 | 09258 | 98655 | 17381 | 943971 | 10499733 | 114868 | 0366 | 2808427 | 0 | 152862 | 23945813 | 3518981 | 563534 | 420692 | 244699 | 27939 | 68471 | 53196 | 289938 | 410243825 | 773013 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
208 | 445999766 | 67436274 | 8055095 | 622036 | 2439078 | 647313 | 2547833 | 03203 | 16951 | 04336 | 923798 | 41149 | 02833 | 0092 | 28679 | 00392 | 164402 | 0131 | 146825 | 21071 | 05632 | 655291 | 28189 | 65236 | 0129 | 19511 | 210848 | 96985 | 682725 | 144446 | 383743 | 576418 | 1147303 | 352557 | 572922 | 07924 | 78064 | 16174 | 8389 | 957679 | 96043 | 02866 | 2601999 | 0 | 140683 | 21772288 | 324213 | 517981 | 352552 | 210848 | 22989 | 62288 | 45239 | 260426 | 36424665 | 68281 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
209 | 472785469 | 94697012 | 11016262 | 871061 | 2768458 | 782554 | 3880029 | 05457 | 3015 | 08729 | 1751794 | 63369 | 04237 | 01629 | 45073 | 00576 | 267739 | 02758 | 256767 | 3407 | 11533 | 1172938 | 47702 | 118459 | 02112 | 23355 | 309061 | 15941 | 918105 | 2048412 | 473864 | 789717 | 1228873 | 567064 | 657733 | 11875 | 149655 | 17703 | 1103238 | 11378469 | 155665 | 05659 | 29018 | 0 | 160579 | 26201936 | 370263 | 599743 | 567056 | 309062 | 39205 | 74827 | 69392 | 328078 | 46811125 | 918219 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
210 | 481044219 | 103465703 | 11973818 | 951203 | 2916008 | 82403 | 4170384 | 0597 | 33042 | 09633 | 198882 | 68144 | 04539 | 01787 | 48323 | 00617 | 289155 | 03074 | 281319 | 37195 | 12746 | 1287882 | 51589 | 132149 | 02281 | 24572 | 33382 | 17407 | 976532 | 2201805 | 500478 | 845425 | 1259823 | 61784 | 680867 | 12798 | 165711 | 18271 | 1173432 | 11894218 | 169705 | 06281 | 3002022 | 0 | 166683 | 27464414 | 3854222 | 626511 | 617832 | 333821 | 42967 | 78818 | 75257 | 347433 | 49911685 | 976655 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
211 | 479501172 | 104780957 | 12105438 | 963125 | 2904136 | 825715 | 4227133 | 06062 | 33629 | 09865 | 2043438 | 68995 | 04596 | 01818 | 49026 | 00624 | 293649 | 03156 | 286225 | 37652 | 1305 | 1311259 | 52498 | 135136 | 02317 | 2459 | 338057 | 177207 | 983584 | 2225571 | 501779 | 852924 | 1257601 | 628373 | 681487 | 12991 | 169748 | 18172 | 1181753 | 11918835 | 172677 | 06441 | 2996377 | 0 | 166857 | 2753863 | 3848744 | 625447 | 628365 | 338058 | 43813 | 78881 | 76372 | 348596 | 5026754 | 983707 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
212 | 489967422 | 105643008 | 12211602 | 971102 | 2924994 | 834542 | 4251039 | 0608 | 33744 | 09919 | 2060797 | 69268 | 04623 | 01824 | 4928 | 00628 | 29502 | 03175 | 287309 | 37711 | 13112 | 1315934 | 52769 | 135992 | 02328 | 24834 | 340863 | 178589 | 992845 | 2244516 | 506305 | 860082 | 1276818 | 633396 | 69037 | 13126 | 171006 | 18396 | 1192815 | 12048998 | 174011 | 06488 | 3031837 | 0 | 169049 | 27833271 | 3888593 | 631364 | 633387 | 340864 | 44153 | 79569 | 76991 | 35068 | 50818255 | 992968 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
15010134101 | 2907447588 | 338906633 | 26749425 | 86653198 | 24300952 | 116121122 | 161073 | 886044 | 254096 | 52666292 | 1887825 | 126966 | 47921 | 1339128 | 17312 | 7931596 | 80409 | 7568148 | 1010458 | 334775 | 34482032 | 140709 | 3529457 | 62521 | 725221 | 9364562 | 4766655 | 28009183 | 62249139 | 14646134 | 24095161 | 38918082 | 16994929 | 205379 | 358933 | 4410037 | 555377 | 3383826 | 353637793 | 4660906 | 166325 | 91011697 | 0 | 5030087 | 813094019 | 115656819 | 18679581 | 16994688 | 936459 | 1168126 | 2322596 | 2090508 | 10087629 | 14479505425 | 28012676 |
Impact of Speed by Pollutant
and Vehicle Type
Fuel Gasoline
9
Impact of Speed by Pollutant
and Vehicle Type
Fuel Diesel
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 10
Improved Representation of Speeds in SMOKE-MOVES
bull New Feature in SMOKE-MOVES Average Speed Fraction by Distance (ASD) Emissions estimated for each of 16 speed bins (SPD)
Traveled Distance (TD)spd = Speed (mph)spd ASFspd
ASDspd = TDspd Sums of TD
ASD is function of
int (FIPS SCC WeekdayWeekend Hour of day Speed)
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 11
Difference in July NOx
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 12
Difference in July PM25
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 13
Difference in July VOC
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 14
Comparison between Interpolation vs ASD
bull July Monthly Total Emissions Comparison
Percent Difference [] (ASD ndash ORG)ORG 100
bull PM10 and PM25 Model Species Reduction -2 ~ -10
bull Gas Model Species All Increases ranging from 0 to 7
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 15
RPD_ORG_domain_daily_total7
RPD_Full_ASD_domain_daily_total
RPD_Gasoline_ASD
Full_AvgSpeedFrac_Org_compariso
1
2
3
4
5
6
7
A
B
CO
Original
150101341
ASD (Gasoline)
1571406723
ASD (All Fuels)
1575032492
5
Gasoline ASD
5
Findings on Using ASD
bull Why are NOx emissions increased with ASD application
bull More lower speed bins are included when computing emissions with the ASD approach
bull Why are PM25 emissions decreased with ASD in cities while increased in highwaysbull The single NEI average speed assigned for urban roads was relatively lower than used in ASDbull The single NEI average speed assigned for rural roads was relatively higher than ASD
bull Why do VOC emissions show different patterns between Dallas and Phoenixbull Most of metro cities show relatively lower estimated VOC while Dallas TX and Phoenix AZ show
increasesbull Higher average speed for urban unrestricted roads from Dallas and Phoenixbull Higher contribution of urban unrestricted roads from Dallas and Phoenix bull Contributions of road and vehicle types by region andor average speed played a key role
ASD approach is a better representation of actual driving patterns by road type
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 16
NOx Humidity Correction
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 17
Humidity impacts NOx emissionsbull Spark-Ignition engines
bull Compression Ignition Diesel
The NOx Humidity Correction Equation differs by fuel Type
1 Gasoline Ethanol and CNG2 Diesel
Compute the Correction Using1 MOVES Model (Month-humiditycounty)
2 SMOKE-MOVES Integration ToolThe humidity correction equation has been coded into the latest version of SMOKE-MOVES thus allowing the adjustment to be applied according to hourly changes in humidity instead of seasonal averages
Percent Change on RPD NO2
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 18
January 1 2014 July 1 2014
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 18
Percent Change in Monthly Total NOx(January and July)
19International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019)
January July
New Jersey NOx Correction Sensitivity Runs
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 20
To assess the true impacts of NOx humidity correction perform the sensitivity runs based on the following MOVES EFs
1 MOVES Native MOVES EFs without NOx Correction
2 MOVES-NOx MOVES EFs with NOx Correction applied by MOVES
3 SMOKE-MOVES MOVES EFs with NOx Correction applied by SMOKE-MOVES
New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 21
NJ Monthly Total NOx Changes between the Methods
RPD MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 3590 4701 31 4252 18July 4517 4961 10 4354 -4
RPV MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 1127 1115 -1 1390 23July 870 866 0 832 -4
RPH MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 100 114 14 115 15July 128 128 -1 124 -3
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 22
Findings from the NJ NOx Humidity Adjustment
bull Significant Impacts to NOx emissions for RPD RPV and RPH processesbull US western regions with lower humidity will see an increase of NOxbull US eastern regions with higher humidity will see a decrease in NOxbull The Winter drier season (January) shows the significant increases of
NOx from all processesbull Summer season (July) shows up to 4 decrease of NOx from all
processesbull RPD NOx MOVES-NOx case shows higher impacts compared to
SMOKE-MOVES casebull These findings are limited to New Jersey stateInternational Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 23
Spatial Allocation using Spatial Surrogates
bull Spatial allocation is the process of mapping county-level emissions inventory data to modeling grid cells
bull We do this using spatial surrogates - each has a unique code (ID)bull There are more than 60 surrogates currently used ndash eg Population (100) Total agriculture
(310) Railroad Density (261) Offshore shipping (806) Urban unrestricted daily VMT (222) Gas well count (698)
bull Surrogates have been created using the Surrogate Tool (from wwwcmascenterorg)
bull Value = sum of attribute in grid cellsum of attribute in county
bull Values sum to 1 for each county province
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 24
New Postgres Spatial Surrogate Tool
bull Written in the PostgreSQL and PostGIS database languagebull Released on June 30 2019 bull Download from CMAS Center Spatial Allocator Github Repository
httpsgithubcomCMASCenterSpatial-Allocator
bull PostgreSQL uses a 3-tier hierarchy for data storage database schema and table A single query can access multiple tables and multiple schemas but only one database
bull Requires ReadCreateUpdateInsert access for databasesbull Supports multicore-Processing for Multiple Jobs running in parallel
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 25
Steps performed in the PG Surrogate Tool
Create a modeling domain table and insert it into the PostgreSQL Database
Load the geographic boundaries data shapefile and then reproject them to match the output modeling domain
Overlay with geographic boundaries and then calculate the attribute value in the county (ie surrogate denominator)
Overlay grid modeling domain and compute the gridded surrogate weight (ie the numerator)
Generate Surrogates using the Surrogate Tool input files
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 26
SMOKE v47 Public Release
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 27
bull Plan to release in 2019
bull Average Speed Distribution
bull NOx Humidity Correction
bull A few bug fixes and minor updates
bull Future Updatesbull New Rate-Per-Start (RPS) Process
bull New Off-network Idling (ONI) Process
Acknowledgement
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 28
bull US EPA Office of Air Quality Planning and Standard (OAQPS)bull US EPA Office of Transportation Air Quality (OTAQ)bull US EPA Office of Research Development (ORD)
Road Types Distribution by Region
Average Speed by Road type
Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
- SMOKE version 47Recent Enhancements
- Outline
- Slide Number 3
- Background on Speeds in MOVES and SMOKE-MOVES
- Examples of Average Speed Distributions
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Unrestricted)
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Restricted)
- Impact of Speed by Pollutant and Vehicle TypeFuel Gasoline
- Impact of Speed by Pollutant and Vehicle TypeFuel Diesel
- Improved Representation of Speeds in SMOKE-MOVES
- Difference in July NOx
- Difference in July PM25
- Difference in July VOC
- Comparison between Interpolation vs ASD
- Findings on Using ASD
- NOx Humidity Correction
- Percent Change on RPD NO2
- Percent Change in Monthly Total NOx(January and July)
- New Jersey NOx Correction Sensitivity Runs
- New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
- NJ Monthly Total NOx Changes between the Methods
- Findings from the NJ NOx Humidity Adjustment
- Spatial Allocation using Spatial Surrogates
- New Postgres Spatial Surrogate Tool
- Steps performed in the PG Surrogate Tool
- SMOKE v47 Public Release
- Acknowledgement
- Road Types Distribution by Region
- Slide Number 29
- Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
-
CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Original | 15010134101 | 2907447588 | 338906633 | 26749425 | 86653198 | 24300952 | 116121122 | 161073 | 886044 | 254096 | 52666292 | 1887825 | 126966 | 47921 | 1339128 | 17312 | 7931596 | 80409 | 7568148 | 1010458 | 334775 | 34482032 | 140709 | 3529457 | 62521 | 725221 | 9364562 | 4766655 | 28009183 | 62249139 | 14646134 | 24095161 | 38918082 | 16994929 | 205379 | 358933 | 4410037 | 555377 | 3383826 | 353637793 | 4660906 | 166325 | 91011697 | 0 | 5030087 | 813094019 | 115656819 | 18679581 | 16994688 | 936459 | 1168126 | 2322596 | 2090508 | 10087629 | 14479505425 | 28012676 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Gasoline) | 15714067229 | 2942955836 | 34523952 | 27094175 | 91549482 | 24531355 | 101520281 | 157712 | 861844 | 246051 | 51741275 | 1680449 | 109977 | 47109 | 1142159 | 15352 | 7089862 | 78889 | 7372724 | 1005657 | 327875 | 33865345 | 124571 | 3421284 | 55828 | 741228 | 9317945 | 4721529 | 28775363 | 62283709 | 14706694 | 23988876 | 39068661 | 1687309 | 206461 | 362124 | 4353162 | 586302 | 33867757 | 354224062 | 4615621 | 164092 | 91435955 | 0 | 5059242 | 814519902 | 116029701 | 18778919 | 16872852 | 9317974 | 1157574 | 2320375 | 2078251 | 990182 | 14559761825 | 28778949 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (All Fuels) | 1575032492 | 3008455449 | 351116241 | 27682287 | 92299436 | 24715968 | 99267828 | 155072 | 845207 | 239811 | 512493 | 1645236 | 107479 | 46259 | 1111954 | 1509 | 6922635 | 76963 | 7235403 | 992784 | 319808 | 33228736 | 1212689 | 3359175 | 54493 | 743159 | 9349364 | 4737588 | 28828492 | 62511012 | 14763057 | 2407931 | 39179182 | 16921876 | 20706272 | 363329 | 4367819 | 588024 | 33990128 | 355575715 | 4631961 | 164646 | 91728656 | 0 | 5080389 | 817447675 | 116450563 | 18849431 | 16921638 | 9349393 | 1161079 | 232903 | 2084828 | 9959974 | 14719855875 | 28832085 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
5 | 3 | 4 | 3 | 7 | 2 | -15 | -4 | -5 | -6 | -3 | -13 | -15 | -3 | -17 | -13 | -13 | -4 | -4 | -2 | -4 | -4 | -14 | -5 | -13 | 2 | -0 | -1 | 3 | 0 | 1 | -0 | 1 | -0 | 1 | 1 | -1 | 6 | 0 | 1 | -1 | -1 | 1 | 1 | 1 | 1 | 1 | -0 | -0 | -1 | 0 | -0 | -1 | 2 | 3 | 7 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Gasoline ASD | 5 | 2 | 3 | 2 | 6 | 2 | -12 | -1 | -2 | -2 | -0 | -10 | -13 | -1 | -14 | -11 | -10 | -0 | -1 | 1 | -1 | -1 | -11 | -2 | -10 | 3 | 0 | 0 | 3 | 1 | 1 | 0 | 1 | 0 | 1 | 2 | 0 | 6 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | -1 | 1 | 3 | 6 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
0 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Diff (Full-Gasoline) | 0 | 1 | 1 | 1 | 0 | 0 | -3 | -3 | -3 | -4 | -3 | -3 | -3 | -3 | -3 | -2 | -3 | -4 | -3 | -2 | -4 | -3 | -3 | -3 | -3 | -0 | -1 | -1 | -1 | -0 | -0 | -0 | 0 | -1 | -0 | -1 | -1 | -0 | -0 | -0 | -1 | -1 | -0 | 0 | -0 | -0 | -0 | -1 | -1 | -1 | -0 | -1 | -0 | 0 | -1 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
CO | NOx | NH3 | SO2 | TOG | PM25 | PM10 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
(tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Original | 150101341 | 32731036 | 866532 | 243010 | 16933473 | 1137931 | 2299143 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Gasoline) | 157140672 | 33152895 | 915495 | 245314 | 16968671 | 1104651 | 2119854 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (All Fuels) | 157503249 | 33872540 | 922994 | 247160 | 17029036 | 1088181 | 2080859 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
CO | NOx | NH3 | SO2 | TOG | PM25 | PM10 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Gasoline) | 469 | 129 | 565 | 095 | 021 | -292 | -780 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Others) | 024 | 220 | 087 | 076 | 036 | -145 | -170 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (All Fuels) | 493 | 349 | 652 | 171 | 056 | -437 | -949 |
Day | CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
UNIT | (tonday) | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
182 | 550228438 | 106327295 | 12410016 | 978376 | 3097526 | 85524 | 3692358 | 05828 | 32164 | 09439 | 1982122 | 60979 | 03982 | 01755 | 41794 | 00553 | 261122 | 0305 | 274533 | 36658 | 1258 | 1265575 | 4634 | 129277 | 02059 | 25658 | 338348 | 175479 | 1023254 | 2244247 | 512582 | 857433 | 1360711 | 624383 | 725661 | 13351 | 16641 | 19963 | 120452 | 12423053 | 171219 | 06304 | 3162733 | 0 | 177475 | 28598484 | 4002465 | 645216 | 624374 | 338349 | 43329 | 8035 | 7617 | 34333 | 5168692 | 1023382 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
183 | 537367266 | 107724248 | 12543879 | 99099 | 3086094 | 853578 | 3744655 | 05947 | 32867 | 09677 | 2037892 | 61899 | 04033 | 01794 | 42427 | 0056 | 265664 | 03135 | 280343 | 3735 | 12907 | 1293568 | 4721 | 132473 | 02095 | 25534 | 34151 | 178267 | 1025632 | 2260251 | 511359 | 861772 | 1335793 | 633489 | 71717 | 13467 | 170305 | 19717 | 1206267 | 12340176 | 173879 | 0646 | 3123234 | 0 | 175384 | 28436658 | 3965202 | 640552 | 63348 | 341511 | 44099 | 80049 | 77084 | 344469 | 51792735 | 1025761 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
184 | 524232656 | 108102021 | 12573835 | 994349 | 3108055 | 85305 | 3767189 | 05994 | 33115 | 0974 | 2056552 | 62309 | 04057 | 01808 | 4266 | 00563 | 267326 | 03158 | 282457 | 37673 | 12996 | 1303459 | 47485 | 133593 | 02108 | 2553 | 342449 | 178968 | 1026431 | 2265315 | 511591 | 863441 | 1307699 | 635817 | 706542 | 13426 | 171203 | 19604 | 1205115 | 12236018 | 174441 | 06495 | 3088286 | 0 | 172944 | 28236355 | 3940969 | 639273 | 635808 | 34245 | 44287 | 80072 | 77332 | 346535 | 51760745 | 1026559 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
185 | 437339414 | 70771494 | 8430392 | 65261 | 2554665 | 652835 | 2392714 | 03426 | 18156 | 04714 | 1041036 | 39547 | 02628 | 00995 | 26535 | 0037 | 159446 | 01477 | 156552 | 2268 | 06248 | 708848 | 27222 | 71044 | 01251 | 19986 | 220149 | 103124 | 716232 | 1503063 | 390475 | 594014 | 1100178 | 373981 | 558361 | 08258 | 8558 | 1646 | 856388 | 9494965 | 101737 | 03162 | 25514 | 0 | 13759 | 21687227 | 3218595 | 520092 | 373975 | 220149 | 24651 | 62911 | 47591 | 266073 | 371353675 | 716321 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
186 | 460356602 | 75525146 | 89922 | 696409 | 2660844 | 68376 | 2451797 | 0365 | 19389 | 05116 | 1124364 | 40572 | 02684 | 01066 | 26904 | 0038 | 164732 | 01612 | 167406 | 24129 | 06793 | 760597 | 28117 | 76034 | 01292 | 20873 | 232237 | 110239 | 760722 | 158538 | 405862 | 6223 | 113102 | 399241 | 579222 | 0885 | 93215 | 1735 | 896304 | 9833908 | 108414 | 03457 | 2628309 | 0 | 142595 | 22488223 | 3317278 | 536958 | 399235 | 232238 | 26484 | 6489 | 50509 | 269704 | 391283325 | 760819 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
187 | 466285391 | 69133882 | 8308881 | 638114 | 2586251 | 657368 | 220898 | 03192 | 16728 | 04223 | 9228 | 36568 | 02434 | 00921 | 24083 | 00347 | 145739 | 01304 | 145002 | 21461 | 05594 | 65467 | 24551 | 63994 | 01141 | 20251 | 212738 | 97384 | 716428 | 1467955 | 390705 | 581838 | 1133723 | 355243 | 570318 | 08076 | 78022 | 17219 | 848486 | 957288 | 96154 | 02862 | 2602307 | 0 | 140342 | 21817073 | 3261166 | 525695 | 355238 | 212738 | 2311 | 62861 | 45632 | 256768 | 36921515 | 716518 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
188 | 523764766 | 97053799 | 11373191 | 893421 | 2940655 | 804798 | 3429014 | 05337 | 29384 | 08549 | 1746069 | 56685 | 03711 | 01602 | 38916 | 00516 | 241472 | 02737 | 250839 | 33684 | 11389 | 1154287 | 4276 | 115886 | 01903 | 24235 | 312337 | 160363 | 957381 | 2080614 | 482827 | 797937 | 129134 | 571776 | 685173 | 1228 | 150133 | 19081 | 1124692 | 11702819 | 156628 | 05675 | 3002134 | 0 | 167319 | 2691479 | 3796972 | 612161 | 571769 | 312338 | 39463 | 75852 | 70045 | 324192 | 48103885 | 9575 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
189 | 54623043 | 106160977 | 12384537 | 976795 | 3097526 | 854208 | 3691883 | 05815 | 32109 | 09435 | 198159 | 60909 | 03982 | 01752 | 41788 | 00553 | 260946 | 03049 | 274107 | 36551 | 12569 | 1263441 | 46327 | 129164 | 02058 | 25616 | 338089 | 175413 | 102192 | 2242275 | 51188 | 856629 | 1352776 | 624083 | 722837 | 13327 | 16641 | 19913 | 1202703 | 12386981 | 171119 | 06304 | 3151343 | 0 | 176756 | 28521094 | 3992025 | 644018 | 624074 | 33809 | 43316 | 80265 | 76124 | 34333 | 5160629 | 1022047 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
190 | 53116543 | 107262646 | 12483198 | 986686 | 3086095 | 850342 | 3744031 | 05931 | 32794 | 09672 | 2037195 | 61808 | 04033 | 01789 | 4242 | 0056 | 265435 | 03133 | 279785 | 37211 | 12893 | 1290781 | 47193 | 132327 | 02094 | 25466 | 341191 | 17815 | 1023214 | 2257188 | 510354 | 860625 | 1320786 | 63301 | 710484 | 13409 | 170276 | 19584 | 1203064 | 12255844 | 173637 | 06459 | 3099321 | 0 | 17389 | 28269585 | 3943754 | 638108 | 633001 | 341192 | 44074 | 79908 | 77012 | 344469 | 5163537 | 102334 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
191 | 524891445 | 107753467 | 12531854 | 991131 | 3108055 | 851594 | 3766466 | 05976 | 33031 | 09734 | 2055744 | 62203 | 04057 | 01803 | 42652 | 00563 | 26706 | 03155 | 28181 | 37512 | 12979 | 1300229 | 47466 | 133431 | 02106 | 25532 | 342724 | 179051 | 1026228 | 2266327 | 511873 | 863958 | 131055 | 636117 | 706522 | 13422 | 171276 | 19552 | 120584 | 12230721 | 174438 | 06498 | 3089009 | 0 | 173104 | 282377 | 3940945 | 638909 | 636108 | 342725 | 44306 | 80112 | 7737 | 346535 | 51751545 | 1026356 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
192 | 570737461 | 107609492 | 12598414 | 99049 | 3272643 | 884648 | 373492 | 05831 | 32006 | 09243 | 1928432 | 61791 | 0404 | 01748 | 42185 | 00563 | 262281 | 02969 | 273462 | 36967 | 12319 | 1257919 | 4629 | 127207 | 02067 | 26783 | 343146 | 175214 | 1048995 | 2285464 | 533653 | 878332 | 1418767 | 625027 | 751191 | 13372 | 163166 | 2095 | 1237579 | 12870654 | 171085 | 06161 | 330876 | 0 | 183909 | 29619866 | 4194125 | 677781 | 625019 | 343147 | 43058 | 84065 | 76737 | 358219 | 52801195 | 1049125 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
193 | 506663906 | 80068726 | 9548708 | 738433 | 2806584 | 728293 | 2598916 | 03819 | 20323 | 05392 | 1183345 | 42814 | 02848 | 01116 | 28563 | 00403 | 174125 | 01697 | 175577 | 25164 | 07141 | 79695 | 29787 | 79926 | 01366 | 22255 | 247046 | 117042 | 809808 | 1686847 | 432682 | 662495 | 12392 | 424055 | 630282 | 09495 | 98729 | 18585 | 958029 | 10611713 | 115231 | 0366 | 2843806 | 0 | 154956 | 24225735 | 356597 | 573795 | 424049 | 247047 | 28102 | 69231 | 53682 | 285878 | 4170426 | 809909 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
194 | 480171445 | 69576348 | 8370623 | 642269 | 2586251 | 661832 | 220862 | 03183 | 16686 | 0422 | 922399 | 36515 | 02434 | 00919 | 24079 | 00347 | 145607 | 01303 | 144681 | 21381 | 05585 | 653064 | 24542 | 63909 | 0114 | 20405 | 213856 | 97785 | 721438 | 1476366 | 393351 | 585182 | 1162833 | 356827 | 582865 | 08181 | 78215 | 17426 | 856089 | 9723127 | 96615 | 02868 | 2647387 | 0 | 143289 | 22132053 | 3302294 | 530364 | 356822 | 213857 | 23198 | 63291 | 45854 | 256768 | 37170735 | 721527 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
195 | 514098984 | 96871152 | 11344727 | 891681 | 2940655 | 801348 | 3429763 | 05357 | 29471 | 08556 | 1746906 | 56795 | 03711 | 01608 | 38924 | 00516 | 241747 | 02739 | 251509 | 33851 | 11406 | 1157638 | 42779 | 116054 | 01905 | 24134 | 311534 | 160058 | 9539 | 2074731 | 481044 | 795604 | 1273647 | 570586 | 677541 | 12208 | 149956 | 1894 | 1119731 | 1160986 | 15629 | 05669 | 2974876 | 0 | 165547 | 26719587 | 3771461 | 609554 | 570578 | 311535 | 39394 | 75588 | 69885 | 324192 | 47869235 | 954016 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
196 | 505305156 | 104993555 | 12215374 | 965783 | 3097526 | 838421 | 369431 | 05878 | 3239 | 09455 | 1984311 | 61266 | 03982 | 01769 | 41816 | 00553 | 26184 | 03057 | 276279 | 37093 | 12625 | 1274303 | 46391 | 12972 | 02064 | 25168 | 334701 | 174157 | 1006782 | 2217034 | 504093 | 846615 | 1269295 | 619169 | 68661 | 13013 | 16574 | 19309 | 1180321 | 11954337 | 169739 | 06282 | 3022668 | 0 | 168233 | 27613621 | 3874032 | 631053 | 61916 | 334702 | 43036 | 79021 | 75446 | 34333 | 50636745 | 1006907 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
197 | 487192578 | 106198789 | 1231932 | 976569 | 3086095 | 83293 | 3746575 | 05997 | 33089 | 09693 | 2040039 | 62181 | 04033 | 01807 | 42449 | 0056 | 266369 | 03141 | 282057 | 37778 | 12951 | 1302141 | 47259 | 132919 | 02101 | 24983 | 337616 | 176823 | 1006779 | 2230274 | 502062 | 850018 | 1239024 | 627797 | 674126 | 13093 | 169571 | 18953 | 1179805 | 11821744 | 172253 | 06436 | 2970399 | 0 | 165316 | 2735584 | 3823971 | 6243 | 627789 | 337617 | 43776 | 78581 | 76293 | 344469 | 5057890 | 1006904 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
198 | 49923582 | 10749124 | 12476774 | 988517 | 3108055 | 841884 | 3768441 | 06027 | 3326 | 09751 | 2057948 | 62493 | 04057 | 01816 | 42675 | 00563 | 267785 | 03161 | 283573 | 37952 | 13025 | 1309041 | 47517 | 133893 | 02112 | 25249 | 340489 | 178235 | 1016675 | 2250172 | 506967 | 857609 | 1261692 | 632913 | 686379 | 1324 | 170809 | 19214 | 119222 | 11993381 | 17364 | 06482 | 3016465 | 0 | 168195 | 27726475 | 3874357 | 631441 | 632904 | 34049 | 44121 | 7932 | 76933 | 346535 | 5112771 | 1016801 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
199 | 530396289 | 106727471 | 12464324 | 982121 | 3272643 | 870772 | 3736779 | 0588 | 32221 | 09259 | 1930509 | 62063 | 0404 | 0176 | 42206 | 00563 | 262964 | 02974 | 27512 | 37381 | 12362 | 1266209 | 46338 | 127645 | 02072 | 26335 | 339601 | 173908 | 1034275 | 2259677 | 525723 | 868034 | 1339966 | 619951 | 717345 | 13083 | 16245 | 20408 | 1215419 | 12466929 | 169747 | 06138 | 3186974 | 0 | 175815 | 28761121 | 4081381 | 66499 | 619942 | 339602 | 42766 | 8276 | 76037 | 358219 | 51954275 | 1034404 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
200 | 455425312 | 78334146 | 9306249 | 722142 | 2806584 | 711532 | 2600539 | 03861 | 2051 | 05405 | 1185156 | 43051 | 02848 | 01127 | 28582 | 00403 | 174719 | 01702 | 177024 | 25525 | 07179 | 804181 | 29829 | 80305 | 01371 | 21691 | 242846 | 115519 | 791115 | 1655562 | 422963 | 650108 | 1145003 | 418067 | 589438 | 09145 | 97945 | 17882 | 931288 | 10120993 | 113626 | 03634 | 2696019 | 0 | 145283 | 23184473 | 3428287 | 557758 | 41806 | 242847 | 27762 | 67661 | 52849 | 285878 | 407508375 | 791213 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
201 | 443417891 | 68103125 | 8172311 | 628496 | 2586251 | 649292 | 2209629 | 03209 | 16803 | 04228 | 923525 | 36663 | 02434 | 00926 | 24091 | 00347 | 145977 | 01306 | 145581 | 21605 | 05609 | 657565 | 24568 | 64147 | 01143 | 20002 | 210893 | 96718 | 707931 | 1454214 | 386455 | 576435 | 1094107 | 352618 | 553628 | 07924 | 77675 | 16906 | 837111 | 9370323 | 95442 | 02851 | 2541038 | 0 | 136387 | 21383855 | 3203644 | 518849 | 352613 | 210894 | 2296 | 6216 | 45267 | 256768 | 3648849 | 708018 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
202 | 506275586 | 96245244 | 11268118 | 885893 | 2940655 | 797535 | 3430027 | 05363 | 29501 | 08558 | 1747201 | 56833 | 03711 | 01609 | 38927 | 00516 | 241844 | 0274 | 251742 | 33909 | 11412 | 1158805 | 42786 | 116122 | 01906 | 24043 | 310858 | 159801 | 950886 | 2069569 | 479431 | 793521 | 1258334 | 569606 | 670326 | 12145 | 149826 | 18808 | 111526 | 11521637 | 155989 | 05664 | 2949321 | 0 | 163923 | 26536577 | 3747289 | 606176 | 569598 | 310859 | 39338 | 7527 | 69745 | 324192 | 47705325 | 951005 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
203 | 547338828 | 105760361 | 12340909 | 973134 | 3097526 | 853094 | 369194 | 05817 | 32116 | 09435 | 1981656 | 60918 | 03982 | 01753 | 41789 | 00553 | 260968 | 03049 | 274159 | 36564 | 1257 | 1263701 | 46329 | 129181 | 02058 | 25622 | 338164 | 175419 | 1022066 | 224258 | 511993 | 85675 | 135402 | 624142 | 72237 | 13323 | 166408 | 19892 | 1202858 | 12380164 | 171091 | 06304 | 3150869 | 0 | 176772 | 28513777 | 3991186 | 643451 | 624133 | 338165 | 43318 | 80226 | 7613 | 34333 | 5161853 | 1022192 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
204 | 53254207 | 10704957 | 12460326 | 984739 | 3086095 | 850888 | 3744009 | 0593 | 32792 | 09672 | 2037167 | 61804 | 04033 | 01789 | 42419 | 0056 | 265426 | 03133 | 279763 | 37206 | 12892 | 1290673 | 47193 | 132324 | 02093 | 25481 | 34127 | 17818 | 1023754 | 2257865 | 510541 | 860838 | 1328636 | 633131 | 713306 | 13433 | 170296 | 1962 | 1204137 | 12288119 | 173712 | 0646 | 3109189 | 0 | 174584 | 28334482 | 3951195 | 638384 | 633122 | 341271 | 44081 | 79921 | 77028 | 344469 | 51686245 | 1023881 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
205 | 515619609 | 107627998 | 12512426 | 989937 | 3108055 | 848181 | 3767542 | 06004 | 33156 | 09743 | 2056946 | 62361 | 04057 | 0181 | 42664 | 00563 | 267455 | 03159 | 282771 | 37751 | 13004 | 130503 | 47494 | 133682 | 02109 | 25435 | 341849 | 178736 | 1022957 | 2260354 | 510072 | 861558 | 1295969 | 634886 | 701008 | 13366 | 171084 | 19456 | 1201267 | 12165701 | 174167 | 06491 | 3068333 | 0 | 17172 | 28089741 | 3921216 | 636421 | 634877 | 34185 | 44235 | 79825 | 77205 | 346535 | 51523755 | 1023086 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
206 | 559155352 | 107678438 | 12602854 | 991097 | 3272643 | 881082 | 373616 | 05864 | 32149 | 09254 | 1929816 | 61972 | 0404 | 01756 | 42199 | 00563 | 262735 | 02972 | 274566 | 37243 | 12348 | 1263435 | 46322 | 127496 | 0207 | 26663 | 3421 | 174831 | 1045125 | 2278138 | 531379 | 875306 | 1398521 | 623552 | 742421 | 13296 | 162955 | 20818 | 1231437 | 12767202 | 170731 | 06154 | 3277265 | 0 | 181828 | 29396121 | 416439 | 674231 | 623543 | 342101 | 42974 | 837 | 76534 | 358219 | 52570925 | 1045256 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
207 | 506870938 | 80356079 | 9587531 | 741122 | 2806584 | 728165 | 2599178 | 03826 | 20353 | 05394 | 1183638 | 42852 | 02848 | 01118 | 28566 | 00403 | 174221 | 01697 | 175811 | 25222 | 07147 | 798117 | 29794 | 79988 | 01367 | 22261 | 247053 | 117049 | 809886 | 1687054 | 432752 | 662563 | 1241587 | 424082 | 631846 | 09503 | 98727 | 18603 | 958509 | 10630759 | 115263 | 0366 | 2848736 | 0 | 155291 | 24260281 | 3570318 | 574108 | 424077 | 247054 | 28103 | 69235 | 53687 | 285878 | 41704265 | 809987 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
208 | 476776602 | 69695103 | 8385077 | 643367 | 2586251 | 660413 | 2208886 | 0319 | 16717 | 04222 | 922697 | 36554 | 02434 | 00921 | 24082 | 00347 | 145705 | 01304 | 144919 | 2144 | 05592 | 654254 | 24549 | 63971 | 01141 | 20373 | 213595 | 97696 | 720109 | 1474549 | 392821 | 584509 | 1161592 | 356457 | 583248 | 0817 | 78156 | 17397 | 855266 | 9725438 | 96542 | 02866 | 2647238 | 0 | 143323 | 22128208 | 3301278 | 530069 | 356452 | 213596 | 23177 | 63218 | 45806 | 256768 | 3708495 | 720199 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
209 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
210 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
211 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
212 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
total | 15714067229 | 2942955836 | 34523952 | 27094175 | 91549482 | 24531355 | 101520281 | 157712 | 861844 | 246051 | 51741275 | 1680449 | 109977 | 47109 | 1142159 | 15352 | 7089862 | 78889 | 7372724 | 1005657 | 327875 | 33865345 | 124571 | 3421284 | 55828 | 741228 | 9317945 | 4721529 | 28775363 | 62283709 | 14706694 | 23988876 | 39068661 | 1687309 | 206461 | 362124 | 4353162 | 586302 | 33867757 | 354224062 | 4615621 | 164092 | 91435955 | 0 | 5059242 | 814519902 | 116029701 | 18778919 | 16872852 | 9317974 | 1157574 | 2320375 | 2078251 | 990182 | 14559761825 | 28778949 |
Day | CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
UNIT | (tonday) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
182 | 550345586 | 107608145 | 12502397 | 989691 | 310828 | 856831 | 3567357 | 05658 | 31135 | 09072 | 1925412 | 59006 | 03847 | 01701 | 40203 | 00538 | 251843 | 0293 | 265952 | 35758 | 12101 | 1225573 | 44545 | 124863 | 01985 | 25582 | 336239 | 174088 | 1017571 | 2232628 | 511447 | 853645 | 1360904 | 619321 | 724954 | 13268 | 164723 | 19963 | 1200083 | 12409099 | 169924 | 06238 | 3161849 | 0 | 177483 | 28549587 | 4000557 | 64479 | 619313 | 33624 | 42945 | 802 | 7563 | 343193 | 51868765 | 1017698 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
183 | 537438633 | 109041016 | 12638774 | 100262 | 3097112 | 855209 | 3615965 | 05772 | 31804 | 09299 | 1979617 | 59866 | 03894 | 01738 | 40789 | 00544 | 256102 | 03011 | 271484 | 36421 | 12412 | 1252267 | 45359 | 12793 | 02019 | 25454 | 339312 | 176817 | 1019732 | 2248136 | 510174 | 857823 | 1335979 | 628221 | 716431 | 13381 | 168547 | 19717 | 120164 | 12325565 | 17253 | 06391 | 3122314 | 0 | 175391 | 28385635 | 396321 | 640107 | 628212 | 339313 | 43698 | 79893 | 76522 | 344328 | 51979475 | 1019861 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
184 | 524297539 | 109431494 | 12669756 | 1006093 | 3119112 | 854717 | 3637993 | 05818 | 32046 | 0936 | 1998384 | 60268 | 03917 | 01752 | 41016 | 00547 | 257721 | 03033 | 273546 | 36738 | 12498 | 126191 | 45626 | 129037 | 02032 | 2545 | 340238 | 17751 | 102049 | 2253131 | 510399 | 859472 | 1307884 | 630517 | 705801 | 13339 | 169436 | 19604 | 1200464 | 12221405 | 173084 | 06426 | 3087361 | 0 | 172953 | 28185151 | 3938969 | 638826 | 630508 | 340239 | 43884 | 79915 | 76767 | 346394 | 51951515 | 1020616 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
185 | 437773125 | 71651963 | 8499877 | 660438 | 2559784 | 654214 | 234319 | 03353 | 17714 | 04555 | 102468 | 38765 | 02574 | 00972 | 25916 | 00364 | 155698 | 01427 | 152824 | 22287 | 0604 | 691445 | 26498 | 69363 | 01221 | 19958 | 219436 | 10265 | 714026 | 1499196 | 390105 | 592737 | 1100361 | 372201 | 558199 | 08232 | 8501 | 1646 | 854921 | 9492202 | 101298 | 0314 | 2551174 | 0 | 13766 | 21673279 | 3218082 | 51996 | 372195 | 219437 | 24518 | 62861 | 47403 | 266018 | 372933275 | 714115 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
186 | 460812227 | 7647417 | 9068168 | 704854 | 2666135 | 685308 | 2398465 | 03567 | 18889 | 04935 | 1114379 | 3971 | 02625 | 0104 | 26224 | 00373 | 160574 | 01558 | 163208 | 23682 | 06556 | 74093 | 27313 | 74439 | 01259 | 20839 | 231264 | 109585 | 758062 | 1579993 | 405349 | 620526 | 1131224 | 396854 | 578962 | 08812 | 92423 | 1735 | 894257 | 982927 | 107805 | 03426 | 2627979 | 0 | 142668 | 22467942 | 3316533 | 536773 | 396848 | 231265 | 26303 | 6482 | 50254 | 269624 | 39305575 | 758156 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
187 | 466855312 | 69961797 | 8376148 | 645492 | 2590594 | 658759 | 2169618 | 0313 | 16352 | 04086 | 917595 | 35933 | 0239 | 00901 | 23586 | 00342 | 142659 | 01264 | 141828 | 21123 | 05415 | 639808 | 23956 | 62852 | 01117 | 20227 | 212105 | 96954 | 714576 | 1464468 | 39038 | 580678 | 1133938 | 353649 | 570182 | 08052 | 77503 | 17219 | 84716 | 9570711 | 95755 | 02842 | 2602123 | 0 | 14042 | 21804966 | 326074 | 525581 | 353644 | 212105 | 2299 | 62815 | 45462 | 25671 | 37080305 | 714664 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
188 | 523926797 | 98123252 | 11448221 | 90285 | 2950578 | 806024 | 3314088 | 05186 | 28463 | 08223 | 1691687 | 54876 | 03587 | 01554 | 37449 | 00502 | 233009 | 02629 | 243179 | 32884 | 10962 | 1118634 | 41122 | 111822 | 01836 | 24168 | 310455 | 159117 | 952362 | 2070222 | 481815 | 794547 | 1291528 | 567256 | 684523 | 12206 | 148622 | 19081 | 1120711 | 11689817 | 155469 | 05615 | 3001324 | 0 | 167308 | 26870459 | 3795227 | 611778 | 567248 | 310456 | 39119 | 75718 | 69562 | 324067 | 48243285 | 952481 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
189 | 546350859 | 107439736 | 12476725 | 988092 | 310828 | 855801 | 3566882 | 05646 | 31079 | 09068 | 1924878 | 58935 | 03847 | 01698 | 40197 | 00538 | 251668 | 02929 | 265526 | 35652 | 1209 | 1223441 | 44532 | 124751 | 01984 | 2554 | 335979 | 17402 | 1016236 | 2230646 | 510745 | 85284 | 1352971 | 619018 | 72213 | 13245 | 164722 | 19913 | 1198262 | 12373021 | 169823 | 06238 | 3150458 | 0 | 176764 | 28472209 | 3990119 | 643592 | 619009 | 33598 | 42931 | 80115 | 75583 | 343193 | 51788525 | 1016362 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
190 | 531243477 | 108574492 | 12577657 | 998272 | 3097112 | 851977 | 3615337 | 05756 | 31731 | 09294 | 197892 | 59775 | 03894 | 01734 | 40781 | 00544 | 255873 | 03009 | 270926 | 36282 | 12398 | 124948 | 45343 | 127785 | 02017 | 25387 | 338992 | 176701 | 1017314 | 2245073 | 50917 | 856676 | 1320973 | 62774 | 709745 | 13323 | 168518 | 19584 | 1198439 | 12241244 | 172288 | 0639 | 3098398 | 0 | 173897 | 28218577 | 3941761 | 637662 | 627731 | 338993 | 43673 | 79751 | 7645 | 344328 | 5182256 | 1017441 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
191 | 524970508 | 109080293 | 12627539 | 1002852 | 3119112 | 853268 | 3637274 | 058 | 31962 | 09354 | 1997575 | 60162 | 03917 | 01747 | 41007 | 00547 | 257455 | 03031 | 272899 | 36577 | 12481 | 1258679 | 45607 | 128874 | 0203 | 25452 | 340515 | 177595 | 1020288 | 2254155 | 510683 | 859993 | 1310739 | 630823 | 705782 | 13336 | 16951 | 19552 | 1201195 | 12216127 | 173083 | 06428 | 3088084 | 0 | 173114 | 28186562 | 3938949 | 638463 | 630814 | 340516 | 43904 | 79955 | 76805 | 346394 | 5194325 | 1020416 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
192 | 570961172 | 108849863 | 12687565 | 1001446 | 3283233 | 886188 | 3613413 | 05669 | 3102 | 08893 | 1873324 | 59876 | 03909 | 01696 | 40637 | 00548 | 253301 | 02854 | 265248 | 36109 | 11861 | 1219671 | 44552 | 122947 | 01995 | 26711 | 341175 | 173911 | 1043625 | 2274608 | 532595 | 874787 | 141898 | 620277 | 750536 | 13295 | 161587 | 2095 | 1233427 | 12857703 | 169873 | 06099 | 3307937 | 0 | 183919 | 29574299 | 4192343 | 677384 | 620268 | 341176 | 42698 | 83924 | 76231 | 358088 | 5297687 | 1043756 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
193 | 507163867 | 81065264 | 9628386 | 7473 | 2812204 | 729916 | 25425 | 03732 | 19798 | 05202 | 1172352 | 41903 | 02785 | 01089 | 27844 | 00396 | 169738 | 0164 | 171168 | 24694 | 06892 | 776299 | 28939 | 78231 | 01331 | 22219 | 246034 | 116361 | 807032 | 1681241 | 432148 | 660647 | 1239423 | 421569 | 630014 | 09456 | 97905 | 18585 | 955898 | 1060692 | 114598 | 03627 | 2843462 | 0 | 155034 | 24204695 | 3565198 | 573603 | 421563 | 246035 | 27913 | 69158 | 53417 | 285795 | 418902575 | 807132 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
194 | 48075875 | 704079 | 8438246 | 649678 | 2590594 | 663229 | 216926 | 03121 | 1631 | 04083 | 917194 | 3588 | 0239 | 00899 | 23581 | 00342 | 142527 | 01263 | 141507 | 21043 | 05406 | 638202 | 23947 | 62767 | 01116 | 20381 | 213227 | 97358 | 71959 | 1472901 | 393028 | 584029 | 1163052 | 355241 | 582733 | 08157 | 77699 | 17426 | 854771 | 9721018 | 96218 | 02848 | 2647207 | 0 | 143368 | 22120122 | 3301873 | 530251 | 355236 | 213228 | 23079 | 63245 | 45685 | 25671 | 373304375 | 719679 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
195 | 514250234 | 97938555 | 11419491 | 901091 | 2950577 | 802572 | 3314836 | 05205 | 2855 | 08229 | 1692527 | 54985 | 03587 | 01559 | 37458 | 00502 | 233285 | 02631 | 243849 | 33051 | 10979 | 1121986 | 41142 | 11199 | 01838 | 24067 | 309651 | 158812 | 948876 | 2064328 | 480031 | 79221 | 1273831 | 566062 | 67689 | 12134 | 148445 | 1894 | 1115749 | 11596826 | 155129 | 05609 | 2974066 | 0 | 165536 | 26675222 | 3769716 | 609171 | 566054 | 309652 | 3905 | 75454 | 69402 | 324067 | 48008575 | 948992 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
196 | 505387695 | 106259365 | 12306235 | 97696 | 310828 | 840006 | 3569312 | 05709 | 31361 | 09089 | 1927599 | 59292 | 03847 | 01715 | 40225 | 00538 | 252561 | 02937 | 267698 | 36194 | 12146 | 1234302 | 44595 | 125307 | 0199 | 25091 | 332582 | 17276 | 1001081 | 2205363 | 502953 | 842812 | 1269477 | 614087 | 685899 | 1293 | 164046 | 19309 | 1175865 | 11940255 | 168439 | 06216 | 3021779 | 0 | 16824 | 27564502 | 3872111 | 630624 | 614079 | 332583 | 42649 | 7887 | 74904 | 343193 | 5081793 | 1001204 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
197 | 487229883 | 107500098 | 12412637 | 988061 | 3097112 | 834552 | 3617882 | 05822 | 32026 | 09315 | 1981765 | 60148 | 03894 | 01751 | 40811 | 00544 | 256807 | 03017 | 273199 | 36849 | 12456 | 1260839 | 45409 | 128377 | 02024 | 24903 | 335408 | 175368 | 1000858 | 2218107 | 500871 | 846053 | 1239199 | 622508 | 673382 | 13007 | 167806 | 18953 | 117516 | 11807014 | 170898 | 06367 | 2969467 | 0 | 16532 | 27304531 | 3821966 | 623853 | 622499 | 335409 | 43374 | 78424 | 75728 | 344328 | 50764745 | 1000983 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
198 | 499280117 | 108814004 | 12571898 | 1000199 | 3119112 | 84354 | 3639248 | 05851 | 32191 | 09371 | 199978 | 60451 | 03917 | 0176 | 4103 | 00547 | 25818 | 03037 | 274662 | 37017 | 12527 | 1267492 | 45659 | 129337 | 02035 | 25169 | 338273 | 176774 | 101072 | 2237961 | 505773 | 853631 | 1261871 | 627602 | 685635 | 13154 | 169038 | 19214 | 1187561 | 11978667 | 17228 | 06413 | 3015536 | 0 | 168202 | 27675078 | 3872352 | 630993 | 627593 | 338274 | 43717 | 79163 | 76367 | 346394 | 51317375 | 1010846 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
199 | 530561562 | 107957803 | 12552368 | 992981 | 3283233 | 87229 | 3615271 | 05717 | 31235 | 08908 | 1875401 | 60148 | 03909 | 01709 | 40658 | 00548 | 253982 | 02859 | 266907 | 36522 | 11904 | 1227961 | 446 | 123384 | 02 | 26262 | 337616 | 172598 | 1028883 | 2248752 | 524659 | 864469 | 1340166 | 615175 | 716681 | 13005 | 160862 | 20408 | 1211242 | 12453776 | 168528 | 06075 | 3186141 | 0 | 175822 | 28715171 | 4079582 | 664589 | 615166 | 337618 | 42404 | 82619 | 75528 | 358088 | 5212733 | 1029012 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
200 | 455853828 | 7931667 | 93846 | 730882 | 2812204 | 71313 | 2544122 | 03774 | 19985 | 05216 | 1174162 | 4214 | 02785 | 011 | 27863 | 00396 | 170332 | 01645 | 172614 | 25055 | 0693 | 783529 | 28981 | 78611 | 01336 | 21654 | 24182 | 11483 | 788314 | 1649881 | 422421 | 648239 | 1145206 | 415553 | 58916 | 09106 | 97111 | 17882 | 92913 | 10116039 | 112985 | 03602 | 2695664 | 0 | 145357 | 2316293 | 3427494 | 557562 | 415548 | 24182 | 27572 | 67587 | 52581 | 285795 | 40933975 | 788412 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
201 | 443959492 | 68923154 | 8238903 | 635802 | 2590594 | 650676 | 2170269 | 03147 | 16427 | 04092 | 918321 | 36028 | 0239 | 00906 | 23593 | 00342 | 142897 | 01266 | 142407 | 21267 | 0543 | 642702 | 23973 | 63005 | 01118 | 19979 | 210256 | 96286 | 706068 | 1450708 | 386127 | 575268 | 1094315 | 351016 | 55349 | 079 | 77153 | 16906 | 835777 | 9368105 | 95041 | 0283 | 2540853 | 0 | 136464 | 21371643 | 3203213 | 518734 | 351012 | 210257 | 2284 | 62113 | 45097 | 25671 | 366466925 | 706156 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
202 | 506423203 | 97306289 | 11342378 | 895246 | 2950578 | 79876 | 33151 | 05212 | 2858 | 08231 | 1692819 | 55024 | 03587 | 01561 | 37461 | 00502 | 233381 | 02632 | 244082 | 3311 | 10985 | 1123153 | 41149 | 112058 | 01838 | 23976 | 308973 | 158553 | 94586 | 2059155 | 478417 | 790123 | 1258522 | 565078 | 669674 | 1207 | 148313 | 18808 | 1111272 | 11508597 | 154828 | 05605 | 2948513 | 0 | 163911 | 26492124 | 3745542 | 605793 | 56507 | 308974 | 38993 | 75136 | 69262 | 324067 | 47844705 | 945979 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
203 | 547465781 | 107036797 | 12432935 | 984409 | 310828 | 854689 | 3566939 | 05647 | 31086 | 09069 | 1924944 | 58944 | 03847 | 01699 | 40198 | 00538 | 251689 | 02929 | 265577 | 35665 | 12091 | 1223699 | 44534 | 124767 | 01984 | 25546 | 336056 | 174028 | 1016385 | 2230966 | 510859 | 852962 | 1354217 | 619082 | 721664 | 1324 | 164722 | 19892 | 1198422 | 12366207 | 169797 | 06238 | 3149984 | 0 | 176781 | 28464958 | 3989279 | 643025 | 619074 | 336057 | 42933 | 80076 | 7559 | 343193 | 51800855 | 1016511 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
204 | 532626055 | 108359941 | 1255475 | 996315 | 3097112 | 852527 | 3615315 | 05755 | 31729 | 09294 | 1978892 | 59771 | 03894 | 01733 | 40781 | 00544 | 255864 | 03009 | 270904 | 36277 | 12397 | 1249371 | 45342 | 127781 | 02017 | 25402 | 339072 | 176731 | 1017856 | 2245757 | 509357 | 856891 | 1328824 | 627864 | 712568 | 13347 | 168539 | 1962 | 1199515 | 12273542 | 172364 | 06391 | 3108267 | 0 | 174592 | 28283545 | 3949206 | 637939 | 627856 | 339073 | 43681 | 79765 | 76466 | 344328 | 5187411 | 1017984 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
205 | 515687812 | 108950957 | 12607778 | 1001624 | 3119112 | 849856 | 3638351 | 05828 | 32087 | 09363 | 1998777 | 6032 | 03917 | 01754 | 4102 | 00547 | 25785 | 03034 | 27386 | 36817 | 12506 | 1263481 | 45635 | 129125 | 02033 | 25355 | 339638 | 177278 | 1017015 | 224817 | 50888 | 857588 | 1296155 | 629587 | 700267 | 1328 | 169317 | 19456 | 1196616 | 12151095 | 172811 | 06422 | 3067405 | 0 | 17173 | 28038574 | 3919215 | 635975 | 629578 | 339639 | 43832 | 79668 | 76639 | 346394 | 5171572 | 1017142 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
206 | 559365742 | 108920059 | 12692112 | 1002062 | 3283233 | 882623 | 3614648 | 05701 | 31163 | 08903 | 1874705 | 60057 | 03909 | 01704 | 40651 | 00548 | 253754 | 02857 | 266352 | 36384 | 11889 | 1225186 | 44584 | 123236 | 01998 | 26592 | 340126 | 173526 | 1039753 | 2267264 | 53032 | 871758 | 1398732 | 618797 | 741763 | 13219 | 161374 | 20818 | 1227278 | 12754191 | 169517 | 06092 | 327644 | 0 | 181838 | 29350454 | 416261 | 673834 | 618788 | 340127 | 42613 | 8356 | 76027 | 358088 | 5274666 | 1039882 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
207 | 507372734 | 8135666 | 9667616 | 750024 | 2812204 | 729794 | 2542762 | 03739 | 19828 | 05205 | 1172643 | 41941 | 02785 | 0109 | 27847 | 00396 | 169834 | 01641 | 171401 | 24753 | 06898 | 777465 | 28946 | 78294 | 01332 | 22225 | 246041 | 116369 | 80711 | 1681456 | 432219 | 660718 | 1241812 | 421599 | 631578 | 09464 | 97904 | 18603 | 956381 | 10625994 | 114631 | 03627 | 2848392 | 0 | 155368 | 24239277 | 3569548 | 573916 | 421593 | 246042 | 27915 | 69161 | 53422 | 285795 | 418907975 | 807211 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
208 | 477357266 | 70527383 | 845277 | 650783 | 2590594 | 661812 | 2169527 | 03128 | 16341 | 04085 | 917493 | 35919 | 0239 | 00901 | 23585 | 00342 | 142625 | 01263 | 141745 | 21102 | 05412 | 639393 | 23954 | 62828 | 01116 | 2035 | 212966 | 97268 | 718259 | 1471079 | 392498 | 583355 | 116181 | 354871 | 583115 | 08146 | 7764 | 17397 | 853948 | 9723323 | 96145 | 02846 | 264706 | 0 | 143402 | 22116257 | 3300857 | 529956 | 354866 | 212966 | 23057 | 63172 | 45638 | 25671 | 37244745 | 71835 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
209 | 493879023 | 97750146 | 11382499 | 899234 | 2950577 | 794794 | 3316314 | 05244 | 28721 | 08241 | 1694174 | 55201 | 03587 | 01569 | 37475 | 00502 | 233825 | 02636 | 245164 | 3338 | 11013 | 1128563 | 4118 | 11233 | 01842 | 23848 | 308 | 158231 | 941328 | 2052231 | 476285 | 787461 | 1235654 | 563737 | 661815 | 11993 | 148141 | 18673 | 110552 | 11418068 | 154535 | 05599 | 2918821 | 0 | 161856 | 26288225 | 3719234 | 603418 | 563729 | 308001 | 38919 | 74874 | 69082 | 324067 | 4750861 | 941445 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
210 | 501601797 | 106766592 | 12363163 | 98161 | 310828 | 837056 | 3570248 | 05733 | 31469 | 09097 | 1928644 | 59429 | 03847 | 01721 | 40236 | 00538 | 252905 | 0294 | 268534 | 36402 | 12168 | 1238481 | 4462 | 125539 | 01993 | 25052 | 332394 | 172695 | 999385 | 2203632 | 502447 | 842257 | 1266022 | 613797 | 684529 | 1291 | 164011 | 19257 | 1174648 | 11926206 | 168402 | 06215 | 3017098 | 0 | 167892 | 27530923 | 3867845 | 629654 | 613788 | 332395 | 42633 | 78788 | 74864 | 343193 | 50673465 | 999509 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
211 | 499065391 | 1080754 | 12491169 | 993448 | 3097112 | 838422 | 3617741 | 05818 | 32009 | 09314 | 1981601 | 60127 | 03894 | 0175 | 40809 | 00544 | 256754 | 03017 | 273069 | 36816 | 12453 | 1260192 | 45405 | 128356 | 02024 | 25033 | 336342 | 175714 | 1005075 | 2225249 | 503128 | 848925 | 1262951 | 62386 | 684556 | 13092 | 167969 | 19123 | 1181768 | 1194052 | 171272 | 06372 | 3008639 | 0 | 16793 | 27580256 | 3858219 | 627769 | 623851 | 336343 | 4345 | 78764 | 75918 | 344328 | 5101658 | 1005201 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
212 | 510059453 | 108986191 | 1260348 | 1001878 | 3119112 | 847428 | 3638601 | 05834 | 32116 | 09365 | 1999056 | 60356 | 03917 | 01756 | 41023 | 00547 | 257942 | 03035 | 274084 | 36873 | 12512 | 1264602 | 45642 | 129189 | 02033 | 25287 | 339179 | 1771 | 1014762 | 2244555 | 507774 | 85619 | 1282462 | 628914 | 693614 | 1323 | 169223 | 19361 | 1193048 | 12073188 | 172611 | 06419 | 3044861 | 0 | 170169 | 27880522 | 3899013 | 633856 | 628905 | 33918 | 43792 | 79466 | 76542 | 346394 | 5157857 | 1014889 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
1575032492 | 3008455449 | 351116241 | 27682287 | 92299436 | 24715968 | 99267828 | 155072 | 845207 | 239811 | 512493 | 1645236 | 107479 | 46259 | 1111954 | 1509 | 6922635 | 76963 | 7235403 | 992784 | 319808 | 33228736 | 1212689 | 3359175 | 54493 | 743159 | 9349364 | 4737588 | 28828492 | 62511012 | 14763057 | 2407931 | 39179182 | 16921876 | 20706272 | 363329 | 4367819 | 588024 | 33990128 | 355575715 | 4631961 | 164646 | 91728656 | 0 | 5080389 | 817447675 | 116450563 | 18849431 | 16921638 | 9349393 | 1161079 | 232903 | 2084828 | 9959974 | 14719855875 | 28832085 |
Day | CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
UNIT | (tonday) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
182 | 527521289 | 104187705 | 12096017 | 95816 | 2916008 | 843671 | 4167513 | 05895 | 3271 | 09609 | 1985614 | 67723 | 04539 | 01768 | 48289 | 00617 | 288101 | 03065 | 278758 | 36556 | 1268 | 1275076 | 51515 | 131479 | 02273 | 25075 | 337565 | 175434 | 993582 | 2229801 | 50918 | 856529 | 1353648 | 623222 | 720678 | 13149 | 166413 | 18945 | 119824 | 12369397 | 171206 | 06304 | 3144352 | 0 | 176114 | 28465674 | 3984323 | 641234 | 623213 | 337566 | 43272 | 80196 | 76002 | 347433 | 51099815 | 993707 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
183 | 516131016 | 10563458 | 12237189 | 971244 | 2904136 | 842359 | 4225359 | 06016 | 33424 | 0985 | 2041453 | 68736 | 04596 | 01806 | 49006 | 00624 | 292997 | 0315 | 284641 | 37257 | 13009 | 1303341 | 52451 | 134711 | 02313 | 2499 | 340949 | 178289 | 997305 | 2247655 | 508591 | 861603 | 1329856 | 632622 | 712877 | 13274 | 170318 | 18739 | 1201132 | 12297847 | 173919 | 0646 | 3108173 | 0 | 174193 | 28330491 | 3951694 | 637453 | 632614 | 34095 | 44055 | 79982 | 7696 | 348596 | 51223245 | 997429 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
184 | 503450664 | 106042188 | 12271257 | 974882 | 2924994 | 841786 | 425044 | 06064 | 33675 | 09914 | 2060127 | 69181 | 04623 | 0182 | 49274 | 00628 | 2948 | 03173 | 286774 | 37578 | 13098 | 1313258 | 52754 | 135841 | 02327 | 24987 | 341892 | 17899 | 998159 | 2252749 | 508832 | 863277 | 1302012 | 634953 | 702371 | 13233 | 171216 | 18626 | 1200029 | 12194872 | 174479 | 06495 | 3073632 | 0 | 171785 | 28132668 | 3927747 | 63619 | 634944 | 341893 | 44243 | 80006 | 77209 | 35068 | 51189375 | 998281 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
185 | 412640312 | 68845259 | 8147964 | 634411 | 2409311 | 641414 | 2740057 | 03459 | 18482 | 04837 | 1043001 | 44355 | 03036 | 01 | 31243 | 00417 | 178836 | 01486 | 15917 | 22469 | 06307 | 71325 | 30963 | 72514 | 01405 | 19276 | 218121 | 102629 | 684281 | 1479467 | 383548 | 588276 | 1089621 | 37107 | 55067 | 0805 | 85518 | 15417 | 843984 | 9385507 | 101387 | 03162 | 2517846 | 0 | 135598 | 21423406 | 3175189 | 511009 | 371065 | 218121 | 2451 | 62264 | 47169 | 269326 | 3656006 | 684366 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
186 | 433033164 | 73375015 | 867765 | 676099 | 2507971 | 671238 | 281798 | 03669 | 19663 | 05239 | 1125698 | 45582 | 03115 | 01067 | 31891 | 00429 | 18506 | 01619 | 169581 | 23769 | 06841 | 762396 | 3207 | 7744 | 01454 | 20091 | 229999 | 109689 | 725827 | 1559375 | 398227 | 615963 | 1119706 | 396025 | 570644 | 0862 | 93147 | 16195 | 882599 | 971358 | 108043 | 03457 | 2591316 | 0 | 140381 | 22197629 | 3269388 | 526941 | 396019 | 229999 | 26328 | 64165 | 50043 | 273629 | 38495705 | 725918 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
187 | 436329062 | 66922847 | 7985676 | 617234 | 2439078 | 644435 | 2547927 | 03206 | 16962 | 04337 | 923902 | 41163 | 02833 | 00921 | 2868 | 00392 | 164437 | 01311 | 146909 | 21092 | 05635 | 65571 | 28191 | 65259 | 0129 | 19397 | 210028 | 96685 | 679347 | 1438193 | 381735 | 573865 | 1120289 | 351393 | 560384 | 07834 | 77932 | 16007 | 832386 | 9428972 | 95666 | 02862 | 2558507 | 0 | 137795 | 21471216 | 3203411 | 513796 | 351388 | 210028 | 22924 | 61948 | 45072 | 260426 | 362687875 | 679432 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
188 | 501372383 | 95002676 | 11072416 | 874043 | 2768458 | 793734 | 3877832 | 054 | 29896 | 08711 | 1749341 | 63047 | 04237 | 01614 | 45048 | 00576 | 266934 | 02751 | 254808 | 33581 | 11483 | 116314 | 47645 | 117959 | 02106 | 23658 | 311449 | 160278 | 928444 | 2065771 | 479206 | 796619 | 1284231 | 57049 | 680104 | 12084 | 15013 | 18094 | 1118042 | 11645947 | 156587 | 05675 | 2982958 | 0 | 165942 | 26774353 | 3777099 | 60786 | 570481 | 31145 | 39399 | 75651 | 69859 | 328078 | 4754195 | 928561 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
189 | 523637695 | 104034453 | 12072527 | 956702 | 2916008 | 842744 | 4167044 | 05883 | 32656 | 09606 | 1985091 | 67655 | 04539 | 01764 | 48284 | 00617 | 287929 | 03064 | 27834 | 36452 | 12669 | 1272988 | 51503 | 131369 | 02272 | 25034 | 337313 | 175369 | 992318 | 2227886 | 508499 | 855748 | 1345992 | 62293 | 717929 | 13127 | 166414 | 18898 | 119647 | 12334379 | 171111 | 06304 | 3133279 | 0 | 175412 | 28390537 | 3974153 | 640067 | 622921 | 337314 | 43259 | 80114 | 75957 | 347433 | 51024665 | 992444 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
190 | 510116523 | 105199639 | 12180325 | 967191 | 2904136 | 839198 | 4224749 | 06001 | 33353 | 09845 | 2040769 | 68646 | 04596 | 01802 | 48999 | 00624 | 292772 | 03148 | 284094 | 3712 | 12995 | 1300601 | 52435 | 134568 | 02311 | 24926 | 340637 | 178174 | 995043 | 2244696 | 507615 | 860476 | 1315009 | 632154 | 706271 | 13217 | 170289 | 18612 | 1197995 | 12214474 | 173678 | 06459 | 3084567 | 0 | 172719 | 28165559 | 3930524 | 635055 | 632145 | 340638 | 44031 | 79843 | 76889 | 348596 | 5106909 | 995166 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
191 | 503891562 | 105700977 | 12230387 | 971735 | 2924994 | 840322 | 4249734 | 06046 | 33593 | 09908 | 2059337 | 69077 | 04623 | 01816 | 49265 | 00628 | 29454 | 0317 | 286142 | 3742 | 13082 | 1310098 | 52735 | 135682 | 02325 | 24989 | 342152 | 17907 | 997955 | 2253701 | 509089 | 863755 | 1304632 | 635239 | 702278 | 1323 | 171288 | 18576 | 1200693 | 12188588 | 174473 | 06498 | 3074044 | 0 | 171926 | 28131846 | 3927404 | 635797 | 63523 | 342154 | 44262 | 80042 | 77244 | 35068 | 51178825 | 998079 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
192 | 544858086 | 105312734 | 12261509 | 968791 | 3082353 | 871822 | 4221925 | 05895 | 3254 | 09418 | 1931802 | 68663 | 04611 | 01759 | 48831 | 00628 | 289827 | 02983 | 277625 | 36816 | 12417 | 1266768 | 51581 | 129416 | 02285 | 26099 | 341898 | 175032 | 1015488 | 2266757 | 528848 | 875917 | 1409757 | 623227 | 74485 | 13146 | 163151 | 19814 | 1228818 | 1279431 | 170967 | 06161 | 3283715 | 0 | 182207 | 29432878 | 4166435 | 671874 | 623218 | 341899 | 4297 | 83736 | 76476 | 362433 | 52152005 | 1015614 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
193 | 476778438 | 77749429 | 9209822 | 71653 | 2644341 | 714915 | 2986949 | 0384 | 20618 | 05523 | 1184799 | 4813 | 03304 | 01118 | 3385 | 00455 | 195686 | 01705 | 177915 | 24792 | 07193 | 799032 | 33978 | 81425 | 01538 | 21429 | 244699 | 116469 | 772873 | 1659478 | 424661 | 655869 | 1226457 | 42068 | 620931 | 09251 | 98658 | 17364 | 943539 | 1048174 | 11484 | 0366 | 2803787 | 0 | 152545 | 23913462 | 3514915 | 563255 | 420673 | 2447 | 27938 | 68472 | 53193 | 289938 | 4102799 | 77297 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
194 | 449196914 | 6732082 | 8041113 | 620969 | 2439078 | 64876 | 2547578 | 03197 | 16921 | 04334 | 923512 | 41112 | 02833 | 00919 | 28676 | 00392 | 164308 | 01309 | 146596 | 21014 | 05627 | 654148 | 28182 | 65177 | 01289 | 1954 | 211103 | 97073 | 683947 | 1446197 | 384249 | 577074 | 1148655 | 352918 | 572572 | 07935 | 78124 | 16201 | 839693 | 9574733 | 96115 | 02868 | 2602206 | 0 | 140654 | 21776494 | 3243127 | 51826 | 352913 | 211104 | 2301 | 62359 | 45286 | 260426 | 36511305 | 684033 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
195 | 492119414 | 94837139 | 11046455 | 872464 | 2768458 | 790245 | 3878569 | 05419 | 29981 | 08717 | 1750161 | 63155 | 04237 | 01619 | 45056 | 00576 | 267203 | 02753 | 255463 | 33744 | 115 | 1166415 | 47664 | 118123 | 02108 | 23562 | 310663 | 159977 | 925157 | 2060046 | 477474 | 794333 | 1266519 | 569321 | 672527 | 12013 | 149954 | 17957 | 111318 | 11553611 | 156247 | 05669 | 2955917 | 0 | 164188 | 26580769 | 3751902 | 605308 | 569313 | 310664 | 39332 | 75391 | 69701 | 328078 | 47305865 | 925272 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
196 | 484653867 | 10296874 | 11918015 | 946649 | 2916008 | 826995 | 4169432 | 05945 | 32932 | 09625 | 198776 | 68005 | 04539 | 01781 | 48312 | 00617 | 288806 | 03071 | 280473 | 36984 | 12725 | 1283649 | 51565 | 131915 | 02279 | 24608 | 334006 | 174135 | 978106 | 2203459 | 500962 | 84597 | 1263255 | 618126 | 682209 | 12818 | 165747 | 1832 | 1174615 | 11907894 | 169742 | 06282 | 3006566 | 0 | 167021 | 27497097 | 3858349 | 627449 | 618117 | 334007 | 42983 | 789 | 75296 | 347433 | 5005759 | 978228 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
197 | 468224805 | 104244414 | 12032341 | 958103 | 2904137 | 821897 | 422726 | 06066 | 33644 | 09866 | 2043577 | 69014 | 04596 | 01819 | 49028 | 00624 | 293694 | 03156 | 286336 | 37679 | 13053 | 1311811 | 52501 | 135152 | 02318 | 24466 | 337149 | 17687 | 979621 | 2218662 | 499595 | 850125 | 1234175 | 62706 | 670483 | 12907 | 169587 | 18011 | 1175305 | 11787462 | 172309 | 06436 | 2957863 | 0 | 16429 | 27267686 | 3813175 | 621633 | 627051 | 33715 | 43739 | 7855 | 76188 | 348596 | 5001863 | 979742 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
198 | 479718555 | 105501494 | 12184573 | 969713 | 2924994 | 830722 | 4251681 | 06096 | 33818 | 09924 | 2061509 | 69362 | 04623 | 01829 | 49288 | 00628 | 295254 | 03177 | 287877 | 37853 | 13127 | 1318775 | 52786 | 136138 | 0233 | 24722 | 339983 | 17827 | 989069 | 223816 | 504376 | 857595 | 1256544 | 632121 | 682547 | 13052 | 170824 | 18256 | 1187483 | 11956486 | 173687 | 06482 | 3003143 | 0 | 167123 | 27632395 | 3862603 | 628598 | 632112 | 339984 | 44081 | 79275 | 7682 | 35068 | 50560935 | 989193 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
199 | 507036484 | 104535312 | 12142426 | 961406 | 3082353 | 858174 | 4223745 | 05942 | 3275 | 09433 | 1933838 | 6893 | 04611 | 01771 | 48852 | 00628 | 290496 | 02989 | 279251 | 37221 | 12459 | 1274894 | 51628 | 129845 | 0229 | 25677 | 338464 | 173757 | 100186 | 2242014 | 521251 | 865957 | 1332349 | 6183 | 711733 | 12865 | 162439 | 19304 | 1207363 | 12399872 | 169653 | 06138 | 3164822 | 0 | 174296 | 28594998 | 4056819 | 659559 | 618291 | 338465 | 42685 | 82476 | 75798 | 362433 | 51316645 | 1001985 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
200 | 4291425 | 76164351 | 8988975 | 701649 | 2644341 | 69841 | 2988514 | 03881 | 208 | 05536 | 1186551 | 48359 | 03304 | 01128 | 33869 | 00455 | 196261 | 0171 | 179314 | 25141 | 07229 | 806025 | 34018 | 81792 | 01542 | 20903 | 240651 | 114987 | 755704 | 1629651 | 415406 | 643947 | 1134162 | 414897 | 581117 | 08912 | 97879 | 16707 | 917784 | 10004016 | 113266 | 03634 | 2660045 | 0 | 143129 | 22901084 | 3381587 | 547889 | 414891 | 240652 | 27609 | 6696 | 5239 | 289938 | 40087695 | 755798 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
201 | 414913398 | 65957471 | 7858538 | 608232 | 2439078 | 636319 | 2548572 | 03223 | 17036 | 04342 | 924622 | 41258 | 02833 | 00925 | 28687 | 00392 | 164673 | 01313 | 147484 | 21235 | 0565 | 658584 | 28208 | 65411 | 01292 | 19164 | 208241 | 96034 | 671511 | 1425056 | 37767 | 568637 | 108115 | 348847 | 544025 | 07686 | 77587 | 15712 | 821387 | 923062 | 94962 | 02851 | 2498573 | 0 | 133927 | 21047625 | 3147417 | 507205 | 348842 | 208242 | 22779 | 61267 | 4472 | 260426 | 358340475 | 671595 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
202 | 484641602 | 94245527 | 10974386 | 866995 | 2768458 | 786479 | 3878844 | 05426 | 30012 | 08719 | 1750471 | 63195 | 04237 | 01621 | 45059 | 00576 | 267304 | 02754 | 255709 | 33806 | 11506 | 1167649 | 47671 | 118194 | 02108 | 23475 | 310002 | 159724 | 922319 | 2055047 | 47591 | 792294 | 1251418 | 568361 | 665434 | 11951 | 149825 | 17832 | 110881 | 11466925 | 155951 | 05664 | 2930829 | 0 | 162593 | 26401084 | 3728215 | 602018 | 568353 | 310003 | 39276 | 75082 | 69565 | 328078 | 4714359 | 922434 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
203 | 524579883 | 103643984 | 12030052 | 953135 | 2916008 | 841569 | 4167108 | 05885 | 32664 | 09606 | 1985165 | 67664 | 04539 | 01765 | 48285 | 00617 | 287954 | 03064 | 278399 | 36466 | 12671 | 127328 | 51504 | 131387 | 02272 | 2504 | 337379 | 175373 | 992427 | 222814 | 50859 | 855841 | 1346991 | 622978 | 717404 | 13121 | 166412 | 18877 | 119658 | 1232666 | 171078 | 06304 | 3132526 | 0 | 175415 | 2838125 | 3973052 | 63948 | 622969 | 33738 | 4326 | 80072 | 75962 | 347433 | 51032785 | 992551 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
204 | 511148203 | 104983652 | 12156962 | 96522 | 2904136 | 83969 | 4224742 | 06 | 33352 | 09845 | 2040759 | 68645 | 04596 | 01802 | 48999 | 00624 | 29277 | 03148 | 284088 | 37119 | 12995 | 1300573 | 52435 | 134568 | 02311 | 24937 | 340702 | 1782 | 995457 | 2245244 | 507761 | 860647 | 1322636 | 632255 | 708996 | 1324 | 170309 | 18644 | 1198981 | 12245485 | 17375 | 0646 | 3094034 | 0 | 17339 | 28227639 | 3937558 | 635277 | 632246 | 340703 | 44037 | 79851 | 76903 | 348596 | 51117265 | 995579 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
205 | 494995859 | 105593164 | 12213384 | 970708 | 2924994 | 836909 | 4250807 | 06073 | 33717 | 09917 | 2060536 | 69234 | 04623 | 01823 | 49278 | 00628 | 294934 | 03174 | 287099 | 37659 | 13107 | 1314885 | 52763 | 135933 | 02328 | 24896 | 341294 | 178758 | 994849 | 2247889 | 507336 | 861401 | 1290197 | 63403 | 696845 | 13174 | 171097 | 18484 | 1196221 | 12124623 | 174204 | 06491 | 3053715 | 0 | 170566 | 27986409 | 3908074 | 633372 | 634021 | 341295 | 44191 | 7976 | 77082 | 35068 | 5095164 | 994974 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
206 | 533839492 | 105399277 | 12268152 | 969559 | 3082353 | 868282 | 4223143 | 05927 | 32681 | 09428 | 1933169 | 68842 | 04611 | 01767 | 48845 | 00628 | 290276 | 02987 | 278716 | 37088 | 12445 | 1272224 | 51613 | 129701 | 02289 | 25984 | 340876 | 174655 | 1011827 | 2259645 | 526642 | 872963 | 1389777 | 621783 | 73623 | 13072 | 16294 | 19688 | 1222822 | 1269275 | 170617 | 06154 | 325282 | 0 | 180165 | 29213418 | 4137359 | 668422 | 621774 | 340877 | 42887 | 8338 | 76277 | 362433 | 51923385 | 1011953 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
207 | 476864883 | 78021787 | 9246307 | 719074 | 264434 | 714709 | 29872 | 03847 | 20648 | 05525 | 1185081 | 48167 | 03304 | 01119 | 33853 | 00455 | 195779 | 01706 | 178141 | 24848 | 07199 | 800158 | 33984 | 81486 | 01538 | 21434 | 244698 | 116473 | 772916 | 1659636 | 424712 | 655914 | 1228626 | 420697 | 622412 | 09258 | 98655 | 17381 | 943971 | 10499733 | 114868 | 0366 | 2808427 | 0 | 152862 | 23945813 | 3518981 | 563534 | 420692 | 244699 | 27939 | 68471 | 53196 | 289938 | 410243825 | 773013 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
208 | 445999766 | 67436274 | 8055095 | 622036 | 2439078 | 647313 | 2547833 | 03203 | 16951 | 04336 | 923798 | 41149 | 02833 | 0092 | 28679 | 00392 | 164402 | 0131 | 146825 | 21071 | 05632 | 655291 | 28189 | 65236 | 0129 | 19511 | 210848 | 96985 | 682725 | 144446 | 383743 | 576418 | 1147303 | 352557 | 572922 | 07924 | 78064 | 16174 | 8389 | 957679 | 96043 | 02866 | 2601999 | 0 | 140683 | 21772288 | 324213 | 517981 | 352552 | 210848 | 22989 | 62288 | 45239 | 260426 | 36424665 | 68281 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
209 | 472785469 | 94697012 | 11016262 | 871061 | 2768458 | 782554 | 3880029 | 05457 | 3015 | 08729 | 1751794 | 63369 | 04237 | 01629 | 45073 | 00576 | 267739 | 02758 | 256767 | 3407 | 11533 | 1172938 | 47702 | 118459 | 02112 | 23355 | 309061 | 15941 | 918105 | 2048412 | 473864 | 789717 | 1228873 | 567064 | 657733 | 11875 | 149655 | 17703 | 1103238 | 11378469 | 155665 | 05659 | 29018 | 0 | 160579 | 26201936 | 370263 | 599743 | 567056 | 309062 | 39205 | 74827 | 69392 | 328078 | 46811125 | 918219 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
210 | 481044219 | 103465703 | 11973818 | 951203 | 2916008 | 82403 | 4170384 | 0597 | 33042 | 09633 | 198882 | 68144 | 04539 | 01787 | 48323 | 00617 | 289155 | 03074 | 281319 | 37195 | 12746 | 1287882 | 51589 | 132149 | 02281 | 24572 | 33382 | 17407 | 976532 | 2201805 | 500478 | 845425 | 1259823 | 61784 | 680867 | 12798 | 165711 | 18271 | 1173432 | 11894218 | 169705 | 06281 | 3002022 | 0 | 166683 | 27464414 | 3854222 | 626511 | 617832 | 333821 | 42967 | 78818 | 75257 | 347433 | 49911685 | 976655 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
211 | 479501172 | 104780957 | 12105438 | 963125 | 2904136 | 825715 | 4227133 | 06062 | 33629 | 09865 | 2043438 | 68995 | 04596 | 01818 | 49026 | 00624 | 293649 | 03156 | 286225 | 37652 | 1305 | 1311259 | 52498 | 135136 | 02317 | 2459 | 338057 | 177207 | 983584 | 2225571 | 501779 | 852924 | 1257601 | 628373 | 681487 | 12991 | 169748 | 18172 | 1181753 | 11918835 | 172677 | 06441 | 2996377 | 0 | 166857 | 2753863 | 3848744 | 625447 | 628365 | 338058 | 43813 | 78881 | 76372 | 348596 | 5026754 | 983707 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
212 | 489967422 | 105643008 | 12211602 | 971102 | 2924994 | 834542 | 4251039 | 0608 | 33744 | 09919 | 2060797 | 69268 | 04623 | 01824 | 4928 | 00628 | 29502 | 03175 | 287309 | 37711 | 13112 | 1315934 | 52769 | 135992 | 02328 | 24834 | 340863 | 178589 | 992845 | 2244516 | 506305 | 860082 | 1276818 | 633396 | 69037 | 13126 | 171006 | 18396 | 1192815 | 12048998 | 174011 | 06488 | 3031837 | 0 | 169049 | 27833271 | 3888593 | 631364 | 633387 | 340864 | 44153 | 79569 | 76991 | 35068 | 50818255 | 992968 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
15010134101 | 2907447588 | 338906633 | 26749425 | 86653198 | 24300952 | 116121122 | 161073 | 886044 | 254096 | 52666292 | 1887825 | 126966 | 47921 | 1339128 | 17312 | 7931596 | 80409 | 7568148 | 1010458 | 334775 | 34482032 | 140709 | 3529457 | 62521 | 725221 | 9364562 | 4766655 | 28009183 | 62249139 | 14646134 | 24095161 | 38918082 | 16994929 | 205379 | 358933 | 4410037 | 555377 | 3383826 | 353637793 | 4660906 | 166325 | 91011697 | 0 | 5030087 | 813094019 | 115656819 | 18679581 | 16994688 | 936459 | 1168126 | 2322596 | 2090508 | 10087629 | 14479505425 | 28012676 |
Impact of Speed by Pollutant
and Vehicle Type
Fuel Diesel
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 10
Improved Representation of Speeds in SMOKE-MOVES
bull New Feature in SMOKE-MOVES Average Speed Fraction by Distance (ASD) Emissions estimated for each of 16 speed bins (SPD)
Traveled Distance (TD)spd = Speed (mph)spd ASFspd
ASDspd = TDspd Sums of TD
ASD is function of
int (FIPS SCC WeekdayWeekend Hour of day Speed)
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 11
Difference in July NOx
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 12
Difference in July PM25
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 13
Difference in July VOC
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 14
Comparison between Interpolation vs ASD
bull July Monthly Total Emissions Comparison
Percent Difference [] (ASD ndash ORG)ORG 100
bull PM10 and PM25 Model Species Reduction -2 ~ -10
bull Gas Model Species All Increases ranging from 0 to 7
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 15
RPD_ORG_domain_daily_total7
RPD_Full_ASD_domain_daily_total
RPD_Gasoline_ASD
Full_AvgSpeedFrac_Org_compariso
1
2
3
4
5
6
7
A
B
CO
Original
150101341
ASD (Gasoline)
1571406723
ASD (All Fuels)
1575032492
5
Gasoline ASD
5
Findings on Using ASD
bull Why are NOx emissions increased with ASD application
bull More lower speed bins are included when computing emissions with the ASD approach
bull Why are PM25 emissions decreased with ASD in cities while increased in highwaysbull The single NEI average speed assigned for urban roads was relatively lower than used in ASDbull The single NEI average speed assigned for rural roads was relatively higher than ASD
bull Why do VOC emissions show different patterns between Dallas and Phoenixbull Most of metro cities show relatively lower estimated VOC while Dallas TX and Phoenix AZ show
increasesbull Higher average speed for urban unrestricted roads from Dallas and Phoenixbull Higher contribution of urban unrestricted roads from Dallas and Phoenix bull Contributions of road and vehicle types by region andor average speed played a key role
ASD approach is a better representation of actual driving patterns by road type
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 16
NOx Humidity Correction
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 17
Humidity impacts NOx emissionsbull Spark-Ignition engines
bull Compression Ignition Diesel
The NOx Humidity Correction Equation differs by fuel Type
1 Gasoline Ethanol and CNG2 Diesel
Compute the Correction Using1 MOVES Model (Month-humiditycounty)
2 SMOKE-MOVES Integration ToolThe humidity correction equation has been coded into the latest version of SMOKE-MOVES thus allowing the adjustment to be applied according to hourly changes in humidity instead of seasonal averages
Percent Change on RPD NO2
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 18
January 1 2014 July 1 2014
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 18
Percent Change in Monthly Total NOx(January and July)
19International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019)
January July
New Jersey NOx Correction Sensitivity Runs
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 20
To assess the true impacts of NOx humidity correction perform the sensitivity runs based on the following MOVES EFs
1 MOVES Native MOVES EFs without NOx Correction
2 MOVES-NOx MOVES EFs with NOx Correction applied by MOVES
3 SMOKE-MOVES MOVES EFs with NOx Correction applied by SMOKE-MOVES
New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 21
NJ Monthly Total NOx Changes between the Methods
RPD MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 3590 4701 31 4252 18July 4517 4961 10 4354 -4
RPV MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 1127 1115 -1 1390 23July 870 866 0 832 -4
RPH MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 100 114 14 115 15July 128 128 -1 124 -3
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 22
Findings from the NJ NOx Humidity Adjustment
bull Significant Impacts to NOx emissions for RPD RPV and RPH processesbull US western regions with lower humidity will see an increase of NOxbull US eastern regions with higher humidity will see a decrease in NOxbull The Winter drier season (January) shows the significant increases of
NOx from all processesbull Summer season (July) shows up to 4 decrease of NOx from all
processesbull RPD NOx MOVES-NOx case shows higher impacts compared to
SMOKE-MOVES casebull These findings are limited to New Jersey stateInternational Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 23
Spatial Allocation using Spatial Surrogates
bull Spatial allocation is the process of mapping county-level emissions inventory data to modeling grid cells
bull We do this using spatial surrogates - each has a unique code (ID)bull There are more than 60 surrogates currently used ndash eg Population (100) Total agriculture
(310) Railroad Density (261) Offshore shipping (806) Urban unrestricted daily VMT (222) Gas well count (698)
bull Surrogates have been created using the Surrogate Tool (from wwwcmascenterorg)
bull Value = sum of attribute in grid cellsum of attribute in county
bull Values sum to 1 for each county province
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 24
New Postgres Spatial Surrogate Tool
bull Written in the PostgreSQL and PostGIS database languagebull Released on June 30 2019 bull Download from CMAS Center Spatial Allocator Github Repository
httpsgithubcomCMASCenterSpatial-Allocator
bull PostgreSQL uses a 3-tier hierarchy for data storage database schema and table A single query can access multiple tables and multiple schemas but only one database
bull Requires ReadCreateUpdateInsert access for databasesbull Supports multicore-Processing for Multiple Jobs running in parallel
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 25
Steps performed in the PG Surrogate Tool
Create a modeling domain table and insert it into the PostgreSQL Database
Load the geographic boundaries data shapefile and then reproject them to match the output modeling domain
Overlay with geographic boundaries and then calculate the attribute value in the county (ie surrogate denominator)
Overlay grid modeling domain and compute the gridded surrogate weight (ie the numerator)
Generate Surrogates using the Surrogate Tool input files
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 26
SMOKE v47 Public Release
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 27
bull Plan to release in 2019
bull Average Speed Distribution
bull NOx Humidity Correction
bull A few bug fixes and minor updates
bull Future Updatesbull New Rate-Per-Start (RPS) Process
bull New Off-network Idling (ONI) Process
Acknowledgement
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 28
bull US EPA Office of Air Quality Planning and Standard (OAQPS)bull US EPA Office of Transportation Air Quality (OTAQ)bull US EPA Office of Research Development (ORD)
Road Types Distribution by Region
Average Speed by Road type
Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
- SMOKE version 47Recent Enhancements
- Outline
- Slide Number 3
- Background on Speeds in MOVES and SMOKE-MOVES
- Examples of Average Speed Distributions
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Unrestricted)
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Restricted)
- Impact of Speed by Pollutant and Vehicle TypeFuel Gasoline
- Impact of Speed by Pollutant and Vehicle TypeFuel Diesel
- Improved Representation of Speeds in SMOKE-MOVES
- Difference in July NOx
- Difference in July PM25
- Difference in July VOC
- Comparison between Interpolation vs ASD
- Findings on Using ASD
- NOx Humidity Correction
- Percent Change on RPD NO2
- Percent Change in Monthly Total NOx(January and July)
- New Jersey NOx Correction Sensitivity Runs
- New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
- NJ Monthly Total NOx Changes between the Methods
- Findings from the NJ NOx Humidity Adjustment
- Spatial Allocation using Spatial Surrogates
- New Postgres Spatial Surrogate Tool
- Steps performed in the PG Surrogate Tool
- SMOKE v47 Public Release
- Acknowledgement
- Road Types Distribution by Region
- Slide Number 29
- Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
-
CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Original | 15010134101 | 2907447588 | 338906633 | 26749425 | 86653198 | 24300952 | 116121122 | 161073 | 886044 | 254096 | 52666292 | 1887825 | 126966 | 47921 | 1339128 | 17312 | 7931596 | 80409 | 7568148 | 1010458 | 334775 | 34482032 | 140709 | 3529457 | 62521 | 725221 | 9364562 | 4766655 | 28009183 | 62249139 | 14646134 | 24095161 | 38918082 | 16994929 | 205379 | 358933 | 4410037 | 555377 | 3383826 | 353637793 | 4660906 | 166325 | 91011697 | 0 | 5030087 | 813094019 | 115656819 | 18679581 | 16994688 | 936459 | 1168126 | 2322596 | 2090508 | 10087629 | 14479505425 | 28012676 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Gasoline) | 15714067229 | 2942955836 | 34523952 | 27094175 | 91549482 | 24531355 | 101520281 | 157712 | 861844 | 246051 | 51741275 | 1680449 | 109977 | 47109 | 1142159 | 15352 | 7089862 | 78889 | 7372724 | 1005657 | 327875 | 33865345 | 124571 | 3421284 | 55828 | 741228 | 9317945 | 4721529 | 28775363 | 62283709 | 14706694 | 23988876 | 39068661 | 1687309 | 206461 | 362124 | 4353162 | 586302 | 33867757 | 354224062 | 4615621 | 164092 | 91435955 | 0 | 5059242 | 814519902 | 116029701 | 18778919 | 16872852 | 9317974 | 1157574 | 2320375 | 2078251 | 990182 | 14559761825 | 28778949 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (All Fuels) | 1575032492 | 3008455449 | 351116241 | 27682287 | 92299436 | 24715968 | 99267828 | 155072 | 845207 | 239811 | 512493 | 1645236 | 107479 | 46259 | 1111954 | 1509 | 6922635 | 76963 | 7235403 | 992784 | 319808 | 33228736 | 1212689 | 3359175 | 54493 | 743159 | 9349364 | 4737588 | 28828492 | 62511012 | 14763057 | 2407931 | 39179182 | 16921876 | 20706272 | 363329 | 4367819 | 588024 | 33990128 | 355575715 | 4631961 | 164646 | 91728656 | 0 | 5080389 | 817447675 | 116450563 | 18849431 | 16921638 | 9349393 | 1161079 | 232903 | 2084828 | 9959974 | 14719855875 | 28832085 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
5 | 3 | 4 | 3 | 7 | 2 | -15 | -4 | -5 | -6 | -3 | -13 | -15 | -3 | -17 | -13 | -13 | -4 | -4 | -2 | -4 | -4 | -14 | -5 | -13 | 2 | -0 | -1 | 3 | 0 | 1 | -0 | 1 | -0 | 1 | 1 | -1 | 6 | 0 | 1 | -1 | -1 | 1 | 1 | 1 | 1 | 1 | -0 | -0 | -1 | 0 | -0 | -1 | 2 | 3 | 7 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Gasoline ASD | 5 | 2 | 3 | 2 | 6 | 2 | -12 | -1 | -2 | -2 | -0 | -10 | -13 | -1 | -14 | -11 | -10 | -0 | -1 | 1 | -1 | -1 | -11 | -2 | -10 | 3 | 0 | 0 | 3 | 1 | 1 | 0 | 1 | 0 | 1 | 2 | 0 | 6 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | -1 | 1 | 3 | 6 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
0 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Diff (Full-Gasoline) | 0 | 1 | 1 | 1 | 0 | 0 | -3 | -3 | -3 | -4 | -3 | -3 | -3 | -3 | -3 | -2 | -3 | -4 | -3 | -2 | -4 | -3 | -3 | -3 | -3 | -0 | -1 | -1 | -1 | -0 | -0 | -0 | 0 | -1 | -0 | -1 | -1 | -0 | -0 | -0 | -1 | -1 | -0 | 0 | -0 | -0 | -0 | -1 | -1 | -1 | -0 | -1 | -0 | 0 | -1 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
CO | NOx | NH3 | SO2 | TOG | PM25 | PM10 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
(tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Original | 150101341 | 32731036 | 866532 | 243010 | 16933473 | 1137931 | 2299143 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Gasoline) | 157140672 | 33152895 | 915495 | 245314 | 16968671 | 1104651 | 2119854 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (All Fuels) | 157503249 | 33872540 | 922994 | 247160 | 17029036 | 1088181 | 2080859 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
CO | NOx | NH3 | SO2 | TOG | PM25 | PM10 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Gasoline) | 469 | 129 | 565 | 095 | 021 | -292 | -780 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Others) | 024 | 220 | 087 | 076 | 036 | -145 | -170 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (All Fuels) | 493 | 349 | 652 | 171 | 056 | -437 | -949 |
Day | CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
UNIT | (tonday) | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
182 | 550228438 | 106327295 | 12410016 | 978376 | 3097526 | 85524 | 3692358 | 05828 | 32164 | 09439 | 1982122 | 60979 | 03982 | 01755 | 41794 | 00553 | 261122 | 0305 | 274533 | 36658 | 1258 | 1265575 | 4634 | 129277 | 02059 | 25658 | 338348 | 175479 | 1023254 | 2244247 | 512582 | 857433 | 1360711 | 624383 | 725661 | 13351 | 16641 | 19963 | 120452 | 12423053 | 171219 | 06304 | 3162733 | 0 | 177475 | 28598484 | 4002465 | 645216 | 624374 | 338349 | 43329 | 8035 | 7617 | 34333 | 5168692 | 1023382 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
183 | 537367266 | 107724248 | 12543879 | 99099 | 3086094 | 853578 | 3744655 | 05947 | 32867 | 09677 | 2037892 | 61899 | 04033 | 01794 | 42427 | 0056 | 265664 | 03135 | 280343 | 3735 | 12907 | 1293568 | 4721 | 132473 | 02095 | 25534 | 34151 | 178267 | 1025632 | 2260251 | 511359 | 861772 | 1335793 | 633489 | 71717 | 13467 | 170305 | 19717 | 1206267 | 12340176 | 173879 | 0646 | 3123234 | 0 | 175384 | 28436658 | 3965202 | 640552 | 63348 | 341511 | 44099 | 80049 | 77084 | 344469 | 51792735 | 1025761 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
184 | 524232656 | 108102021 | 12573835 | 994349 | 3108055 | 85305 | 3767189 | 05994 | 33115 | 0974 | 2056552 | 62309 | 04057 | 01808 | 4266 | 00563 | 267326 | 03158 | 282457 | 37673 | 12996 | 1303459 | 47485 | 133593 | 02108 | 2553 | 342449 | 178968 | 1026431 | 2265315 | 511591 | 863441 | 1307699 | 635817 | 706542 | 13426 | 171203 | 19604 | 1205115 | 12236018 | 174441 | 06495 | 3088286 | 0 | 172944 | 28236355 | 3940969 | 639273 | 635808 | 34245 | 44287 | 80072 | 77332 | 346535 | 51760745 | 1026559 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
185 | 437339414 | 70771494 | 8430392 | 65261 | 2554665 | 652835 | 2392714 | 03426 | 18156 | 04714 | 1041036 | 39547 | 02628 | 00995 | 26535 | 0037 | 159446 | 01477 | 156552 | 2268 | 06248 | 708848 | 27222 | 71044 | 01251 | 19986 | 220149 | 103124 | 716232 | 1503063 | 390475 | 594014 | 1100178 | 373981 | 558361 | 08258 | 8558 | 1646 | 856388 | 9494965 | 101737 | 03162 | 25514 | 0 | 13759 | 21687227 | 3218595 | 520092 | 373975 | 220149 | 24651 | 62911 | 47591 | 266073 | 371353675 | 716321 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
186 | 460356602 | 75525146 | 89922 | 696409 | 2660844 | 68376 | 2451797 | 0365 | 19389 | 05116 | 1124364 | 40572 | 02684 | 01066 | 26904 | 0038 | 164732 | 01612 | 167406 | 24129 | 06793 | 760597 | 28117 | 76034 | 01292 | 20873 | 232237 | 110239 | 760722 | 158538 | 405862 | 6223 | 113102 | 399241 | 579222 | 0885 | 93215 | 1735 | 896304 | 9833908 | 108414 | 03457 | 2628309 | 0 | 142595 | 22488223 | 3317278 | 536958 | 399235 | 232238 | 26484 | 6489 | 50509 | 269704 | 391283325 | 760819 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
187 | 466285391 | 69133882 | 8308881 | 638114 | 2586251 | 657368 | 220898 | 03192 | 16728 | 04223 | 9228 | 36568 | 02434 | 00921 | 24083 | 00347 | 145739 | 01304 | 145002 | 21461 | 05594 | 65467 | 24551 | 63994 | 01141 | 20251 | 212738 | 97384 | 716428 | 1467955 | 390705 | 581838 | 1133723 | 355243 | 570318 | 08076 | 78022 | 17219 | 848486 | 957288 | 96154 | 02862 | 2602307 | 0 | 140342 | 21817073 | 3261166 | 525695 | 355238 | 212738 | 2311 | 62861 | 45632 | 256768 | 36921515 | 716518 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
188 | 523764766 | 97053799 | 11373191 | 893421 | 2940655 | 804798 | 3429014 | 05337 | 29384 | 08549 | 1746069 | 56685 | 03711 | 01602 | 38916 | 00516 | 241472 | 02737 | 250839 | 33684 | 11389 | 1154287 | 4276 | 115886 | 01903 | 24235 | 312337 | 160363 | 957381 | 2080614 | 482827 | 797937 | 129134 | 571776 | 685173 | 1228 | 150133 | 19081 | 1124692 | 11702819 | 156628 | 05675 | 3002134 | 0 | 167319 | 2691479 | 3796972 | 612161 | 571769 | 312338 | 39463 | 75852 | 70045 | 324192 | 48103885 | 9575 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
189 | 54623043 | 106160977 | 12384537 | 976795 | 3097526 | 854208 | 3691883 | 05815 | 32109 | 09435 | 198159 | 60909 | 03982 | 01752 | 41788 | 00553 | 260946 | 03049 | 274107 | 36551 | 12569 | 1263441 | 46327 | 129164 | 02058 | 25616 | 338089 | 175413 | 102192 | 2242275 | 51188 | 856629 | 1352776 | 624083 | 722837 | 13327 | 16641 | 19913 | 1202703 | 12386981 | 171119 | 06304 | 3151343 | 0 | 176756 | 28521094 | 3992025 | 644018 | 624074 | 33809 | 43316 | 80265 | 76124 | 34333 | 5160629 | 1022047 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
190 | 53116543 | 107262646 | 12483198 | 986686 | 3086095 | 850342 | 3744031 | 05931 | 32794 | 09672 | 2037195 | 61808 | 04033 | 01789 | 4242 | 0056 | 265435 | 03133 | 279785 | 37211 | 12893 | 1290781 | 47193 | 132327 | 02094 | 25466 | 341191 | 17815 | 1023214 | 2257188 | 510354 | 860625 | 1320786 | 63301 | 710484 | 13409 | 170276 | 19584 | 1203064 | 12255844 | 173637 | 06459 | 3099321 | 0 | 17389 | 28269585 | 3943754 | 638108 | 633001 | 341192 | 44074 | 79908 | 77012 | 344469 | 5163537 | 102334 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
191 | 524891445 | 107753467 | 12531854 | 991131 | 3108055 | 851594 | 3766466 | 05976 | 33031 | 09734 | 2055744 | 62203 | 04057 | 01803 | 42652 | 00563 | 26706 | 03155 | 28181 | 37512 | 12979 | 1300229 | 47466 | 133431 | 02106 | 25532 | 342724 | 179051 | 1026228 | 2266327 | 511873 | 863958 | 131055 | 636117 | 706522 | 13422 | 171276 | 19552 | 120584 | 12230721 | 174438 | 06498 | 3089009 | 0 | 173104 | 282377 | 3940945 | 638909 | 636108 | 342725 | 44306 | 80112 | 7737 | 346535 | 51751545 | 1026356 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
192 | 570737461 | 107609492 | 12598414 | 99049 | 3272643 | 884648 | 373492 | 05831 | 32006 | 09243 | 1928432 | 61791 | 0404 | 01748 | 42185 | 00563 | 262281 | 02969 | 273462 | 36967 | 12319 | 1257919 | 4629 | 127207 | 02067 | 26783 | 343146 | 175214 | 1048995 | 2285464 | 533653 | 878332 | 1418767 | 625027 | 751191 | 13372 | 163166 | 2095 | 1237579 | 12870654 | 171085 | 06161 | 330876 | 0 | 183909 | 29619866 | 4194125 | 677781 | 625019 | 343147 | 43058 | 84065 | 76737 | 358219 | 52801195 | 1049125 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
193 | 506663906 | 80068726 | 9548708 | 738433 | 2806584 | 728293 | 2598916 | 03819 | 20323 | 05392 | 1183345 | 42814 | 02848 | 01116 | 28563 | 00403 | 174125 | 01697 | 175577 | 25164 | 07141 | 79695 | 29787 | 79926 | 01366 | 22255 | 247046 | 117042 | 809808 | 1686847 | 432682 | 662495 | 12392 | 424055 | 630282 | 09495 | 98729 | 18585 | 958029 | 10611713 | 115231 | 0366 | 2843806 | 0 | 154956 | 24225735 | 356597 | 573795 | 424049 | 247047 | 28102 | 69231 | 53682 | 285878 | 4170426 | 809909 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
194 | 480171445 | 69576348 | 8370623 | 642269 | 2586251 | 661832 | 220862 | 03183 | 16686 | 0422 | 922399 | 36515 | 02434 | 00919 | 24079 | 00347 | 145607 | 01303 | 144681 | 21381 | 05585 | 653064 | 24542 | 63909 | 0114 | 20405 | 213856 | 97785 | 721438 | 1476366 | 393351 | 585182 | 1162833 | 356827 | 582865 | 08181 | 78215 | 17426 | 856089 | 9723127 | 96615 | 02868 | 2647387 | 0 | 143289 | 22132053 | 3302294 | 530364 | 356822 | 213857 | 23198 | 63291 | 45854 | 256768 | 37170735 | 721527 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
195 | 514098984 | 96871152 | 11344727 | 891681 | 2940655 | 801348 | 3429763 | 05357 | 29471 | 08556 | 1746906 | 56795 | 03711 | 01608 | 38924 | 00516 | 241747 | 02739 | 251509 | 33851 | 11406 | 1157638 | 42779 | 116054 | 01905 | 24134 | 311534 | 160058 | 9539 | 2074731 | 481044 | 795604 | 1273647 | 570586 | 677541 | 12208 | 149956 | 1894 | 1119731 | 1160986 | 15629 | 05669 | 2974876 | 0 | 165547 | 26719587 | 3771461 | 609554 | 570578 | 311535 | 39394 | 75588 | 69885 | 324192 | 47869235 | 954016 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
196 | 505305156 | 104993555 | 12215374 | 965783 | 3097526 | 838421 | 369431 | 05878 | 3239 | 09455 | 1984311 | 61266 | 03982 | 01769 | 41816 | 00553 | 26184 | 03057 | 276279 | 37093 | 12625 | 1274303 | 46391 | 12972 | 02064 | 25168 | 334701 | 174157 | 1006782 | 2217034 | 504093 | 846615 | 1269295 | 619169 | 68661 | 13013 | 16574 | 19309 | 1180321 | 11954337 | 169739 | 06282 | 3022668 | 0 | 168233 | 27613621 | 3874032 | 631053 | 61916 | 334702 | 43036 | 79021 | 75446 | 34333 | 50636745 | 1006907 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
197 | 487192578 | 106198789 | 1231932 | 976569 | 3086095 | 83293 | 3746575 | 05997 | 33089 | 09693 | 2040039 | 62181 | 04033 | 01807 | 42449 | 0056 | 266369 | 03141 | 282057 | 37778 | 12951 | 1302141 | 47259 | 132919 | 02101 | 24983 | 337616 | 176823 | 1006779 | 2230274 | 502062 | 850018 | 1239024 | 627797 | 674126 | 13093 | 169571 | 18953 | 1179805 | 11821744 | 172253 | 06436 | 2970399 | 0 | 165316 | 2735584 | 3823971 | 6243 | 627789 | 337617 | 43776 | 78581 | 76293 | 344469 | 5057890 | 1006904 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
198 | 49923582 | 10749124 | 12476774 | 988517 | 3108055 | 841884 | 3768441 | 06027 | 3326 | 09751 | 2057948 | 62493 | 04057 | 01816 | 42675 | 00563 | 267785 | 03161 | 283573 | 37952 | 13025 | 1309041 | 47517 | 133893 | 02112 | 25249 | 340489 | 178235 | 1016675 | 2250172 | 506967 | 857609 | 1261692 | 632913 | 686379 | 1324 | 170809 | 19214 | 119222 | 11993381 | 17364 | 06482 | 3016465 | 0 | 168195 | 27726475 | 3874357 | 631441 | 632904 | 34049 | 44121 | 7932 | 76933 | 346535 | 5112771 | 1016801 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
199 | 530396289 | 106727471 | 12464324 | 982121 | 3272643 | 870772 | 3736779 | 0588 | 32221 | 09259 | 1930509 | 62063 | 0404 | 0176 | 42206 | 00563 | 262964 | 02974 | 27512 | 37381 | 12362 | 1266209 | 46338 | 127645 | 02072 | 26335 | 339601 | 173908 | 1034275 | 2259677 | 525723 | 868034 | 1339966 | 619951 | 717345 | 13083 | 16245 | 20408 | 1215419 | 12466929 | 169747 | 06138 | 3186974 | 0 | 175815 | 28761121 | 4081381 | 66499 | 619942 | 339602 | 42766 | 8276 | 76037 | 358219 | 51954275 | 1034404 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
200 | 455425312 | 78334146 | 9306249 | 722142 | 2806584 | 711532 | 2600539 | 03861 | 2051 | 05405 | 1185156 | 43051 | 02848 | 01127 | 28582 | 00403 | 174719 | 01702 | 177024 | 25525 | 07179 | 804181 | 29829 | 80305 | 01371 | 21691 | 242846 | 115519 | 791115 | 1655562 | 422963 | 650108 | 1145003 | 418067 | 589438 | 09145 | 97945 | 17882 | 931288 | 10120993 | 113626 | 03634 | 2696019 | 0 | 145283 | 23184473 | 3428287 | 557758 | 41806 | 242847 | 27762 | 67661 | 52849 | 285878 | 407508375 | 791213 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
201 | 443417891 | 68103125 | 8172311 | 628496 | 2586251 | 649292 | 2209629 | 03209 | 16803 | 04228 | 923525 | 36663 | 02434 | 00926 | 24091 | 00347 | 145977 | 01306 | 145581 | 21605 | 05609 | 657565 | 24568 | 64147 | 01143 | 20002 | 210893 | 96718 | 707931 | 1454214 | 386455 | 576435 | 1094107 | 352618 | 553628 | 07924 | 77675 | 16906 | 837111 | 9370323 | 95442 | 02851 | 2541038 | 0 | 136387 | 21383855 | 3203644 | 518849 | 352613 | 210894 | 2296 | 6216 | 45267 | 256768 | 3648849 | 708018 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
202 | 506275586 | 96245244 | 11268118 | 885893 | 2940655 | 797535 | 3430027 | 05363 | 29501 | 08558 | 1747201 | 56833 | 03711 | 01609 | 38927 | 00516 | 241844 | 0274 | 251742 | 33909 | 11412 | 1158805 | 42786 | 116122 | 01906 | 24043 | 310858 | 159801 | 950886 | 2069569 | 479431 | 793521 | 1258334 | 569606 | 670326 | 12145 | 149826 | 18808 | 111526 | 11521637 | 155989 | 05664 | 2949321 | 0 | 163923 | 26536577 | 3747289 | 606176 | 569598 | 310859 | 39338 | 7527 | 69745 | 324192 | 47705325 | 951005 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
203 | 547338828 | 105760361 | 12340909 | 973134 | 3097526 | 853094 | 369194 | 05817 | 32116 | 09435 | 1981656 | 60918 | 03982 | 01753 | 41789 | 00553 | 260968 | 03049 | 274159 | 36564 | 1257 | 1263701 | 46329 | 129181 | 02058 | 25622 | 338164 | 175419 | 1022066 | 224258 | 511993 | 85675 | 135402 | 624142 | 72237 | 13323 | 166408 | 19892 | 1202858 | 12380164 | 171091 | 06304 | 3150869 | 0 | 176772 | 28513777 | 3991186 | 643451 | 624133 | 338165 | 43318 | 80226 | 7613 | 34333 | 5161853 | 1022192 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
204 | 53254207 | 10704957 | 12460326 | 984739 | 3086095 | 850888 | 3744009 | 0593 | 32792 | 09672 | 2037167 | 61804 | 04033 | 01789 | 42419 | 0056 | 265426 | 03133 | 279763 | 37206 | 12892 | 1290673 | 47193 | 132324 | 02093 | 25481 | 34127 | 17818 | 1023754 | 2257865 | 510541 | 860838 | 1328636 | 633131 | 713306 | 13433 | 170296 | 1962 | 1204137 | 12288119 | 173712 | 0646 | 3109189 | 0 | 174584 | 28334482 | 3951195 | 638384 | 633122 | 341271 | 44081 | 79921 | 77028 | 344469 | 51686245 | 1023881 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
205 | 515619609 | 107627998 | 12512426 | 989937 | 3108055 | 848181 | 3767542 | 06004 | 33156 | 09743 | 2056946 | 62361 | 04057 | 0181 | 42664 | 00563 | 267455 | 03159 | 282771 | 37751 | 13004 | 130503 | 47494 | 133682 | 02109 | 25435 | 341849 | 178736 | 1022957 | 2260354 | 510072 | 861558 | 1295969 | 634886 | 701008 | 13366 | 171084 | 19456 | 1201267 | 12165701 | 174167 | 06491 | 3068333 | 0 | 17172 | 28089741 | 3921216 | 636421 | 634877 | 34185 | 44235 | 79825 | 77205 | 346535 | 51523755 | 1023086 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
206 | 559155352 | 107678438 | 12602854 | 991097 | 3272643 | 881082 | 373616 | 05864 | 32149 | 09254 | 1929816 | 61972 | 0404 | 01756 | 42199 | 00563 | 262735 | 02972 | 274566 | 37243 | 12348 | 1263435 | 46322 | 127496 | 0207 | 26663 | 3421 | 174831 | 1045125 | 2278138 | 531379 | 875306 | 1398521 | 623552 | 742421 | 13296 | 162955 | 20818 | 1231437 | 12767202 | 170731 | 06154 | 3277265 | 0 | 181828 | 29396121 | 416439 | 674231 | 623543 | 342101 | 42974 | 837 | 76534 | 358219 | 52570925 | 1045256 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
207 | 506870938 | 80356079 | 9587531 | 741122 | 2806584 | 728165 | 2599178 | 03826 | 20353 | 05394 | 1183638 | 42852 | 02848 | 01118 | 28566 | 00403 | 174221 | 01697 | 175811 | 25222 | 07147 | 798117 | 29794 | 79988 | 01367 | 22261 | 247053 | 117049 | 809886 | 1687054 | 432752 | 662563 | 1241587 | 424082 | 631846 | 09503 | 98727 | 18603 | 958509 | 10630759 | 115263 | 0366 | 2848736 | 0 | 155291 | 24260281 | 3570318 | 574108 | 424077 | 247054 | 28103 | 69235 | 53687 | 285878 | 41704265 | 809987 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
208 | 476776602 | 69695103 | 8385077 | 643367 | 2586251 | 660413 | 2208886 | 0319 | 16717 | 04222 | 922697 | 36554 | 02434 | 00921 | 24082 | 00347 | 145705 | 01304 | 144919 | 2144 | 05592 | 654254 | 24549 | 63971 | 01141 | 20373 | 213595 | 97696 | 720109 | 1474549 | 392821 | 584509 | 1161592 | 356457 | 583248 | 0817 | 78156 | 17397 | 855266 | 9725438 | 96542 | 02866 | 2647238 | 0 | 143323 | 22128208 | 3301278 | 530069 | 356452 | 213596 | 23177 | 63218 | 45806 | 256768 | 3708495 | 720199 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
209 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
210 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
211 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
212 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
total | 15714067229 | 2942955836 | 34523952 | 27094175 | 91549482 | 24531355 | 101520281 | 157712 | 861844 | 246051 | 51741275 | 1680449 | 109977 | 47109 | 1142159 | 15352 | 7089862 | 78889 | 7372724 | 1005657 | 327875 | 33865345 | 124571 | 3421284 | 55828 | 741228 | 9317945 | 4721529 | 28775363 | 62283709 | 14706694 | 23988876 | 39068661 | 1687309 | 206461 | 362124 | 4353162 | 586302 | 33867757 | 354224062 | 4615621 | 164092 | 91435955 | 0 | 5059242 | 814519902 | 116029701 | 18778919 | 16872852 | 9317974 | 1157574 | 2320375 | 2078251 | 990182 | 14559761825 | 28778949 |
Day | CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
UNIT | (tonday) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
182 | 550345586 | 107608145 | 12502397 | 989691 | 310828 | 856831 | 3567357 | 05658 | 31135 | 09072 | 1925412 | 59006 | 03847 | 01701 | 40203 | 00538 | 251843 | 0293 | 265952 | 35758 | 12101 | 1225573 | 44545 | 124863 | 01985 | 25582 | 336239 | 174088 | 1017571 | 2232628 | 511447 | 853645 | 1360904 | 619321 | 724954 | 13268 | 164723 | 19963 | 1200083 | 12409099 | 169924 | 06238 | 3161849 | 0 | 177483 | 28549587 | 4000557 | 64479 | 619313 | 33624 | 42945 | 802 | 7563 | 343193 | 51868765 | 1017698 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
183 | 537438633 | 109041016 | 12638774 | 100262 | 3097112 | 855209 | 3615965 | 05772 | 31804 | 09299 | 1979617 | 59866 | 03894 | 01738 | 40789 | 00544 | 256102 | 03011 | 271484 | 36421 | 12412 | 1252267 | 45359 | 12793 | 02019 | 25454 | 339312 | 176817 | 1019732 | 2248136 | 510174 | 857823 | 1335979 | 628221 | 716431 | 13381 | 168547 | 19717 | 120164 | 12325565 | 17253 | 06391 | 3122314 | 0 | 175391 | 28385635 | 396321 | 640107 | 628212 | 339313 | 43698 | 79893 | 76522 | 344328 | 51979475 | 1019861 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
184 | 524297539 | 109431494 | 12669756 | 1006093 | 3119112 | 854717 | 3637993 | 05818 | 32046 | 0936 | 1998384 | 60268 | 03917 | 01752 | 41016 | 00547 | 257721 | 03033 | 273546 | 36738 | 12498 | 126191 | 45626 | 129037 | 02032 | 2545 | 340238 | 17751 | 102049 | 2253131 | 510399 | 859472 | 1307884 | 630517 | 705801 | 13339 | 169436 | 19604 | 1200464 | 12221405 | 173084 | 06426 | 3087361 | 0 | 172953 | 28185151 | 3938969 | 638826 | 630508 | 340239 | 43884 | 79915 | 76767 | 346394 | 51951515 | 1020616 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
185 | 437773125 | 71651963 | 8499877 | 660438 | 2559784 | 654214 | 234319 | 03353 | 17714 | 04555 | 102468 | 38765 | 02574 | 00972 | 25916 | 00364 | 155698 | 01427 | 152824 | 22287 | 0604 | 691445 | 26498 | 69363 | 01221 | 19958 | 219436 | 10265 | 714026 | 1499196 | 390105 | 592737 | 1100361 | 372201 | 558199 | 08232 | 8501 | 1646 | 854921 | 9492202 | 101298 | 0314 | 2551174 | 0 | 13766 | 21673279 | 3218082 | 51996 | 372195 | 219437 | 24518 | 62861 | 47403 | 266018 | 372933275 | 714115 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
186 | 460812227 | 7647417 | 9068168 | 704854 | 2666135 | 685308 | 2398465 | 03567 | 18889 | 04935 | 1114379 | 3971 | 02625 | 0104 | 26224 | 00373 | 160574 | 01558 | 163208 | 23682 | 06556 | 74093 | 27313 | 74439 | 01259 | 20839 | 231264 | 109585 | 758062 | 1579993 | 405349 | 620526 | 1131224 | 396854 | 578962 | 08812 | 92423 | 1735 | 894257 | 982927 | 107805 | 03426 | 2627979 | 0 | 142668 | 22467942 | 3316533 | 536773 | 396848 | 231265 | 26303 | 6482 | 50254 | 269624 | 39305575 | 758156 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
187 | 466855312 | 69961797 | 8376148 | 645492 | 2590594 | 658759 | 2169618 | 0313 | 16352 | 04086 | 917595 | 35933 | 0239 | 00901 | 23586 | 00342 | 142659 | 01264 | 141828 | 21123 | 05415 | 639808 | 23956 | 62852 | 01117 | 20227 | 212105 | 96954 | 714576 | 1464468 | 39038 | 580678 | 1133938 | 353649 | 570182 | 08052 | 77503 | 17219 | 84716 | 9570711 | 95755 | 02842 | 2602123 | 0 | 14042 | 21804966 | 326074 | 525581 | 353644 | 212105 | 2299 | 62815 | 45462 | 25671 | 37080305 | 714664 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
188 | 523926797 | 98123252 | 11448221 | 90285 | 2950578 | 806024 | 3314088 | 05186 | 28463 | 08223 | 1691687 | 54876 | 03587 | 01554 | 37449 | 00502 | 233009 | 02629 | 243179 | 32884 | 10962 | 1118634 | 41122 | 111822 | 01836 | 24168 | 310455 | 159117 | 952362 | 2070222 | 481815 | 794547 | 1291528 | 567256 | 684523 | 12206 | 148622 | 19081 | 1120711 | 11689817 | 155469 | 05615 | 3001324 | 0 | 167308 | 26870459 | 3795227 | 611778 | 567248 | 310456 | 39119 | 75718 | 69562 | 324067 | 48243285 | 952481 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
189 | 546350859 | 107439736 | 12476725 | 988092 | 310828 | 855801 | 3566882 | 05646 | 31079 | 09068 | 1924878 | 58935 | 03847 | 01698 | 40197 | 00538 | 251668 | 02929 | 265526 | 35652 | 1209 | 1223441 | 44532 | 124751 | 01984 | 2554 | 335979 | 17402 | 1016236 | 2230646 | 510745 | 85284 | 1352971 | 619018 | 72213 | 13245 | 164722 | 19913 | 1198262 | 12373021 | 169823 | 06238 | 3150458 | 0 | 176764 | 28472209 | 3990119 | 643592 | 619009 | 33598 | 42931 | 80115 | 75583 | 343193 | 51788525 | 1016362 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
190 | 531243477 | 108574492 | 12577657 | 998272 | 3097112 | 851977 | 3615337 | 05756 | 31731 | 09294 | 197892 | 59775 | 03894 | 01734 | 40781 | 00544 | 255873 | 03009 | 270926 | 36282 | 12398 | 124948 | 45343 | 127785 | 02017 | 25387 | 338992 | 176701 | 1017314 | 2245073 | 50917 | 856676 | 1320973 | 62774 | 709745 | 13323 | 168518 | 19584 | 1198439 | 12241244 | 172288 | 0639 | 3098398 | 0 | 173897 | 28218577 | 3941761 | 637662 | 627731 | 338993 | 43673 | 79751 | 7645 | 344328 | 5182256 | 1017441 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
191 | 524970508 | 109080293 | 12627539 | 1002852 | 3119112 | 853268 | 3637274 | 058 | 31962 | 09354 | 1997575 | 60162 | 03917 | 01747 | 41007 | 00547 | 257455 | 03031 | 272899 | 36577 | 12481 | 1258679 | 45607 | 128874 | 0203 | 25452 | 340515 | 177595 | 1020288 | 2254155 | 510683 | 859993 | 1310739 | 630823 | 705782 | 13336 | 16951 | 19552 | 1201195 | 12216127 | 173083 | 06428 | 3088084 | 0 | 173114 | 28186562 | 3938949 | 638463 | 630814 | 340516 | 43904 | 79955 | 76805 | 346394 | 5194325 | 1020416 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
192 | 570961172 | 108849863 | 12687565 | 1001446 | 3283233 | 886188 | 3613413 | 05669 | 3102 | 08893 | 1873324 | 59876 | 03909 | 01696 | 40637 | 00548 | 253301 | 02854 | 265248 | 36109 | 11861 | 1219671 | 44552 | 122947 | 01995 | 26711 | 341175 | 173911 | 1043625 | 2274608 | 532595 | 874787 | 141898 | 620277 | 750536 | 13295 | 161587 | 2095 | 1233427 | 12857703 | 169873 | 06099 | 3307937 | 0 | 183919 | 29574299 | 4192343 | 677384 | 620268 | 341176 | 42698 | 83924 | 76231 | 358088 | 5297687 | 1043756 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
193 | 507163867 | 81065264 | 9628386 | 7473 | 2812204 | 729916 | 25425 | 03732 | 19798 | 05202 | 1172352 | 41903 | 02785 | 01089 | 27844 | 00396 | 169738 | 0164 | 171168 | 24694 | 06892 | 776299 | 28939 | 78231 | 01331 | 22219 | 246034 | 116361 | 807032 | 1681241 | 432148 | 660647 | 1239423 | 421569 | 630014 | 09456 | 97905 | 18585 | 955898 | 1060692 | 114598 | 03627 | 2843462 | 0 | 155034 | 24204695 | 3565198 | 573603 | 421563 | 246035 | 27913 | 69158 | 53417 | 285795 | 418902575 | 807132 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
194 | 48075875 | 704079 | 8438246 | 649678 | 2590594 | 663229 | 216926 | 03121 | 1631 | 04083 | 917194 | 3588 | 0239 | 00899 | 23581 | 00342 | 142527 | 01263 | 141507 | 21043 | 05406 | 638202 | 23947 | 62767 | 01116 | 20381 | 213227 | 97358 | 71959 | 1472901 | 393028 | 584029 | 1163052 | 355241 | 582733 | 08157 | 77699 | 17426 | 854771 | 9721018 | 96218 | 02848 | 2647207 | 0 | 143368 | 22120122 | 3301873 | 530251 | 355236 | 213228 | 23079 | 63245 | 45685 | 25671 | 373304375 | 719679 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
195 | 514250234 | 97938555 | 11419491 | 901091 | 2950577 | 802572 | 3314836 | 05205 | 2855 | 08229 | 1692527 | 54985 | 03587 | 01559 | 37458 | 00502 | 233285 | 02631 | 243849 | 33051 | 10979 | 1121986 | 41142 | 11199 | 01838 | 24067 | 309651 | 158812 | 948876 | 2064328 | 480031 | 79221 | 1273831 | 566062 | 67689 | 12134 | 148445 | 1894 | 1115749 | 11596826 | 155129 | 05609 | 2974066 | 0 | 165536 | 26675222 | 3769716 | 609171 | 566054 | 309652 | 3905 | 75454 | 69402 | 324067 | 48008575 | 948992 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
196 | 505387695 | 106259365 | 12306235 | 97696 | 310828 | 840006 | 3569312 | 05709 | 31361 | 09089 | 1927599 | 59292 | 03847 | 01715 | 40225 | 00538 | 252561 | 02937 | 267698 | 36194 | 12146 | 1234302 | 44595 | 125307 | 0199 | 25091 | 332582 | 17276 | 1001081 | 2205363 | 502953 | 842812 | 1269477 | 614087 | 685899 | 1293 | 164046 | 19309 | 1175865 | 11940255 | 168439 | 06216 | 3021779 | 0 | 16824 | 27564502 | 3872111 | 630624 | 614079 | 332583 | 42649 | 7887 | 74904 | 343193 | 5081793 | 1001204 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
197 | 487229883 | 107500098 | 12412637 | 988061 | 3097112 | 834552 | 3617882 | 05822 | 32026 | 09315 | 1981765 | 60148 | 03894 | 01751 | 40811 | 00544 | 256807 | 03017 | 273199 | 36849 | 12456 | 1260839 | 45409 | 128377 | 02024 | 24903 | 335408 | 175368 | 1000858 | 2218107 | 500871 | 846053 | 1239199 | 622508 | 673382 | 13007 | 167806 | 18953 | 117516 | 11807014 | 170898 | 06367 | 2969467 | 0 | 16532 | 27304531 | 3821966 | 623853 | 622499 | 335409 | 43374 | 78424 | 75728 | 344328 | 50764745 | 1000983 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
198 | 499280117 | 108814004 | 12571898 | 1000199 | 3119112 | 84354 | 3639248 | 05851 | 32191 | 09371 | 199978 | 60451 | 03917 | 0176 | 4103 | 00547 | 25818 | 03037 | 274662 | 37017 | 12527 | 1267492 | 45659 | 129337 | 02035 | 25169 | 338273 | 176774 | 101072 | 2237961 | 505773 | 853631 | 1261871 | 627602 | 685635 | 13154 | 169038 | 19214 | 1187561 | 11978667 | 17228 | 06413 | 3015536 | 0 | 168202 | 27675078 | 3872352 | 630993 | 627593 | 338274 | 43717 | 79163 | 76367 | 346394 | 51317375 | 1010846 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
199 | 530561562 | 107957803 | 12552368 | 992981 | 3283233 | 87229 | 3615271 | 05717 | 31235 | 08908 | 1875401 | 60148 | 03909 | 01709 | 40658 | 00548 | 253982 | 02859 | 266907 | 36522 | 11904 | 1227961 | 446 | 123384 | 02 | 26262 | 337616 | 172598 | 1028883 | 2248752 | 524659 | 864469 | 1340166 | 615175 | 716681 | 13005 | 160862 | 20408 | 1211242 | 12453776 | 168528 | 06075 | 3186141 | 0 | 175822 | 28715171 | 4079582 | 664589 | 615166 | 337618 | 42404 | 82619 | 75528 | 358088 | 5212733 | 1029012 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
200 | 455853828 | 7931667 | 93846 | 730882 | 2812204 | 71313 | 2544122 | 03774 | 19985 | 05216 | 1174162 | 4214 | 02785 | 011 | 27863 | 00396 | 170332 | 01645 | 172614 | 25055 | 0693 | 783529 | 28981 | 78611 | 01336 | 21654 | 24182 | 11483 | 788314 | 1649881 | 422421 | 648239 | 1145206 | 415553 | 58916 | 09106 | 97111 | 17882 | 92913 | 10116039 | 112985 | 03602 | 2695664 | 0 | 145357 | 2316293 | 3427494 | 557562 | 415548 | 24182 | 27572 | 67587 | 52581 | 285795 | 40933975 | 788412 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
201 | 443959492 | 68923154 | 8238903 | 635802 | 2590594 | 650676 | 2170269 | 03147 | 16427 | 04092 | 918321 | 36028 | 0239 | 00906 | 23593 | 00342 | 142897 | 01266 | 142407 | 21267 | 0543 | 642702 | 23973 | 63005 | 01118 | 19979 | 210256 | 96286 | 706068 | 1450708 | 386127 | 575268 | 1094315 | 351016 | 55349 | 079 | 77153 | 16906 | 835777 | 9368105 | 95041 | 0283 | 2540853 | 0 | 136464 | 21371643 | 3203213 | 518734 | 351012 | 210257 | 2284 | 62113 | 45097 | 25671 | 366466925 | 706156 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
202 | 506423203 | 97306289 | 11342378 | 895246 | 2950578 | 79876 | 33151 | 05212 | 2858 | 08231 | 1692819 | 55024 | 03587 | 01561 | 37461 | 00502 | 233381 | 02632 | 244082 | 3311 | 10985 | 1123153 | 41149 | 112058 | 01838 | 23976 | 308973 | 158553 | 94586 | 2059155 | 478417 | 790123 | 1258522 | 565078 | 669674 | 1207 | 148313 | 18808 | 1111272 | 11508597 | 154828 | 05605 | 2948513 | 0 | 163911 | 26492124 | 3745542 | 605793 | 56507 | 308974 | 38993 | 75136 | 69262 | 324067 | 47844705 | 945979 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
203 | 547465781 | 107036797 | 12432935 | 984409 | 310828 | 854689 | 3566939 | 05647 | 31086 | 09069 | 1924944 | 58944 | 03847 | 01699 | 40198 | 00538 | 251689 | 02929 | 265577 | 35665 | 12091 | 1223699 | 44534 | 124767 | 01984 | 25546 | 336056 | 174028 | 1016385 | 2230966 | 510859 | 852962 | 1354217 | 619082 | 721664 | 1324 | 164722 | 19892 | 1198422 | 12366207 | 169797 | 06238 | 3149984 | 0 | 176781 | 28464958 | 3989279 | 643025 | 619074 | 336057 | 42933 | 80076 | 7559 | 343193 | 51800855 | 1016511 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
204 | 532626055 | 108359941 | 1255475 | 996315 | 3097112 | 852527 | 3615315 | 05755 | 31729 | 09294 | 1978892 | 59771 | 03894 | 01733 | 40781 | 00544 | 255864 | 03009 | 270904 | 36277 | 12397 | 1249371 | 45342 | 127781 | 02017 | 25402 | 339072 | 176731 | 1017856 | 2245757 | 509357 | 856891 | 1328824 | 627864 | 712568 | 13347 | 168539 | 1962 | 1199515 | 12273542 | 172364 | 06391 | 3108267 | 0 | 174592 | 28283545 | 3949206 | 637939 | 627856 | 339073 | 43681 | 79765 | 76466 | 344328 | 5187411 | 1017984 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
205 | 515687812 | 108950957 | 12607778 | 1001624 | 3119112 | 849856 | 3638351 | 05828 | 32087 | 09363 | 1998777 | 6032 | 03917 | 01754 | 4102 | 00547 | 25785 | 03034 | 27386 | 36817 | 12506 | 1263481 | 45635 | 129125 | 02033 | 25355 | 339638 | 177278 | 1017015 | 224817 | 50888 | 857588 | 1296155 | 629587 | 700267 | 1328 | 169317 | 19456 | 1196616 | 12151095 | 172811 | 06422 | 3067405 | 0 | 17173 | 28038574 | 3919215 | 635975 | 629578 | 339639 | 43832 | 79668 | 76639 | 346394 | 5171572 | 1017142 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
206 | 559365742 | 108920059 | 12692112 | 1002062 | 3283233 | 882623 | 3614648 | 05701 | 31163 | 08903 | 1874705 | 60057 | 03909 | 01704 | 40651 | 00548 | 253754 | 02857 | 266352 | 36384 | 11889 | 1225186 | 44584 | 123236 | 01998 | 26592 | 340126 | 173526 | 1039753 | 2267264 | 53032 | 871758 | 1398732 | 618797 | 741763 | 13219 | 161374 | 20818 | 1227278 | 12754191 | 169517 | 06092 | 327644 | 0 | 181838 | 29350454 | 416261 | 673834 | 618788 | 340127 | 42613 | 8356 | 76027 | 358088 | 5274666 | 1039882 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
207 | 507372734 | 8135666 | 9667616 | 750024 | 2812204 | 729794 | 2542762 | 03739 | 19828 | 05205 | 1172643 | 41941 | 02785 | 0109 | 27847 | 00396 | 169834 | 01641 | 171401 | 24753 | 06898 | 777465 | 28946 | 78294 | 01332 | 22225 | 246041 | 116369 | 80711 | 1681456 | 432219 | 660718 | 1241812 | 421599 | 631578 | 09464 | 97904 | 18603 | 956381 | 10625994 | 114631 | 03627 | 2848392 | 0 | 155368 | 24239277 | 3569548 | 573916 | 421593 | 246042 | 27915 | 69161 | 53422 | 285795 | 418907975 | 807211 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
208 | 477357266 | 70527383 | 845277 | 650783 | 2590594 | 661812 | 2169527 | 03128 | 16341 | 04085 | 917493 | 35919 | 0239 | 00901 | 23585 | 00342 | 142625 | 01263 | 141745 | 21102 | 05412 | 639393 | 23954 | 62828 | 01116 | 2035 | 212966 | 97268 | 718259 | 1471079 | 392498 | 583355 | 116181 | 354871 | 583115 | 08146 | 7764 | 17397 | 853948 | 9723323 | 96145 | 02846 | 264706 | 0 | 143402 | 22116257 | 3300857 | 529956 | 354866 | 212966 | 23057 | 63172 | 45638 | 25671 | 37244745 | 71835 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
209 | 493879023 | 97750146 | 11382499 | 899234 | 2950577 | 794794 | 3316314 | 05244 | 28721 | 08241 | 1694174 | 55201 | 03587 | 01569 | 37475 | 00502 | 233825 | 02636 | 245164 | 3338 | 11013 | 1128563 | 4118 | 11233 | 01842 | 23848 | 308 | 158231 | 941328 | 2052231 | 476285 | 787461 | 1235654 | 563737 | 661815 | 11993 | 148141 | 18673 | 110552 | 11418068 | 154535 | 05599 | 2918821 | 0 | 161856 | 26288225 | 3719234 | 603418 | 563729 | 308001 | 38919 | 74874 | 69082 | 324067 | 4750861 | 941445 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
210 | 501601797 | 106766592 | 12363163 | 98161 | 310828 | 837056 | 3570248 | 05733 | 31469 | 09097 | 1928644 | 59429 | 03847 | 01721 | 40236 | 00538 | 252905 | 0294 | 268534 | 36402 | 12168 | 1238481 | 4462 | 125539 | 01993 | 25052 | 332394 | 172695 | 999385 | 2203632 | 502447 | 842257 | 1266022 | 613797 | 684529 | 1291 | 164011 | 19257 | 1174648 | 11926206 | 168402 | 06215 | 3017098 | 0 | 167892 | 27530923 | 3867845 | 629654 | 613788 | 332395 | 42633 | 78788 | 74864 | 343193 | 50673465 | 999509 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
211 | 499065391 | 1080754 | 12491169 | 993448 | 3097112 | 838422 | 3617741 | 05818 | 32009 | 09314 | 1981601 | 60127 | 03894 | 0175 | 40809 | 00544 | 256754 | 03017 | 273069 | 36816 | 12453 | 1260192 | 45405 | 128356 | 02024 | 25033 | 336342 | 175714 | 1005075 | 2225249 | 503128 | 848925 | 1262951 | 62386 | 684556 | 13092 | 167969 | 19123 | 1181768 | 1194052 | 171272 | 06372 | 3008639 | 0 | 16793 | 27580256 | 3858219 | 627769 | 623851 | 336343 | 4345 | 78764 | 75918 | 344328 | 5101658 | 1005201 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
212 | 510059453 | 108986191 | 1260348 | 1001878 | 3119112 | 847428 | 3638601 | 05834 | 32116 | 09365 | 1999056 | 60356 | 03917 | 01756 | 41023 | 00547 | 257942 | 03035 | 274084 | 36873 | 12512 | 1264602 | 45642 | 129189 | 02033 | 25287 | 339179 | 1771 | 1014762 | 2244555 | 507774 | 85619 | 1282462 | 628914 | 693614 | 1323 | 169223 | 19361 | 1193048 | 12073188 | 172611 | 06419 | 3044861 | 0 | 170169 | 27880522 | 3899013 | 633856 | 628905 | 33918 | 43792 | 79466 | 76542 | 346394 | 5157857 | 1014889 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
1575032492 | 3008455449 | 351116241 | 27682287 | 92299436 | 24715968 | 99267828 | 155072 | 845207 | 239811 | 512493 | 1645236 | 107479 | 46259 | 1111954 | 1509 | 6922635 | 76963 | 7235403 | 992784 | 319808 | 33228736 | 1212689 | 3359175 | 54493 | 743159 | 9349364 | 4737588 | 28828492 | 62511012 | 14763057 | 2407931 | 39179182 | 16921876 | 20706272 | 363329 | 4367819 | 588024 | 33990128 | 355575715 | 4631961 | 164646 | 91728656 | 0 | 5080389 | 817447675 | 116450563 | 18849431 | 16921638 | 9349393 | 1161079 | 232903 | 2084828 | 9959974 | 14719855875 | 28832085 |
Day | CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
UNIT | (tonday) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
182 | 527521289 | 104187705 | 12096017 | 95816 | 2916008 | 843671 | 4167513 | 05895 | 3271 | 09609 | 1985614 | 67723 | 04539 | 01768 | 48289 | 00617 | 288101 | 03065 | 278758 | 36556 | 1268 | 1275076 | 51515 | 131479 | 02273 | 25075 | 337565 | 175434 | 993582 | 2229801 | 50918 | 856529 | 1353648 | 623222 | 720678 | 13149 | 166413 | 18945 | 119824 | 12369397 | 171206 | 06304 | 3144352 | 0 | 176114 | 28465674 | 3984323 | 641234 | 623213 | 337566 | 43272 | 80196 | 76002 | 347433 | 51099815 | 993707 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
183 | 516131016 | 10563458 | 12237189 | 971244 | 2904136 | 842359 | 4225359 | 06016 | 33424 | 0985 | 2041453 | 68736 | 04596 | 01806 | 49006 | 00624 | 292997 | 0315 | 284641 | 37257 | 13009 | 1303341 | 52451 | 134711 | 02313 | 2499 | 340949 | 178289 | 997305 | 2247655 | 508591 | 861603 | 1329856 | 632622 | 712877 | 13274 | 170318 | 18739 | 1201132 | 12297847 | 173919 | 0646 | 3108173 | 0 | 174193 | 28330491 | 3951694 | 637453 | 632614 | 34095 | 44055 | 79982 | 7696 | 348596 | 51223245 | 997429 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
184 | 503450664 | 106042188 | 12271257 | 974882 | 2924994 | 841786 | 425044 | 06064 | 33675 | 09914 | 2060127 | 69181 | 04623 | 0182 | 49274 | 00628 | 2948 | 03173 | 286774 | 37578 | 13098 | 1313258 | 52754 | 135841 | 02327 | 24987 | 341892 | 17899 | 998159 | 2252749 | 508832 | 863277 | 1302012 | 634953 | 702371 | 13233 | 171216 | 18626 | 1200029 | 12194872 | 174479 | 06495 | 3073632 | 0 | 171785 | 28132668 | 3927747 | 63619 | 634944 | 341893 | 44243 | 80006 | 77209 | 35068 | 51189375 | 998281 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
185 | 412640312 | 68845259 | 8147964 | 634411 | 2409311 | 641414 | 2740057 | 03459 | 18482 | 04837 | 1043001 | 44355 | 03036 | 01 | 31243 | 00417 | 178836 | 01486 | 15917 | 22469 | 06307 | 71325 | 30963 | 72514 | 01405 | 19276 | 218121 | 102629 | 684281 | 1479467 | 383548 | 588276 | 1089621 | 37107 | 55067 | 0805 | 85518 | 15417 | 843984 | 9385507 | 101387 | 03162 | 2517846 | 0 | 135598 | 21423406 | 3175189 | 511009 | 371065 | 218121 | 2451 | 62264 | 47169 | 269326 | 3656006 | 684366 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
186 | 433033164 | 73375015 | 867765 | 676099 | 2507971 | 671238 | 281798 | 03669 | 19663 | 05239 | 1125698 | 45582 | 03115 | 01067 | 31891 | 00429 | 18506 | 01619 | 169581 | 23769 | 06841 | 762396 | 3207 | 7744 | 01454 | 20091 | 229999 | 109689 | 725827 | 1559375 | 398227 | 615963 | 1119706 | 396025 | 570644 | 0862 | 93147 | 16195 | 882599 | 971358 | 108043 | 03457 | 2591316 | 0 | 140381 | 22197629 | 3269388 | 526941 | 396019 | 229999 | 26328 | 64165 | 50043 | 273629 | 38495705 | 725918 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
187 | 436329062 | 66922847 | 7985676 | 617234 | 2439078 | 644435 | 2547927 | 03206 | 16962 | 04337 | 923902 | 41163 | 02833 | 00921 | 2868 | 00392 | 164437 | 01311 | 146909 | 21092 | 05635 | 65571 | 28191 | 65259 | 0129 | 19397 | 210028 | 96685 | 679347 | 1438193 | 381735 | 573865 | 1120289 | 351393 | 560384 | 07834 | 77932 | 16007 | 832386 | 9428972 | 95666 | 02862 | 2558507 | 0 | 137795 | 21471216 | 3203411 | 513796 | 351388 | 210028 | 22924 | 61948 | 45072 | 260426 | 362687875 | 679432 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
188 | 501372383 | 95002676 | 11072416 | 874043 | 2768458 | 793734 | 3877832 | 054 | 29896 | 08711 | 1749341 | 63047 | 04237 | 01614 | 45048 | 00576 | 266934 | 02751 | 254808 | 33581 | 11483 | 116314 | 47645 | 117959 | 02106 | 23658 | 311449 | 160278 | 928444 | 2065771 | 479206 | 796619 | 1284231 | 57049 | 680104 | 12084 | 15013 | 18094 | 1118042 | 11645947 | 156587 | 05675 | 2982958 | 0 | 165942 | 26774353 | 3777099 | 60786 | 570481 | 31145 | 39399 | 75651 | 69859 | 328078 | 4754195 | 928561 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
189 | 523637695 | 104034453 | 12072527 | 956702 | 2916008 | 842744 | 4167044 | 05883 | 32656 | 09606 | 1985091 | 67655 | 04539 | 01764 | 48284 | 00617 | 287929 | 03064 | 27834 | 36452 | 12669 | 1272988 | 51503 | 131369 | 02272 | 25034 | 337313 | 175369 | 992318 | 2227886 | 508499 | 855748 | 1345992 | 62293 | 717929 | 13127 | 166414 | 18898 | 119647 | 12334379 | 171111 | 06304 | 3133279 | 0 | 175412 | 28390537 | 3974153 | 640067 | 622921 | 337314 | 43259 | 80114 | 75957 | 347433 | 51024665 | 992444 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
190 | 510116523 | 105199639 | 12180325 | 967191 | 2904136 | 839198 | 4224749 | 06001 | 33353 | 09845 | 2040769 | 68646 | 04596 | 01802 | 48999 | 00624 | 292772 | 03148 | 284094 | 3712 | 12995 | 1300601 | 52435 | 134568 | 02311 | 24926 | 340637 | 178174 | 995043 | 2244696 | 507615 | 860476 | 1315009 | 632154 | 706271 | 13217 | 170289 | 18612 | 1197995 | 12214474 | 173678 | 06459 | 3084567 | 0 | 172719 | 28165559 | 3930524 | 635055 | 632145 | 340638 | 44031 | 79843 | 76889 | 348596 | 5106909 | 995166 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
191 | 503891562 | 105700977 | 12230387 | 971735 | 2924994 | 840322 | 4249734 | 06046 | 33593 | 09908 | 2059337 | 69077 | 04623 | 01816 | 49265 | 00628 | 29454 | 0317 | 286142 | 3742 | 13082 | 1310098 | 52735 | 135682 | 02325 | 24989 | 342152 | 17907 | 997955 | 2253701 | 509089 | 863755 | 1304632 | 635239 | 702278 | 1323 | 171288 | 18576 | 1200693 | 12188588 | 174473 | 06498 | 3074044 | 0 | 171926 | 28131846 | 3927404 | 635797 | 63523 | 342154 | 44262 | 80042 | 77244 | 35068 | 51178825 | 998079 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
192 | 544858086 | 105312734 | 12261509 | 968791 | 3082353 | 871822 | 4221925 | 05895 | 3254 | 09418 | 1931802 | 68663 | 04611 | 01759 | 48831 | 00628 | 289827 | 02983 | 277625 | 36816 | 12417 | 1266768 | 51581 | 129416 | 02285 | 26099 | 341898 | 175032 | 1015488 | 2266757 | 528848 | 875917 | 1409757 | 623227 | 74485 | 13146 | 163151 | 19814 | 1228818 | 1279431 | 170967 | 06161 | 3283715 | 0 | 182207 | 29432878 | 4166435 | 671874 | 623218 | 341899 | 4297 | 83736 | 76476 | 362433 | 52152005 | 1015614 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
193 | 476778438 | 77749429 | 9209822 | 71653 | 2644341 | 714915 | 2986949 | 0384 | 20618 | 05523 | 1184799 | 4813 | 03304 | 01118 | 3385 | 00455 | 195686 | 01705 | 177915 | 24792 | 07193 | 799032 | 33978 | 81425 | 01538 | 21429 | 244699 | 116469 | 772873 | 1659478 | 424661 | 655869 | 1226457 | 42068 | 620931 | 09251 | 98658 | 17364 | 943539 | 1048174 | 11484 | 0366 | 2803787 | 0 | 152545 | 23913462 | 3514915 | 563255 | 420673 | 2447 | 27938 | 68472 | 53193 | 289938 | 4102799 | 77297 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
194 | 449196914 | 6732082 | 8041113 | 620969 | 2439078 | 64876 | 2547578 | 03197 | 16921 | 04334 | 923512 | 41112 | 02833 | 00919 | 28676 | 00392 | 164308 | 01309 | 146596 | 21014 | 05627 | 654148 | 28182 | 65177 | 01289 | 1954 | 211103 | 97073 | 683947 | 1446197 | 384249 | 577074 | 1148655 | 352918 | 572572 | 07935 | 78124 | 16201 | 839693 | 9574733 | 96115 | 02868 | 2602206 | 0 | 140654 | 21776494 | 3243127 | 51826 | 352913 | 211104 | 2301 | 62359 | 45286 | 260426 | 36511305 | 684033 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
195 | 492119414 | 94837139 | 11046455 | 872464 | 2768458 | 790245 | 3878569 | 05419 | 29981 | 08717 | 1750161 | 63155 | 04237 | 01619 | 45056 | 00576 | 267203 | 02753 | 255463 | 33744 | 115 | 1166415 | 47664 | 118123 | 02108 | 23562 | 310663 | 159977 | 925157 | 2060046 | 477474 | 794333 | 1266519 | 569321 | 672527 | 12013 | 149954 | 17957 | 111318 | 11553611 | 156247 | 05669 | 2955917 | 0 | 164188 | 26580769 | 3751902 | 605308 | 569313 | 310664 | 39332 | 75391 | 69701 | 328078 | 47305865 | 925272 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
196 | 484653867 | 10296874 | 11918015 | 946649 | 2916008 | 826995 | 4169432 | 05945 | 32932 | 09625 | 198776 | 68005 | 04539 | 01781 | 48312 | 00617 | 288806 | 03071 | 280473 | 36984 | 12725 | 1283649 | 51565 | 131915 | 02279 | 24608 | 334006 | 174135 | 978106 | 2203459 | 500962 | 84597 | 1263255 | 618126 | 682209 | 12818 | 165747 | 1832 | 1174615 | 11907894 | 169742 | 06282 | 3006566 | 0 | 167021 | 27497097 | 3858349 | 627449 | 618117 | 334007 | 42983 | 789 | 75296 | 347433 | 5005759 | 978228 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
197 | 468224805 | 104244414 | 12032341 | 958103 | 2904137 | 821897 | 422726 | 06066 | 33644 | 09866 | 2043577 | 69014 | 04596 | 01819 | 49028 | 00624 | 293694 | 03156 | 286336 | 37679 | 13053 | 1311811 | 52501 | 135152 | 02318 | 24466 | 337149 | 17687 | 979621 | 2218662 | 499595 | 850125 | 1234175 | 62706 | 670483 | 12907 | 169587 | 18011 | 1175305 | 11787462 | 172309 | 06436 | 2957863 | 0 | 16429 | 27267686 | 3813175 | 621633 | 627051 | 33715 | 43739 | 7855 | 76188 | 348596 | 5001863 | 979742 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
198 | 479718555 | 105501494 | 12184573 | 969713 | 2924994 | 830722 | 4251681 | 06096 | 33818 | 09924 | 2061509 | 69362 | 04623 | 01829 | 49288 | 00628 | 295254 | 03177 | 287877 | 37853 | 13127 | 1318775 | 52786 | 136138 | 0233 | 24722 | 339983 | 17827 | 989069 | 223816 | 504376 | 857595 | 1256544 | 632121 | 682547 | 13052 | 170824 | 18256 | 1187483 | 11956486 | 173687 | 06482 | 3003143 | 0 | 167123 | 27632395 | 3862603 | 628598 | 632112 | 339984 | 44081 | 79275 | 7682 | 35068 | 50560935 | 989193 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
199 | 507036484 | 104535312 | 12142426 | 961406 | 3082353 | 858174 | 4223745 | 05942 | 3275 | 09433 | 1933838 | 6893 | 04611 | 01771 | 48852 | 00628 | 290496 | 02989 | 279251 | 37221 | 12459 | 1274894 | 51628 | 129845 | 0229 | 25677 | 338464 | 173757 | 100186 | 2242014 | 521251 | 865957 | 1332349 | 6183 | 711733 | 12865 | 162439 | 19304 | 1207363 | 12399872 | 169653 | 06138 | 3164822 | 0 | 174296 | 28594998 | 4056819 | 659559 | 618291 | 338465 | 42685 | 82476 | 75798 | 362433 | 51316645 | 1001985 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
200 | 4291425 | 76164351 | 8988975 | 701649 | 2644341 | 69841 | 2988514 | 03881 | 208 | 05536 | 1186551 | 48359 | 03304 | 01128 | 33869 | 00455 | 196261 | 0171 | 179314 | 25141 | 07229 | 806025 | 34018 | 81792 | 01542 | 20903 | 240651 | 114987 | 755704 | 1629651 | 415406 | 643947 | 1134162 | 414897 | 581117 | 08912 | 97879 | 16707 | 917784 | 10004016 | 113266 | 03634 | 2660045 | 0 | 143129 | 22901084 | 3381587 | 547889 | 414891 | 240652 | 27609 | 6696 | 5239 | 289938 | 40087695 | 755798 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
201 | 414913398 | 65957471 | 7858538 | 608232 | 2439078 | 636319 | 2548572 | 03223 | 17036 | 04342 | 924622 | 41258 | 02833 | 00925 | 28687 | 00392 | 164673 | 01313 | 147484 | 21235 | 0565 | 658584 | 28208 | 65411 | 01292 | 19164 | 208241 | 96034 | 671511 | 1425056 | 37767 | 568637 | 108115 | 348847 | 544025 | 07686 | 77587 | 15712 | 821387 | 923062 | 94962 | 02851 | 2498573 | 0 | 133927 | 21047625 | 3147417 | 507205 | 348842 | 208242 | 22779 | 61267 | 4472 | 260426 | 358340475 | 671595 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
202 | 484641602 | 94245527 | 10974386 | 866995 | 2768458 | 786479 | 3878844 | 05426 | 30012 | 08719 | 1750471 | 63195 | 04237 | 01621 | 45059 | 00576 | 267304 | 02754 | 255709 | 33806 | 11506 | 1167649 | 47671 | 118194 | 02108 | 23475 | 310002 | 159724 | 922319 | 2055047 | 47591 | 792294 | 1251418 | 568361 | 665434 | 11951 | 149825 | 17832 | 110881 | 11466925 | 155951 | 05664 | 2930829 | 0 | 162593 | 26401084 | 3728215 | 602018 | 568353 | 310003 | 39276 | 75082 | 69565 | 328078 | 4714359 | 922434 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
203 | 524579883 | 103643984 | 12030052 | 953135 | 2916008 | 841569 | 4167108 | 05885 | 32664 | 09606 | 1985165 | 67664 | 04539 | 01765 | 48285 | 00617 | 287954 | 03064 | 278399 | 36466 | 12671 | 127328 | 51504 | 131387 | 02272 | 2504 | 337379 | 175373 | 992427 | 222814 | 50859 | 855841 | 1346991 | 622978 | 717404 | 13121 | 166412 | 18877 | 119658 | 1232666 | 171078 | 06304 | 3132526 | 0 | 175415 | 2838125 | 3973052 | 63948 | 622969 | 33738 | 4326 | 80072 | 75962 | 347433 | 51032785 | 992551 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
204 | 511148203 | 104983652 | 12156962 | 96522 | 2904136 | 83969 | 4224742 | 06 | 33352 | 09845 | 2040759 | 68645 | 04596 | 01802 | 48999 | 00624 | 29277 | 03148 | 284088 | 37119 | 12995 | 1300573 | 52435 | 134568 | 02311 | 24937 | 340702 | 1782 | 995457 | 2245244 | 507761 | 860647 | 1322636 | 632255 | 708996 | 1324 | 170309 | 18644 | 1198981 | 12245485 | 17375 | 0646 | 3094034 | 0 | 17339 | 28227639 | 3937558 | 635277 | 632246 | 340703 | 44037 | 79851 | 76903 | 348596 | 51117265 | 995579 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
205 | 494995859 | 105593164 | 12213384 | 970708 | 2924994 | 836909 | 4250807 | 06073 | 33717 | 09917 | 2060536 | 69234 | 04623 | 01823 | 49278 | 00628 | 294934 | 03174 | 287099 | 37659 | 13107 | 1314885 | 52763 | 135933 | 02328 | 24896 | 341294 | 178758 | 994849 | 2247889 | 507336 | 861401 | 1290197 | 63403 | 696845 | 13174 | 171097 | 18484 | 1196221 | 12124623 | 174204 | 06491 | 3053715 | 0 | 170566 | 27986409 | 3908074 | 633372 | 634021 | 341295 | 44191 | 7976 | 77082 | 35068 | 5095164 | 994974 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
206 | 533839492 | 105399277 | 12268152 | 969559 | 3082353 | 868282 | 4223143 | 05927 | 32681 | 09428 | 1933169 | 68842 | 04611 | 01767 | 48845 | 00628 | 290276 | 02987 | 278716 | 37088 | 12445 | 1272224 | 51613 | 129701 | 02289 | 25984 | 340876 | 174655 | 1011827 | 2259645 | 526642 | 872963 | 1389777 | 621783 | 73623 | 13072 | 16294 | 19688 | 1222822 | 1269275 | 170617 | 06154 | 325282 | 0 | 180165 | 29213418 | 4137359 | 668422 | 621774 | 340877 | 42887 | 8338 | 76277 | 362433 | 51923385 | 1011953 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
207 | 476864883 | 78021787 | 9246307 | 719074 | 264434 | 714709 | 29872 | 03847 | 20648 | 05525 | 1185081 | 48167 | 03304 | 01119 | 33853 | 00455 | 195779 | 01706 | 178141 | 24848 | 07199 | 800158 | 33984 | 81486 | 01538 | 21434 | 244698 | 116473 | 772916 | 1659636 | 424712 | 655914 | 1228626 | 420697 | 622412 | 09258 | 98655 | 17381 | 943971 | 10499733 | 114868 | 0366 | 2808427 | 0 | 152862 | 23945813 | 3518981 | 563534 | 420692 | 244699 | 27939 | 68471 | 53196 | 289938 | 410243825 | 773013 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
208 | 445999766 | 67436274 | 8055095 | 622036 | 2439078 | 647313 | 2547833 | 03203 | 16951 | 04336 | 923798 | 41149 | 02833 | 0092 | 28679 | 00392 | 164402 | 0131 | 146825 | 21071 | 05632 | 655291 | 28189 | 65236 | 0129 | 19511 | 210848 | 96985 | 682725 | 144446 | 383743 | 576418 | 1147303 | 352557 | 572922 | 07924 | 78064 | 16174 | 8389 | 957679 | 96043 | 02866 | 2601999 | 0 | 140683 | 21772288 | 324213 | 517981 | 352552 | 210848 | 22989 | 62288 | 45239 | 260426 | 36424665 | 68281 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
209 | 472785469 | 94697012 | 11016262 | 871061 | 2768458 | 782554 | 3880029 | 05457 | 3015 | 08729 | 1751794 | 63369 | 04237 | 01629 | 45073 | 00576 | 267739 | 02758 | 256767 | 3407 | 11533 | 1172938 | 47702 | 118459 | 02112 | 23355 | 309061 | 15941 | 918105 | 2048412 | 473864 | 789717 | 1228873 | 567064 | 657733 | 11875 | 149655 | 17703 | 1103238 | 11378469 | 155665 | 05659 | 29018 | 0 | 160579 | 26201936 | 370263 | 599743 | 567056 | 309062 | 39205 | 74827 | 69392 | 328078 | 46811125 | 918219 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
210 | 481044219 | 103465703 | 11973818 | 951203 | 2916008 | 82403 | 4170384 | 0597 | 33042 | 09633 | 198882 | 68144 | 04539 | 01787 | 48323 | 00617 | 289155 | 03074 | 281319 | 37195 | 12746 | 1287882 | 51589 | 132149 | 02281 | 24572 | 33382 | 17407 | 976532 | 2201805 | 500478 | 845425 | 1259823 | 61784 | 680867 | 12798 | 165711 | 18271 | 1173432 | 11894218 | 169705 | 06281 | 3002022 | 0 | 166683 | 27464414 | 3854222 | 626511 | 617832 | 333821 | 42967 | 78818 | 75257 | 347433 | 49911685 | 976655 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
211 | 479501172 | 104780957 | 12105438 | 963125 | 2904136 | 825715 | 4227133 | 06062 | 33629 | 09865 | 2043438 | 68995 | 04596 | 01818 | 49026 | 00624 | 293649 | 03156 | 286225 | 37652 | 1305 | 1311259 | 52498 | 135136 | 02317 | 2459 | 338057 | 177207 | 983584 | 2225571 | 501779 | 852924 | 1257601 | 628373 | 681487 | 12991 | 169748 | 18172 | 1181753 | 11918835 | 172677 | 06441 | 2996377 | 0 | 166857 | 2753863 | 3848744 | 625447 | 628365 | 338058 | 43813 | 78881 | 76372 | 348596 | 5026754 | 983707 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
212 | 489967422 | 105643008 | 12211602 | 971102 | 2924994 | 834542 | 4251039 | 0608 | 33744 | 09919 | 2060797 | 69268 | 04623 | 01824 | 4928 | 00628 | 29502 | 03175 | 287309 | 37711 | 13112 | 1315934 | 52769 | 135992 | 02328 | 24834 | 340863 | 178589 | 992845 | 2244516 | 506305 | 860082 | 1276818 | 633396 | 69037 | 13126 | 171006 | 18396 | 1192815 | 12048998 | 174011 | 06488 | 3031837 | 0 | 169049 | 27833271 | 3888593 | 631364 | 633387 | 340864 | 44153 | 79569 | 76991 | 35068 | 50818255 | 992968 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
15010134101 | 2907447588 | 338906633 | 26749425 | 86653198 | 24300952 | 116121122 | 161073 | 886044 | 254096 | 52666292 | 1887825 | 126966 | 47921 | 1339128 | 17312 | 7931596 | 80409 | 7568148 | 1010458 | 334775 | 34482032 | 140709 | 3529457 | 62521 | 725221 | 9364562 | 4766655 | 28009183 | 62249139 | 14646134 | 24095161 | 38918082 | 16994929 | 205379 | 358933 | 4410037 | 555377 | 3383826 | 353637793 | 4660906 | 166325 | 91011697 | 0 | 5030087 | 813094019 | 115656819 | 18679581 | 16994688 | 936459 | 1168126 | 2322596 | 2090508 | 10087629 | 14479505425 | 28012676 |
Improved Representation of Speeds in SMOKE-MOVES
bull New Feature in SMOKE-MOVES Average Speed Fraction by Distance (ASD) Emissions estimated for each of 16 speed bins (SPD)
Traveled Distance (TD)spd = Speed (mph)spd ASFspd
ASDspd = TDspd Sums of TD
ASD is function of
int (FIPS SCC WeekdayWeekend Hour of day Speed)
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 11
Difference in July NOx
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 12
Difference in July PM25
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 13
Difference in July VOC
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 14
Comparison between Interpolation vs ASD
bull July Monthly Total Emissions Comparison
Percent Difference [] (ASD ndash ORG)ORG 100
bull PM10 and PM25 Model Species Reduction -2 ~ -10
bull Gas Model Species All Increases ranging from 0 to 7
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 15
RPD_ORG_domain_daily_total7
RPD_Full_ASD_domain_daily_total
RPD_Gasoline_ASD
Full_AvgSpeedFrac_Org_compariso
1
2
3
4
5
6
7
A
B
CO
Original
150101341
ASD (Gasoline)
1571406723
ASD (All Fuels)
1575032492
5
Gasoline ASD
5
Findings on Using ASD
bull Why are NOx emissions increased with ASD application
bull More lower speed bins are included when computing emissions with the ASD approach
bull Why are PM25 emissions decreased with ASD in cities while increased in highwaysbull The single NEI average speed assigned for urban roads was relatively lower than used in ASDbull The single NEI average speed assigned for rural roads was relatively higher than ASD
bull Why do VOC emissions show different patterns between Dallas and Phoenixbull Most of metro cities show relatively lower estimated VOC while Dallas TX and Phoenix AZ show
increasesbull Higher average speed for urban unrestricted roads from Dallas and Phoenixbull Higher contribution of urban unrestricted roads from Dallas and Phoenix bull Contributions of road and vehicle types by region andor average speed played a key role
ASD approach is a better representation of actual driving patterns by road type
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 16
NOx Humidity Correction
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 17
Humidity impacts NOx emissionsbull Spark-Ignition engines
bull Compression Ignition Diesel
The NOx Humidity Correction Equation differs by fuel Type
1 Gasoline Ethanol and CNG2 Diesel
Compute the Correction Using1 MOVES Model (Month-humiditycounty)
2 SMOKE-MOVES Integration ToolThe humidity correction equation has been coded into the latest version of SMOKE-MOVES thus allowing the adjustment to be applied according to hourly changes in humidity instead of seasonal averages
Percent Change on RPD NO2
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 18
January 1 2014 July 1 2014
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 18
Percent Change in Monthly Total NOx(January and July)
19International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019)
January July
New Jersey NOx Correction Sensitivity Runs
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 20
To assess the true impacts of NOx humidity correction perform the sensitivity runs based on the following MOVES EFs
1 MOVES Native MOVES EFs without NOx Correction
2 MOVES-NOx MOVES EFs with NOx Correction applied by MOVES
3 SMOKE-MOVES MOVES EFs with NOx Correction applied by SMOKE-MOVES
New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 21
NJ Monthly Total NOx Changes between the Methods
RPD MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 3590 4701 31 4252 18July 4517 4961 10 4354 -4
RPV MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 1127 1115 -1 1390 23July 870 866 0 832 -4
RPH MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 100 114 14 115 15July 128 128 -1 124 -3
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 22
Findings from the NJ NOx Humidity Adjustment
bull Significant Impacts to NOx emissions for RPD RPV and RPH processesbull US western regions with lower humidity will see an increase of NOxbull US eastern regions with higher humidity will see a decrease in NOxbull The Winter drier season (January) shows the significant increases of
NOx from all processesbull Summer season (July) shows up to 4 decrease of NOx from all
processesbull RPD NOx MOVES-NOx case shows higher impacts compared to
SMOKE-MOVES casebull These findings are limited to New Jersey stateInternational Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 23
Spatial Allocation using Spatial Surrogates
bull Spatial allocation is the process of mapping county-level emissions inventory data to modeling grid cells
bull We do this using spatial surrogates - each has a unique code (ID)bull There are more than 60 surrogates currently used ndash eg Population (100) Total agriculture
(310) Railroad Density (261) Offshore shipping (806) Urban unrestricted daily VMT (222) Gas well count (698)
bull Surrogates have been created using the Surrogate Tool (from wwwcmascenterorg)
bull Value = sum of attribute in grid cellsum of attribute in county
bull Values sum to 1 for each county province
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 24
New Postgres Spatial Surrogate Tool
bull Written in the PostgreSQL and PostGIS database languagebull Released on June 30 2019 bull Download from CMAS Center Spatial Allocator Github Repository
httpsgithubcomCMASCenterSpatial-Allocator
bull PostgreSQL uses a 3-tier hierarchy for data storage database schema and table A single query can access multiple tables and multiple schemas but only one database
bull Requires ReadCreateUpdateInsert access for databasesbull Supports multicore-Processing for Multiple Jobs running in parallel
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 25
Steps performed in the PG Surrogate Tool
Create a modeling domain table and insert it into the PostgreSQL Database
Load the geographic boundaries data shapefile and then reproject them to match the output modeling domain
Overlay with geographic boundaries and then calculate the attribute value in the county (ie surrogate denominator)
Overlay grid modeling domain and compute the gridded surrogate weight (ie the numerator)
Generate Surrogates using the Surrogate Tool input files
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 26
SMOKE v47 Public Release
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 27
bull Plan to release in 2019
bull Average Speed Distribution
bull NOx Humidity Correction
bull A few bug fixes and minor updates
bull Future Updatesbull New Rate-Per-Start (RPS) Process
bull New Off-network Idling (ONI) Process
Acknowledgement
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 28
bull US EPA Office of Air Quality Planning and Standard (OAQPS)bull US EPA Office of Transportation Air Quality (OTAQ)bull US EPA Office of Research Development (ORD)
Road Types Distribution by Region
Average Speed by Road type
Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
- SMOKE version 47Recent Enhancements
- Outline
- Slide Number 3
- Background on Speeds in MOVES and SMOKE-MOVES
- Examples of Average Speed Distributions
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Unrestricted)
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Restricted)
- Impact of Speed by Pollutant and Vehicle TypeFuel Gasoline
- Impact of Speed by Pollutant and Vehicle TypeFuel Diesel
- Improved Representation of Speeds in SMOKE-MOVES
- Difference in July NOx
- Difference in July PM25
- Difference in July VOC
- Comparison between Interpolation vs ASD
- Findings on Using ASD
- NOx Humidity Correction
- Percent Change on RPD NO2
- Percent Change in Monthly Total NOx(January and July)
- New Jersey NOx Correction Sensitivity Runs
- New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
- NJ Monthly Total NOx Changes between the Methods
- Findings from the NJ NOx Humidity Adjustment
- Spatial Allocation using Spatial Surrogates
- New Postgres Spatial Surrogate Tool
- Steps performed in the PG Surrogate Tool
- SMOKE v47 Public Release
- Acknowledgement
- Road Types Distribution by Region
- Slide Number 29
- Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
-
CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Original | 15010134101 | 2907447588 | 338906633 | 26749425 | 86653198 | 24300952 | 116121122 | 161073 | 886044 | 254096 | 52666292 | 1887825 | 126966 | 47921 | 1339128 | 17312 | 7931596 | 80409 | 7568148 | 1010458 | 334775 | 34482032 | 140709 | 3529457 | 62521 | 725221 | 9364562 | 4766655 | 28009183 | 62249139 | 14646134 | 24095161 | 38918082 | 16994929 | 205379 | 358933 | 4410037 | 555377 | 3383826 | 353637793 | 4660906 | 166325 | 91011697 | 0 | 5030087 | 813094019 | 115656819 | 18679581 | 16994688 | 936459 | 1168126 | 2322596 | 2090508 | 10087629 | 14479505425 | 28012676 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Gasoline) | 15714067229 | 2942955836 | 34523952 | 27094175 | 91549482 | 24531355 | 101520281 | 157712 | 861844 | 246051 | 51741275 | 1680449 | 109977 | 47109 | 1142159 | 15352 | 7089862 | 78889 | 7372724 | 1005657 | 327875 | 33865345 | 124571 | 3421284 | 55828 | 741228 | 9317945 | 4721529 | 28775363 | 62283709 | 14706694 | 23988876 | 39068661 | 1687309 | 206461 | 362124 | 4353162 | 586302 | 33867757 | 354224062 | 4615621 | 164092 | 91435955 | 0 | 5059242 | 814519902 | 116029701 | 18778919 | 16872852 | 9317974 | 1157574 | 2320375 | 2078251 | 990182 | 14559761825 | 28778949 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (All Fuels) | 1575032492 | 3008455449 | 351116241 | 27682287 | 92299436 | 24715968 | 99267828 | 155072 | 845207 | 239811 | 512493 | 1645236 | 107479 | 46259 | 1111954 | 1509 | 6922635 | 76963 | 7235403 | 992784 | 319808 | 33228736 | 1212689 | 3359175 | 54493 | 743159 | 9349364 | 4737588 | 28828492 | 62511012 | 14763057 | 2407931 | 39179182 | 16921876 | 20706272 | 363329 | 4367819 | 588024 | 33990128 | 355575715 | 4631961 | 164646 | 91728656 | 0 | 5080389 | 817447675 | 116450563 | 18849431 | 16921638 | 9349393 | 1161079 | 232903 | 2084828 | 9959974 | 14719855875 | 28832085 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
5 | 3 | 4 | 3 | 7 | 2 | -15 | -4 | -5 | -6 | -3 | -13 | -15 | -3 | -17 | -13 | -13 | -4 | -4 | -2 | -4 | -4 | -14 | -5 | -13 | 2 | -0 | -1 | 3 | 0 | 1 | -0 | 1 | -0 | 1 | 1 | -1 | 6 | 0 | 1 | -1 | -1 | 1 | 1 | 1 | 1 | 1 | -0 | -0 | -1 | 0 | -0 | -1 | 2 | 3 | 7 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Gasoline ASD | 5 | 2 | 3 | 2 | 6 | 2 | -12 | -1 | -2 | -2 | -0 | -10 | -13 | -1 | -14 | -11 | -10 | -0 | -1 | 1 | -1 | -1 | -11 | -2 | -10 | 3 | 0 | 0 | 3 | 1 | 1 | 0 | 1 | 0 | 1 | 2 | 0 | 6 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | -1 | 1 | 3 | 6 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
0 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Diff (Full-Gasoline) | 0 | 1 | 1 | 1 | 0 | 0 | -3 | -3 | -3 | -4 | -3 | -3 | -3 | -3 | -3 | -2 | -3 | -4 | -3 | -2 | -4 | -3 | -3 | -3 | -3 | -0 | -1 | -1 | -1 | -0 | -0 | -0 | 0 | -1 | -0 | -1 | -1 | -0 | -0 | -0 | -1 | -1 | -0 | 0 | -0 | -0 | -0 | -1 | -1 | -1 | -0 | -1 | -0 | 0 | -1 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
CO | NOx | NH3 | SO2 | TOG | PM25 | PM10 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
(tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Original | 150101341 | 32731036 | 866532 | 243010 | 16933473 | 1137931 | 2299143 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Gasoline) | 157140672 | 33152895 | 915495 | 245314 | 16968671 | 1104651 | 2119854 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (All Fuels) | 157503249 | 33872540 | 922994 | 247160 | 17029036 | 1088181 | 2080859 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
CO | NOx | NH3 | SO2 | TOG | PM25 | PM10 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Gasoline) | 469 | 129 | 565 | 095 | 021 | -292 | -780 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Others) | 024 | 220 | 087 | 076 | 036 | -145 | -170 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (All Fuels) | 493 | 349 | 652 | 171 | 056 | -437 | -949 |
Day | CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
UNIT | (tonday) | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
182 | 550228438 | 106327295 | 12410016 | 978376 | 3097526 | 85524 | 3692358 | 05828 | 32164 | 09439 | 1982122 | 60979 | 03982 | 01755 | 41794 | 00553 | 261122 | 0305 | 274533 | 36658 | 1258 | 1265575 | 4634 | 129277 | 02059 | 25658 | 338348 | 175479 | 1023254 | 2244247 | 512582 | 857433 | 1360711 | 624383 | 725661 | 13351 | 16641 | 19963 | 120452 | 12423053 | 171219 | 06304 | 3162733 | 0 | 177475 | 28598484 | 4002465 | 645216 | 624374 | 338349 | 43329 | 8035 | 7617 | 34333 | 5168692 | 1023382 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
183 | 537367266 | 107724248 | 12543879 | 99099 | 3086094 | 853578 | 3744655 | 05947 | 32867 | 09677 | 2037892 | 61899 | 04033 | 01794 | 42427 | 0056 | 265664 | 03135 | 280343 | 3735 | 12907 | 1293568 | 4721 | 132473 | 02095 | 25534 | 34151 | 178267 | 1025632 | 2260251 | 511359 | 861772 | 1335793 | 633489 | 71717 | 13467 | 170305 | 19717 | 1206267 | 12340176 | 173879 | 0646 | 3123234 | 0 | 175384 | 28436658 | 3965202 | 640552 | 63348 | 341511 | 44099 | 80049 | 77084 | 344469 | 51792735 | 1025761 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
184 | 524232656 | 108102021 | 12573835 | 994349 | 3108055 | 85305 | 3767189 | 05994 | 33115 | 0974 | 2056552 | 62309 | 04057 | 01808 | 4266 | 00563 | 267326 | 03158 | 282457 | 37673 | 12996 | 1303459 | 47485 | 133593 | 02108 | 2553 | 342449 | 178968 | 1026431 | 2265315 | 511591 | 863441 | 1307699 | 635817 | 706542 | 13426 | 171203 | 19604 | 1205115 | 12236018 | 174441 | 06495 | 3088286 | 0 | 172944 | 28236355 | 3940969 | 639273 | 635808 | 34245 | 44287 | 80072 | 77332 | 346535 | 51760745 | 1026559 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
185 | 437339414 | 70771494 | 8430392 | 65261 | 2554665 | 652835 | 2392714 | 03426 | 18156 | 04714 | 1041036 | 39547 | 02628 | 00995 | 26535 | 0037 | 159446 | 01477 | 156552 | 2268 | 06248 | 708848 | 27222 | 71044 | 01251 | 19986 | 220149 | 103124 | 716232 | 1503063 | 390475 | 594014 | 1100178 | 373981 | 558361 | 08258 | 8558 | 1646 | 856388 | 9494965 | 101737 | 03162 | 25514 | 0 | 13759 | 21687227 | 3218595 | 520092 | 373975 | 220149 | 24651 | 62911 | 47591 | 266073 | 371353675 | 716321 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
186 | 460356602 | 75525146 | 89922 | 696409 | 2660844 | 68376 | 2451797 | 0365 | 19389 | 05116 | 1124364 | 40572 | 02684 | 01066 | 26904 | 0038 | 164732 | 01612 | 167406 | 24129 | 06793 | 760597 | 28117 | 76034 | 01292 | 20873 | 232237 | 110239 | 760722 | 158538 | 405862 | 6223 | 113102 | 399241 | 579222 | 0885 | 93215 | 1735 | 896304 | 9833908 | 108414 | 03457 | 2628309 | 0 | 142595 | 22488223 | 3317278 | 536958 | 399235 | 232238 | 26484 | 6489 | 50509 | 269704 | 391283325 | 760819 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
187 | 466285391 | 69133882 | 8308881 | 638114 | 2586251 | 657368 | 220898 | 03192 | 16728 | 04223 | 9228 | 36568 | 02434 | 00921 | 24083 | 00347 | 145739 | 01304 | 145002 | 21461 | 05594 | 65467 | 24551 | 63994 | 01141 | 20251 | 212738 | 97384 | 716428 | 1467955 | 390705 | 581838 | 1133723 | 355243 | 570318 | 08076 | 78022 | 17219 | 848486 | 957288 | 96154 | 02862 | 2602307 | 0 | 140342 | 21817073 | 3261166 | 525695 | 355238 | 212738 | 2311 | 62861 | 45632 | 256768 | 36921515 | 716518 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
188 | 523764766 | 97053799 | 11373191 | 893421 | 2940655 | 804798 | 3429014 | 05337 | 29384 | 08549 | 1746069 | 56685 | 03711 | 01602 | 38916 | 00516 | 241472 | 02737 | 250839 | 33684 | 11389 | 1154287 | 4276 | 115886 | 01903 | 24235 | 312337 | 160363 | 957381 | 2080614 | 482827 | 797937 | 129134 | 571776 | 685173 | 1228 | 150133 | 19081 | 1124692 | 11702819 | 156628 | 05675 | 3002134 | 0 | 167319 | 2691479 | 3796972 | 612161 | 571769 | 312338 | 39463 | 75852 | 70045 | 324192 | 48103885 | 9575 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
189 | 54623043 | 106160977 | 12384537 | 976795 | 3097526 | 854208 | 3691883 | 05815 | 32109 | 09435 | 198159 | 60909 | 03982 | 01752 | 41788 | 00553 | 260946 | 03049 | 274107 | 36551 | 12569 | 1263441 | 46327 | 129164 | 02058 | 25616 | 338089 | 175413 | 102192 | 2242275 | 51188 | 856629 | 1352776 | 624083 | 722837 | 13327 | 16641 | 19913 | 1202703 | 12386981 | 171119 | 06304 | 3151343 | 0 | 176756 | 28521094 | 3992025 | 644018 | 624074 | 33809 | 43316 | 80265 | 76124 | 34333 | 5160629 | 1022047 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
190 | 53116543 | 107262646 | 12483198 | 986686 | 3086095 | 850342 | 3744031 | 05931 | 32794 | 09672 | 2037195 | 61808 | 04033 | 01789 | 4242 | 0056 | 265435 | 03133 | 279785 | 37211 | 12893 | 1290781 | 47193 | 132327 | 02094 | 25466 | 341191 | 17815 | 1023214 | 2257188 | 510354 | 860625 | 1320786 | 63301 | 710484 | 13409 | 170276 | 19584 | 1203064 | 12255844 | 173637 | 06459 | 3099321 | 0 | 17389 | 28269585 | 3943754 | 638108 | 633001 | 341192 | 44074 | 79908 | 77012 | 344469 | 5163537 | 102334 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
191 | 524891445 | 107753467 | 12531854 | 991131 | 3108055 | 851594 | 3766466 | 05976 | 33031 | 09734 | 2055744 | 62203 | 04057 | 01803 | 42652 | 00563 | 26706 | 03155 | 28181 | 37512 | 12979 | 1300229 | 47466 | 133431 | 02106 | 25532 | 342724 | 179051 | 1026228 | 2266327 | 511873 | 863958 | 131055 | 636117 | 706522 | 13422 | 171276 | 19552 | 120584 | 12230721 | 174438 | 06498 | 3089009 | 0 | 173104 | 282377 | 3940945 | 638909 | 636108 | 342725 | 44306 | 80112 | 7737 | 346535 | 51751545 | 1026356 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
192 | 570737461 | 107609492 | 12598414 | 99049 | 3272643 | 884648 | 373492 | 05831 | 32006 | 09243 | 1928432 | 61791 | 0404 | 01748 | 42185 | 00563 | 262281 | 02969 | 273462 | 36967 | 12319 | 1257919 | 4629 | 127207 | 02067 | 26783 | 343146 | 175214 | 1048995 | 2285464 | 533653 | 878332 | 1418767 | 625027 | 751191 | 13372 | 163166 | 2095 | 1237579 | 12870654 | 171085 | 06161 | 330876 | 0 | 183909 | 29619866 | 4194125 | 677781 | 625019 | 343147 | 43058 | 84065 | 76737 | 358219 | 52801195 | 1049125 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
193 | 506663906 | 80068726 | 9548708 | 738433 | 2806584 | 728293 | 2598916 | 03819 | 20323 | 05392 | 1183345 | 42814 | 02848 | 01116 | 28563 | 00403 | 174125 | 01697 | 175577 | 25164 | 07141 | 79695 | 29787 | 79926 | 01366 | 22255 | 247046 | 117042 | 809808 | 1686847 | 432682 | 662495 | 12392 | 424055 | 630282 | 09495 | 98729 | 18585 | 958029 | 10611713 | 115231 | 0366 | 2843806 | 0 | 154956 | 24225735 | 356597 | 573795 | 424049 | 247047 | 28102 | 69231 | 53682 | 285878 | 4170426 | 809909 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
194 | 480171445 | 69576348 | 8370623 | 642269 | 2586251 | 661832 | 220862 | 03183 | 16686 | 0422 | 922399 | 36515 | 02434 | 00919 | 24079 | 00347 | 145607 | 01303 | 144681 | 21381 | 05585 | 653064 | 24542 | 63909 | 0114 | 20405 | 213856 | 97785 | 721438 | 1476366 | 393351 | 585182 | 1162833 | 356827 | 582865 | 08181 | 78215 | 17426 | 856089 | 9723127 | 96615 | 02868 | 2647387 | 0 | 143289 | 22132053 | 3302294 | 530364 | 356822 | 213857 | 23198 | 63291 | 45854 | 256768 | 37170735 | 721527 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
195 | 514098984 | 96871152 | 11344727 | 891681 | 2940655 | 801348 | 3429763 | 05357 | 29471 | 08556 | 1746906 | 56795 | 03711 | 01608 | 38924 | 00516 | 241747 | 02739 | 251509 | 33851 | 11406 | 1157638 | 42779 | 116054 | 01905 | 24134 | 311534 | 160058 | 9539 | 2074731 | 481044 | 795604 | 1273647 | 570586 | 677541 | 12208 | 149956 | 1894 | 1119731 | 1160986 | 15629 | 05669 | 2974876 | 0 | 165547 | 26719587 | 3771461 | 609554 | 570578 | 311535 | 39394 | 75588 | 69885 | 324192 | 47869235 | 954016 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
196 | 505305156 | 104993555 | 12215374 | 965783 | 3097526 | 838421 | 369431 | 05878 | 3239 | 09455 | 1984311 | 61266 | 03982 | 01769 | 41816 | 00553 | 26184 | 03057 | 276279 | 37093 | 12625 | 1274303 | 46391 | 12972 | 02064 | 25168 | 334701 | 174157 | 1006782 | 2217034 | 504093 | 846615 | 1269295 | 619169 | 68661 | 13013 | 16574 | 19309 | 1180321 | 11954337 | 169739 | 06282 | 3022668 | 0 | 168233 | 27613621 | 3874032 | 631053 | 61916 | 334702 | 43036 | 79021 | 75446 | 34333 | 50636745 | 1006907 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
197 | 487192578 | 106198789 | 1231932 | 976569 | 3086095 | 83293 | 3746575 | 05997 | 33089 | 09693 | 2040039 | 62181 | 04033 | 01807 | 42449 | 0056 | 266369 | 03141 | 282057 | 37778 | 12951 | 1302141 | 47259 | 132919 | 02101 | 24983 | 337616 | 176823 | 1006779 | 2230274 | 502062 | 850018 | 1239024 | 627797 | 674126 | 13093 | 169571 | 18953 | 1179805 | 11821744 | 172253 | 06436 | 2970399 | 0 | 165316 | 2735584 | 3823971 | 6243 | 627789 | 337617 | 43776 | 78581 | 76293 | 344469 | 5057890 | 1006904 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
198 | 49923582 | 10749124 | 12476774 | 988517 | 3108055 | 841884 | 3768441 | 06027 | 3326 | 09751 | 2057948 | 62493 | 04057 | 01816 | 42675 | 00563 | 267785 | 03161 | 283573 | 37952 | 13025 | 1309041 | 47517 | 133893 | 02112 | 25249 | 340489 | 178235 | 1016675 | 2250172 | 506967 | 857609 | 1261692 | 632913 | 686379 | 1324 | 170809 | 19214 | 119222 | 11993381 | 17364 | 06482 | 3016465 | 0 | 168195 | 27726475 | 3874357 | 631441 | 632904 | 34049 | 44121 | 7932 | 76933 | 346535 | 5112771 | 1016801 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
199 | 530396289 | 106727471 | 12464324 | 982121 | 3272643 | 870772 | 3736779 | 0588 | 32221 | 09259 | 1930509 | 62063 | 0404 | 0176 | 42206 | 00563 | 262964 | 02974 | 27512 | 37381 | 12362 | 1266209 | 46338 | 127645 | 02072 | 26335 | 339601 | 173908 | 1034275 | 2259677 | 525723 | 868034 | 1339966 | 619951 | 717345 | 13083 | 16245 | 20408 | 1215419 | 12466929 | 169747 | 06138 | 3186974 | 0 | 175815 | 28761121 | 4081381 | 66499 | 619942 | 339602 | 42766 | 8276 | 76037 | 358219 | 51954275 | 1034404 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
200 | 455425312 | 78334146 | 9306249 | 722142 | 2806584 | 711532 | 2600539 | 03861 | 2051 | 05405 | 1185156 | 43051 | 02848 | 01127 | 28582 | 00403 | 174719 | 01702 | 177024 | 25525 | 07179 | 804181 | 29829 | 80305 | 01371 | 21691 | 242846 | 115519 | 791115 | 1655562 | 422963 | 650108 | 1145003 | 418067 | 589438 | 09145 | 97945 | 17882 | 931288 | 10120993 | 113626 | 03634 | 2696019 | 0 | 145283 | 23184473 | 3428287 | 557758 | 41806 | 242847 | 27762 | 67661 | 52849 | 285878 | 407508375 | 791213 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
201 | 443417891 | 68103125 | 8172311 | 628496 | 2586251 | 649292 | 2209629 | 03209 | 16803 | 04228 | 923525 | 36663 | 02434 | 00926 | 24091 | 00347 | 145977 | 01306 | 145581 | 21605 | 05609 | 657565 | 24568 | 64147 | 01143 | 20002 | 210893 | 96718 | 707931 | 1454214 | 386455 | 576435 | 1094107 | 352618 | 553628 | 07924 | 77675 | 16906 | 837111 | 9370323 | 95442 | 02851 | 2541038 | 0 | 136387 | 21383855 | 3203644 | 518849 | 352613 | 210894 | 2296 | 6216 | 45267 | 256768 | 3648849 | 708018 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
202 | 506275586 | 96245244 | 11268118 | 885893 | 2940655 | 797535 | 3430027 | 05363 | 29501 | 08558 | 1747201 | 56833 | 03711 | 01609 | 38927 | 00516 | 241844 | 0274 | 251742 | 33909 | 11412 | 1158805 | 42786 | 116122 | 01906 | 24043 | 310858 | 159801 | 950886 | 2069569 | 479431 | 793521 | 1258334 | 569606 | 670326 | 12145 | 149826 | 18808 | 111526 | 11521637 | 155989 | 05664 | 2949321 | 0 | 163923 | 26536577 | 3747289 | 606176 | 569598 | 310859 | 39338 | 7527 | 69745 | 324192 | 47705325 | 951005 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
203 | 547338828 | 105760361 | 12340909 | 973134 | 3097526 | 853094 | 369194 | 05817 | 32116 | 09435 | 1981656 | 60918 | 03982 | 01753 | 41789 | 00553 | 260968 | 03049 | 274159 | 36564 | 1257 | 1263701 | 46329 | 129181 | 02058 | 25622 | 338164 | 175419 | 1022066 | 224258 | 511993 | 85675 | 135402 | 624142 | 72237 | 13323 | 166408 | 19892 | 1202858 | 12380164 | 171091 | 06304 | 3150869 | 0 | 176772 | 28513777 | 3991186 | 643451 | 624133 | 338165 | 43318 | 80226 | 7613 | 34333 | 5161853 | 1022192 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
204 | 53254207 | 10704957 | 12460326 | 984739 | 3086095 | 850888 | 3744009 | 0593 | 32792 | 09672 | 2037167 | 61804 | 04033 | 01789 | 42419 | 0056 | 265426 | 03133 | 279763 | 37206 | 12892 | 1290673 | 47193 | 132324 | 02093 | 25481 | 34127 | 17818 | 1023754 | 2257865 | 510541 | 860838 | 1328636 | 633131 | 713306 | 13433 | 170296 | 1962 | 1204137 | 12288119 | 173712 | 0646 | 3109189 | 0 | 174584 | 28334482 | 3951195 | 638384 | 633122 | 341271 | 44081 | 79921 | 77028 | 344469 | 51686245 | 1023881 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
205 | 515619609 | 107627998 | 12512426 | 989937 | 3108055 | 848181 | 3767542 | 06004 | 33156 | 09743 | 2056946 | 62361 | 04057 | 0181 | 42664 | 00563 | 267455 | 03159 | 282771 | 37751 | 13004 | 130503 | 47494 | 133682 | 02109 | 25435 | 341849 | 178736 | 1022957 | 2260354 | 510072 | 861558 | 1295969 | 634886 | 701008 | 13366 | 171084 | 19456 | 1201267 | 12165701 | 174167 | 06491 | 3068333 | 0 | 17172 | 28089741 | 3921216 | 636421 | 634877 | 34185 | 44235 | 79825 | 77205 | 346535 | 51523755 | 1023086 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
206 | 559155352 | 107678438 | 12602854 | 991097 | 3272643 | 881082 | 373616 | 05864 | 32149 | 09254 | 1929816 | 61972 | 0404 | 01756 | 42199 | 00563 | 262735 | 02972 | 274566 | 37243 | 12348 | 1263435 | 46322 | 127496 | 0207 | 26663 | 3421 | 174831 | 1045125 | 2278138 | 531379 | 875306 | 1398521 | 623552 | 742421 | 13296 | 162955 | 20818 | 1231437 | 12767202 | 170731 | 06154 | 3277265 | 0 | 181828 | 29396121 | 416439 | 674231 | 623543 | 342101 | 42974 | 837 | 76534 | 358219 | 52570925 | 1045256 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
207 | 506870938 | 80356079 | 9587531 | 741122 | 2806584 | 728165 | 2599178 | 03826 | 20353 | 05394 | 1183638 | 42852 | 02848 | 01118 | 28566 | 00403 | 174221 | 01697 | 175811 | 25222 | 07147 | 798117 | 29794 | 79988 | 01367 | 22261 | 247053 | 117049 | 809886 | 1687054 | 432752 | 662563 | 1241587 | 424082 | 631846 | 09503 | 98727 | 18603 | 958509 | 10630759 | 115263 | 0366 | 2848736 | 0 | 155291 | 24260281 | 3570318 | 574108 | 424077 | 247054 | 28103 | 69235 | 53687 | 285878 | 41704265 | 809987 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
208 | 476776602 | 69695103 | 8385077 | 643367 | 2586251 | 660413 | 2208886 | 0319 | 16717 | 04222 | 922697 | 36554 | 02434 | 00921 | 24082 | 00347 | 145705 | 01304 | 144919 | 2144 | 05592 | 654254 | 24549 | 63971 | 01141 | 20373 | 213595 | 97696 | 720109 | 1474549 | 392821 | 584509 | 1161592 | 356457 | 583248 | 0817 | 78156 | 17397 | 855266 | 9725438 | 96542 | 02866 | 2647238 | 0 | 143323 | 22128208 | 3301278 | 530069 | 356452 | 213596 | 23177 | 63218 | 45806 | 256768 | 3708495 | 720199 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
209 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
210 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
211 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
212 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
total | 15714067229 | 2942955836 | 34523952 | 27094175 | 91549482 | 24531355 | 101520281 | 157712 | 861844 | 246051 | 51741275 | 1680449 | 109977 | 47109 | 1142159 | 15352 | 7089862 | 78889 | 7372724 | 1005657 | 327875 | 33865345 | 124571 | 3421284 | 55828 | 741228 | 9317945 | 4721529 | 28775363 | 62283709 | 14706694 | 23988876 | 39068661 | 1687309 | 206461 | 362124 | 4353162 | 586302 | 33867757 | 354224062 | 4615621 | 164092 | 91435955 | 0 | 5059242 | 814519902 | 116029701 | 18778919 | 16872852 | 9317974 | 1157574 | 2320375 | 2078251 | 990182 | 14559761825 | 28778949 |
Day | CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
UNIT | (tonday) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
182 | 550345586 | 107608145 | 12502397 | 989691 | 310828 | 856831 | 3567357 | 05658 | 31135 | 09072 | 1925412 | 59006 | 03847 | 01701 | 40203 | 00538 | 251843 | 0293 | 265952 | 35758 | 12101 | 1225573 | 44545 | 124863 | 01985 | 25582 | 336239 | 174088 | 1017571 | 2232628 | 511447 | 853645 | 1360904 | 619321 | 724954 | 13268 | 164723 | 19963 | 1200083 | 12409099 | 169924 | 06238 | 3161849 | 0 | 177483 | 28549587 | 4000557 | 64479 | 619313 | 33624 | 42945 | 802 | 7563 | 343193 | 51868765 | 1017698 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
183 | 537438633 | 109041016 | 12638774 | 100262 | 3097112 | 855209 | 3615965 | 05772 | 31804 | 09299 | 1979617 | 59866 | 03894 | 01738 | 40789 | 00544 | 256102 | 03011 | 271484 | 36421 | 12412 | 1252267 | 45359 | 12793 | 02019 | 25454 | 339312 | 176817 | 1019732 | 2248136 | 510174 | 857823 | 1335979 | 628221 | 716431 | 13381 | 168547 | 19717 | 120164 | 12325565 | 17253 | 06391 | 3122314 | 0 | 175391 | 28385635 | 396321 | 640107 | 628212 | 339313 | 43698 | 79893 | 76522 | 344328 | 51979475 | 1019861 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
184 | 524297539 | 109431494 | 12669756 | 1006093 | 3119112 | 854717 | 3637993 | 05818 | 32046 | 0936 | 1998384 | 60268 | 03917 | 01752 | 41016 | 00547 | 257721 | 03033 | 273546 | 36738 | 12498 | 126191 | 45626 | 129037 | 02032 | 2545 | 340238 | 17751 | 102049 | 2253131 | 510399 | 859472 | 1307884 | 630517 | 705801 | 13339 | 169436 | 19604 | 1200464 | 12221405 | 173084 | 06426 | 3087361 | 0 | 172953 | 28185151 | 3938969 | 638826 | 630508 | 340239 | 43884 | 79915 | 76767 | 346394 | 51951515 | 1020616 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
185 | 437773125 | 71651963 | 8499877 | 660438 | 2559784 | 654214 | 234319 | 03353 | 17714 | 04555 | 102468 | 38765 | 02574 | 00972 | 25916 | 00364 | 155698 | 01427 | 152824 | 22287 | 0604 | 691445 | 26498 | 69363 | 01221 | 19958 | 219436 | 10265 | 714026 | 1499196 | 390105 | 592737 | 1100361 | 372201 | 558199 | 08232 | 8501 | 1646 | 854921 | 9492202 | 101298 | 0314 | 2551174 | 0 | 13766 | 21673279 | 3218082 | 51996 | 372195 | 219437 | 24518 | 62861 | 47403 | 266018 | 372933275 | 714115 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
186 | 460812227 | 7647417 | 9068168 | 704854 | 2666135 | 685308 | 2398465 | 03567 | 18889 | 04935 | 1114379 | 3971 | 02625 | 0104 | 26224 | 00373 | 160574 | 01558 | 163208 | 23682 | 06556 | 74093 | 27313 | 74439 | 01259 | 20839 | 231264 | 109585 | 758062 | 1579993 | 405349 | 620526 | 1131224 | 396854 | 578962 | 08812 | 92423 | 1735 | 894257 | 982927 | 107805 | 03426 | 2627979 | 0 | 142668 | 22467942 | 3316533 | 536773 | 396848 | 231265 | 26303 | 6482 | 50254 | 269624 | 39305575 | 758156 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
187 | 466855312 | 69961797 | 8376148 | 645492 | 2590594 | 658759 | 2169618 | 0313 | 16352 | 04086 | 917595 | 35933 | 0239 | 00901 | 23586 | 00342 | 142659 | 01264 | 141828 | 21123 | 05415 | 639808 | 23956 | 62852 | 01117 | 20227 | 212105 | 96954 | 714576 | 1464468 | 39038 | 580678 | 1133938 | 353649 | 570182 | 08052 | 77503 | 17219 | 84716 | 9570711 | 95755 | 02842 | 2602123 | 0 | 14042 | 21804966 | 326074 | 525581 | 353644 | 212105 | 2299 | 62815 | 45462 | 25671 | 37080305 | 714664 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
188 | 523926797 | 98123252 | 11448221 | 90285 | 2950578 | 806024 | 3314088 | 05186 | 28463 | 08223 | 1691687 | 54876 | 03587 | 01554 | 37449 | 00502 | 233009 | 02629 | 243179 | 32884 | 10962 | 1118634 | 41122 | 111822 | 01836 | 24168 | 310455 | 159117 | 952362 | 2070222 | 481815 | 794547 | 1291528 | 567256 | 684523 | 12206 | 148622 | 19081 | 1120711 | 11689817 | 155469 | 05615 | 3001324 | 0 | 167308 | 26870459 | 3795227 | 611778 | 567248 | 310456 | 39119 | 75718 | 69562 | 324067 | 48243285 | 952481 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
189 | 546350859 | 107439736 | 12476725 | 988092 | 310828 | 855801 | 3566882 | 05646 | 31079 | 09068 | 1924878 | 58935 | 03847 | 01698 | 40197 | 00538 | 251668 | 02929 | 265526 | 35652 | 1209 | 1223441 | 44532 | 124751 | 01984 | 2554 | 335979 | 17402 | 1016236 | 2230646 | 510745 | 85284 | 1352971 | 619018 | 72213 | 13245 | 164722 | 19913 | 1198262 | 12373021 | 169823 | 06238 | 3150458 | 0 | 176764 | 28472209 | 3990119 | 643592 | 619009 | 33598 | 42931 | 80115 | 75583 | 343193 | 51788525 | 1016362 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
190 | 531243477 | 108574492 | 12577657 | 998272 | 3097112 | 851977 | 3615337 | 05756 | 31731 | 09294 | 197892 | 59775 | 03894 | 01734 | 40781 | 00544 | 255873 | 03009 | 270926 | 36282 | 12398 | 124948 | 45343 | 127785 | 02017 | 25387 | 338992 | 176701 | 1017314 | 2245073 | 50917 | 856676 | 1320973 | 62774 | 709745 | 13323 | 168518 | 19584 | 1198439 | 12241244 | 172288 | 0639 | 3098398 | 0 | 173897 | 28218577 | 3941761 | 637662 | 627731 | 338993 | 43673 | 79751 | 7645 | 344328 | 5182256 | 1017441 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
191 | 524970508 | 109080293 | 12627539 | 1002852 | 3119112 | 853268 | 3637274 | 058 | 31962 | 09354 | 1997575 | 60162 | 03917 | 01747 | 41007 | 00547 | 257455 | 03031 | 272899 | 36577 | 12481 | 1258679 | 45607 | 128874 | 0203 | 25452 | 340515 | 177595 | 1020288 | 2254155 | 510683 | 859993 | 1310739 | 630823 | 705782 | 13336 | 16951 | 19552 | 1201195 | 12216127 | 173083 | 06428 | 3088084 | 0 | 173114 | 28186562 | 3938949 | 638463 | 630814 | 340516 | 43904 | 79955 | 76805 | 346394 | 5194325 | 1020416 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
192 | 570961172 | 108849863 | 12687565 | 1001446 | 3283233 | 886188 | 3613413 | 05669 | 3102 | 08893 | 1873324 | 59876 | 03909 | 01696 | 40637 | 00548 | 253301 | 02854 | 265248 | 36109 | 11861 | 1219671 | 44552 | 122947 | 01995 | 26711 | 341175 | 173911 | 1043625 | 2274608 | 532595 | 874787 | 141898 | 620277 | 750536 | 13295 | 161587 | 2095 | 1233427 | 12857703 | 169873 | 06099 | 3307937 | 0 | 183919 | 29574299 | 4192343 | 677384 | 620268 | 341176 | 42698 | 83924 | 76231 | 358088 | 5297687 | 1043756 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
193 | 507163867 | 81065264 | 9628386 | 7473 | 2812204 | 729916 | 25425 | 03732 | 19798 | 05202 | 1172352 | 41903 | 02785 | 01089 | 27844 | 00396 | 169738 | 0164 | 171168 | 24694 | 06892 | 776299 | 28939 | 78231 | 01331 | 22219 | 246034 | 116361 | 807032 | 1681241 | 432148 | 660647 | 1239423 | 421569 | 630014 | 09456 | 97905 | 18585 | 955898 | 1060692 | 114598 | 03627 | 2843462 | 0 | 155034 | 24204695 | 3565198 | 573603 | 421563 | 246035 | 27913 | 69158 | 53417 | 285795 | 418902575 | 807132 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
194 | 48075875 | 704079 | 8438246 | 649678 | 2590594 | 663229 | 216926 | 03121 | 1631 | 04083 | 917194 | 3588 | 0239 | 00899 | 23581 | 00342 | 142527 | 01263 | 141507 | 21043 | 05406 | 638202 | 23947 | 62767 | 01116 | 20381 | 213227 | 97358 | 71959 | 1472901 | 393028 | 584029 | 1163052 | 355241 | 582733 | 08157 | 77699 | 17426 | 854771 | 9721018 | 96218 | 02848 | 2647207 | 0 | 143368 | 22120122 | 3301873 | 530251 | 355236 | 213228 | 23079 | 63245 | 45685 | 25671 | 373304375 | 719679 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
195 | 514250234 | 97938555 | 11419491 | 901091 | 2950577 | 802572 | 3314836 | 05205 | 2855 | 08229 | 1692527 | 54985 | 03587 | 01559 | 37458 | 00502 | 233285 | 02631 | 243849 | 33051 | 10979 | 1121986 | 41142 | 11199 | 01838 | 24067 | 309651 | 158812 | 948876 | 2064328 | 480031 | 79221 | 1273831 | 566062 | 67689 | 12134 | 148445 | 1894 | 1115749 | 11596826 | 155129 | 05609 | 2974066 | 0 | 165536 | 26675222 | 3769716 | 609171 | 566054 | 309652 | 3905 | 75454 | 69402 | 324067 | 48008575 | 948992 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
196 | 505387695 | 106259365 | 12306235 | 97696 | 310828 | 840006 | 3569312 | 05709 | 31361 | 09089 | 1927599 | 59292 | 03847 | 01715 | 40225 | 00538 | 252561 | 02937 | 267698 | 36194 | 12146 | 1234302 | 44595 | 125307 | 0199 | 25091 | 332582 | 17276 | 1001081 | 2205363 | 502953 | 842812 | 1269477 | 614087 | 685899 | 1293 | 164046 | 19309 | 1175865 | 11940255 | 168439 | 06216 | 3021779 | 0 | 16824 | 27564502 | 3872111 | 630624 | 614079 | 332583 | 42649 | 7887 | 74904 | 343193 | 5081793 | 1001204 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
197 | 487229883 | 107500098 | 12412637 | 988061 | 3097112 | 834552 | 3617882 | 05822 | 32026 | 09315 | 1981765 | 60148 | 03894 | 01751 | 40811 | 00544 | 256807 | 03017 | 273199 | 36849 | 12456 | 1260839 | 45409 | 128377 | 02024 | 24903 | 335408 | 175368 | 1000858 | 2218107 | 500871 | 846053 | 1239199 | 622508 | 673382 | 13007 | 167806 | 18953 | 117516 | 11807014 | 170898 | 06367 | 2969467 | 0 | 16532 | 27304531 | 3821966 | 623853 | 622499 | 335409 | 43374 | 78424 | 75728 | 344328 | 50764745 | 1000983 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
198 | 499280117 | 108814004 | 12571898 | 1000199 | 3119112 | 84354 | 3639248 | 05851 | 32191 | 09371 | 199978 | 60451 | 03917 | 0176 | 4103 | 00547 | 25818 | 03037 | 274662 | 37017 | 12527 | 1267492 | 45659 | 129337 | 02035 | 25169 | 338273 | 176774 | 101072 | 2237961 | 505773 | 853631 | 1261871 | 627602 | 685635 | 13154 | 169038 | 19214 | 1187561 | 11978667 | 17228 | 06413 | 3015536 | 0 | 168202 | 27675078 | 3872352 | 630993 | 627593 | 338274 | 43717 | 79163 | 76367 | 346394 | 51317375 | 1010846 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
199 | 530561562 | 107957803 | 12552368 | 992981 | 3283233 | 87229 | 3615271 | 05717 | 31235 | 08908 | 1875401 | 60148 | 03909 | 01709 | 40658 | 00548 | 253982 | 02859 | 266907 | 36522 | 11904 | 1227961 | 446 | 123384 | 02 | 26262 | 337616 | 172598 | 1028883 | 2248752 | 524659 | 864469 | 1340166 | 615175 | 716681 | 13005 | 160862 | 20408 | 1211242 | 12453776 | 168528 | 06075 | 3186141 | 0 | 175822 | 28715171 | 4079582 | 664589 | 615166 | 337618 | 42404 | 82619 | 75528 | 358088 | 5212733 | 1029012 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
200 | 455853828 | 7931667 | 93846 | 730882 | 2812204 | 71313 | 2544122 | 03774 | 19985 | 05216 | 1174162 | 4214 | 02785 | 011 | 27863 | 00396 | 170332 | 01645 | 172614 | 25055 | 0693 | 783529 | 28981 | 78611 | 01336 | 21654 | 24182 | 11483 | 788314 | 1649881 | 422421 | 648239 | 1145206 | 415553 | 58916 | 09106 | 97111 | 17882 | 92913 | 10116039 | 112985 | 03602 | 2695664 | 0 | 145357 | 2316293 | 3427494 | 557562 | 415548 | 24182 | 27572 | 67587 | 52581 | 285795 | 40933975 | 788412 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
201 | 443959492 | 68923154 | 8238903 | 635802 | 2590594 | 650676 | 2170269 | 03147 | 16427 | 04092 | 918321 | 36028 | 0239 | 00906 | 23593 | 00342 | 142897 | 01266 | 142407 | 21267 | 0543 | 642702 | 23973 | 63005 | 01118 | 19979 | 210256 | 96286 | 706068 | 1450708 | 386127 | 575268 | 1094315 | 351016 | 55349 | 079 | 77153 | 16906 | 835777 | 9368105 | 95041 | 0283 | 2540853 | 0 | 136464 | 21371643 | 3203213 | 518734 | 351012 | 210257 | 2284 | 62113 | 45097 | 25671 | 366466925 | 706156 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
202 | 506423203 | 97306289 | 11342378 | 895246 | 2950578 | 79876 | 33151 | 05212 | 2858 | 08231 | 1692819 | 55024 | 03587 | 01561 | 37461 | 00502 | 233381 | 02632 | 244082 | 3311 | 10985 | 1123153 | 41149 | 112058 | 01838 | 23976 | 308973 | 158553 | 94586 | 2059155 | 478417 | 790123 | 1258522 | 565078 | 669674 | 1207 | 148313 | 18808 | 1111272 | 11508597 | 154828 | 05605 | 2948513 | 0 | 163911 | 26492124 | 3745542 | 605793 | 56507 | 308974 | 38993 | 75136 | 69262 | 324067 | 47844705 | 945979 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
203 | 547465781 | 107036797 | 12432935 | 984409 | 310828 | 854689 | 3566939 | 05647 | 31086 | 09069 | 1924944 | 58944 | 03847 | 01699 | 40198 | 00538 | 251689 | 02929 | 265577 | 35665 | 12091 | 1223699 | 44534 | 124767 | 01984 | 25546 | 336056 | 174028 | 1016385 | 2230966 | 510859 | 852962 | 1354217 | 619082 | 721664 | 1324 | 164722 | 19892 | 1198422 | 12366207 | 169797 | 06238 | 3149984 | 0 | 176781 | 28464958 | 3989279 | 643025 | 619074 | 336057 | 42933 | 80076 | 7559 | 343193 | 51800855 | 1016511 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
204 | 532626055 | 108359941 | 1255475 | 996315 | 3097112 | 852527 | 3615315 | 05755 | 31729 | 09294 | 1978892 | 59771 | 03894 | 01733 | 40781 | 00544 | 255864 | 03009 | 270904 | 36277 | 12397 | 1249371 | 45342 | 127781 | 02017 | 25402 | 339072 | 176731 | 1017856 | 2245757 | 509357 | 856891 | 1328824 | 627864 | 712568 | 13347 | 168539 | 1962 | 1199515 | 12273542 | 172364 | 06391 | 3108267 | 0 | 174592 | 28283545 | 3949206 | 637939 | 627856 | 339073 | 43681 | 79765 | 76466 | 344328 | 5187411 | 1017984 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
205 | 515687812 | 108950957 | 12607778 | 1001624 | 3119112 | 849856 | 3638351 | 05828 | 32087 | 09363 | 1998777 | 6032 | 03917 | 01754 | 4102 | 00547 | 25785 | 03034 | 27386 | 36817 | 12506 | 1263481 | 45635 | 129125 | 02033 | 25355 | 339638 | 177278 | 1017015 | 224817 | 50888 | 857588 | 1296155 | 629587 | 700267 | 1328 | 169317 | 19456 | 1196616 | 12151095 | 172811 | 06422 | 3067405 | 0 | 17173 | 28038574 | 3919215 | 635975 | 629578 | 339639 | 43832 | 79668 | 76639 | 346394 | 5171572 | 1017142 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
206 | 559365742 | 108920059 | 12692112 | 1002062 | 3283233 | 882623 | 3614648 | 05701 | 31163 | 08903 | 1874705 | 60057 | 03909 | 01704 | 40651 | 00548 | 253754 | 02857 | 266352 | 36384 | 11889 | 1225186 | 44584 | 123236 | 01998 | 26592 | 340126 | 173526 | 1039753 | 2267264 | 53032 | 871758 | 1398732 | 618797 | 741763 | 13219 | 161374 | 20818 | 1227278 | 12754191 | 169517 | 06092 | 327644 | 0 | 181838 | 29350454 | 416261 | 673834 | 618788 | 340127 | 42613 | 8356 | 76027 | 358088 | 5274666 | 1039882 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
207 | 507372734 | 8135666 | 9667616 | 750024 | 2812204 | 729794 | 2542762 | 03739 | 19828 | 05205 | 1172643 | 41941 | 02785 | 0109 | 27847 | 00396 | 169834 | 01641 | 171401 | 24753 | 06898 | 777465 | 28946 | 78294 | 01332 | 22225 | 246041 | 116369 | 80711 | 1681456 | 432219 | 660718 | 1241812 | 421599 | 631578 | 09464 | 97904 | 18603 | 956381 | 10625994 | 114631 | 03627 | 2848392 | 0 | 155368 | 24239277 | 3569548 | 573916 | 421593 | 246042 | 27915 | 69161 | 53422 | 285795 | 418907975 | 807211 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
208 | 477357266 | 70527383 | 845277 | 650783 | 2590594 | 661812 | 2169527 | 03128 | 16341 | 04085 | 917493 | 35919 | 0239 | 00901 | 23585 | 00342 | 142625 | 01263 | 141745 | 21102 | 05412 | 639393 | 23954 | 62828 | 01116 | 2035 | 212966 | 97268 | 718259 | 1471079 | 392498 | 583355 | 116181 | 354871 | 583115 | 08146 | 7764 | 17397 | 853948 | 9723323 | 96145 | 02846 | 264706 | 0 | 143402 | 22116257 | 3300857 | 529956 | 354866 | 212966 | 23057 | 63172 | 45638 | 25671 | 37244745 | 71835 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
209 | 493879023 | 97750146 | 11382499 | 899234 | 2950577 | 794794 | 3316314 | 05244 | 28721 | 08241 | 1694174 | 55201 | 03587 | 01569 | 37475 | 00502 | 233825 | 02636 | 245164 | 3338 | 11013 | 1128563 | 4118 | 11233 | 01842 | 23848 | 308 | 158231 | 941328 | 2052231 | 476285 | 787461 | 1235654 | 563737 | 661815 | 11993 | 148141 | 18673 | 110552 | 11418068 | 154535 | 05599 | 2918821 | 0 | 161856 | 26288225 | 3719234 | 603418 | 563729 | 308001 | 38919 | 74874 | 69082 | 324067 | 4750861 | 941445 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
210 | 501601797 | 106766592 | 12363163 | 98161 | 310828 | 837056 | 3570248 | 05733 | 31469 | 09097 | 1928644 | 59429 | 03847 | 01721 | 40236 | 00538 | 252905 | 0294 | 268534 | 36402 | 12168 | 1238481 | 4462 | 125539 | 01993 | 25052 | 332394 | 172695 | 999385 | 2203632 | 502447 | 842257 | 1266022 | 613797 | 684529 | 1291 | 164011 | 19257 | 1174648 | 11926206 | 168402 | 06215 | 3017098 | 0 | 167892 | 27530923 | 3867845 | 629654 | 613788 | 332395 | 42633 | 78788 | 74864 | 343193 | 50673465 | 999509 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
211 | 499065391 | 1080754 | 12491169 | 993448 | 3097112 | 838422 | 3617741 | 05818 | 32009 | 09314 | 1981601 | 60127 | 03894 | 0175 | 40809 | 00544 | 256754 | 03017 | 273069 | 36816 | 12453 | 1260192 | 45405 | 128356 | 02024 | 25033 | 336342 | 175714 | 1005075 | 2225249 | 503128 | 848925 | 1262951 | 62386 | 684556 | 13092 | 167969 | 19123 | 1181768 | 1194052 | 171272 | 06372 | 3008639 | 0 | 16793 | 27580256 | 3858219 | 627769 | 623851 | 336343 | 4345 | 78764 | 75918 | 344328 | 5101658 | 1005201 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
212 | 510059453 | 108986191 | 1260348 | 1001878 | 3119112 | 847428 | 3638601 | 05834 | 32116 | 09365 | 1999056 | 60356 | 03917 | 01756 | 41023 | 00547 | 257942 | 03035 | 274084 | 36873 | 12512 | 1264602 | 45642 | 129189 | 02033 | 25287 | 339179 | 1771 | 1014762 | 2244555 | 507774 | 85619 | 1282462 | 628914 | 693614 | 1323 | 169223 | 19361 | 1193048 | 12073188 | 172611 | 06419 | 3044861 | 0 | 170169 | 27880522 | 3899013 | 633856 | 628905 | 33918 | 43792 | 79466 | 76542 | 346394 | 5157857 | 1014889 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
1575032492 | 3008455449 | 351116241 | 27682287 | 92299436 | 24715968 | 99267828 | 155072 | 845207 | 239811 | 512493 | 1645236 | 107479 | 46259 | 1111954 | 1509 | 6922635 | 76963 | 7235403 | 992784 | 319808 | 33228736 | 1212689 | 3359175 | 54493 | 743159 | 9349364 | 4737588 | 28828492 | 62511012 | 14763057 | 2407931 | 39179182 | 16921876 | 20706272 | 363329 | 4367819 | 588024 | 33990128 | 355575715 | 4631961 | 164646 | 91728656 | 0 | 5080389 | 817447675 | 116450563 | 18849431 | 16921638 | 9349393 | 1161079 | 232903 | 2084828 | 9959974 | 14719855875 | 28832085 |
Day | CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
UNIT | (tonday) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
182 | 527521289 | 104187705 | 12096017 | 95816 | 2916008 | 843671 | 4167513 | 05895 | 3271 | 09609 | 1985614 | 67723 | 04539 | 01768 | 48289 | 00617 | 288101 | 03065 | 278758 | 36556 | 1268 | 1275076 | 51515 | 131479 | 02273 | 25075 | 337565 | 175434 | 993582 | 2229801 | 50918 | 856529 | 1353648 | 623222 | 720678 | 13149 | 166413 | 18945 | 119824 | 12369397 | 171206 | 06304 | 3144352 | 0 | 176114 | 28465674 | 3984323 | 641234 | 623213 | 337566 | 43272 | 80196 | 76002 | 347433 | 51099815 | 993707 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
183 | 516131016 | 10563458 | 12237189 | 971244 | 2904136 | 842359 | 4225359 | 06016 | 33424 | 0985 | 2041453 | 68736 | 04596 | 01806 | 49006 | 00624 | 292997 | 0315 | 284641 | 37257 | 13009 | 1303341 | 52451 | 134711 | 02313 | 2499 | 340949 | 178289 | 997305 | 2247655 | 508591 | 861603 | 1329856 | 632622 | 712877 | 13274 | 170318 | 18739 | 1201132 | 12297847 | 173919 | 0646 | 3108173 | 0 | 174193 | 28330491 | 3951694 | 637453 | 632614 | 34095 | 44055 | 79982 | 7696 | 348596 | 51223245 | 997429 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
184 | 503450664 | 106042188 | 12271257 | 974882 | 2924994 | 841786 | 425044 | 06064 | 33675 | 09914 | 2060127 | 69181 | 04623 | 0182 | 49274 | 00628 | 2948 | 03173 | 286774 | 37578 | 13098 | 1313258 | 52754 | 135841 | 02327 | 24987 | 341892 | 17899 | 998159 | 2252749 | 508832 | 863277 | 1302012 | 634953 | 702371 | 13233 | 171216 | 18626 | 1200029 | 12194872 | 174479 | 06495 | 3073632 | 0 | 171785 | 28132668 | 3927747 | 63619 | 634944 | 341893 | 44243 | 80006 | 77209 | 35068 | 51189375 | 998281 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
185 | 412640312 | 68845259 | 8147964 | 634411 | 2409311 | 641414 | 2740057 | 03459 | 18482 | 04837 | 1043001 | 44355 | 03036 | 01 | 31243 | 00417 | 178836 | 01486 | 15917 | 22469 | 06307 | 71325 | 30963 | 72514 | 01405 | 19276 | 218121 | 102629 | 684281 | 1479467 | 383548 | 588276 | 1089621 | 37107 | 55067 | 0805 | 85518 | 15417 | 843984 | 9385507 | 101387 | 03162 | 2517846 | 0 | 135598 | 21423406 | 3175189 | 511009 | 371065 | 218121 | 2451 | 62264 | 47169 | 269326 | 3656006 | 684366 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
186 | 433033164 | 73375015 | 867765 | 676099 | 2507971 | 671238 | 281798 | 03669 | 19663 | 05239 | 1125698 | 45582 | 03115 | 01067 | 31891 | 00429 | 18506 | 01619 | 169581 | 23769 | 06841 | 762396 | 3207 | 7744 | 01454 | 20091 | 229999 | 109689 | 725827 | 1559375 | 398227 | 615963 | 1119706 | 396025 | 570644 | 0862 | 93147 | 16195 | 882599 | 971358 | 108043 | 03457 | 2591316 | 0 | 140381 | 22197629 | 3269388 | 526941 | 396019 | 229999 | 26328 | 64165 | 50043 | 273629 | 38495705 | 725918 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
187 | 436329062 | 66922847 | 7985676 | 617234 | 2439078 | 644435 | 2547927 | 03206 | 16962 | 04337 | 923902 | 41163 | 02833 | 00921 | 2868 | 00392 | 164437 | 01311 | 146909 | 21092 | 05635 | 65571 | 28191 | 65259 | 0129 | 19397 | 210028 | 96685 | 679347 | 1438193 | 381735 | 573865 | 1120289 | 351393 | 560384 | 07834 | 77932 | 16007 | 832386 | 9428972 | 95666 | 02862 | 2558507 | 0 | 137795 | 21471216 | 3203411 | 513796 | 351388 | 210028 | 22924 | 61948 | 45072 | 260426 | 362687875 | 679432 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
188 | 501372383 | 95002676 | 11072416 | 874043 | 2768458 | 793734 | 3877832 | 054 | 29896 | 08711 | 1749341 | 63047 | 04237 | 01614 | 45048 | 00576 | 266934 | 02751 | 254808 | 33581 | 11483 | 116314 | 47645 | 117959 | 02106 | 23658 | 311449 | 160278 | 928444 | 2065771 | 479206 | 796619 | 1284231 | 57049 | 680104 | 12084 | 15013 | 18094 | 1118042 | 11645947 | 156587 | 05675 | 2982958 | 0 | 165942 | 26774353 | 3777099 | 60786 | 570481 | 31145 | 39399 | 75651 | 69859 | 328078 | 4754195 | 928561 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
189 | 523637695 | 104034453 | 12072527 | 956702 | 2916008 | 842744 | 4167044 | 05883 | 32656 | 09606 | 1985091 | 67655 | 04539 | 01764 | 48284 | 00617 | 287929 | 03064 | 27834 | 36452 | 12669 | 1272988 | 51503 | 131369 | 02272 | 25034 | 337313 | 175369 | 992318 | 2227886 | 508499 | 855748 | 1345992 | 62293 | 717929 | 13127 | 166414 | 18898 | 119647 | 12334379 | 171111 | 06304 | 3133279 | 0 | 175412 | 28390537 | 3974153 | 640067 | 622921 | 337314 | 43259 | 80114 | 75957 | 347433 | 51024665 | 992444 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
190 | 510116523 | 105199639 | 12180325 | 967191 | 2904136 | 839198 | 4224749 | 06001 | 33353 | 09845 | 2040769 | 68646 | 04596 | 01802 | 48999 | 00624 | 292772 | 03148 | 284094 | 3712 | 12995 | 1300601 | 52435 | 134568 | 02311 | 24926 | 340637 | 178174 | 995043 | 2244696 | 507615 | 860476 | 1315009 | 632154 | 706271 | 13217 | 170289 | 18612 | 1197995 | 12214474 | 173678 | 06459 | 3084567 | 0 | 172719 | 28165559 | 3930524 | 635055 | 632145 | 340638 | 44031 | 79843 | 76889 | 348596 | 5106909 | 995166 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
191 | 503891562 | 105700977 | 12230387 | 971735 | 2924994 | 840322 | 4249734 | 06046 | 33593 | 09908 | 2059337 | 69077 | 04623 | 01816 | 49265 | 00628 | 29454 | 0317 | 286142 | 3742 | 13082 | 1310098 | 52735 | 135682 | 02325 | 24989 | 342152 | 17907 | 997955 | 2253701 | 509089 | 863755 | 1304632 | 635239 | 702278 | 1323 | 171288 | 18576 | 1200693 | 12188588 | 174473 | 06498 | 3074044 | 0 | 171926 | 28131846 | 3927404 | 635797 | 63523 | 342154 | 44262 | 80042 | 77244 | 35068 | 51178825 | 998079 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
192 | 544858086 | 105312734 | 12261509 | 968791 | 3082353 | 871822 | 4221925 | 05895 | 3254 | 09418 | 1931802 | 68663 | 04611 | 01759 | 48831 | 00628 | 289827 | 02983 | 277625 | 36816 | 12417 | 1266768 | 51581 | 129416 | 02285 | 26099 | 341898 | 175032 | 1015488 | 2266757 | 528848 | 875917 | 1409757 | 623227 | 74485 | 13146 | 163151 | 19814 | 1228818 | 1279431 | 170967 | 06161 | 3283715 | 0 | 182207 | 29432878 | 4166435 | 671874 | 623218 | 341899 | 4297 | 83736 | 76476 | 362433 | 52152005 | 1015614 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
193 | 476778438 | 77749429 | 9209822 | 71653 | 2644341 | 714915 | 2986949 | 0384 | 20618 | 05523 | 1184799 | 4813 | 03304 | 01118 | 3385 | 00455 | 195686 | 01705 | 177915 | 24792 | 07193 | 799032 | 33978 | 81425 | 01538 | 21429 | 244699 | 116469 | 772873 | 1659478 | 424661 | 655869 | 1226457 | 42068 | 620931 | 09251 | 98658 | 17364 | 943539 | 1048174 | 11484 | 0366 | 2803787 | 0 | 152545 | 23913462 | 3514915 | 563255 | 420673 | 2447 | 27938 | 68472 | 53193 | 289938 | 4102799 | 77297 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
194 | 449196914 | 6732082 | 8041113 | 620969 | 2439078 | 64876 | 2547578 | 03197 | 16921 | 04334 | 923512 | 41112 | 02833 | 00919 | 28676 | 00392 | 164308 | 01309 | 146596 | 21014 | 05627 | 654148 | 28182 | 65177 | 01289 | 1954 | 211103 | 97073 | 683947 | 1446197 | 384249 | 577074 | 1148655 | 352918 | 572572 | 07935 | 78124 | 16201 | 839693 | 9574733 | 96115 | 02868 | 2602206 | 0 | 140654 | 21776494 | 3243127 | 51826 | 352913 | 211104 | 2301 | 62359 | 45286 | 260426 | 36511305 | 684033 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
195 | 492119414 | 94837139 | 11046455 | 872464 | 2768458 | 790245 | 3878569 | 05419 | 29981 | 08717 | 1750161 | 63155 | 04237 | 01619 | 45056 | 00576 | 267203 | 02753 | 255463 | 33744 | 115 | 1166415 | 47664 | 118123 | 02108 | 23562 | 310663 | 159977 | 925157 | 2060046 | 477474 | 794333 | 1266519 | 569321 | 672527 | 12013 | 149954 | 17957 | 111318 | 11553611 | 156247 | 05669 | 2955917 | 0 | 164188 | 26580769 | 3751902 | 605308 | 569313 | 310664 | 39332 | 75391 | 69701 | 328078 | 47305865 | 925272 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
196 | 484653867 | 10296874 | 11918015 | 946649 | 2916008 | 826995 | 4169432 | 05945 | 32932 | 09625 | 198776 | 68005 | 04539 | 01781 | 48312 | 00617 | 288806 | 03071 | 280473 | 36984 | 12725 | 1283649 | 51565 | 131915 | 02279 | 24608 | 334006 | 174135 | 978106 | 2203459 | 500962 | 84597 | 1263255 | 618126 | 682209 | 12818 | 165747 | 1832 | 1174615 | 11907894 | 169742 | 06282 | 3006566 | 0 | 167021 | 27497097 | 3858349 | 627449 | 618117 | 334007 | 42983 | 789 | 75296 | 347433 | 5005759 | 978228 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
197 | 468224805 | 104244414 | 12032341 | 958103 | 2904137 | 821897 | 422726 | 06066 | 33644 | 09866 | 2043577 | 69014 | 04596 | 01819 | 49028 | 00624 | 293694 | 03156 | 286336 | 37679 | 13053 | 1311811 | 52501 | 135152 | 02318 | 24466 | 337149 | 17687 | 979621 | 2218662 | 499595 | 850125 | 1234175 | 62706 | 670483 | 12907 | 169587 | 18011 | 1175305 | 11787462 | 172309 | 06436 | 2957863 | 0 | 16429 | 27267686 | 3813175 | 621633 | 627051 | 33715 | 43739 | 7855 | 76188 | 348596 | 5001863 | 979742 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
198 | 479718555 | 105501494 | 12184573 | 969713 | 2924994 | 830722 | 4251681 | 06096 | 33818 | 09924 | 2061509 | 69362 | 04623 | 01829 | 49288 | 00628 | 295254 | 03177 | 287877 | 37853 | 13127 | 1318775 | 52786 | 136138 | 0233 | 24722 | 339983 | 17827 | 989069 | 223816 | 504376 | 857595 | 1256544 | 632121 | 682547 | 13052 | 170824 | 18256 | 1187483 | 11956486 | 173687 | 06482 | 3003143 | 0 | 167123 | 27632395 | 3862603 | 628598 | 632112 | 339984 | 44081 | 79275 | 7682 | 35068 | 50560935 | 989193 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
199 | 507036484 | 104535312 | 12142426 | 961406 | 3082353 | 858174 | 4223745 | 05942 | 3275 | 09433 | 1933838 | 6893 | 04611 | 01771 | 48852 | 00628 | 290496 | 02989 | 279251 | 37221 | 12459 | 1274894 | 51628 | 129845 | 0229 | 25677 | 338464 | 173757 | 100186 | 2242014 | 521251 | 865957 | 1332349 | 6183 | 711733 | 12865 | 162439 | 19304 | 1207363 | 12399872 | 169653 | 06138 | 3164822 | 0 | 174296 | 28594998 | 4056819 | 659559 | 618291 | 338465 | 42685 | 82476 | 75798 | 362433 | 51316645 | 1001985 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
200 | 4291425 | 76164351 | 8988975 | 701649 | 2644341 | 69841 | 2988514 | 03881 | 208 | 05536 | 1186551 | 48359 | 03304 | 01128 | 33869 | 00455 | 196261 | 0171 | 179314 | 25141 | 07229 | 806025 | 34018 | 81792 | 01542 | 20903 | 240651 | 114987 | 755704 | 1629651 | 415406 | 643947 | 1134162 | 414897 | 581117 | 08912 | 97879 | 16707 | 917784 | 10004016 | 113266 | 03634 | 2660045 | 0 | 143129 | 22901084 | 3381587 | 547889 | 414891 | 240652 | 27609 | 6696 | 5239 | 289938 | 40087695 | 755798 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
201 | 414913398 | 65957471 | 7858538 | 608232 | 2439078 | 636319 | 2548572 | 03223 | 17036 | 04342 | 924622 | 41258 | 02833 | 00925 | 28687 | 00392 | 164673 | 01313 | 147484 | 21235 | 0565 | 658584 | 28208 | 65411 | 01292 | 19164 | 208241 | 96034 | 671511 | 1425056 | 37767 | 568637 | 108115 | 348847 | 544025 | 07686 | 77587 | 15712 | 821387 | 923062 | 94962 | 02851 | 2498573 | 0 | 133927 | 21047625 | 3147417 | 507205 | 348842 | 208242 | 22779 | 61267 | 4472 | 260426 | 358340475 | 671595 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
202 | 484641602 | 94245527 | 10974386 | 866995 | 2768458 | 786479 | 3878844 | 05426 | 30012 | 08719 | 1750471 | 63195 | 04237 | 01621 | 45059 | 00576 | 267304 | 02754 | 255709 | 33806 | 11506 | 1167649 | 47671 | 118194 | 02108 | 23475 | 310002 | 159724 | 922319 | 2055047 | 47591 | 792294 | 1251418 | 568361 | 665434 | 11951 | 149825 | 17832 | 110881 | 11466925 | 155951 | 05664 | 2930829 | 0 | 162593 | 26401084 | 3728215 | 602018 | 568353 | 310003 | 39276 | 75082 | 69565 | 328078 | 4714359 | 922434 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
203 | 524579883 | 103643984 | 12030052 | 953135 | 2916008 | 841569 | 4167108 | 05885 | 32664 | 09606 | 1985165 | 67664 | 04539 | 01765 | 48285 | 00617 | 287954 | 03064 | 278399 | 36466 | 12671 | 127328 | 51504 | 131387 | 02272 | 2504 | 337379 | 175373 | 992427 | 222814 | 50859 | 855841 | 1346991 | 622978 | 717404 | 13121 | 166412 | 18877 | 119658 | 1232666 | 171078 | 06304 | 3132526 | 0 | 175415 | 2838125 | 3973052 | 63948 | 622969 | 33738 | 4326 | 80072 | 75962 | 347433 | 51032785 | 992551 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
204 | 511148203 | 104983652 | 12156962 | 96522 | 2904136 | 83969 | 4224742 | 06 | 33352 | 09845 | 2040759 | 68645 | 04596 | 01802 | 48999 | 00624 | 29277 | 03148 | 284088 | 37119 | 12995 | 1300573 | 52435 | 134568 | 02311 | 24937 | 340702 | 1782 | 995457 | 2245244 | 507761 | 860647 | 1322636 | 632255 | 708996 | 1324 | 170309 | 18644 | 1198981 | 12245485 | 17375 | 0646 | 3094034 | 0 | 17339 | 28227639 | 3937558 | 635277 | 632246 | 340703 | 44037 | 79851 | 76903 | 348596 | 51117265 | 995579 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
205 | 494995859 | 105593164 | 12213384 | 970708 | 2924994 | 836909 | 4250807 | 06073 | 33717 | 09917 | 2060536 | 69234 | 04623 | 01823 | 49278 | 00628 | 294934 | 03174 | 287099 | 37659 | 13107 | 1314885 | 52763 | 135933 | 02328 | 24896 | 341294 | 178758 | 994849 | 2247889 | 507336 | 861401 | 1290197 | 63403 | 696845 | 13174 | 171097 | 18484 | 1196221 | 12124623 | 174204 | 06491 | 3053715 | 0 | 170566 | 27986409 | 3908074 | 633372 | 634021 | 341295 | 44191 | 7976 | 77082 | 35068 | 5095164 | 994974 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
206 | 533839492 | 105399277 | 12268152 | 969559 | 3082353 | 868282 | 4223143 | 05927 | 32681 | 09428 | 1933169 | 68842 | 04611 | 01767 | 48845 | 00628 | 290276 | 02987 | 278716 | 37088 | 12445 | 1272224 | 51613 | 129701 | 02289 | 25984 | 340876 | 174655 | 1011827 | 2259645 | 526642 | 872963 | 1389777 | 621783 | 73623 | 13072 | 16294 | 19688 | 1222822 | 1269275 | 170617 | 06154 | 325282 | 0 | 180165 | 29213418 | 4137359 | 668422 | 621774 | 340877 | 42887 | 8338 | 76277 | 362433 | 51923385 | 1011953 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
207 | 476864883 | 78021787 | 9246307 | 719074 | 264434 | 714709 | 29872 | 03847 | 20648 | 05525 | 1185081 | 48167 | 03304 | 01119 | 33853 | 00455 | 195779 | 01706 | 178141 | 24848 | 07199 | 800158 | 33984 | 81486 | 01538 | 21434 | 244698 | 116473 | 772916 | 1659636 | 424712 | 655914 | 1228626 | 420697 | 622412 | 09258 | 98655 | 17381 | 943971 | 10499733 | 114868 | 0366 | 2808427 | 0 | 152862 | 23945813 | 3518981 | 563534 | 420692 | 244699 | 27939 | 68471 | 53196 | 289938 | 410243825 | 773013 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
208 | 445999766 | 67436274 | 8055095 | 622036 | 2439078 | 647313 | 2547833 | 03203 | 16951 | 04336 | 923798 | 41149 | 02833 | 0092 | 28679 | 00392 | 164402 | 0131 | 146825 | 21071 | 05632 | 655291 | 28189 | 65236 | 0129 | 19511 | 210848 | 96985 | 682725 | 144446 | 383743 | 576418 | 1147303 | 352557 | 572922 | 07924 | 78064 | 16174 | 8389 | 957679 | 96043 | 02866 | 2601999 | 0 | 140683 | 21772288 | 324213 | 517981 | 352552 | 210848 | 22989 | 62288 | 45239 | 260426 | 36424665 | 68281 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
209 | 472785469 | 94697012 | 11016262 | 871061 | 2768458 | 782554 | 3880029 | 05457 | 3015 | 08729 | 1751794 | 63369 | 04237 | 01629 | 45073 | 00576 | 267739 | 02758 | 256767 | 3407 | 11533 | 1172938 | 47702 | 118459 | 02112 | 23355 | 309061 | 15941 | 918105 | 2048412 | 473864 | 789717 | 1228873 | 567064 | 657733 | 11875 | 149655 | 17703 | 1103238 | 11378469 | 155665 | 05659 | 29018 | 0 | 160579 | 26201936 | 370263 | 599743 | 567056 | 309062 | 39205 | 74827 | 69392 | 328078 | 46811125 | 918219 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
210 | 481044219 | 103465703 | 11973818 | 951203 | 2916008 | 82403 | 4170384 | 0597 | 33042 | 09633 | 198882 | 68144 | 04539 | 01787 | 48323 | 00617 | 289155 | 03074 | 281319 | 37195 | 12746 | 1287882 | 51589 | 132149 | 02281 | 24572 | 33382 | 17407 | 976532 | 2201805 | 500478 | 845425 | 1259823 | 61784 | 680867 | 12798 | 165711 | 18271 | 1173432 | 11894218 | 169705 | 06281 | 3002022 | 0 | 166683 | 27464414 | 3854222 | 626511 | 617832 | 333821 | 42967 | 78818 | 75257 | 347433 | 49911685 | 976655 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
211 | 479501172 | 104780957 | 12105438 | 963125 | 2904136 | 825715 | 4227133 | 06062 | 33629 | 09865 | 2043438 | 68995 | 04596 | 01818 | 49026 | 00624 | 293649 | 03156 | 286225 | 37652 | 1305 | 1311259 | 52498 | 135136 | 02317 | 2459 | 338057 | 177207 | 983584 | 2225571 | 501779 | 852924 | 1257601 | 628373 | 681487 | 12991 | 169748 | 18172 | 1181753 | 11918835 | 172677 | 06441 | 2996377 | 0 | 166857 | 2753863 | 3848744 | 625447 | 628365 | 338058 | 43813 | 78881 | 76372 | 348596 | 5026754 | 983707 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
212 | 489967422 | 105643008 | 12211602 | 971102 | 2924994 | 834542 | 4251039 | 0608 | 33744 | 09919 | 2060797 | 69268 | 04623 | 01824 | 4928 | 00628 | 29502 | 03175 | 287309 | 37711 | 13112 | 1315934 | 52769 | 135992 | 02328 | 24834 | 340863 | 178589 | 992845 | 2244516 | 506305 | 860082 | 1276818 | 633396 | 69037 | 13126 | 171006 | 18396 | 1192815 | 12048998 | 174011 | 06488 | 3031837 | 0 | 169049 | 27833271 | 3888593 | 631364 | 633387 | 340864 | 44153 | 79569 | 76991 | 35068 | 50818255 | 992968 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
15010134101 | 2907447588 | 338906633 | 26749425 | 86653198 | 24300952 | 116121122 | 161073 | 886044 | 254096 | 52666292 | 1887825 | 126966 | 47921 | 1339128 | 17312 | 7931596 | 80409 | 7568148 | 1010458 | 334775 | 34482032 | 140709 | 3529457 | 62521 | 725221 | 9364562 | 4766655 | 28009183 | 62249139 | 14646134 | 24095161 | 38918082 | 16994929 | 205379 | 358933 | 4410037 | 555377 | 3383826 | 353637793 | 4660906 | 166325 | 91011697 | 0 | 5030087 | 813094019 | 115656819 | 18679581 | 16994688 | 936459 | 1168126 | 2322596 | 2090508 | 10087629 | 14479505425 | 28012676 |
Difference in July NOx
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 12
Difference in July PM25
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 13
Difference in July VOC
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 14
Comparison between Interpolation vs ASD
bull July Monthly Total Emissions Comparison
Percent Difference [] (ASD ndash ORG)ORG 100
bull PM10 and PM25 Model Species Reduction -2 ~ -10
bull Gas Model Species All Increases ranging from 0 to 7
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 15
RPD_ORG_domain_daily_total7
RPD_Full_ASD_domain_daily_total
RPD_Gasoline_ASD
Full_AvgSpeedFrac_Org_compariso
1
2
3
4
5
6
7
A
B
CO
Original
150101341
ASD (Gasoline)
1571406723
ASD (All Fuels)
1575032492
5
Gasoline ASD
5
Findings on Using ASD
bull Why are NOx emissions increased with ASD application
bull More lower speed bins are included when computing emissions with the ASD approach
bull Why are PM25 emissions decreased with ASD in cities while increased in highwaysbull The single NEI average speed assigned for urban roads was relatively lower than used in ASDbull The single NEI average speed assigned for rural roads was relatively higher than ASD
bull Why do VOC emissions show different patterns between Dallas and Phoenixbull Most of metro cities show relatively lower estimated VOC while Dallas TX and Phoenix AZ show
increasesbull Higher average speed for urban unrestricted roads from Dallas and Phoenixbull Higher contribution of urban unrestricted roads from Dallas and Phoenix bull Contributions of road and vehicle types by region andor average speed played a key role
ASD approach is a better representation of actual driving patterns by road type
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 16
NOx Humidity Correction
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 17
Humidity impacts NOx emissionsbull Spark-Ignition engines
bull Compression Ignition Diesel
The NOx Humidity Correction Equation differs by fuel Type
1 Gasoline Ethanol and CNG2 Diesel
Compute the Correction Using1 MOVES Model (Month-humiditycounty)
2 SMOKE-MOVES Integration ToolThe humidity correction equation has been coded into the latest version of SMOKE-MOVES thus allowing the adjustment to be applied according to hourly changes in humidity instead of seasonal averages
Percent Change on RPD NO2
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 18
January 1 2014 July 1 2014
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 18
Percent Change in Monthly Total NOx(January and July)
19International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019)
January July
New Jersey NOx Correction Sensitivity Runs
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 20
To assess the true impacts of NOx humidity correction perform the sensitivity runs based on the following MOVES EFs
1 MOVES Native MOVES EFs without NOx Correction
2 MOVES-NOx MOVES EFs with NOx Correction applied by MOVES
3 SMOKE-MOVES MOVES EFs with NOx Correction applied by SMOKE-MOVES
New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 21
NJ Monthly Total NOx Changes between the Methods
RPD MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 3590 4701 31 4252 18July 4517 4961 10 4354 -4
RPV MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 1127 1115 -1 1390 23July 870 866 0 832 -4
RPH MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 100 114 14 115 15July 128 128 -1 124 -3
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 22
Findings from the NJ NOx Humidity Adjustment
bull Significant Impacts to NOx emissions for RPD RPV and RPH processesbull US western regions with lower humidity will see an increase of NOxbull US eastern regions with higher humidity will see a decrease in NOxbull The Winter drier season (January) shows the significant increases of
NOx from all processesbull Summer season (July) shows up to 4 decrease of NOx from all
processesbull RPD NOx MOVES-NOx case shows higher impacts compared to
SMOKE-MOVES casebull These findings are limited to New Jersey stateInternational Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 23
Spatial Allocation using Spatial Surrogates
bull Spatial allocation is the process of mapping county-level emissions inventory data to modeling grid cells
bull We do this using spatial surrogates - each has a unique code (ID)bull There are more than 60 surrogates currently used ndash eg Population (100) Total agriculture
(310) Railroad Density (261) Offshore shipping (806) Urban unrestricted daily VMT (222) Gas well count (698)
bull Surrogates have been created using the Surrogate Tool (from wwwcmascenterorg)
bull Value = sum of attribute in grid cellsum of attribute in county
bull Values sum to 1 for each county province
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 24
New Postgres Spatial Surrogate Tool
bull Written in the PostgreSQL and PostGIS database languagebull Released on June 30 2019 bull Download from CMAS Center Spatial Allocator Github Repository
httpsgithubcomCMASCenterSpatial-Allocator
bull PostgreSQL uses a 3-tier hierarchy for data storage database schema and table A single query can access multiple tables and multiple schemas but only one database
bull Requires ReadCreateUpdateInsert access for databasesbull Supports multicore-Processing for Multiple Jobs running in parallel
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 25
Steps performed in the PG Surrogate Tool
Create a modeling domain table and insert it into the PostgreSQL Database
Load the geographic boundaries data shapefile and then reproject them to match the output modeling domain
Overlay with geographic boundaries and then calculate the attribute value in the county (ie surrogate denominator)
Overlay grid modeling domain and compute the gridded surrogate weight (ie the numerator)
Generate Surrogates using the Surrogate Tool input files
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 26
SMOKE v47 Public Release
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 27
bull Plan to release in 2019
bull Average Speed Distribution
bull NOx Humidity Correction
bull A few bug fixes and minor updates
bull Future Updatesbull New Rate-Per-Start (RPS) Process
bull New Off-network Idling (ONI) Process
Acknowledgement
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 28
bull US EPA Office of Air Quality Planning and Standard (OAQPS)bull US EPA Office of Transportation Air Quality (OTAQ)bull US EPA Office of Research Development (ORD)
Road Types Distribution by Region
Average Speed by Road type
Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
- SMOKE version 47Recent Enhancements
- Outline
- Slide Number 3
- Background on Speeds in MOVES and SMOKE-MOVES
- Examples of Average Speed Distributions
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Unrestricted)
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Restricted)
- Impact of Speed by Pollutant and Vehicle TypeFuel Gasoline
- Impact of Speed by Pollutant and Vehicle TypeFuel Diesel
- Improved Representation of Speeds in SMOKE-MOVES
- Difference in July NOx
- Difference in July PM25
- Difference in July VOC
- Comparison between Interpolation vs ASD
- Findings on Using ASD
- NOx Humidity Correction
- Percent Change on RPD NO2
- Percent Change in Monthly Total NOx(January and July)
- New Jersey NOx Correction Sensitivity Runs
- New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
- NJ Monthly Total NOx Changes between the Methods
- Findings from the NJ NOx Humidity Adjustment
- Spatial Allocation using Spatial Surrogates
- New Postgres Spatial Surrogate Tool
- Steps performed in the PG Surrogate Tool
- SMOKE v47 Public Release
- Acknowledgement
- Road Types Distribution by Region
- Slide Number 29
- Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
-
CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Original | 15010134101 | 2907447588 | 338906633 | 26749425 | 86653198 | 24300952 | 116121122 | 161073 | 886044 | 254096 | 52666292 | 1887825 | 126966 | 47921 | 1339128 | 17312 | 7931596 | 80409 | 7568148 | 1010458 | 334775 | 34482032 | 140709 | 3529457 | 62521 | 725221 | 9364562 | 4766655 | 28009183 | 62249139 | 14646134 | 24095161 | 38918082 | 16994929 | 205379 | 358933 | 4410037 | 555377 | 3383826 | 353637793 | 4660906 | 166325 | 91011697 | 0 | 5030087 | 813094019 | 115656819 | 18679581 | 16994688 | 936459 | 1168126 | 2322596 | 2090508 | 10087629 | 14479505425 | 28012676 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Gasoline) | 15714067229 | 2942955836 | 34523952 | 27094175 | 91549482 | 24531355 | 101520281 | 157712 | 861844 | 246051 | 51741275 | 1680449 | 109977 | 47109 | 1142159 | 15352 | 7089862 | 78889 | 7372724 | 1005657 | 327875 | 33865345 | 124571 | 3421284 | 55828 | 741228 | 9317945 | 4721529 | 28775363 | 62283709 | 14706694 | 23988876 | 39068661 | 1687309 | 206461 | 362124 | 4353162 | 586302 | 33867757 | 354224062 | 4615621 | 164092 | 91435955 | 0 | 5059242 | 814519902 | 116029701 | 18778919 | 16872852 | 9317974 | 1157574 | 2320375 | 2078251 | 990182 | 14559761825 | 28778949 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (All Fuels) | 1575032492 | 3008455449 | 351116241 | 27682287 | 92299436 | 24715968 | 99267828 | 155072 | 845207 | 239811 | 512493 | 1645236 | 107479 | 46259 | 1111954 | 1509 | 6922635 | 76963 | 7235403 | 992784 | 319808 | 33228736 | 1212689 | 3359175 | 54493 | 743159 | 9349364 | 4737588 | 28828492 | 62511012 | 14763057 | 2407931 | 39179182 | 16921876 | 20706272 | 363329 | 4367819 | 588024 | 33990128 | 355575715 | 4631961 | 164646 | 91728656 | 0 | 5080389 | 817447675 | 116450563 | 18849431 | 16921638 | 9349393 | 1161079 | 232903 | 2084828 | 9959974 | 14719855875 | 28832085 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
5 | 3 | 4 | 3 | 7 | 2 | -15 | -4 | -5 | -6 | -3 | -13 | -15 | -3 | -17 | -13 | -13 | -4 | -4 | -2 | -4 | -4 | -14 | -5 | -13 | 2 | -0 | -1 | 3 | 0 | 1 | -0 | 1 | -0 | 1 | 1 | -1 | 6 | 0 | 1 | -1 | -1 | 1 | 1 | 1 | 1 | 1 | -0 | -0 | -1 | 0 | -0 | -1 | 2 | 3 | 7 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Gasoline ASD | 5 | 2 | 3 | 2 | 6 | 2 | -12 | -1 | -2 | -2 | -0 | -10 | -13 | -1 | -14 | -11 | -10 | -0 | -1 | 1 | -1 | -1 | -11 | -2 | -10 | 3 | 0 | 0 | 3 | 1 | 1 | 0 | 1 | 0 | 1 | 2 | 0 | 6 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | -1 | 1 | 3 | 6 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
0 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Diff (Full-Gasoline) | 0 | 1 | 1 | 1 | 0 | 0 | -3 | -3 | -3 | -4 | -3 | -3 | -3 | -3 | -3 | -2 | -3 | -4 | -3 | -2 | -4 | -3 | -3 | -3 | -3 | -0 | -1 | -1 | -1 | -0 | -0 | -0 | 0 | -1 | -0 | -1 | -1 | -0 | -0 | -0 | -1 | -1 | -0 | 0 | -0 | -0 | -0 | -1 | -1 | -1 | -0 | -1 | -0 | 0 | -1 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
CO | NOx | NH3 | SO2 | TOG | PM25 | PM10 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
(tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Original | 150101341 | 32731036 | 866532 | 243010 | 16933473 | 1137931 | 2299143 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Gasoline) | 157140672 | 33152895 | 915495 | 245314 | 16968671 | 1104651 | 2119854 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (All Fuels) | 157503249 | 33872540 | 922994 | 247160 | 17029036 | 1088181 | 2080859 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
CO | NOx | NH3 | SO2 | TOG | PM25 | PM10 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Gasoline) | 469 | 129 | 565 | 095 | 021 | -292 | -780 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Others) | 024 | 220 | 087 | 076 | 036 | -145 | -170 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (All Fuels) | 493 | 349 | 652 | 171 | 056 | -437 | -949 |
Day | CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
UNIT | (tonday) | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
182 | 550228438 | 106327295 | 12410016 | 978376 | 3097526 | 85524 | 3692358 | 05828 | 32164 | 09439 | 1982122 | 60979 | 03982 | 01755 | 41794 | 00553 | 261122 | 0305 | 274533 | 36658 | 1258 | 1265575 | 4634 | 129277 | 02059 | 25658 | 338348 | 175479 | 1023254 | 2244247 | 512582 | 857433 | 1360711 | 624383 | 725661 | 13351 | 16641 | 19963 | 120452 | 12423053 | 171219 | 06304 | 3162733 | 0 | 177475 | 28598484 | 4002465 | 645216 | 624374 | 338349 | 43329 | 8035 | 7617 | 34333 | 5168692 | 1023382 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
183 | 537367266 | 107724248 | 12543879 | 99099 | 3086094 | 853578 | 3744655 | 05947 | 32867 | 09677 | 2037892 | 61899 | 04033 | 01794 | 42427 | 0056 | 265664 | 03135 | 280343 | 3735 | 12907 | 1293568 | 4721 | 132473 | 02095 | 25534 | 34151 | 178267 | 1025632 | 2260251 | 511359 | 861772 | 1335793 | 633489 | 71717 | 13467 | 170305 | 19717 | 1206267 | 12340176 | 173879 | 0646 | 3123234 | 0 | 175384 | 28436658 | 3965202 | 640552 | 63348 | 341511 | 44099 | 80049 | 77084 | 344469 | 51792735 | 1025761 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
184 | 524232656 | 108102021 | 12573835 | 994349 | 3108055 | 85305 | 3767189 | 05994 | 33115 | 0974 | 2056552 | 62309 | 04057 | 01808 | 4266 | 00563 | 267326 | 03158 | 282457 | 37673 | 12996 | 1303459 | 47485 | 133593 | 02108 | 2553 | 342449 | 178968 | 1026431 | 2265315 | 511591 | 863441 | 1307699 | 635817 | 706542 | 13426 | 171203 | 19604 | 1205115 | 12236018 | 174441 | 06495 | 3088286 | 0 | 172944 | 28236355 | 3940969 | 639273 | 635808 | 34245 | 44287 | 80072 | 77332 | 346535 | 51760745 | 1026559 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
185 | 437339414 | 70771494 | 8430392 | 65261 | 2554665 | 652835 | 2392714 | 03426 | 18156 | 04714 | 1041036 | 39547 | 02628 | 00995 | 26535 | 0037 | 159446 | 01477 | 156552 | 2268 | 06248 | 708848 | 27222 | 71044 | 01251 | 19986 | 220149 | 103124 | 716232 | 1503063 | 390475 | 594014 | 1100178 | 373981 | 558361 | 08258 | 8558 | 1646 | 856388 | 9494965 | 101737 | 03162 | 25514 | 0 | 13759 | 21687227 | 3218595 | 520092 | 373975 | 220149 | 24651 | 62911 | 47591 | 266073 | 371353675 | 716321 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
186 | 460356602 | 75525146 | 89922 | 696409 | 2660844 | 68376 | 2451797 | 0365 | 19389 | 05116 | 1124364 | 40572 | 02684 | 01066 | 26904 | 0038 | 164732 | 01612 | 167406 | 24129 | 06793 | 760597 | 28117 | 76034 | 01292 | 20873 | 232237 | 110239 | 760722 | 158538 | 405862 | 6223 | 113102 | 399241 | 579222 | 0885 | 93215 | 1735 | 896304 | 9833908 | 108414 | 03457 | 2628309 | 0 | 142595 | 22488223 | 3317278 | 536958 | 399235 | 232238 | 26484 | 6489 | 50509 | 269704 | 391283325 | 760819 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
187 | 466285391 | 69133882 | 8308881 | 638114 | 2586251 | 657368 | 220898 | 03192 | 16728 | 04223 | 9228 | 36568 | 02434 | 00921 | 24083 | 00347 | 145739 | 01304 | 145002 | 21461 | 05594 | 65467 | 24551 | 63994 | 01141 | 20251 | 212738 | 97384 | 716428 | 1467955 | 390705 | 581838 | 1133723 | 355243 | 570318 | 08076 | 78022 | 17219 | 848486 | 957288 | 96154 | 02862 | 2602307 | 0 | 140342 | 21817073 | 3261166 | 525695 | 355238 | 212738 | 2311 | 62861 | 45632 | 256768 | 36921515 | 716518 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
188 | 523764766 | 97053799 | 11373191 | 893421 | 2940655 | 804798 | 3429014 | 05337 | 29384 | 08549 | 1746069 | 56685 | 03711 | 01602 | 38916 | 00516 | 241472 | 02737 | 250839 | 33684 | 11389 | 1154287 | 4276 | 115886 | 01903 | 24235 | 312337 | 160363 | 957381 | 2080614 | 482827 | 797937 | 129134 | 571776 | 685173 | 1228 | 150133 | 19081 | 1124692 | 11702819 | 156628 | 05675 | 3002134 | 0 | 167319 | 2691479 | 3796972 | 612161 | 571769 | 312338 | 39463 | 75852 | 70045 | 324192 | 48103885 | 9575 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
189 | 54623043 | 106160977 | 12384537 | 976795 | 3097526 | 854208 | 3691883 | 05815 | 32109 | 09435 | 198159 | 60909 | 03982 | 01752 | 41788 | 00553 | 260946 | 03049 | 274107 | 36551 | 12569 | 1263441 | 46327 | 129164 | 02058 | 25616 | 338089 | 175413 | 102192 | 2242275 | 51188 | 856629 | 1352776 | 624083 | 722837 | 13327 | 16641 | 19913 | 1202703 | 12386981 | 171119 | 06304 | 3151343 | 0 | 176756 | 28521094 | 3992025 | 644018 | 624074 | 33809 | 43316 | 80265 | 76124 | 34333 | 5160629 | 1022047 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
190 | 53116543 | 107262646 | 12483198 | 986686 | 3086095 | 850342 | 3744031 | 05931 | 32794 | 09672 | 2037195 | 61808 | 04033 | 01789 | 4242 | 0056 | 265435 | 03133 | 279785 | 37211 | 12893 | 1290781 | 47193 | 132327 | 02094 | 25466 | 341191 | 17815 | 1023214 | 2257188 | 510354 | 860625 | 1320786 | 63301 | 710484 | 13409 | 170276 | 19584 | 1203064 | 12255844 | 173637 | 06459 | 3099321 | 0 | 17389 | 28269585 | 3943754 | 638108 | 633001 | 341192 | 44074 | 79908 | 77012 | 344469 | 5163537 | 102334 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
191 | 524891445 | 107753467 | 12531854 | 991131 | 3108055 | 851594 | 3766466 | 05976 | 33031 | 09734 | 2055744 | 62203 | 04057 | 01803 | 42652 | 00563 | 26706 | 03155 | 28181 | 37512 | 12979 | 1300229 | 47466 | 133431 | 02106 | 25532 | 342724 | 179051 | 1026228 | 2266327 | 511873 | 863958 | 131055 | 636117 | 706522 | 13422 | 171276 | 19552 | 120584 | 12230721 | 174438 | 06498 | 3089009 | 0 | 173104 | 282377 | 3940945 | 638909 | 636108 | 342725 | 44306 | 80112 | 7737 | 346535 | 51751545 | 1026356 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
192 | 570737461 | 107609492 | 12598414 | 99049 | 3272643 | 884648 | 373492 | 05831 | 32006 | 09243 | 1928432 | 61791 | 0404 | 01748 | 42185 | 00563 | 262281 | 02969 | 273462 | 36967 | 12319 | 1257919 | 4629 | 127207 | 02067 | 26783 | 343146 | 175214 | 1048995 | 2285464 | 533653 | 878332 | 1418767 | 625027 | 751191 | 13372 | 163166 | 2095 | 1237579 | 12870654 | 171085 | 06161 | 330876 | 0 | 183909 | 29619866 | 4194125 | 677781 | 625019 | 343147 | 43058 | 84065 | 76737 | 358219 | 52801195 | 1049125 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
193 | 506663906 | 80068726 | 9548708 | 738433 | 2806584 | 728293 | 2598916 | 03819 | 20323 | 05392 | 1183345 | 42814 | 02848 | 01116 | 28563 | 00403 | 174125 | 01697 | 175577 | 25164 | 07141 | 79695 | 29787 | 79926 | 01366 | 22255 | 247046 | 117042 | 809808 | 1686847 | 432682 | 662495 | 12392 | 424055 | 630282 | 09495 | 98729 | 18585 | 958029 | 10611713 | 115231 | 0366 | 2843806 | 0 | 154956 | 24225735 | 356597 | 573795 | 424049 | 247047 | 28102 | 69231 | 53682 | 285878 | 4170426 | 809909 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
194 | 480171445 | 69576348 | 8370623 | 642269 | 2586251 | 661832 | 220862 | 03183 | 16686 | 0422 | 922399 | 36515 | 02434 | 00919 | 24079 | 00347 | 145607 | 01303 | 144681 | 21381 | 05585 | 653064 | 24542 | 63909 | 0114 | 20405 | 213856 | 97785 | 721438 | 1476366 | 393351 | 585182 | 1162833 | 356827 | 582865 | 08181 | 78215 | 17426 | 856089 | 9723127 | 96615 | 02868 | 2647387 | 0 | 143289 | 22132053 | 3302294 | 530364 | 356822 | 213857 | 23198 | 63291 | 45854 | 256768 | 37170735 | 721527 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
195 | 514098984 | 96871152 | 11344727 | 891681 | 2940655 | 801348 | 3429763 | 05357 | 29471 | 08556 | 1746906 | 56795 | 03711 | 01608 | 38924 | 00516 | 241747 | 02739 | 251509 | 33851 | 11406 | 1157638 | 42779 | 116054 | 01905 | 24134 | 311534 | 160058 | 9539 | 2074731 | 481044 | 795604 | 1273647 | 570586 | 677541 | 12208 | 149956 | 1894 | 1119731 | 1160986 | 15629 | 05669 | 2974876 | 0 | 165547 | 26719587 | 3771461 | 609554 | 570578 | 311535 | 39394 | 75588 | 69885 | 324192 | 47869235 | 954016 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
196 | 505305156 | 104993555 | 12215374 | 965783 | 3097526 | 838421 | 369431 | 05878 | 3239 | 09455 | 1984311 | 61266 | 03982 | 01769 | 41816 | 00553 | 26184 | 03057 | 276279 | 37093 | 12625 | 1274303 | 46391 | 12972 | 02064 | 25168 | 334701 | 174157 | 1006782 | 2217034 | 504093 | 846615 | 1269295 | 619169 | 68661 | 13013 | 16574 | 19309 | 1180321 | 11954337 | 169739 | 06282 | 3022668 | 0 | 168233 | 27613621 | 3874032 | 631053 | 61916 | 334702 | 43036 | 79021 | 75446 | 34333 | 50636745 | 1006907 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
197 | 487192578 | 106198789 | 1231932 | 976569 | 3086095 | 83293 | 3746575 | 05997 | 33089 | 09693 | 2040039 | 62181 | 04033 | 01807 | 42449 | 0056 | 266369 | 03141 | 282057 | 37778 | 12951 | 1302141 | 47259 | 132919 | 02101 | 24983 | 337616 | 176823 | 1006779 | 2230274 | 502062 | 850018 | 1239024 | 627797 | 674126 | 13093 | 169571 | 18953 | 1179805 | 11821744 | 172253 | 06436 | 2970399 | 0 | 165316 | 2735584 | 3823971 | 6243 | 627789 | 337617 | 43776 | 78581 | 76293 | 344469 | 5057890 | 1006904 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
198 | 49923582 | 10749124 | 12476774 | 988517 | 3108055 | 841884 | 3768441 | 06027 | 3326 | 09751 | 2057948 | 62493 | 04057 | 01816 | 42675 | 00563 | 267785 | 03161 | 283573 | 37952 | 13025 | 1309041 | 47517 | 133893 | 02112 | 25249 | 340489 | 178235 | 1016675 | 2250172 | 506967 | 857609 | 1261692 | 632913 | 686379 | 1324 | 170809 | 19214 | 119222 | 11993381 | 17364 | 06482 | 3016465 | 0 | 168195 | 27726475 | 3874357 | 631441 | 632904 | 34049 | 44121 | 7932 | 76933 | 346535 | 5112771 | 1016801 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
199 | 530396289 | 106727471 | 12464324 | 982121 | 3272643 | 870772 | 3736779 | 0588 | 32221 | 09259 | 1930509 | 62063 | 0404 | 0176 | 42206 | 00563 | 262964 | 02974 | 27512 | 37381 | 12362 | 1266209 | 46338 | 127645 | 02072 | 26335 | 339601 | 173908 | 1034275 | 2259677 | 525723 | 868034 | 1339966 | 619951 | 717345 | 13083 | 16245 | 20408 | 1215419 | 12466929 | 169747 | 06138 | 3186974 | 0 | 175815 | 28761121 | 4081381 | 66499 | 619942 | 339602 | 42766 | 8276 | 76037 | 358219 | 51954275 | 1034404 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
200 | 455425312 | 78334146 | 9306249 | 722142 | 2806584 | 711532 | 2600539 | 03861 | 2051 | 05405 | 1185156 | 43051 | 02848 | 01127 | 28582 | 00403 | 174719 | 01702 | 177024 | 25525 | 07179 | 804181 | 29829 | 80305 | 01371 | 21691 | 242846 | 115519 | 791115 | 1655562 | 422963 | 650108 | 1145003 | 418067 | 589438 | 09145 | 97945 | 17882 | 931288 | 10120993 | 113626 | 03634 | 2696019 | 0 | 145283 | 23184473 | 3428287 | 557758 | 41806 | 242847 | 27762 | 67661 | 52849 | 285878 | 407508375 | 791213 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
201 | 443417891 | 68103125 | 8172311 | 628496 | 2586251 | 649292 | 2209629 | 03209 | 16803 | 04228 | 923525 | 36663 | 02434 | 00926 | 24091 | 00347 | 145977 | 01306 | 145581 | 21605 | 05609 | 657565 | 24568 | 64147 | 01143 | 20002 | 210893 | 96718 | 707931 | 1454214 | 386455 | 576435 | 1094107 | 352618 | 553628 | 07924 | 77675 | 16906 | 837111 | 9370323 | 95442 | 02851 | 2541038 | 0 | 136387 | 21383855 | 3203644 | 518849 | 352613 | 210894 | 2296 | 6216 | 45267 | 256768 | 3648849 | 708018 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
202 | 506275586 | 96245244 | 11268118 | 885893 | 2940655 | 797535 | 3430027 | 05363 | 29501 | 08558 | 1747201 | 56833 | 03711 | 01609 | 38927 | 00516 | 241844 | 0274 | 251742 | 33909 | 11412 | 1158805 | 42786 | 116122 | 01906 | 24043 | 310858 | 159801 | 950886 | 2069569 | 479431 | 793521 | 1258334 | 569606 | 670326 | 12145 | 149826 | 18808 | 111526 | 11521637 | 155989 | 05664 | 2949321 | 0 | 163923 | 26536577 | 3747289 | 606176 | 569598 | 310859 | 39338 | 7527 | 69745 | 324192 | 47705325 | 951005 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
203 | 547338828 | 105760361 | 12340909 | 973134 | 3097526 | 853094 | 369194 | 05817 | 32116 | 09435 | 1981656 | 60918 | 03982 | 01753 | 41789 | 00553 | 260968 | 03049 | 274159 | 36564 | 1257 | 1263701 | 46329 | 129181 | 02058 | 25622 | 338164 | 175419 | 1022066 | 224258 | 511993 | 85675 | 135402 | 624142 | 72237 | 13323 | 166408 | 19892 | 1202858 | 12380164 | 171091 | 06304 | 3150869 | 0 | 176772 | 28513777 | 3991186 | 643451 | 624133 | 338165 | 43318 | 80226 | 7613 | 34333 | 5161853 | 1022192 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
204 | 53254207 | 10704957 | 12460326 | 984739 | 3086095 | 850888 | 3744009 | 0593 | 32792 | 09672 | 2037167 | 61804 | 04033 | 01789 | 42419 | 0056 | 265426 | 03133 | 279763 | 37206 | 12892 | 1290673 | 47193 | 132324 | 02093 | 25481 | 34127 | 17818 | 1023754 | 2257865 | 510541 | 860838 | 1328636 | 633131 | 713306 | 13433 | 170296 | 1962 | 1204137 | 12288119 | 173712 | 0646 | 3109189 | 0 | 174584 | 28334482 | 3951195 | 638384 | 633122 | 341271 | 44081 | 79921 | 77028 | 344469 | 51686245 | 1023881 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
205 | 515619609 | 107627998 | 12512426 | 989937 | 3108055 | 848181 | 3767542 | 06004 | 33156 | 09743 | 2056946 | 62361 | 04057 | 0181 | 42664 | 00563 | 267455 | 03159 | 282771 | 37751 | 13004 | 130503 | 47494 | 133682 | 02109 | 25435 | 341849 | 178736 | 1022957 | 2260354 | 510072 | 861558 | 1295969 | 634886 | 701008 | 13366 | 171084 | 19456 | 1201267 | 12165701 | 174167 | 06491 | 3068333 | 0 | 17172 | 28089741 | 3921216 | 636421 | 634877 | 34185 | 44235 | 79825 | 77205 | 346535 | 51523755 | 1023086 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
206 | 559155352 | 107678438 | 12602854 | 991097 | 3272643 | 881082 | 373616 | 05864 | 32149 | 09254 | 1929816 | 61972 | 0404 | 01756 | 42199 | 00563 | 262735 | 02972 | 274566 | 37243 | 12348 | 1263435 | 46322 | 127496 | 0207 | 26663 | 3421 | 174831 | 1045125 | 2278138 | 531379 | 875306 | 1398521 | 623552 | 742421 | 13296 | 162955 | 20818 | 1231437 | 12767202 | 170731 | 06154 | 3277265 | 0 | 181828 | 29396121 | 416439 | 674231 | 623543 | 342101 | 42974 | 837 | 76534 | 358219 | 52570925 | 1045256 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
207 | 506870938 | 80356079 | 9587531 | 741122 | 2806584 | 728165 | 2599178 | 03826 | 20353 | 05394 | 1183638 | 42852 | 02848 | 01118 | 28566 | 00403 | 174221 | 01697 | 175811 | 25222 | 07147 | 798117 | 29794 | 79988 | 01367 | 22261 | 247053 | 117049 | 809886 | 1687054 | 432752 | 662563 | 1241587 | 424082 | 631846 | 09503 | 98727 | 18603 | 958509 | 10630759 | 115263 | 0366 | 2848736 | 0 | 155291 | 24260281 | 3570318 | 574108 | 424077 | 247054 | 28103 | 69235 | 53687 | 285878 | 41704265 | 809987 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
208 | 476776602 | 69695103 | 8385077 | 643367 | 2586251 | 660413 | 2208886 | 0319 | 16717 | 04222 | 922697 | 36554 | 02434 | 00921 | 24082 | 00347 | 145705 | 01304 | 144919 | 2144 | 05592 | 654254 | 24549 | 63971 | 01141 | 20373 | 213595 | 97696 | 720109 | 1474549 | 392821 | 584509 | 1161592 | 356457 | 583248 | 0817 | 78156 | 17397 | 855266 | 9725438 | 96542 | 02866 | 2647238 | 0 | 143323 | 22128208 | 3301278 | 530069 | 356452 | 213596 | 23177 | 63218 | 45806 | 256768 | 3708495 | 720199 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
209 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
210 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
211 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
212 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
total | 15714067229 | 2942955836 | 34523952 | 27094175 | 91549482 | 24531355 | 101520281 | 157712 | 861844 | 246051 | 51741275 | 1680449 | 109977 | 47109 | 1142159 | 15352 | 7089862 | 78889 | 7372724 | 1005657 | 327875 | 33865345 | 124571 | 3421284 | 55828 | 741228 | 9317945 | 4721529 | 28775363 | 62283709 | 14706694 | 23988876 | 39068661 | 1687309 | 206461 | 362124 | 4353162 | 586302 | 33867757 | 354224062 | 4615621 | 164092 | 91435955 | 0 | 5059242 | 814519902 | 116029701 | 18778919 | 16872852 | 9317974 | 1157574 | 2320375 | 2078251 | 990182 | 14559761825 | 28778949 |
Day | CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
UNIT | (tonday) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
182 | 550345586 | 107608145 | 12502397 | 989691 | 310828 | 856831 | 3567357 | 05658 | 31135 | 09072 | 1925412 | 59006 | 03847 | 01701 | 40203 | 00538 | 251843 | 0293 | 265952 | 35758 | 12101 | 1225573 | 44545 | 124863 | 01985 | 25582 | 336239 | 174088 | 1017571 | 2232628 | 511447 | 853645 | 1360904 | 619321 | 724954 | 13268 | 164723 | 19963 | 1200083 | 12409099 | 169924 | 06238 | 3161849 | 0 | 177483 | 28549587 | 4000557 | 64479 | 619313 | 33624 | 42945 | 802 | 7563 | 343193 | 51868765 | 1017698 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
183 | 537438633 | 109041016 | 12638774 | 100262 | 3097112 | 855209 | 3615965 | 05772 | 31804 | 09299 | 1979617 | 59866 | 03894 | 01738 | 40789 | 00544 | 256102 | 03011 | 271484 | 36421 | 12412 | 1252267 | 45359 | 12793 | 02019 | 25454 | 339312 | 176817 | 1019732 | 2248136 | 510174 | 857823 | 1335979 | 628221 | 716431 | 13381 | 168547 | 19717 | 120164 | 12325565 | 17253 | 06391 | 3122314 | 0 | 175391 | 28385635 | 396321 | 640107 | 628212 | 339313 | 43698 | 79893 | 76522 | 344328 | 51979475 | 1019861 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
184 | 524297539 | 109431494 | 12669756 | 1006093 | 3119112 | 854717 | 3637993 | 05818 | 32046 | 0936 | 1998384 | 60268 | 03917 | 01752 | 41016 | 00547 | 257721 | 03033 | 273546 | 36738 | 12498 | 126191 | 45626 | 129037 | 02032 | 2545 | 340238 | 17751 | 102049 | 2253131 | 510399 | 859472 | 1307884 | 630517 | 705801 | 13339 | 169436 | 19604 | 1200464 | 12221405 | 173084 | 06426 | 3087361 | 0 | 172953 | 28185151 | 3938969 | 638826 | 630508 | 340239 | 43884 | 79915 | 76767 | 346394 | 51951515 | 1020616 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
185 | 437773125 | 71651963 | 8499877 | 660438 | 2559784 | 654214 | 234319 | 03353 | 17714 | 04555 | 102468 | 38765 | 02574 | 00972 | 25916 | 00364 | 155698 | 01427 | 152824 | 22287 | 0604 | 691445 | 26498 | 69363 | 01221 | 19958 | 219436 | 10265 | 714026 | 1499196 | 390105 | 592737 | 1100361 | 372201 | 558199 | 08232 | 8501 | 1646 | 854921 | 9492202 | 101298 | 0314 | 2551174 | 0 | 13766 | 21673279 | 3218082 | 51996 | 372195 | 219437 | 24518 | 62861 | 47403 | 266018 | 372933275 | 714115 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
186 | 460812227 | 7647417 | 9068168 | 704854 | 2666135 | 685308 | 2398465 | 03567 | 18889 | 04935 | 1114379 | 3971 | 02625 | 0104 | 26224 | 00373 | 160574 | 01558 | 163208 | 23682 | 06556 | 74093 | 27313 | 74439 | 01259 | 20839 | 231264 | 109585 | 758062 | 1579993 | 405349 | 620526 | 1131224 | 396854 | 578962 | 08812 | 92423 | 1735 | 894257 | 982927 | 107805 | 03426 | 2627979 | 0 | 142668 | 22467942 | 3316533 | 536773 | 396848 | 231265 | 26303 | 6482 | 50254 | 269624 | 39305575 | 758156 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
187 | 466855312 | 69961797 | 8376148 | 645492 | 2590594 | 658759 | 2169618 | 0313 | 16352 | 04086 | 917595 | 35933 | 0239 | 00901 | 23586 | 00342 | 142659 | 01264 | 141828 | 21123 | 05415 | 639808 | 23956 | 62852 | 01117 | 20227 | 212105 | 96954 | 714576 | 1464468 | 39038 | 580678 | 1133938 | 353649 | 570182 | 08052 | 77503 | 17219 | 84716 | 9570711 | 95755 | 02842 | 2602123 | 0 | 14042 | 21804966 | 326074 | 525581 | 353644 | 212105 | 2299 | 62815 | 45462 | 25671 | 37080305 | 714664 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
188 | 523926797 | 98123252 | 11448221 | 90285 | 2950578 | 806024 | 3314088 | 05186 | 28463 | 08223 | 1691687 | 54876 | 03587 | 01554 | 37449 | 00502 | 233009 | 02629 | 243179 | 32884 | 10962 | 1118634 | 41122 | 111822 | 01836 | 24168 | 310455 | 159117 | 952362 | 2070222 | 481815 | 794547 | 1291528 | 567256 | 684523 | 12206 | 148622 | 19081 | 1120711 | 11689817 | 155469 | 05615 | 3001324 | 0 | 167308 | 26870459 | 3795227 | 611778 | 567248 | 310456 | 39119 | 75718 | 69562 | 324067 | 48243285 | 952481 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
189 | 546350859 | 107439736 | 12476725 | 988092 | 310828 | 855801 | 3566882 | 05646 | 31079 | 09068 | 1924878 | 58935 | 03847 | 01698 | 40197 | 00538 | 251668 | 02929 | 265526 | 35652 | 1209 | 1223441 | 44532 | 124751 | 01984 | 2554 | 335979 | 17402 | 1016236 | 2230646 | 510745 | 85284 | 1352971 | 619018 | 72213 | 13245 | 164722 | 19913 | 1198262 | 12373021 | 169823 | 06238 | 3150458 | 0 | 176764 | 28472209 | 3990119 | 643592 | 619009 | 33598 | 42931 | 80115 | 75583 | 343193 | 51788525 | 1016362 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
190 | 531243477 | 108574492 | 12577657 | 998272 | 3097112 | 851977 | 3615337 | 05756 | 31731 | 09294 | 197892 | 59775 | 03894 | 01734 | 40781 | 00544 | 255873 | 03009 | 270926 | 36282 | 12398 | 124948 | 45343 | 127785 | 02017 | 25387 | 338992 | 176701 | 1017314 | 2245073 | 50917 | 856676 | 1320973 | 62774 | 709745 | 13323 | 168518 | 19584 | 1198439 | 12241244 | 172288 | 0639 | 3098398 | 0 | 173897 | 28218577 | 3941761 | 637662 | 627731 | 338993 | 43673 | 79751 | 7645 | 344328 | 5182256 | 1017441 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
191 | 524970508 | 109080293 | 12627539 | 1002852 | 3119112 | 853268 | 3637274 | 058 | 31962 | 09354 | 1997575 | 60162 | 03917 | 01747 | 41007 | 00547 | 257455 | 03031 | 272899 | 36577 | 12481 | 1258679 | 45607 | 128874 | 0203 | 25452 | 340515 | 177595 | 1020288 | 2254155 | 510683 | 859993 | 1310739 | 630823 | 705782 | 13336 | 16951 | 19552 | 1201195 | 12216127 | 173083 | 06428 | 3088084 | 0 | 173114 | 28186562 | 3938949 | 638463 | 630814 | 340516 | 43904 | 79955 | 76805 | 346394 | 5194325 | 1020416 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
192 | 570961172 | 108849863 | 12687565 | 1001446 | 3283233 | 886188 | 3613413 | 05669 | 3102 | 08893 | 1873324 | 59876 | 03909 | 01696 | 40637 | 00548 | 253301 | 02854 | 265248 | 36109 | 11861 | 1219671 | 44552 | 122947 | 01995 | 26711 | 341175 | 173911 | 1043625 | 2274608 | 532595 | 874787 | 141898 | 620277 | 750536 | 13295 | 161587 | 2095 | 1233427 | 12857703 | 169873 | 06099 | 3307937 | 0 | 183919 | 29574299 | 4192343 | 677384 | 620268 | 341176 | 42698 | 83924 | 76231 | 358088 | 5297687 | 1043756 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
193 | 507163867 | 81065264 | 9628386 | 7473 | 2812204 | 729916 | 25425 | 03732 | 19798 | 05202 | 1172352 | 41903 | 02785 | 01089 | 27844 | 00396 | 169738 | 0164 | 171168 | 24694 | 06892 | 776299 | 28939 | 78231 | 01331 | 22219 | 246034 | 116361 | 807032 | 1681241 | 432148 | 660647 | 1239423 | 421569 | 630014 | 09456 | 97905 | 18585 | 955898 | 1060692 | 114598 | 03627 | 2843462 | 0 | 155034 | 24204695 | 3565198 | 573603 | 421563 | 246035 | 27913 | 69158 | 53417 | 285795 | 418902575 | 807132 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
194 | 48075875 | 704079 | 8438246 | 649678 | 2590594 | 663229 | 216926 | 03121 | 1631 | 04083 | 917194 | 3588 | 0239 | 00899 | 23581 | 00342 | 142527 | 01263 | 141507 | 21043 | 05406 | 638202 | 23947 | 62767 | 01116 | 20381 | 213227 | 97358 | 71959 | 1472901 | 393028 | 584029 | 1163052 | 355241 | 582733 | 08157 | 77699 | 17426 | 854771 | 9721018 | 96218 | 02848 | 2647207 | 0 | 143368 | 22120122 | 3301873 | 530251 | 355236 | 213228 | 23079 | 63245 | 45685 | 25671 | 373304375 | 719679 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
195 | 514250234 | 97938555 | 11419491 | 901091 | 2950577 | 802572 | 3314836 | 05205 | 2855 | 08229 | 1692527 | 54985 | 03587 | 01559 | 37458 | 00502 | 233285 | 02631 | 243849 | 33051 | 10979 | 1121986 | 41142 | 11199 | 01838 | 24067 | 309651 | 158812 | 948876 | 2064328 | 480031 | 79221 | 1273831 | 566062 | 67689 | 12134 | 148445 | 1894 | 1115749 | 11596826 | 155129 | 05609 | 2974066 | 0 | 165536 | 26675222 | 3769716 | 609171 | 566054 | 309652 | 3905 | 75454 | 69402 | 324067 | 48008575 | 948992 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
196 | 505387695 | 106259365 | 12306235 | 97696 | 310828 | 840006 | 3569312 | 05709 | 31361 | 09089 | 1927599 | 59292 | 03847 | 01715 | 40225 | 00538 | 252561 | 02937 | 267698 | 36194 | 12146 | 1234302 | 44595 | 125307 | 0199 | 25091 | 332582 | 17276 | 1001081 | 2205363 | 502953 | 842812 | 1269477 | 614087 | 685899 | 1293 | 164046 | 19309 | 1175865 | 11940255 | 168439 | 06216 | 3021779 | 0 | 16824 | 27564502 | 3872111 | 630624 | 614079 | 332583 | 42649 | 7887 | 74904 | 343193 | 5081793 | 1001204 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
197 | 487229883 | 107500098 | 12412637 | 988061 | 3097112 | 834552 | 3617882 | 05822 | 32026 | 09315 | 1981765 | 60148 | 03894 | 01751 | 40811 | 00544 | 256807 | 03017 | 273199 | 36849 | 12456 | 1260839 | 45409 | 128377 | 02024 | 24903 | 335408 | 175368 | 1000858 | 2218107 | 500871 | 846053 | 1239199 | 622508 | 673382 | 13007 | 167806 | 18953 | 117516 | 11807014 | 170898 | 06367 | 2969467 | 0 | 16532 | 27304531 | 3821966 | 623853 | 622499 | 335409 | 43374 | 78424 | 75728 | 344328 | 50764745 | 1000983 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
198 | 499280117 | 108814004 | 12571898 | 1000199 | 3119112 | 84354 | 3639248 | 05851 | 32191 | 09371 | 199978 | 60451 | 03917 | 0176 | 4103 | 00547 | 25818 | 03037 | 274662 | 37017 | 12527 | 1267492 | 45659 | 129337 | 02035 | 25169 | 338273 | 176774 | 101072 | 2237961 | 505773 | 853631 | 1261871 | 627602 | 685635 | 13154 | 169038 | 19214 | 1187561 | 11978667 | 17228 | 06413 | 3015536 | 0 | 168202 | 27675078 | 3872352 | 630993 | 627593 | 338274 | 43717 | 79163 | 76367 | 346394 | 51317375 | 1010846 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
199 | 530561562 | 107957803 | 12552368 | 992981 | 3283233 | 87229 | 3615271 | 05717 | 31235 | 08908 | 1875401 | 60148 | 03909 | 01709 | 40658 | 00548 | 253982 | 02859 | 266907 | 36522 | 11904 | 1227961 | 446 | 123384 | 02 | 26262 | 337616 | 172598 | 1028883 | 2248752 | 524659 | 864469 | 1340166 | 615175 | 716681 | 13005 | 160862 | 20408 | 1211242 | 12453776 | 168528 | 06075 | 3186141 | 0 | 175822 | 28715171 | 4079582 | 664589 | 615166 | 337618 | 42404 | 82619 | 75528 | 358088 | 5212733 | 1029012 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
200 | 455853828 | 7931667 | 93846 | 730882 | 2812204 | 71313 | 2544122 | 03774 | 19985 | 05216 | 1174162 | 4214 | 02785 | 011 | 27863 | 00396 | 170332 | 01645 | 172614 | 25055 | 0693 | 783529 | 28981 | 78611 | 01336 | 21654 | 24182 | 11483 | 788314 | 1649881 | 422421 | 648239 | 1145206 | 415553 | 58916 | 09106 | 97111 | 17882 | 92913 | 10116039 | 112985 | 03602 | 2695664 | 0 | 145357 | 2316293 | 3427494 | 557562 | 415548 | 24182 | 27572 | 67587 | 52581 | 285795 | 40933975 | 788412 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
201 | 443959492 | 68923154 | 8238903 | 635802 | 2590594 | 650676 | 2170269 | 03147 | 16427 | 04092 | 918321 | 36028 | 0239 | 00906 | 23593 | 00342 | 142897 | 01266 | 142407 | 21267 | 0543 | 642702 | 23973 | 63005 | 01118 | 19979 | 210256 | 96286 | 706068 | 1450708 | 386127 | 575268 | 1094315 | 351016 | 55349 | 079 | 77153 | 16906 | 835777 | 9368105 | 95041 | 0283 | 2540853 | 0 | 136464 | 21371643 | 3203213 | 518734 | 351012 | 210257 | 2284 | 62113 | 45097 | 25671 | 366466925 | 706156 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
202 | 506423203 | 97306289 | 11342378 | 895246 | 2950578 | 79876 | 33151 | 05212 | 2858 | 08231 | 1692819 | 55024 | 03587 | 01561 | 37461 | 00502 | 233381 | 02632 | 244082 | 3311 | 10985 | 1123153 | 41149 | 112058 | 01838 | 23976 | 308973 | 158553 | 94586 | 2059155 | 478417 | 790123 | 1258522 | 565078 | 669674 | 1207 | 148313 | 18808 | 1111272 | 11508597 | 154828 | 05605 | 2948513 | 0 | 163911 | 26492124 | 3745542 | 605793 | 56507 | 308974 | 38993 | 75136 | 69262 | 324067 | 47844705 | 945979 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
203 | 547465781 | 107036797 | 12432935 | 984409 | 310828 | 854689 | 3566939 | 05647 | 31086 | 09069 | 1924944 | 58944 | 03847 | 01699 | 40198 | 00538 | 251689 | 02929 | 265577 | 35665 | 12091 | 1223699 | 44534 | 124767 | 01984 | 25546 | 336056 | 174028 | 1016385 | 2230966 | 510859 | 852962 | 1354217 | 619082 | 721664 | 1324 | 164722 | 19892 | 1198422 | 12366207 | 169797 | 06238 | 3149984 | 0 | 176781 | 28464958 | 3989279 | 643025 | 619074 | 336057 | 42933 | 80076 | 7559 | 343193 | 51800855 | 1016511 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
204 | 532626055 | 108359941 | 1255475 | 996315 | 3097112 | 852527 | 3615315 | 05755 | 31729 | 09294 | 1978892 | 59771 | 03894 | 01733 | 40781 | 00544 | 255864 | 03009 | 270904 | 36277 | 12397 | 1249371 | 45342 | 127781 | 02017 | 25402 | 339072 | 176731 | 1017856 | 2245757 | 509357 | 856891 | 1328824 | 627864 | 712568 | 13347 | 168539 | 1962 | 1199515 | 12273542 | 172364 | 06391 | 3108267 | 0 | 174592 | 28283545 | 3949206 | 637939 | 627856 | 339073 | 43681 | 79765 | 76466 | 344328 | 5187411 | 1017984 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
205 | 515687812 | 108950957 | 12607778 | 1001624 | 3119112 | 849856 | 3638351 | 05828 | 32087 | 09363 | 1998777 | 6032 | 03917 | 01754 | 4102 | 00547 | 25785 | 03034 | 27386 | 36817 | 12506 | 1263481 | 45635 | 129125 | 02033 | 25355 | 339638 | 177278 | 1017015 | 224817 | 50888 | 857588 | 1296155 | 629587 | 700267 | 1328 | 169317 | 19456 | 1196616 | 12151095 | 172811 | 06422 | 3067405 | 0 | 17173 | 28038574 | 3919215 | 635975 | 629578 | 339639 | 43832 | 79668 | 76639 | 346394 | 5171572 | 1017142 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
206 | 559365742 | 108920059 | 12692112 | 1002062 | 3283233 | 882623 | 3614648 | 05701 | 31163 | 08903 | 1874705 | 60057 | 03909 | 01704 | 40651 | 00548 | 253754 | 02857 | 266352 | 36384 | 11889 | 1225186 | 44584 | 123236 | 01998 | 26592 | 340126 | 173526 | 1039753 | 2267264 | 53032 | 871758 | 1398732 | 618797 | 741763 | 13219 | 161374 | 20818 | 1227278 | 12754191 | 169517 | 06092 | 327644 | 0 | 181838 | 29350454 | 416261 | 673834 | 618788 | 340127 | 42613 | 8356 | 76027 | 358088 | 5274666 | 1039882 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
207 | 507372734 | 8135666 | 9667616 | 750024 | 2812204 | 729794 | 2542762 | 03739 | 19828 | 05205 | 1172643 | 41941 | 02785 | 0109 | 27847 | 00396 | 169834 | 01641 | 171401 | 24753 | 06898 | 777465 | 28946 | 78294 | 01332 | 22225 | 246041 | 116369 | 80711 | 1681456 | 432219 | 660718 | 1241812 | 421599 | 631578 | 09464 | 97904 | 18603 | 956381 | 10625994 | 114631 | 03627 | 2848392 | 0 | 155368 | 24239277 | 3569548 | 573916 | 421593 | 246042 | 27915 | 69161 | 53422 | 285795 | 418907975 | 807211 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
208 | 477357266 | 70527383 | 845277 | 650783 | 2590594 | 661812 | 2169527 | 03128 | 16341 | 04085 | 917493 | 35919 | 0239 | 00901 | 23585 | 00342 | 142625 | 01263 | 141745 | 21102 | 05412 | 639393 | 23954 | 62828 | 01116 | 2035 | 212966 | 97268 | 718259 | 1471079 | 392498 | 583355 | 116181 | 354871 | 583115 | 08146 | 7764 | 17397 | 853948 | 9723323 | 96145 | 02846 | 264706 | 0 | 143402 | 22116257 | 3300857 | 529956 | 354866 | 212966 | 23057 | 63172 | 45638 | 25671 | 37244745 | 71835 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
209 | 493879023 | 97750146 | 11382499 | 899234 | 2950577 | 794794 | 3316314 | 05244 | 28721 | 08241 | 1694174 | 55201 | 03587 | 01569 | 37475 | 00502 | 233825 | 02636 | 245164 | 3338 | 11013 | 1128563 | 4118 | 11233 | 01842 | 23848 | 308 | 158231 | 941328 | 2052231 | 476285 | 787461 | 1235654 | 563737 | 661815 | 11993 | 148141 | 18673 | 110552 | 11418068 | 154535 | 05599 | 2918821 | 0 | 161856 | 26288225 | 3719234 | 603418 | 563729 | 308001 | 38919 | 74874 | 69082 | 324067 | 4750861 | 941445 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
210 | 501601797 | 106766592 | 12363163 | 98161 | 310828 | 837056 | 3570248 | 05733 | 31469 | 09097 | 1928644 | 59429 | 03847 | 01721 | 40236 | 00538 | 252905 | 0294 | 268534 | 36402 | 12168 | 1238481 | 4462 | 125539 | 01993 | 25052 | 332394 | 172695 | 999385 | 2203632 | 502447 | 842257 | 1266022 | 613797 | 684529 | 1291 | 164011 | 19257 | 1174648 | 11926206 | 168402 | 06215 | 3017098 | 0 | 167892 | 27530923 | 3867845 | 629654 | 613788 | 332395 | 42633 | 78788 | 74864 | 343193 | 50673465 | 999509 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
211 | 499065391 | 1080754 | 12491169 | 993448 | 3097112 | 838422 | 3617741 | 05818 | 32009 | 09314 | 1981601 | 60127 | 03894 | 0175 | 40809 | 00544 | 256754 | 03017 | 273069 | 36816 | 12453 | 1260192 | 45405 | 128356 | 02024 | 25033 | 336342 | 175714 | 1005075 | 2225249 | 503128 | 848925 | 1262951 | 62386 | 684556 | 13092 | 167969 | 19123 | 1181768 | 1194052 | 171272 | 06372 | 3008639 | 0 | 16793 | 27580256 | 3858219 | 627769 | 623851 | 336343 | 4345 | 78764 | 75918 | 344328 | 5101658 | 1005201 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
212 | 510059453 | 108986191 | 1260348 | 1001878 | 3119112 | 847428 | 3638601 | 05834 | 32116 | 09365 | 1999056 | 60356 | 03917 | 01756 | 41023 | 00547 | 257942 | 03035 | 274084 | 36873 | 12512 | 1264602 | 45642 | 129189 | 02033 | 25287 | 339179 | 1771 | 1014762 | 2244555 | 507774 | 85619 | 1282462 | 628914 | 693614 | 1323 | 169223 | 19361 | 1193048 | 12073188 | 172611 | 06419 | 3044861 | 0 | 170169 | 27880522 | 3899013 | 633856 | 628905 | 33918 | 43792 | 79466 | 76542 | 346394 | 5157857 | 1014889 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
1575032492 | 3008455449 | 351116241 | 27682287 | 92299436 | 24715968 | 99267828 | 155072 | 845207 | 239811 | 512493 | 1645236 | 107479 | 46259 | 1111954 | 1509 | 6922635 | 76963 | 7235403 | 992784 | 319808 | 33228736 | 1212689 | 3359175 | 54493 | 743159 | 9349364 | 4737588 | 28828492 | 62511012 | 14763057 | 2407931 | 39179182 | 16921876 | 20706272 | 363329 | 4367819 | 588024 | 33990128 | 355575715 | 4631961 | 164646 | 91728656 | 0 | 5080389 | 817447675 | 116450563 | 18849431 | 16921638 | 9349393 | 1161079 | 232903 | 2084828 | 9959974 | 14719855875 | 28832085 |
Day | CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
UNIT | (tonday) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
182 | 527521289 | 104187705 | 12096017 | 95816 | 2916008 | 843671 | 4167513 | 05895 | 3271 | 09609 | 1985614 | 67723 | 04539 | 01768 | 48289 | 00617 | 288101 | 03065 | 278758 | 36556 | 1268 | 1275076 | 51515 | 131479 | 02273 | 25075 | 337565 | 175434 | 993582 | 2229801 | 50918 | 856529 | 1353648 | 623222 | 720678 | 13149 | 166413 | 18945 | 119824 | 12369397 | 171206 | 06304 | 3144352 | 0 | 176114 | 28465674 | 3984323 | 641234 | 623213 | 337566 | 43272 | 80196 | 76002 | 347433 | 51099815 | 993707 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
183 | 516131016 | 10563458 | 12237189 | 971244 | 2904136 | 842359 | 4225359 | 06016 | 33424 | 0985 | 2041453 | 68736 | 04596 | 01806 | 49006 | 00624 | 292997 | 0315 | 284641 | 37257 | 13009 | 1303341 | 52451 | 134711 | 02313 | 2499 | 340949 | 178289 | 997305 | 2247655 | 508591 | 861603 | 1329856 | 632622 | 712877 | 13274 | 170318 | 18739 | 1201132 | 12297847 | 173919 | 0646 | 3108173 | 0 | 174193 | 28330491 | 3951694 | 637453 | 632614 | 34095 | 44055 | 79982 | 7696 | 348596 | 51223245 | 997429 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
184 | 503450664 | 106042188 | 12271257 | 974882 | 2924994 | 841786 | 425044 | 06064 | 33675 | 09914 | 2060127 | 69181 | 04623 | 0182 | 49274 | 00628 | 2948 | 03173 | 286774 | 37578 | 13098 | 1313258 | 52754 | 135841 | 02327 | 24987 | 341892 | 17899 | 998159 | 2252749 | 508832 | 863277 | 1302012 | 634953 | 702371 | 13233 | 171216 | 18626 | 1200029 | 12194872 | 174479 | 06495 | 3073632 | 0 | 171785 | 28132668 | 3927747 | 63619 | 634944 | 341893 | 44243 | 80006 | 77209 | 35068 | 51189375 | 998281 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
185 | 412640312 | 68845259 | 8147964 | 634411 | 2409311 | 641414 | 2740057 | 03459 | 18482 | 04837 | 1043001 | 44355 | 03036 | 01 | 31243 | 00417 | 178836 | 01486 | 15917 | 22469 | 06307 | 71325 | 30963 | 72514 | 01405 | 19276 | 218121 | 102629 | 684281 | 1479467 | 383548 | 588276 | 1089621 | 37107 | 55067 | 0805 | 85518 | 15417 | 843984 | 9385507 | 101387 | 03162 | 2517846 | 0 | 135598 | 21423406 | 3175189 | 511009 | 371065 | 218121 | 2451 | 62264 | 47169 | 269326 | 3656006 | 684366 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
186 | 433033164 | 73375015 | 867765 | 676099 | 2507971 | 671238 | 281798 | 03669 | 19663 | 05239 | 1125698 | 45582 | 03115 | 01067 | 31891 | 00429 | 18506 | 01619 | 169581 | 23769 | 06841 | 762396 | 3207 | 7744 | 01454 | 20091 | 229999 | 109689 | 725827 | 1559375 | 398227 | 615963 | 1119706 | 396025 | 570644 | 0862 | 93147 | 16195 | 882599 | 971358 | 108043 | 03457 | 2591316 | 0 | 140381 | 22197629 | 3269388 | 526941 | 396019 | 229999 | 26328 | 64165 | 50043 | 273629 | 38495705 | 725918 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
187 | 436329062 | 66922847 | 7985676 | 617234 | 2439078 | 644435 | 2547927 | 03206 | 16962 | 04337 | 923902 | 41163 | 02833 | 00921 | 2868 | 00392 | 164437 | 01311 | 146909 | 21092 | 05635 | 65571 | 28191 | 65259 | 0129 | 19397 | 210028 | 96685 | 679347 | 1438193 | 381735 | 573865 | 1120289 | 351393 | 560384 | 07834 | 77932 | 16007 | 832386 | 9428972 | 95666 | 02862 | 2558507 | 0 | 137795 | 21471216 | 3203411 | 513796 | 351388 | 210028 | 22924 | 61948 | 45072 | 260426 | 362687875 | 679432 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
188 | 501372383 | 95002676 | 11072416 | 874043 | 2768458 | 793734 | 3877832 | 054 | 29896 | 08711 | 1749341 | 63047 | 04237 | 01614 | 45048 | 00576 | 266934 | 02751 | 254808 | 33581 | 11483 | 116314 | 47645 | 117959 | 02106 | 23658 | 311449 | 160278 | 928444 | 2065771 | 479206 | 796619 | 1284231 | 57049 | 680104 | 12084 | 15013 | 18094 | 1118042 | 11645947 | 156587 | 05675 | 2982958 | 0 | 165942 | 26774353 | 3777099 | 60786 | 570481 | 31145 | 39399 | 75651 | 69859 | 328078 | 4754195 | 928561 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
189 | 523637695 | 104034453 | 12072527 | 956702 | 2916008 | 842744 | 4167044 | 05883 | 32656 | 09606 | 1985091 | 67655 | 04539 | 01764 | 48284 | 00617 | 287929 | 03064 | 27834 | 36452 | 12669 | 1272988 | 51503 | 131369 | 02272 | 25034 | 337313 | 175369 | 992318 | 2227886 | 508499 | 855748 | 1345992 | 62293 | 717929 | 13127 | 166414 | 18898 | 119647 | 12334379 | 171111 | 06304 | 3133279 | 0 | 175412 | 28390537 | 3974153 | 640067 | 622921 | 337314 | 43259 | 80114 | 75957 | 347433 | 51024665 | 992444 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
190 | 510116523 | 105199639 | 12180325 | 967191 | 2904136 | 839198 | 4224749 | 06001 | 33353 | 09845 | 2040769 | 68646 | 04596 | 01802 | 48999 | 00624 | 292772 | 03148 | 284094 | 3712 | 12995 | 1300601 | 52435 | 134568 | 02311 | 24926 | 340637 | 178174 | 995043 | 2244696 | 507615 | 860476 | 1315009 | 632154 | 706271 | 13217 | 170289 | 18612 | 1197995 | 12214474 | 173678 | 06459 | 3084567 | 0 | 172719 | 28165559 | 3930524 | 635055 | 632145 | 340638 | 44031 | 79843 | 76889 | 348596 | 5106909 | 995166 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
191 | 503891562 | 105700977 | 12230387 | 971735 | 2924994 | 840322 | 4249734 | 06046 | 33593 | 09908 | 2059337 | 69077 | 04623 | 01816 | 49265 | 00628 | 29454 | 0317 | 286142 | 3742 | 13082 | 1310098 | 52735 | 135682 | 02325 | 24989 | 342152 | 17907 | 997955 | 2253701 | 509089 | 863755 | 1304632 | 635239 | 702278 | 1323 | 171288 | 18576 | 1200693 | 12188588 | 174473 | 06498 | 3074044 | 0 | 171926 | 28131846 | 3927404 | 635797 | 63523 | 342154 | 44262 | 80042 | 77244 | 35068 | 51178825 | 998079 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
192 | 544858086 | 105312734 | 12261509 | 968791 | 3082353 | 871822 | 4221925 | 05895 | 3254 | 09418 | 1931802 | 68663 | 04611 | 01759 | 48831 | 00628 | 289827 | 02983 | 277625 | 36816 | 12417 | 1266768 | 51581 | 129416 | 02285 | 26099 | 341898 | 175032 | 1015488 | 2266757 | 528848 | 875917 | 1409757 | 623227 | 74485 | 13146 | 163151 | 19814 | 1228818 | 1279431 | 170967 | 06161 | 3283715 | 0 | 182207 | 29432878 | 4166435 | 671874 | 623218 | 341899 | 4297 | 83736 | 76476 | 362433 | 52152005 | 1015614 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
193 | 476778438 | 77749429 | 9209822 | 71653 | 2644341 | 714915 | 2986949 | 0384 | 20618 | 05523 | 1184799 | 4813 | 03304 | 01118 | 3385 | 00455 | 195686 | 01705 | 177915 | 24792 | 07193 | 799032 | 33978 | 81425 | 01538 | 21429 | 244699 | 116469 | 772873 | 1659478 | 424661 | 655869 | 1226457 | 42068 | 620931 | 09251 | 98658 | 17364 | 943539 | 1048174 | 11484 | 0366 | 2803787 | 0 | 152545 | 23913462 | 3514915 | 563255 | 420673 | 2447 | 27938 | 68472 | 53193 | 289938 | 4102799 | 77297 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
194 | 449196914 | 6732082 | 8041113 | 620969 | 2439078 | 64876 | 2547578 | 03197 | 16921 | 04334 | 923512 | 41112 | 02833 | 00919 | 28676 | 00392 | 164308 | 01309 | 146596 | 21014 | 05627 | 654148 | 28182 | 65177 | 01289 | 1954 | 211103 | 97073 | 683947 | 1446197 | 384249 | 577074 | 1148655 | 352918 | 572572 | 07935 | 78124 | 16201 | 839693 | 9574733 | 96115 | 02868 | 2602206 | 0 | 140654 | 21776494 | 3243127 | 51826 | 352913 | 211104 | 2301 | 62359 | 45286 | 260426 | 36511305 | 684033 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
195 | 492119414 | 94837139 | 11046455 | 872464 | 2768458 | 790245 | 3878569 | 05419 | 29981 | 08717 | 1750161 | 63155 | 04237 | 01619 | 45056 | 00576 | 267203 | 02753 | 255463 | 33744 | 115 | 1166415 | 47664 | 118123 | 02108 | 23562 | 310663 | 159977 | 925157 | 2060046 | 477474 | 794333 | 1266519 | 569321 | 672527 | 12013 | 149954 | 17957 | 111318 | 11553611 | 156247 | 05669 | 2955917 | 0 | 164188 | 26580769 | 3751902 | 605308 | 569313 | 310664 | 39332 | 75391 | 69701 | 328078 | 47305865 | 925272 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
196 | 484653867 | 10296874 | 11918015 | 946649 | 2916008 | 826995 | 4169432 | 05945 | 32932 | 09625 | 198776 | 68005 | 04539 | 01781 | 48312 | 00617 | 288806 | 03071 | 280473 | 36984 | 12725 | 1283649 | 51565 | 131915 | 02279 | 24608 | 334006 | 174135 | 978106 | 2203459 | 500962 | 84597 | 1263255 | 618126 | 682209 | 12818 | 165747 | 1832 | 1174615 | 11907894 | 169742 | 06282 | 3006566 | 0 | 167021 | 27497097 | 3858349 | 627449 | 618117 | 334007 | 42983 | 789 | 75296 | 347433 | 5005759 | 978228 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
197 | 468224805 | 104244414 | 12032341 | 958103 | 2904137 | 821897 | 422726 | 06066 | 33644 | 09866 | 2043577 | 69014 | 04596 | 01819 | 49028 | 00624 | 293694 | 03156 | 286336 | 37679 | 13053 | 1311811 | 52501 | 135152 | 02318 | 24466 | 337149 | 17687 | 979621 | 2218662 | 499595 | 850125 | 1234175 | 62706 | 670483 | 12907 | 169587 | 18011 | 1175305 | 11787462 | 172309 | 06436 | 2957863 | 0 | 16429 | 27267686 | 3813175 | 621633 | 627051 | 33715 | 43739 | 7855 | 76188 | 348596 | 5001863 | 979742 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
198 | 479718555 | 105501494 | 12184573 | 969713 | 2924994 | 830722 | 4251681 | 06096 | 33818 | 09924 | 2061509 | 69362 | 04623 | 01829 | 49288 | 00628 | 295254 | 03177 | 287877 | 37853 | 13127 | 1318775 | 52786 | 136138 | 0233 | 24722 | 339983 | 17827 | 989069 | 223816 | 504376 | 857595 | 1256544 | 632121 | 682547 | 13052 | 170824 | 18256 | 1187483 | 11956486 | 173687 | 06482 | 3003143 | 0 | 167123 | 27632395 | 3862603 | 628598 | 632112 | 339984 | 44081 | 79275 | 7682 | 35068 | 50560935 | 989193 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
199 | 507036484 | 104535312 | 12142426 | 961406 | 3082353 | 858174 | 4223745 | 05942 | 3275 | 09433 | 1933838 | 6893 | 04611 | 01771 | 48852 | 00628 | 290496 | 02989 | 279251 | 37221 | 12459 | 1274894 | 51628 | 129845 | 0229 | 25677 | 338464 | 173757 | 100186 | 2242014 | 521251 | 865957 | 1332349 | 6183 | 711733 | 12865 | 162439 | 19304 | 1207363 | 12399872 | 169653 | 06138 | 3164822 | 0 | 174296 | 28594998 | 4056819 | 659559 | 618291 | 338465 | 42685 | 82476 | 75798 | 362433 | 51316645 | 1001985 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
200 | 4291425 | 76164351 | 8988975 | 701649 | 2644341 | 69841 | 2988514 | 03881 | 208 | 05536 | 1186551 | 48359 | 03304 | 01128 | 33869 | 00455 | 196261 | 0171 | 179314 | 25141 | 07229 | 806025 | 34018 | 81792 | 01542 | 20903 | 240651 | 114987 | 755704 | 1629651 | 415406 | 643947 | 1134162 | 414897 | 581117 | 08912 | 97879 | 16707 | 917784 | 10004016 | 113266 | 03634 | 2660045 | 0 | 143129 | 22901084 | 3381587 | 547889 | 414891 | 240652 | 27609 | 6696 | 5239 | 289938 | 40087695 | 755798 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
201 | 414913398 | 65957471 | 7858538 | 608232 | 2439078 | 636319 | 2548572 | 03223 | 17036 | 04342 | 924622 | 41258 | 02833 | 00925 | 28687 | 00392 | 164673 | 01313 | 147484 | 21235 | 0565 | 658584 | 28208 | 65411 | 01292 | 19164 | 208241 | 96034 | 671511 | 1425056 | 37767 | 568637 | 108115 | 348847 | 544025 | 07686 | 77587 | 15712 | 821387 | 923062 | 94962 | 02851 | 2498573 | 0 | 133927 | 21047625 | 3147417 | 507205 | 348842 | 208242 | 22779 | 61267 | 4472 | 260426 | 358340475 | 671595 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
202 | 484641602 | 94245527 | 10974386 | 866995 | 2768458 | 786479 | 3878844 | 05426 | 30012 | 08719 | 1750471 | 63195 | 04237 | 01621 | 45059 | 00576 | 267304 | 02754 | 255709 | 33806 | 11506 | 1167649 | 47671 | 118194 | 02108 | 23475 | 310002 | 159724 | 922319 | 2055047 | 47591 | 792294 | 1251418 | 568361 | 665434 | 11951 | 149825 | 17832 | 110881 | 11466925 | 155951 | 05664 | 2930829 | 0 | 162593 | 26401084 | 3728215 | 602018 | 568353 | 310003 | 39276 | 75082 | 69565 | 328078 | 4714359 | 922434 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
203 | 524579883 | 103643984 | 12030052 | 953135 | 2916008 | 841569 | 4167108 | 05885 | 32664 | 09606 | 1985165 | 67664 | 04539 | 01765 | 48285 | 00617 | 287954 | 03064 | 278399 | 36466 | 12671 | 127328 | 51504 | 131387 | 02272 | 2504 | 337379 | 175373 | 992427 | 222814 | 50859 | 855841 | 1346991 | 622978 | 717404 | 13121 | 166412 | 18877 | 119658 | 1232666 | 171078 | 06304 | 3132526 | 0 | 175415 | 2838125 | 3973052 | 63948 | 622969 | 33738 | 4326 | 80072 | 75962 | 347433 | 51032785 | 992551 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
204 | 511148203 | 104983652 | 12156962 | 96522 | 2904136 | 83969 | 4224742 | 06 | 33352 | 09845 | 2040759 | 68645 | 04596 | 01802 | 48999 | 00624 | 29277 | 03148 | 284088 | 37119 | 12995 | 1300573 | 52435 | 134568 | 02311 | 24937 | 340702 | 1782 | 995457 | 2245244 | 507761 | 860647 | 1322636 | 632255 | 708996 | 1324 | 170309 | 18644 | 1198981 | 12245485 | 17375 | 0646 | 3094034 | 0 | 17339 | 28227639 | 3937558 | 635277 | 632246 | 340703 | 44037 | 79851 | 76903 | 348596 | 51117265 | 995579 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
205 | 494995859 | 105593164 | 12213384 | 970708 | 2924994 | 836909 | 4250807 | 06073 | 33717 | 09917 | 2060536 | 69234 | 04623 | 01823 | 49278 | 00628 | 294934 | 03174 | 287099 | 37659 | 13107 | 1314885 | 52763 | 135933 | 02328 | 24896 | 341294 | 178758 | 994849 | 2247889 | 507336 | 861401 | 1290197 | 63403 | 696845 | 13174 | 171097 | 18484 | 1196221 | 12124623 | 174204 | 06491 | 3053715 | 0 | 170566 | 27986409 | 3908074 | 633372 | 634021 | 341295 | 44191 | 7976 | 77082 | 35068 | 5095164 | 994974 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
206 | 533839492 | 105399277 | 12268152 | 969559 | 3082353 | 868282 | 4223143 | 05927 | 32681 | 09428 | 1933169 | 68842 | 04611 | 01767 | 48845 | 00628 | 290276 | 02987 | 278716 | 37088 | 12445 | 1272224 | 51613 | 129701 | 02289 | 25984 | 340876 | 174655 | 1011827 | 2259645 | 526642 | 872963 | 1389777 | 621783 | 73623 | 13072 | 16294 | 19688 | 1222822 | 1269275 | 170617 | 06154 | 325282 | 0 | 180165 | 29213418 | 4137359 | 668422 | 621774 | 340877 | 42887 | 8338 | 76277 | 362433 | 51923385 | 1011953 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
207 | 476864883 | 78021787 | 9246307 | 719074 | 264434 | 714709 | 29872 | 03847 | 20648 | 05525 | 1185081 | 48167 | 03304 | 01119 | 33853 | 00455 | 195779 | 01706 | 178141 | 24848 | 07199 | 800158 | 33984 | 81486 | 01538 | 21434 | 244698 | 116473 | 772916 | 1659636 | 424712 | 655914 | 1228626 | 420697 | 622412 | 09258 | 98655 | 17381 | 943971 | 10499733 | 114868 | 0366 | 2808427 | 0 | 152862 | 23945813 | 3518981 | 563534 | 420692 | 244699 | 27939 | 68471 | 53196 | 289938 | 410243825 | 773013 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
208 | 445999766 | 67436274 | 8055095 | 622036 | 2439078 | 647313 | 2547833 | 03203 | 16951 | 04336 | 923798 | 41149 | 02833 | 0092 | 28679 | 00392 | 164402 | 0131 | 146825 | 21071 | 05632 | 655291 | 28189 | 65236 | 0129 | 19511 | 210848 | 96985 | 682725 | 144446 | 383743 | 576418 | 1147303 | 352557 | 572922 | 07924 | 78064 | 16174 | 8389 | 957679 | 96043 | 02866 | 2601999 | 0 | 140683 | 21772288 | 324213 | 517981 | 352552 | 210848 | 22989 | 62288 | 45239 | 260426 | 36424665 | 68281 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
209 | 472785469 | 94697012 | 11016262 | 871061 | 2768458 | 782554 | 3880029 | 05457 | 3015 | 08729 | 1751794 | 63369 | 04237 | 01629 | 45073 | 00576 | 267739 | 02758 | 256767 | 3407 | 11533 | 1172938 | 47702 | 118459 | 02112 | 23355 | 309061 | 15941 | 918105 | 2048412 | 473864 | 789717 | 1228873 | 567064 | 657733 | 11875 | 149655 | 17703 | 1103238 | 11378469 | 155665 | 05659 | 29018 | 0 | 160579 | 26201936 | 370263 | 599743 | 567056 | 309062 | 39205 | 74827 | 69392 | 328078 | 46811125 | 918219 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
210 | 481044219 | 103465703 | 11973818 | 951203 | 2916008 | 82403 | 4170384 | 0597 | 33042 | 09633 | 198882 | 68144 | 04539 | 01787 | 48323 | 00617 | 289155 | 03074 | 281319 | 37195 | 12746 | 1287882 | 51589 | 132149 | 02281 | 24572 | 33382 | 17407 | 976532 | 2201805 | 500478 | 845425 | 1259823 | 61784 | 680867 | 12798 | 165711 | 18271 | 1173432 | 11894218 | 169705 | 06281 | 3002022 | 0 | 166683 | 27464414 | 3854222 | 626511 | 617832 | 333821 | 42967 | 78818 | 75257 | 347433 | 49911685 | 976655 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
211 | 479501172 | 104780957 | 12105438 | 963125 | 2904136 | 825715 | 4227133 | 06062 | 33629 | 09865 | 2043438 | 68995 | 04596 | 01818 | 49026 | 00624 | 293649 | 03156 | 286225 | 37652 | 1305 | 1311259 | 52498 | 135136 | 02317 | 2459 | 338057 | 177207 | 983584 | 2225571 | 501779 | 852924 | 1257601 | 628373 | 681487 | 12991 | 169748 | 18172 | 1181753 | 11918835 | 172677 | 06441 | 2996377 | 0 | 166857 | 2753863 | 3848744 | 625447 | 628365 | 338058 | 43813 | 78881 | 76372 | 348596 | 5026754 | 983707 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
212 | 489967422 | 105643008 | 12211602 | 971102 | 2924994 | 834542 | 4251039 | 0608 | 33744 | 09919 | 2060797 | 69268 | 04623 | 01824 | 4928 | 00628 | 29502 | 03175 | 287309 | 37711 | 13112 | 1315934 | 52769 | 135992 | 02328 | 24834 | 340863 | 178589 | 992845 | 2244516 | 506305 | 860082 | 1276818 | 633396 | 69037 | 13126 | 171006 | 18396 | 1192815 | 12048998 | 174011 | 06488 | 3031837 | 0 | 169049 | 27833271 | 3888593 | 631364 | 633387 | 340864 | 44153 | 79569 | 76991 | 35068 | 50818255 | 992968 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
15010134101 | 2907447588 | 338906633 | 26749425 | 86653198 | 24300952 | 116121122 | 161073 | 886044 | 254096 | 52666292 | 1887825 | 126966 | 47921 | 1339128 | 17312 | 7931596 | 80409 | 7568148 | 1010458 | 334775 | 34482032 | 140709 | 3529457 | 62521 | 725221 | 9364562 | 4766655 | 28009183 | 62249139 | 14646134 | 24095161 | 38918082 | 16994929 | 205379 | 358933 | 4410037 | 555377 | 3383826 | 353637793 | 4660906 | 166325 | 91011697 | 0 | 5030087 | 813094019 | 115656819 | 18679581 | 16994688 | 936459 | 1168126 | 2322596 | 2090508 | 10087629 | 14479505425 | 28012676 |
Difference in July PM25
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 13
Difference in July VOC
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 14
Comparison between Interpolation vs ASD
bull July Monthly Total Emissions Comparison
Percent Difference [] (ASD ndash ORG)ORG 100
bull PM10 and PM25 Model Species Reduction -2 ~ -10
bull Gas Model Species All Increases ranging from 0 to 7
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 15
RPD_ORG_domain_daily_total7
RPD_Full_ASD_domain_daily_total
RPD_Gasoline_ASD
Full_AvgSpeedFrac_Org_compariso
1
2
3
4
5
6
7
A
B
CO
Original
150101341
ASD (Gasoline)
1571406723
ASD (All Fuels)
1575032492
5
Gasoline ASD
5
Findings on Using ASD
bull Why are NOx emissions increased with ASD application
bull More lower speed bins are included when computing emissions with the ASD approach
bull Why are PM25 emissions decreased with ASD in cities while increased in highwaysbull The single NEI average speed assigned for urban roads was relatively lower than used in ASDbull The single NEI average speed assigned for rural roads was relatively higher than ASD
bull Why do VOC emissions show different patterns between Dallas and Phoenixbull Most of metro cities show relatively lower estimated VOC while Dallas TX and Phoenix AZ show
increasesbull Higher average speed for urban unrestricted roads from Dallas and Phoenixbull Higher contribution of urban unrestricted roads from Dallas and Phoenix bull Contributions of road and vehicle types by region andor average speed played a key role
ASD approach is a better representation of actual driving patterns by road type
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 16
NOx Humidity Correction
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 17
Humidity impacts NOx emissionsbull Spark-Ignition engines
bull Compression Ignition Diesel
The NOx Humidity Correction Equation differs by fuel Type
1 Gasoline Ethanol and CNG2 Diesel
Compute the Correction Using1 MOVES Model (Month-humiditycounty)
2 SMOKE-MOVES Integration ToolThe humidity correction equation has been coded into the latest version of SMOKE-MOVES thus allowing the adjustment to be applied according to hourly changes in humidity instead of seasonal averages
Percent Change on RPD NO2
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 18
January 1 2014 July 1 2014
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 18
Percent Change in Monthly Total NOx(January and July)
19International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019)
January July
New Jersey NOx Correction Sensitivity Runs
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 20
To assess the true impacts of NOx humidity correction perform the sensitivity runs based on the following MOVES EFs
1 MOVES Native MOVES EFs without NOx Correction
2 MOVES-NOx MOVES EFs with NOx Correction applied by MOVES
3 SMOKE-MOVES MOVES EFs with NOx Correction applied by SMOKE-MOVES
New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 21
NJ Monthly Total NOx Changes between the Methods
RPD MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 3590 4701 31 4252 18July 4517 4961 10 4354 -4
RPV MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 1127 1115 -1 1390 23July 870 866 0 832 -4
RPH MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 100 114 14 115 15July 128 128 -1 124 -3
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 22
Findings from the NJ NOx Humidity Adjustment
bull Significant Impacts to NOx emissions for RPD RPV and RPH processesbull US western regions with lower humidity will see an increase of NOxbull US eastern regions with higher humidity will see a decrease in NOxbull The Winter drier season (January) shows the significant increases of
NOx from all processesbull Summer season (July) shows up to 4 decrease of NOx from all
processesbull RPD NOx MOVES-NOx case shows higher impacts compared to
SMOKE-MOVES casebull These findings are limited to New Jersey stateInternational Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 23
Spatial Allocation using Spatial Surrogates
bull Spatial allocation is the process of mapping county-level emissions inventory data to modeling grid cells
bull We do this using spatial surrogates - each has a unique code (ID)bull There are more than 60 surrogates currently used ndash eg Population (100) Total agriculture
(310) Railroad Density (261) Offshore shipping (806) Urban unrestricted daily VMT (222) Gas well count (698)
bull Surrogates have been created using the Surrogate Tool (from wwwcmascenterorg)
bull Value = sum of attribute in grid cellsum of attribute in county
bull Values sum to 1 for each county province
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 24
New Postgres Spatial Surrogate Tool
bull Written in the PostgreSQL and PostGIS database languagebull Released on June 30 2019 bull Download from CMAS Center Spatial Allocator Github Repository
httpsgithubcomCMASCenterSpatial-Allocator
bull PostgreSQL uses a 3-tier hierarchy for data storage database schema and table A single query can access multiple tables and multiple schemas but only one database
bull Requires ReadCreateUpdateInsert access for databasesbull Supports multicore-Processing for Multiple Jobs running in parallel
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 25
Steps performed in the PG Surrogate Tool
Create a modeling domain table and insert it into the PostgreSQL Database
Load the geographic boundaries data shapefile and then reproject them to match the output modeling domain
Overlay with geographic boundaries and then calculate the attribute value in the county (ie surrogate denominator)
Overlay grid modeling domain and compute the gridded surrogate weight (ie the numerator)
Generate Surrogates using the Surrogate Tool input files
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 26
SMOKE v47 Public Release
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 27
bull Plan to release in 2019
bull Average Speed Distribution
bull NOx Humidity Correction
bull A few bug fixes and minor updates
bull Future Updatesbull New Rate-Per-Start (RPS) Process
bull New Off-network Idling (ONI) Process
Acknowledgement
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 28
bull US EPA Office of Air Quality Planning and Standard (OAQPS)bull US EPA Office of Transportation Air Quality (OTAQ)bull US EPA Office of Research Development (ORD)
Road Types Distribution by Region
Average Speed by Road type
Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
- SMOKE version 47Recent Enhancements
- Outline
- Slide Number 3
- Background on Speeds in MOVES and SMOKE-MOVES
- Examples of Average Speed Distributions
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Unrestricted)
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Restricted)
- Impact of Speed by Pollutant and Vehicle TypeFuel Gasoline
- Impact of Speed by Pollutant and Vehicle TypeFuel Diesel
- Improved Representation of Speeds in SMOKE-MOVES
- Difference in July NOx
- Difference in July PM25
- Difference in July VOC
- Comparison between Interpolation vs ASD
- Findings on Using ASD
- NOx Humidity Correction
- Percent Change on RPD NO2
- Percent Change in Monthly Total NOx(January and July)
- New Jersey NOx Correction Sensitivity Runs
- New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
- NJ Monthly Total NOx Changes between the Methods
- Findings from the NJ NOx Humidity Adjustment
- Spatial Allocation using Spatial Surrogates
- New Postgres Spatial Surrogate Tool
- Steps performed in the PG Surrogate Tool
- SMOKE v47 Public Release
- Acknowledgement
- Road Types Distribution by Region
- Slide Number 29
- Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
-
CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Original | 15010134101 | 2907447588 | 338906633 | 26749425 | 86653198 | 24300952 | 116121122 | 161073 | 886044 | 254096 | 52666292 | 1887825 | 126966 | 47921 | 1339128 | 17312 | 7931596 | 80409 | 7568148 | 1010458 | 334775 | 34482032 | 140709 | 3529457 | 62521 | 725221 | 9364562 | 4766655 | 28009183 | 62249139 | 14646134 | 24095161 | 38918082 | 16994929 | 205379 | 358933 | 4410037 | 555377 | 3383826 | 353637793 | 4660906 | 166325 | 91011697 | 0 | 5030087 | 813094019 | 115656819 | 18679581 | 16994688 | 936459 | 1168126 | 2322596 | 2090508 | 10087629 | 14479505425 | 28012676 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Gasoline) | 15714067229 | 2942955836 | 34523952 | 27094175 | 91549482 | 24531355 | 101520281 | 157712 | 861844 | 246051 | 51741275 | 1680449 | 109977 | 47109 | 1142159 | 15352 | 7089862 | 78889 | 7372724 | 1005657 | 327875 | 33865345 | 124571 | 3421284 | 55828 | 741228 | 9317945 | 4721529 | 28775363 | 62283709 | 14706694 | 23988876 | 39068661 | 1687309 | 206461 | 362124 | 4353162 | 586302 | 33867757 | 354224062 | 4615621 | 164092 | 91435955 | 0 | 5059242 | 814519902 | 116029701 | 18778919 | 16872852 | 9317974 | 1157574 | 2320375 | 2078251 | 990182 | 14559761825 | 28778949 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (All Fuels) | 1575032492 | 3008455449 | 351116241 | 27682287 | 92299436 | 24715968 | 99267828 | 155072 | 845207 | 239811 | 512493 | 1645236 | 107479 | 46259 | 1111954 | 1509 | 6922635 | 76963 | 7235403 | 992784 | 319808 | 33228736 | 1212689 | 3359175 | 54493 | 743159 | 9349364 | 4737588 | 28828492 | 62511012 | 14763057 | 2407931 | 39179182 | 16921876 | 20706272 | 363329 | 4367819 | 588024 | 33990128 | 355575715 | 4631961 | 164646 | 91728656 | 0 | 5080389 | 817447675 | 116450563 | 18849431 | 16921638 | 9349393 | 1161079 | 232903 | 2084828 | 9959974 | 14719855875 | 28832085 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
5 | 3 | 4 | 3 | 7 | 2 | -15 | -4 | -5 | -6 | -3 | -13 | -15 | -3 | -17 | -13 | -13 | -4 | -4 | -2 | -4 | -4 | -14 | -5 | -13 | 2 | -0 | -1 | 3 | 0 | 1 | -0 | 1 | -0 | 1 | 1 | -1 | 6 | 0 | 1 | -1 | -1 | 1 | 1 | 1 | 1 | 1 | -0 | -0 | -1 | 0 | -0 | -1 | 2 | 3 | 7 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Gasoline ASD | 5 | 2 | 3 | 2 | 6 | 2 | -12 | -1 | -2 | -2 | -0 | -10 | -13 | -1 | -14 | -11 | -10 | -0 | -1 | 1 | -1 | -1 | -11 | -2 | -10 | 3 | 0 | 0 | 3 | 1 | 1 | 0 | 1 | 0 | 1 | 2 | 0 | 6 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | -1 | 1 | 3 | 6 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
0 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Diff (Full-Gasoline) | 0 | 1 | 1 | 1 | 0 | 0 | -3 | -3 | -3 | -4 | -3 | -3 | -3 | -3 | -3 | -2 | -3 | -4 | -3 | -2 | -4 | -3 | -3 | -3 | -3 | -0 | -1 | -1 | -1 | -0 | -0 | -0 | 0 | -1 | -0 | -1 | -1 | -0 | -0 | -0 | -1 | -1 | -0 | 0 | -0 | -0 | -0 | -1 | -1 | -1 | -0 | -1 | -0 | 0 | -1 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
CO | NOx | NH3 | SO2 | TOG | PM25 | PM10 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
(tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Original | 150101341 | 32731036 | 866532 | 243010 | 16933473 | 1137931 | 2299143 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Gasoline) | 157140672 | 33152895 | 915495 | 245314 | 16968671 | 1104651 | 2119854 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (All Fuels) | 157503249 | 33872540 | 922994 | 247160 | 17029036 | 1088181 | 2080859 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
CO | NOx | NH3 | SO2 | TOG | PM25 | PM10 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Gasoline) | 469 | 129 | 565 | 095 | 021 | -292 | -780 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Others) | 024 | 220 | 087 | 076 | 036 | -145 | -170 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (All Fuels) | 493 | 349 | 652 | 171 | 056 | -437 | -949 |
Day | CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
UNIT | (tonday) | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
182 | 550228438 | 106327295 | 12410016 | 978376 | 3097526 | 85524 | 3692358 | 05828 | 32164 | 09439 | 1982122 | 60979 | 03982 | 01755 | 41794 | 00553 | 261122 | 0305 | 274533 | 36658 | 1258 | 1265575 | 4634 | 129277 | 02059 | 25658 | 338348 | 175479 | 1023254 | 2244247 | 512582 | 857433 | 1360711 | 624383 | 725661 | 13351 | 16641 | 19963 | 120452 | 12423053 | 171219 | 06304 | 3162733 | 0 | 177475 | 28598484 | 4002465 | 645216 | 624374 | 338349 | 43329 | 8035 | 7617 | 34333 | 5168692 | 1023382 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
183 | 537367266 | 107724248 | 12543879 | 99099 | 3086094 | 853578 | 3744655 | 05947 | 32867 | 09677 | 2037892 | 61899 | 04033 | 01794 | 42427 | 0056 | 265664 | 03135 | 280343 | 3735 | 12907 | 1293568 | 4721 | 132473 | 02095 | 25534 | 34151 | 178267 | 1025632 | 2260251 | 511359 | 861772 | 1335793 | 633489 | 71717 | 13467 | 170305 | 19717 | 1206267 | 12340176 | 173879 | 0646 | 3123234 | 0 | 175384 | 28436658 | 3965202 | 640552 | 63348 | 341511 | 44099 | 80049 | 77084 | 344469 | 51792735 | 1025761 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
184 | 524232656 | 108102021 | 12573835 | 994349 | 3108055 | 85305 | 3767189 | 05994 | 33115 | 0974 | 2056552 | 62309 | 04057 | 01808 | 4266 | 00563 | 267326 | 03158 | 282457 | 37673 | 12996 | 1303459 | 47485 | 133593 | 02108 | 2553 | 342449 | 178968 | 1026431 | 2265315 | 511591 | 863441 | 1307699 | 635817 | 706542 | 13426 | 171203 | 19604 | 1205115 | 12236018 | 174441 | 06495 | 3088286 | 0 | 172944 | 28236355 | 3940969 | 639273 | 635808 | 34245 | 44287 | 80072 | 77332 | 346535 | 51760745 | 1026559 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
185 | 437339414 | 70771494 | 8430392 | 65261 | 2554665 | 652835 | 2392714 | 03426 | 18156 | 04714 | 1041036 | 39547 | 02628 | 00995 | 26535 | 0037 | 159446 | 01477 | 156552 | 2268 | 06248 | 708848 | 27222 | 71044 | 01251 | 19986 | 220149 | 103124 | 716232 | 1503063 | 390475 | 594014 | 1100178 | 373981 | 558361 | 08258 | 8558 | 1646 | 856388 | 9494965 | 101737 | 03162 | 25514 | 0 | 13759 | 21687227 | 3218595 | 520092 | 373975 | 220149 | 24651 | 62911 | 47591 | 266073 | 371353675 | 716321 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
186 | 460356602 | 75525146 | 89922 | 696409 | 2660844 | 68376 | 2451797 | 0365 | 19389 | 05116 | 1124364 | 40572 | 02684 | 01066 | 26904 | 0038 | 164732 | 01612 | 167406 | 24129 | 06793 | 760597 | 28117 | 76034 | 01292 | 20873 | 232237 | 110239 | 760722 | 158538 | 405862 | 6223 | 113102 | 399241 | 579222 | 0885 | 93215 | 1735 | 896304 | 9833908 | 108414 | 03457 | 2628309 | 0 | 142595 | 22488223 | 3317278 | 536958 | 399235 | 232238 | 26484 | 6489 | 50509 | 269704 | 391283325 | 760819 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
187 | 466285391 | 69133882 | 8308881 | 638114 | 2586251 | 657368 | 220898 | 03192 | 16728 | 04223 | 9228 | 36568 | 02434 | 00921 | 24083 | 00347 | 145739 | 01304 | 145002 | 21461 | 05594 | 65467 | 24551 | 63994 | 01141 | 20251 | 212738 | 97384 | 716428 | 1467955 | 390705 | 581838 | 1133723 | 355243 | 570318 | 08076 | 78022 | 17219 | 848486 | 957288 | 96154 | 02862 | 2602307 | 0 | 140342 | 21817073 | 3261166 | 525695 | 355238 | 212738 | 2311 | 62861 | 45632 | 256768 | 36921515 | 716518 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
188 | 523764766 | 97053799 | 11373191 | 893421 | 2940655 | 804798 | 3429014 | 05337 | 29384 | 08549 | 1746069 | 56685 | 03711 | 01602 | 38916 | 00516 | 241472 | 02737 | 250839 | 33684 | 11389 | 1154287 | 4276 | 115886 | 01903 | 24235 | 312337 | 160363 | 957381 | 2080614 | 482827 | 797937 | 129134 | 571776 | 685173 | 1228 | 150133 | 19081 | 1124692 | 11702819 | 156628 | 05675 | 3002134 | 0 | 167319 | 2691479 | 3796972 | 612161 | 571769 | 312338 | 39463 | 75852 | 70045 | 324192 | 48103885 | 9575 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
189 | 54623043 | 106160977 | 12384537 | 976795 | 3097526 | 854208 | 3691883 | 05815 | 32109 | 09435 | 198159 | 60909 | 03982 | 01752 | 41788 | 00553 | 260946 | 03049 | 274107 | 36551 | 12569 | 1263441 | 46327 | 129164 | 02058 | 25616 | 338089 | 175413 | 102192 | 2242275 | 51188 | 856629 | 1352776 | 624083 | 722837 | 13327 | 16641 | 19913 | 1202703 | 12386981 | 171119 | 06304 | 3151343 | 0 | 176756 | 28521094 | 3992025 | 644018 | 624074 | 33809 | 43316 | 80265 | 76124 | 34333 | 5160629 | 1022047 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
190 | 53116543 | 107262646 | 12483198 | 986686 | 3086095 | 850342 | 3744031 | 05931 | 32794 | 09672 | 2037195 | 61808 | 04033 | 01789 | 4242 | 0056 | 265435 | 03133 | 279785 | 37211 | 12893 | 1290781 | 47193 | 132327 | 02094 | 25466 | 341191 | 17815 | 1023214 | 2257188 | 510354 | 860625 | 1320786 | 63301 | 710484 | 13409 | 170276 | 19584 | 1203064 | 12255844 | 173637 | 06459 | 3099321 | 0 | 17389 | 28269585 | 3943754 | 638108 | 633001 | 341192 | 44074 | 79908 | 77012 | 344469 | 5163537 | 102334 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
191 | 524891445 | 107753467 | 12531854 | 991131 | 3108055 | 851594 | 3766466 | 05976 | 33031 | 09734 | 2055744 | 62203 | 04057 | 01803 | 42652 | 00563 | 26706 | 03155 | 28181 | 37512 | 12979 | 1300229 | 47466 | 133431 | 02106 | 25532 | 342724 | 179051 | 1026228 | 2266327 | 511873 | 863958 | 131055 | 636117 | 706522 | 13422 | 171276 | 19552 | 120584 | 12230721 | 174438 | 06498 | 3089009 | 0 | 173104 | 282377 | 3940945 | 638909 | 636108 | 342725 | 44306 | 80112 | 7737 | 346535 | 51751545 | 1026356 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
192 | 570737461 | 107609492 | 12598414 | 99049 | 3272643 | 884648 | 373492 | 05831 | 32006 | 09243 | 1928432 | 61791 | 0404 | 01748 | 42185 | 00563 | 262281 | 02969 | 273462 | 36967 | 12319 | 1257919 | 4629 | 127207 | 02067 | 26783 | 343146 | 175214 | 1048995 | 2285464 | 533653 | 878332 | 1418767 | 625027 | 751191 | 13372 | 163166 | 2095 | 1237579 | 12870654 | 171085 | 06161 | 330876 | 0 | 183909 | 29619866 | 4194125 | 677781 | 625019 | 343147 | 43058 | 84065 | 76737 | 358219 | 52801195 | 1049125 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
193 | 506663906 | 80068726 | 9548708 | 738433 | 2806584 | 728293 | 2598916 | 03819 | 20323 | 05392 | 1183345 | 42814 | 02848 | 01116 | 28563 | 00403 | 174125 | 01697 | 175577 | 25164 | 07141 | 79695 | 29787 | 79926 | 01366 | 22255 | 247046 | 117042 | 809808 | 1686847 | 432682 | 662495 | 12392 | 424055 | 630282 | 09495 | 98729 | 18585 | 958029 | 10611713 | 115231 | 0366 | 2843806 | 0 | 154956 | 24225735 | 356597 | 573795 | 424049 | 247047 | 28102 | 69231 | 53682 | 285878 | 4170426 | 809909 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
194 | 480171445 | 69576348 | 8370623 | 642269 | 2586251 | 661832 | 220862 | 03183 | 16686 | 0422 | 922399 | 36515 | 02434 | 00919 | 24079 | 00347 | 145607 | 01303 | 144681 | 21381 | 05585 | 653064 | 24542 | 63909 | 0114 | 20405 | 213856 | 97785 | 721438 | 1476366 | 393351 | 585182 | 1162833 | 356827 | 582865 | 08181 | 78215 | 17426 | 856089 | 9723127 | 96615 | 02868 | 2647387 | 0 | 143289 | 22132053 | 3302294 | 530364 | 356822 | 213857 | 23198 | 63291 | 45854 | 256768 | 37170735 | 721527 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
195 | 514098984 | 96871152 | 11344727 | 891681 | 2940655 | 801348 | 3429763 | 05357 | 29471 | 08556 | 1746906 | 56795 | 03711 | 01608 | 38924 | 00516 | 241747 | 02739 | 251509 | 33851 | 11406 | 1157638 | 42779 | 116054 | 01905 | 24134 | 311534 | 160058 | 9539 | 2074731 | 481044 | 795604 | 1273647 | 570586 | 677541 | 12208 | 149956 | 1894 | 1119731 | 1160986 | 15629 | 05669 | 2974876 | 0 | 165547 | 26719587 | 3771461 | 609554 | 570578 | 311535 | 39394 | 75588 | 69885 | 324192 | 47869235 | 954016 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
196 | 505305156 | 104993555 | 12215374 | 965783 | 3097526 | 838421 | 369431 | 05878 | 3239 | 09455 | 1984311 | 61266 | 03982 | 01769 | 41816 | 00553 | 26184 | 03057 | 276279 | 37093 | 12625 | 1274303 | 46391 | 12972 | 02064 | 25168 | 334701 | 174157 | 1006782 | 2217034 | 504093 | 846615 | 1269295 | 619169 | 68661 | 13013 | 16574 | 19309 | 1180321 | 11954337 | 169739 | 06282 | 3022668 | 0 | 168233 | 27613621 | 3874032 | 631053 | 61916 | 334702 | 43036 | 79021 | 75446 | 34333 | 50636745 | 1006907 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
197 | 487192578 | 106198789 | 1231932 | 976569 | 3086095 | 83293 | 3746575 | 05997 | 33089 | 09693 | 2040039 | 62181 | 04033 | 01807 | 42449 | 0056 | 266369 | 03141 | 282057 | 37778 | 12951 | 1302141 | 47259 | 132919 | 02101 | 24983 | 337616 | 176823 | 1006779 | 2230274 | 502062 | 850018 | 1239024 | 627797 | 674126 | 13093 | 169571 | 18953 | 1179805 | 11821744 | 172253 | 06436 | 2970399 | 0 | 165316 | 2735584 | 3823971 | 6243 | 627789 | 337617 | 43776 | 78581 | 76293 | 344469 | 5057890 | 1006904 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
198 | 49923582 | 10749124 | 12476774 | 988517 | 3108055 | 841884 | 3768441 | 06027 | 3326 | 09751 | 2057948 | 62493 | 04057 | 01816 | 42675 | 00563 | 267785 | 03161 | 283573 | 37952 | 13025 | 1309041 | 47517 | 133893 | 02112 | 25249 | 340489 | 178235 | 1016675 | 2250172 | 506967 | 857609 | 1261692 | 632913 | 686379 | 1324 | 170809 | 19214 | 119222 | 11993381 | 17364 | 06482 | 3016465 | 0 | 168195 | 27726475 | 3874357 | 631441 | 632904 | 34049 | 44121 | 7932 | 76933 | 346535 | 5112771 | 1016801 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
199 | 530396289 | 106727471 | 12464324 | 982121 | 3272643 | 870772 | 3736779 | 0588 | 32221 | 09259 | 1930509 | 62063 | 0404 | 0176 | 42206 | 00563 | 262964 | 02974 | 27512 | 37381 | 12362 | 1266209 | 46338 | 127645 | 02072 | 26335 | 339601 | 173908 | 1034275 | 2259677 | 525723 | 868034 | 1339966 | 619951 | 717345 | 13083 | 16245 | 20408 | 1215419 | 12466929 | 169747 | 06138 | 3186974 | 0 | 175815 | 28761121 | 4081381 | 66499 | 619942 | 339602 | 42766 | 8276 | 76037 | 358219 | 51954275 | 1034404 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
200 | 455425312 | 78334146 | 9306249 | 722142 | 2806584 | 711532 | 2600539 | 03861 | 2051 | 05405 | 1185156 | 43051 | 02848 | 01127 | 28582 | 00403 | 174719 | 01702 | 177024 | 25525 | 07179 | 804181 | 29829 | 80305 | 01371 | 21691 | 242846 | 115519 | 791115 | 1655562 | 422963 | 650108 | 1145003 | 418067 | 589438 | 09145 | 97945 | 17882 | 931288 | 10120993 | 113626 | 03634 | 2696019 | 0 | 145283 | 23184473 | 3428287 | 557758 | 41806 | 242847 | 27762 | 67661 | 52849 | 285878 | 407508375 | 791213 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
201 | 443417891 | 68103125 | 8172311 | 628496 | 2586251 | 649292 | 2209629 | 03209 | 16803 | 04228 | 923525 | 36663 | 02434 | 00926 | 24091 | 00347 | 145977 | 01306 | 145581 | 21605 | 05609 | 657565 | 24568 | 64147 | 01143 | 20002 | 210893 | 96718 | 707931 | 1454214 | 386455 | 576435 | 1094107 | 352618 | 553628 | 07924 | 77675 | 16906 | 837111 | 9370323 | 95442 | 02851 | 2541038 | 0 | 136387 | 21383855 | 3203644 | 518849 | 352613 | 210894 | 2296 | 6216 | 45267 | 256768 | 3648849 | 708018 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
202 | 506275586 | 96245244 | 11268118 | 885893 | 2940655 | 797535 | 3430027 | 05363 | 29501 | 08558 | 1747201 | 56833 | 03711 | 01609 | 38927 | 00516 | 241844 | 0274 | 251742 | 33909 | 11412 | 1158805 | 42786 | 116122 | 01906 | 24043 | 310858 | 159801 | 950886 | 2069569 | 479431 | 793521 | 1258334 | 569606 | 670326 | 12145 | 149826 | 18808 | 111526 | 11521637 | 155989 | 05664 | 2949321 | 0 | 163923 | 26536577 | 3747289 | 606176 | 569598 | 310859 | 39338 | 7527 | 69745 | 324192 | 47705325 | 951005 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
203 | 547338828 | 105760361 | 12340909 | 973134 | 3097526 | 853094 | 369194 | 05817 | 32116 | 09435 | 1981656 | 60918 | 03982 | 01753 | 41789 | 00553 | 260968 | 03049 | 274159 | 36564 | 1257 | 1263701 | 46329 | 129181 | 02058 | 25622 | 338164 | 175419 | 1022066 | 224258 | 511993 | 85675 | 135402 | 624142 | 72237 | 13323 | 166408 | 19892 | 1202858 | 12380164 | 171091 | 06304 | 3150869 | 0 | 176772 | 28513777 | 3991186 | 643451 | 624133 | 338165 | 43318 | 80226 | 7613 | 34333 | 5161853 | 1022192 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
204 | 53254207 | 10704957 | 12460326 | 984739 | 3086095 | 850888 | 3744009 | 0593 | 32792 | 09672 | 2037167 | 61804 | 04033 | 01789 | 42419 | 0056 | 265426 | 03133 | 279763 | 37206 | 12892 | 1290673 | 47193 | 132324 | 02093 | 25481 | 34127 | 17818 | 1023754 | 2257865 | 510541 | 860838 | 1328636 | 633131 | 713306 | 13433 | 170296 | 1962 | 1204137 | 12288119 | 173712 | 0646 | 3109189 | 0 | 174584 | 28334482 | 3951195 | 638384 | 633122 | 341271 | 44081 | 79921 | 77028 | 344469 | 51686245 | 1023881 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
205 | 515619609 | 107627998 | 12512426 | 989937 | 3108055 | 848181 | 3767542 | 06004 | 33156 | 09743 | 2056946 | 62361 | 04057 | 0181 | 42664 | 00563 | 267455 | 03159 | 282771 | 37751 | 13004 | 130503 | 47494 | 133682 | 02109 | 25435 | 341849 | 178736 | 1022957 | 2260354 | 510072 | 861558 | 1295969 | 634886 | 701008 | 13366 | 171084 | 19456 | 1201267 | 12165701 | 174167 | 06491 | 3068333 | 0 | 17172 | 28089741 | 3921216 | 636421 | 634877 | 34185 | 44235 | 79825 | 77205 | 346535 | 51523755 | 1023086 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
206 | 559155352 | 107678438 | 12602854 | 991097 | 3272643 | 881082 | 373616 | 05864 | 32149 | 09254 | 1929816 | 61972 | 0404 | 01756 | 42199 | 00563 | 262735 | 02972 | 274566 | 37243 | 12348 | 1263435 | 46322 | 127496 | 0207 | 26663 | 3421 | 174831 | 1045125 | 2278138 | 531379 | 875306 | 1398521 | 623552 | 742421 | 13296 | 162955 | 20818 | 1231437 | 12767202 | 170731 | 06154 | 3277265 | 0 | 181828 | 29396121 | 416439 | 674231 | 623543 | 342101 | 42974 | 837 | 76534 | 358219 | 52570925 | 1045256 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
207 | 506870938 | 80356079 | 9587531 | 741122 | 2806584 | 728165 | 2599178 | 03826 | 20353 | 05394 | 1183638 | 42852 | 02848 | 01118 | 28566 | 00403 | 174221 | 01697 | 175811 | 25222 | 07147 | 798117 | 29794 | 79988 | 01367 | 22261 | 247053 | 117049 | 809886 | 1687054 | 432752 | 662563 | 1241587 | 424082 | 631846 | 09503 | 98727 | 18603 | 958509 | 10630759 | 115263 | 0366 | 2848736 | 0 | 155291 | 24260281 | 3570318 | 574108 | 424077 | 247054 | 28103 | 69235 | 53687 | 285878 | 41704265 | 809987 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
208 | 476776602 | 69695103 | 8385077 | 643367 | 2586251 | 660413 | 2208886 | 0319 | 16717 | 04222 | 922697 | 36554 | 02434 | 00921 | 24082 | 00347 | 145705 | 01304 | 144919 | 2144 | 05592 | 654254 | 24549 | 63971 | 01141 | 20373 | 213595 | 97696 | 720109 | 1474549 | 392821 | 584509 | 1161592 | 356457 | 583248 | 0817 | 78156 | 17397 | 855266 | 9725438 | 96542 | 02866 | 2647238 | 0 | 143323 | 22128208 | 3301278 | 530069 | 356452 | 213596 | 23177 | 63218 | 45806 | 256768 | 3708495 | 720199 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
209 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
210 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
211 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
212 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
total | 15714067229 | 2942955836 | 34523952 | 27094175 | 91549482 | 24531355 | 101520281 | 157712 | 861844 | 246051 | 51741275 | 1680449 | 109977 | 47109 | 1142159 | 15352 | 7089862 | 78889 | 7372724 | 1005657 | 327875 | 33865345 | 124571 | 3421284 | 55828 | 741228 | 9317945 | 4721529 | 28775363 | 62283709 | 14706694 | 23988876 | 39068661 | 1687309 | 206461 | 362124 | 4353162 | 586302 | 33867757 | 354224062 | 4615621 | 164092 | 91435955 | 0 | 5059242 | 814519902 | 116029701 | 18778919 | 16872852 | 9317974 | 1157574 | 2320375 | 2078251 | 990182 | 14559761825 | 28778949 |
Day | CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
UNIT | (tonday) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
182 | 550345586 | 107608145 | 12502397 | 989691 | 310828 | 856831 | 3567357 | 05658 | 31135 | 09072 | 1925412 | 59006 | 03847 | 01701 | 40203 | 00538 | 251843 | 0293 | 265952 | 35758 | 12101 | 1225573 | 44545 | 124863 | 01985 | 25582 | 336239 | 174088 | 1017571 | 2232628 | 511447 | 853645 | 1360904 | 619321 | 724954 | 13268 | 164723 | 19963 | 1200083 | 12409099 | 169924 | 06238 | 3161849 | 0 | 177483 | 28549587 | 4000557 | 64479 | 619313 | 33624 | 42945 | 802 | 7563 | 343193 | 51868765 | 1017698 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
183 | 537438633 | 109041016 | 12638774 | 100262 | 3097112 | 855209 | 3615965 | 05772 | 31804 | 09299 | 1979617 | 59866 | 03894 | 01738 | 40789 | 00544 | 256102 | 03011 | 271484 | 36421 | 12412 | 1252267 | 45359 | 12793 | 02019 | 25454 | 339312 | 176817 | 1019732 | 2248136 | 510174 | 857823 | 1335979 | 628221 | 716431 | 13381 | 168547 | 19717 | 120164 | 12325565 | 17253 | 06391 | 3122314 | 0 | 175391 | 28385635 | 396321 | 640107 | 628212 | 339313 | 43698 | 79893 | 76522 | 344328 | 51979475 | 1019861 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
184 | 524297539 | 109431494 | 12669756 | 1006093 | 3119112 | 854717 | 3637993 | 05818 | 32046 | 0936 | 1998384 | 60268 | 03917 | 01752 | 41016 | 00547 | 257721 | 03033 | 273546 | 36738 | 12498 | 126191 | 45626 | 129037 | 02032 | 2545 | 340238 | 17751 | 102049 | 2253131 | 510399 | 859472 | 1307884 | 630517 | 705801 | 13339 | 169436 | 19604 | 1200464 | 12221405 | 173084 | 06426 | 3087361 | 0 | 172953 | 28185151 | 3938969 | 638826 | 630508 | 340239 | 43884 | 79915 | 76767 | 346394 | 51951515 | 1020616 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
185 | 437773125 | 71651963 | 8499877 | 660438 | 2559784 | 654214 | 234319 | 03353 | 17714 | 04555 | 102468 | 38765 | 02574 | 00972 | 25916 | 00364 | 155698 | 01427 | 152824 | 22287 | 0604 | 691445 | 26498 | 69363 | 01221 | 19958 | 219436 | 10265 | 714026 | 1499196 | 390105 | 592737 | 1100361 | 372201 | 558199 | 08232 | 8501 | 1646 | 854921 | 9492202 | 101298 | 0314 | 2551174 | 0 | 13766 | 21673279 | 3218082 | 51996 | 372195 | 219437 | 24518 | 62861 | 47403 | 266018 | 372933275 | 714115 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
186 | 460812227 | 7647417 | 9068168 | 704854 | 2666135 | 685308 | 2398465 | 03567 | 18889 | 04935 | 1114379 | 3971 | 02625 | 0104 | 26224 | 00373 | 160574 | 01558 | 163208 | 23682 | 06556 | 74093 | 27313 | 74439 | 01259 | 20839 | 231264 | 109585 | 758062 | 1579993 | 405349 | 620526 | 1131224 | 396854 | 578962 | 08812 | 92423 | 1735 | 894257 | 982927 | 107805 | 03426 | 2627979 | 0 | 142668 | 22467942 | 3316533 | 536773 | 396848 | 231265 | 26303 | 6482 | 50254 | 269624 | 39305575 | 758156 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
187 | 466855312 | 69961797 | 8376148 | 645492 | 2590594 | 658759 | 2169618 | 0313 | 16352 | 04086 | 917595 | 35933 | 0239 | 00901 | 23586 | 00342 | 142659 | 01264 | 141828 | 21123 | 05415 | 639808 | 23956 | 62852 | 01117 | 20227 | 212105 | 96954 | 714576 | 1464468 | 39038 | 580678 | 1133938 | 353649 | 570182 | 08052 | 77503 | 17219 | 84716 | 9570711 | 95755 | 02842 | 2602123 | 0 | 14042 | 21804966 | 326074 | 525581 | 353644 | 212105 | 2299 | 62815 | 45462 | 25671 | 37080305 | 714664 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
188 | 523926797 | 98123252 | 11448221 | 90285 | 2950578 | 806024 | 3314088 | 05186 | 28463 | 08223 | 1691687 | 54876 | 03587 | 01554 | 37449 | 00502 | 233009 | 02629 | 243179 | 32884 | 10962 | 1118634 | 41122 | 111822 | 01836 | 24168 | 310455 | 159117 | 952362 | 2070222 | 481815 | 794547 | 1291528 | 567256 | 684523 | 12206 | 148622 | 19081 | 1120711 | 11689817 | 155469 | 05615 | 3001324 | 0 | 167308 | 26870459 | 3795227 | 611778 | 567248 | 310456 | 39119 | 75718 | 69562 | 324067 | 48243285 | 952481 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
189 | 546350859 | 107439736 | 12476725 | 988092 | 310828 | 855801 | 3566882 | 05646 | 31079 | 09068 | 1924878 | 58935 | 03847 | 01698 | 40197 | 00538 | 251668 | 02929 | 265526 | 35652 | 1209 | 1223441 | 44532 | 124751 | 01984 | 2554 | 335979 | 17402 | 1016236 | 2230646 | 510745 | 85284 | 1352971 | 619018 | 72213 | 13245 | 164722 | 19913 | 1198262 | 12373021 | 169823 | 06238 | 3150458 | 0 | 176764 | 28472209 | 3990119 | 643592 | 619009 | 33598 | 42931 | 80115 | 75583 | 343193 | 51788525 | 1016362 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
190 | 531243477 | 108574492 | 12577657 | 998272 | 3097112 | 851977 | 3615337 | 05756 | 31731 | 09294 | 197892 | 59775 | 03894 | 01734 | 40781 | 00544 | 255873 | 03009 | 270926 | 36282 | 12398 | 124948 | 45343 | 127785 | 02017 | 25387 | 338992 | 176701 | 1017314 | 2245073 | 50917 | 856676 | 1320973 | 62774 | 709745 | 13323 | 168518 | 19584 | 1198439 | 12241244 | 172288 | 0639 | 3098398 | 0 | 173897 | 28218577 | 3941761 | 637662 | 627731 | 338993 | 43673 | 79751 | 7645 | 344328 | 5182256 | 1017441 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
191 | 524970508 | 109080293 | 12627539 | 1002852 | 3119112 | 853268 | 3637274 | 058 | 31962 | 09354 | 1997575 | 60162 | 03917 | 01747 | 41007 | 00547 | 257455 | 03031 | 272899 | 36577 | 12481 | 1258679 | 45607 | 128874 | 0203 | 25452 | 340515 | 177595 | 1020288 | 2254155 | 510683 | 859993 | 1310739 | 630823 | 705782 | 13336 | 16951 | 19552 | 1201195 | 12216127 | 173083 | 06428 | 3088084 | 0 | 173114 | 28186562 | 3938949 | 638463 | 630814 | 340516 | 43904 | 79955 | 76805 | 346394 | 5194325 | 1020416 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
192 | 570961172 | 108849863 | 12687565 | 1001446 | 3283233 | 886188 | 3613413 | 05669 | 3102 | 08893 | 1873324 | 59876 | 03909 | 01696 | 40637 | 00548 | 253301 | 02854 | 265248 | 36109 | 11861 | 1219671 | 44552 | 122947 | 01995 | 26711 | 341175 | 173911 | 1043625 | 2274608 | 532595 | 874787 | 141898 | 620277 | 750536 | 13295 | 161587 | 2095 | 1233427 | 12857703 | 169873 | 06099 | 3307937 | 0 | 183919 | 29574299 | 4192343 | 677384 | 620268 | 341176 | 42698 | 83924 | 76231 | 358088 | 5297687 | 1043756 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
193 | 507163867 | 81065264 | 9628386 | 7473 | 2812204 | 729916 | 25425 | 03732 | 19798 | 05202 | 1172352 | 41903 | 02785 | 01089 | 27844 | 00396 | 169738 | 0164 | 171168 | 24694 | 06892 | 776299 | 28939 | 78231 | 01331 | 22219 | 246034 | 116361 | 807032 | 1681241 | 432148 | 660647 | 1239423 | 421569 | 630014 | 09456 | 97905 | 18585 | 955898 | 1060692 | 114598 | 03627 | 2843462 | 0 | 155034 | 24204695 | 3565198 | 573603 | 421563 | 246035 | 27913 | 69158 | 53417 | 285795 | 418902575 | 807132 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
194 | 48075875 | 704079 | 8438246 | 649678 | 2590594 | 663229 | 216926 | 03121 | 1631 | 04083 | 917194 | 3588 | 0239 | 00899 | 23581 | 00342 | 142527 | 01263 | 141507 | 21043 | 05406 | 638202 | 23947 | 62767 | 01116 | 20381 | 213227 | 97358 | 71959 | 1472901 | 393028 | 584029 | 1163052 | 355241 | 582733 | 08157 | 77699 | 17426 | 854771 | 9721018 | 96218 | 02848 | 2647207 | 0 | 143368 | 22120122 | 3301873 | 530251 | 355236 | 213228 | 23079 | 63245 | 45685 | 25671 | 373304375 | 719679 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
195 | 514250234 | 97938555 | 11419491 | 901091 | 2950577 | 802572 | 3314836 | 05205 | 2855 | 08229 | 1692527 | 54985 | 03587 | 01559 | 37458 | 00502 | 233285 | 02631 | 243849 | 33051 | 10979 | 1121986 | 41142 | 11199 | 01838 | 24067 | 309651 | 158812 | 948876 | 2064328 | 480031 | 79221 | 1273831 | 566062 | 67689 | 12134 | 148445 | 1894 | 1115749 | 11596826 | 155129 | 05609 | 2974066 | 0 | 165536 | 26675222 | 3769716 | 609171 | 566054 | 309652 | 3905 | 75454 | 69402 | 324067 | 48008575 | 948992 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
196 | 505387695 | 106259365 | 12306235 | 97696 | 310828 | 840006 | 3569312 | 05709 | 31361 | 09089 | 1927599 | 59292 | 03847 | 01715 | 40225 | 00538 | 252561 | 02937 | 267698 | 36194 | 12146 | 1234302 | 44595 | 125307 | 0199 | 25091 | 332582 | 17276 | 1001081 | 2205363 | 502953 | 842812 | 1269477 | 614087 | 685899 | 1293 | 164046 | 19309 | 1175865 | 11940255 | 168439 | 06216 | 3021779 | 0 | 16824 | 27564502 | 3872111 | 630624 | 614079 | 332583 | 42649 | 7887 | 74904 | 343193 | 5081793 | 1001204 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
197 | 487229883 | 107500098 | 12412637 | 988061 | 3097112 | 834552 | 3617882 | 05822 | 32026 | 09315 | 1981765 | 60148 | 03894 | 01751 | 40811 | 00544 | 256807 | 03017 | 273199 | 36849 | 12456 | 1260839 | 45409 | 128377 | 02024 | 24903 | 335408 | 175368 | 1000858 | 2218107 | 500871 | 846053 | 1239199 | 622508 | 673382 | 13007 | 167806 | 18953 | 117516 | 11807014 | 170898 | 06367 | 2969467 | 0 | 16532 | 27304531 | 3821966 | 623853 | 622499 | 335409 | 43374 | 78424 | 75728 | 344328 | 50764745 | 1000983 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
198 | 499280117 | 108814004 | 12571898 | 1000199 | 3119112 | 84354 | 3639248 | 05851 | 32191 | 09371 | 199978 | 60451 | 03917 | 0176 | 4103 | 00547 | 25818 | 03037 | 274662 | 37017 | 12527 | 1267492 | 45659 | 129337 | 02035 | 25169 | 338273 | 176774 | 101072 | 2237961 | 505773 | 853631 | 1261871 | 627602 | 685635 | 13154 | 169038 | 19214 | 1187561 | 11978667 | 17228 | 06413 | 3015536 | 0 | 168202 | 27675078 | 3872352 | 630993 | 627593 | 338274 | 43717 | 79163 | 76367 | 346394 | 51317375 | 1010846 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
199 | 530561562 | 107957803 | 12552368 | 992981 | 3283233 | 87229 | 3615271 | 05717 | 31235 | 08908 | 1875401 | 60148 | 03909 | 01709 | 40658 | 00548 | 253982 | 02859 | 266907 | 36522 | 11904 | 1227961 | 446 | 123384 | 02 | 26262 | 337616 | 172598 | 1028883 | 2248752 | 524659 | 864469 | 1340166 | 615175 | 716681 | 13005 | 160862 | 20408 | 1211242 | 12453776 | 168528 | 06075 | 3186141 | 0 | 175822 | 28715171 | 4079582 | 664589 | 615166 | 337618 | 42404 | 82619 | 75528 | 358088 | 5212733 | 1029012 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
200 | 455853828 | 7931667 | 93846 | 730882 | 2812204 | 71313 | 2544122 | 03774 | 19985 | 05216 | 1174162 | 4214 | 02785 | 011 | 27863 | 00396 | 170332 | 01645 | 172614 | 25055 | 0693 | 783529 | 28981 | 78611 | 01336 | 21654 | 24182 | 11483 | 788314 | 1649881 | 422421 | 648239 | 1145206 | 415553 | 58916 | 09106 | 97111 | 17882 | 92913 | 10116039 | 112985 | 03602 | 2695664 | 0 | 145357 | 2316293 | 3427494 | 557562 | 415548 | 24182 | 27572 | 67587 | 52581 | 285795 | 40933975 | 788412 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
201 | 443959492 | 68923154 | 8238903 | 635802 | 2590594 | 650676 | 2170269 | 03147 | 16427 | 04092 | 918321 | 36028 | 0239 | 00906 | 23593 | 00342 | 142897 | 01266 | 142407 | 21267 | 0543 | 642702 | 23973 | 63005 | 01118 | 19979 | 210256 | 96286 | 706068 | 1450708 | 386127 | 575268 | 1094315 | 351016 | 55349 | 079 | 77153 | 16906 | 835777 | 9368105 | 95041 | 0283 | 2540853 | 0 | 136464 | 21371643 | 3203213 | 518734 | 351012 | 210257 | 2284 | 62113 | 45097 | 25671 | 366466925 | 706156 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
202 | 506423203 | 97306289 | 11342378 | 895246 | 2950578 | 79876 | 33151 | 05212 | 2858 | 08231 | 1692819 | 55024 | 03587 | 01561 | 37461 | 00502 | 233381 | 02632 | 244082 | 3311 | 10985 | 1123153 | 41149 | 112058 | 01838 | 23976 | 308973 | 158553 | 94586 | 2059155 | 478417 | 790123 | 1258522 | 565078 | 669674 | 1207 | 148313 | 18808 | 1111272 | 11508597 | 154828 | 05605 | 2948513 | 0 | 163911 | 26492124 | 3745542 | 605793 | 56507 | 308974 | 38993 | 75136 | 69262 | 324067 | 47844705 | 945979 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
203 | 547465781 | 107036797 | 12432935 | 984409 | 310828 | 854689 | 3566939 | 05647 | 31086 | 09069 | 1924944 | 58944 | 03847 | 01699 | 40198 | 00538 | 251689 | 02929 | 265577 | 35665 | 12091 | 1223699 | 44534 | 124767 | 01984 | 25546 | 336056 | 174028 | 1016385 | 2230966 | 510859 | 852962 | 1354217 | 619082 | 721664 | 1324 | 164722 | 19892 | 1198422 | 12366207 | 169797 | 06238 | 3149984 | 0 | 176781 | 28464958 | 3989279 | 643025 | 619074 | 336057 | 42933 | 80076 | 7559 | 343193 | 51800855 | 1016511 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
204 | 532626055 | 108359941 | 1255475 | 996315 | 3097112 | 852527 | 3615315 | 05755 | 31729 | 09294 | 1978892 | 59771 | 03894 | 01733 | 40781 | 00544 | 255864 | 03009 | 270904 | 36277 | 12397 | 1249371 | 45342 | 127781 | 02017 | 25402 | 339072 | 176731 | 1017856 | 2245757 | 509357 | 856891 | 1328824 | 627864 | 712568 | 13347 | 168539 | 1962 | 1199515 | 12273542 | 172364 | 06391 | 3108267 | 0 | 174592 | 28283545 | 3949206 | 637939 | 627856 | 339073 | 43681 | 79765 | 76466 | 344328 | 5187411 | 1017984 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
205 | 515687812 | 108950957 | 12607778 | 1001624 | 3119112 | 849856 | 3638351 | 05828 | 32087 | 09363 | 1998777 | 6032 | 03917 | 01754 | 4102 | 00547 | 25785 | 03034 | 27386 | 36817 | 12506 | 1263481 | 45635 | 129125 | 02033 | 25355 | 339638 | 177278 | 1017015 | 224817 | 50888 | 857588 | 1296155 | 629587 | 700267 | 1328 | 169317 | 19456 | 1196616 | 12151095 | 172811 | 06422 | 3067405 | 0 | 17173 | 28038574 | 3919215 | 635975 | 629578 | 339639 | 43832 | 79668 | 76639 | 346394 | 5171572 | 1017142 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
206 | 559365742 | 108920059 | 12692112 | 1002062 | 3283233 | 882623 | 3614648 | 05701 | 31163 | 08903 | 1874705 | 60057 | 03909 | 01704 | 40651 | 00548 | 253754 | 02857 | 266352 | 36384 | 11889 | 1225186 | 44584 | 123236 | 01998 | 26592 | 340126 | 173526 | 1039753 | 2267264 | 53032 | 871758 | 1398732 | 618797 | 741763 | 13219 | 161374 | 20818 | 1227278 | 12754191 | 169517 | 06092 | 327644 | 0 | 181838 | 29350454 | 416261 | 673834 | 618788 | 340127 | 42613 | 8356 | 76027 | 358088 | 5274666 | 1039882 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
207 | 507372734 | 8135666 | 9667616 | 750024 | 2812204 | 729794 | 2542762 | 03739 | 19828 | 05205 | 1172643 | 41941 | 02785 | 0109 | 27847 | 00396 | 169834 | 01641 | 171401 | 24753 | 06898 | 777465 | 28946 | 78294 | 01332 | 22225 | 246041 | 116369 | 80711 | 1681456 | 432219 | 660718 | 1241812 | 421599 | 631578 | 09464 | 97904 | 18603 | 956381 | 10625994 | 114631 | 03627 | 2848392 | 0 | 155368 | 24239277 | 3569548 | 573916 | 421593 | 246042 | 27915 | 69161 | 53422 | 285795 | 418907975 | 807211 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
208 | 477357266 | 70527383 | 845277 | 650783 | 2590594 | 661812 | 2169527 | 03128 | 16341 | 04085 | 917493 | 35919 | 0239 | 00901 | 23585 | 00342 | 142625 | 01263 | 141745 | 21102 | 05412 | 639393 | 23954 | 62828 | 01116 | 2035 | 212966 | 97268 | 718259 | 1471079 | 392498 | 583355 | 116181 | 354871 | 583115 | 08146 | 7764 | 17397 | 853948 | 9723323 | 96145 | 02846 | 264706 | 0 | 143402 | 22116257 | 3300857 | 529956 | 354866 | 212966 | 23057 | 63172 | 45638 | 25671 | 37244745 | 71835 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
209 | 493879023 | 97750146 | 11382499 | 899234 | 2950577 | 794794 | 3316314 | 05244 | 28721 | 08241 | 1694174 | 55201 | 03587 | 01569 | 37475 | 00502 | 233825 | 02636 | 245164 | 3338 | 11013 | 1128563 | 4118 | 11233 | 01842 | 23848 | 308 | 158231 | 941328 | 2052231 | 476285 | 787461 | 1235654 | 563737 | 661815 | 11993 | 148141 | 18673 | 110552 | 11418068 | 154535 | 05599 | 2918821 | 0 | 161856 | 26288225 | 3719234 | 603418 | 563729 | 308001 | 38919 | 74874 | 69082 | 324067 | 4750861 | 941445 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
210 | 501601797 | 106766592 | 12363163 | 98161 | 310828 | 837056 | 3570248 | 05733 | 31469 | 09097 | 1928644 | 59429 | 03847 | 01721 | 40236 | 00538 | 252905 | 0294 | 268534 | 36402 | 12168 | 1238481 | 4462 | 125539 | 01993 | 25052 | 332394 | 172695 | 999385 | 2203632 | 502447 | 842257 | 1266022 | 613797 | 684529 | 1291 | 164011 | 19257 | 1174648 | 11926206 | 168402 | 06215 | 3017098 | 0 | 167892 | 27530923 | 3867845 | 629654 | 613788 | 332395 | 42633 | 78788 | 74864 | 343193 | 50673465 | 999509 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
211 | 499065391 | 1080754 | 12491169 | 993448 | 3097112 | 838422 | 3617741 | 05818 | 32009 | 09314 | 1981601 | 60127 | 03894 | 0175 | 40809 | 00544 | 256754 | 03017 | 273069 | 36816 | 12453 | 1260192 | 45405 | 128356 | 02024 | 25033 | 336342 | 175714 | 1005075 | 2225249 | 503128 | 848925 | 1262951 | 62386 | 684556 | 13092 | 167969 | 19123 | 1181768 | 1194052 | 171272 | 06372 | 3008639 | 0 | 16793 | 27580256 | 3858219 | 627769 | 623851 | 336343 | 4345 | 78764 | 75918 | 344328 | 5101658 | 1005201 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
212 | 510059453 | 108986191 | 1260348 | 1001878 | 3119112 | 847428 | 3638601 | 05834 | 32116 | 09365 | 1999056 | 60356 | 03917 | 01756 | 41023 | 00547 | 257942 | 03035 | 274084 | 36873 | 12512 | 1264602 | 45642 | 129189 | 02033 | 25287 | 339179 | 1771 | 1014762 | 2244555 | 507774 | 85619 | 1282462 | 628914 | 693614 | 1323 | 169223 | 19361 | 1193048 | 12073188 | 172611 | 06419 | 3044861 | 0 | 170169 | 27880522 | 3899013 | 633856 | 628905 | 33918 | 43792 | 79466 | 76542 | 346394 | 5157857 | 1014889 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
1575032492 | 3008455449 | 351116241 | 27682287 | 92299436 | 24715968 | 99267828 | 155072 | 845207 | 239811 | 512493 | 1645236 | 107479 | 46259 | 1111954 | 1509 | 6922635 | 76963 | 7235403 | 992784 | 319808 | 33228736 | 1212689 | 3359175 | 54493 | 743159 | 9349364 | 4737588 | 28828492 | 62511012 | 14763057 | 2407931 | 39179182 | 16921876 | 20706272 | 363329 | 4367819 | 588024 | 33990128 | 355575715 | 4631961 | 164646 | 91728656 | 0 | 5080389 | 817447675 | 116450563 | 18849431 | 16921638 | 9349393 | 1161079 | 232903 | 2084828 | 9959974 | 14719855875 | 28832085 |
Day | CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
UNIT | (tonday) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
182 | 527521289 | 104187705 | 12096017 | 95816 | 2916008 | 843671 | 4167513 | 05895 | 3271 | 09609 | 1985614 | 67723 | 04539 | 01768 | 48289 | 00617 | 288101 | 03065 | 278758 | 36556 | 1268 | 1275076 | 51515 | 131479 | 02273 | 25075 | 337565 | 175434 | 993582 | 2229801 | 50918 | 856529 | 1353648 | 623222 | 720678 | 13149 | 166413 | 18945 | 119824 | 12369397 | 171206 | 06304 | 3144352 | 0 | 176114 | 28465674 | 3984323 | 641234 | 623213 | 337566 | 43272 | 80196 | 76002 | 347433 | 51099815 | 993707 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
183 | 516131016 | 10563458 | 12237189 | 971244 | 2904136 | 842359 | 4225359 | 06016 | 33424 | 0985 | 2041453 | 68736 | 04596 | 01806 | 49006 | 00624 | 292997 | 0315 | 284641 | 37257 | 13009 | 1303341 | 52451 | 134711 | 02313 | 2499 | 340949 | 178289 | 997305 | 2247655 | 508591 | 861603 | 1329856 | 632622 | 712877 | 13274 | 170318 | 18739 | 1201132 | 12297847 | 173919 | 0646 | 3108173 | 0 | 174193 | 28330491 | 3951694 | 637453 | 632614 | 34095 | 44055 | 79982 | 7696 | 348596 | 51223245 | 997429 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
184 | 503450664 | 106042188 | 12271257 | 974882 | 2924994 | 841786 | 425044 | 06064 | 33675 | 09914 | 2060127 | 69181 | 04623 | 0182 | 49274 | 00628 | 2948 | 03173 | 286774 | 37578 | 13098 | 1313258 | 52754 | 135841 | 02327 | 24987 | 341892 | 17899 | 998159 | 2252749 | 508832 | 863277 | 1302012 | 634953 | 702371 | 13233 | 171216 | 18626 | 1200029 | 12194872 | 174479 | 06495 | 3073632 | 0 | 171785 | 28132668 | 3927747 | 63619 | 634944 | 341893 | 44243 | 80006 | 77209 | 35068 | 51189375 | 998281 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
185 | 412640312 | 68845259 | 8147964 | 634411 | 2409311 | 641414 | 2740057 | 03459 | 18482 | 04837 | 1043001 | 44355 | 03036 | 01 | 31243 | 00417 | 178836 | 01486 | 15917 | 22469 | 06307 | 71325 | 30963 | 72514 | 01405 | 19276 | 218121 | 102629 | 684281 | 1479467 | 383548 | 588276 | 1089621 | 37107 | 55067 | 0805 | 85518 | 15417 | 843984 | 9385507 | 101387 | 03162 | 2517846 | 0 | 135598 | 21423406 | 3175189 | 511009 | 371065 | 218121 | 2451 | 62264 | 47169 | 269326 | 3656006 | 684366 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
186 | 433033164 | 73375015 | 867765 | 676099 | 2507971 | 671238 | 281798 | 03669 | 19663 | 05239 | 1125698 | 45582 | 03115 | 01067 | 31891 | 00429 | 18506 | 01619 | 169581 | 23769 | 06841 | 762396 | 3207 | 7744 | 01454 | 20091 | 229999 | 109689 | 725827 | 1559375 | 398227 | 615963 | 1119706 | 396025 | 570644 | 0862 | 93147 | 16195 | 882599 | 971358 | 108043 | 03457 | 2591316 | 0 | 140381 | 22197629 | 3269388 | 526941 | 396019 | 229999 | 26328 | 64165 | 50043 | 273629 | 38495705 | 725918 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
187 | 436329062 | 66922847 | 7985676 | 617234 | 2439078 | 644435 | 2547927 | 03206 | 16962 | 04337 | 923902 | 41163 | 02833 | 00921 | 2868 | 00392 | 164437 | 01311 | 146909 | 21092 | 05635 | 65571 | 28191 | 65259 | 0129 | 19397 | 210028 | 96685 | 679347 | 1438193 | 381735 | 573865 | 1120289 | 351393 | 560384 | 07834 | 77932 | 16007 | 832386 | 9428972 | 95666 | 02862 | 2558507 | 0 | 137795 | 21471216 | 3203411 | 513796 | 351388 | 210028 | 22924 | 61948 | 45072 | 260426 | 362687875 | 679432 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
188 | 501372383 | 95002676 | 11072416 | 874043 | 2768458 | 793734 | 3877832 | 054 | 29896 | 08711 | 1749341 | 63047 | 04237 | 01614 | 45048 | 00576 | 266934 | 02751 | 254808 | 33581 | 11483 | 116314 | 47645 | 117959 | 02106 | 23658 | 311449 | 160278 | 928444 | 2065771 | 479206 | 796619 | 1284231 | 57049 | 680104 | 12084 | 15013 | 18094 | 1118042 | 11645947 | 156587 | 05675 | 2982958 | 0 | 165942 | 26774353 | 3777099 | 60786 | 570481 | 31145 | 39399 | 75651 | 69859 | 328078 | 4754195 | 928561 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
189 | 523637695 | 104034453 | 12072527 | 956702 | 2916008 | 842744 | 4167044 | 05883 | 32656 | 09606 | 1985091 | 67655 | 04539 | 01764 | 48284 | 00617 | 287929 | 03064 | 27834 | 36452 | 12669 | 1272988 | 51503 | 131369 | 02272 | 25034 | 337313 | 175369 | 992318 | 2227886 | 508499 | 855748 | 1345992 | 62293 | 717929 | 13127 | 166414 | 18898 | 119647 | 12334379 | 171111 | 06304 | 3133279 | 0 | 175412 | 28390537 | 3974153 | 640067 | 622921 | 337314 | 43259 | 80114 | 75957 | 347433 | 51024665 | 992444 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
190 | 510116523 | 105199639 | 12180325 | 967191 | 2904136 | 839198 | 4224749 | 06001 | 33353 | 09845 | 2040769 | 68646 | 04596 | 01802 | 48999 | 00624 | 292772 | 03148 | 284094 | 3712 | 12995 | 1300601 | 52435 | 134568 | 02311 | 24926 | 340637 | 178174 | 995043 | 2244696 | 507615 | 860476 | 1315009 | 632154 | 706271 | 13217 | 170289 | 18612 | 1197995 | 12214474 | 173678 | 06459 | 3084567 | 0 | 172719 | 28165559 | 3930524 | 635055 | 632145 | 340638 | 44031 | 79843 | 76889 | 348596 | 5106909 | 995166 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
191 | 503891562 | 105700977 | 12230387 | 971735 | 2924994 | 840322 | 4249734 | 06046 | 33593 | 09908 | 2059337 | 69077 | 04623 | 01816 | 49265 | 00628 | 29454 | 0317 | 286142 | 3742 | 13082 | 1310098 | 52735 | 135682 | 02325 | 24989 | 342152 | 17907 | 997955 | 2253701 | 509089 | 863755 | 1304632 | 635239 | 702278 | 1323 | 171288 | 18576 | 1200693 | 12188588 | 174473 | 06498 | 3074044 | 0 | 171926 | 28131846 | 3927404 | 635797 | 63523 | 342154 | 44262 | 80042 | 77244 | 35068 | 51178825 | 998079 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
192 | 544858086 | 105312734 | 12261509 | 968791 | 3082353 | 871822 | 4221925 | 05895 | 3254 | 09418 | 1931802 | 68663 | 04611 | 01759 | 48831 | 00628 | 289827 | 02983 | 277625 | 36816 | 12417 | 1266768 | 51581 | 129416 | 02285 | 26099 | 341898 | 175032 | 1015488 | 2266757 | 528848 | 875917 | 1409757 | 623227 | 74485 | 13146 | 163151 | 19814 | 1228818 | 1279431 | 170967 | 06161 | 3283715 | 0 | 182207 | 29432878 | 4166435 | 671874 | 623218 | 341899 | 4297 | 83736 | 76476 | 362433 | 52152005 | 1015614 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
193 | 476778438 | 77749429 | 9209822 | 71653 | 2644341 | 714915 | 2986949 | 0384 | 20618 | 05523 | 1184799 | 4813 | 03304 | 01118 | 3385 | 00455 | 195686 | 01705 | 177915 | 24792 | 07193 | 799032 | 33978 | 81425 | 01538 | 21429 | 244699 | 116469 | 772873 | 1659478 | 424661 | 655869 | 1226457 | 42068 | 620931 | 09251 | 98658 | 17364 | 943539 | 1048174 | 11484 | 0366 | 2803787 | 0 | 152545 | 23913462 | 3514915 | 563255 | 420673 | 2447 | 27938 | 68472 | 53193 | 289938 | 4102799 | 77297 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
194 | 449196914 | 6732082 | 8041113 | 620969 | 2439078 | 64876 | 2547578 | 03197 | 16921 | 04334 | 923512 | 41112 | 02833 | 00919 | 28676 | 00392 | 164308 | 01309 | 146596 | 21014 | 05627 | 654148 | 28182 | 65177 | 01289 | 1954 | 211103 | 97073 | 683947 | 1446197 | 384249 | 577074 | 1148655 | 352918 | 572572 | 07935 | 78124 | 16201 | 839693 | 9574733 | 96115 | 02868 | 2602206 | 0 | 140654 | 21776494 | 3243127 | 51826 | 352913 | 211104 | 2301 | 62359 | 45286 | 260426 | 36511305 | 684033 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
195 | 492119414 | 94837139 | 11046455 | 872464 | 2768458 | 790245 | 3878569 | 05419 | 29981 | 08717 | 1750161 | 63155 | 04237 | 01619 | 45056 | 00576 | 267203 | 02753 | 255463 | 33744 | 115 | 1166415 | 47664 | 118123 | 02108 | 23562 | 310663 | 159977 | 925157 | 2060046 | 477474 | 794333 | 1266519 | 569321 | 672527 | 12013 | 149954 | 17957 | 111318 | 11553611 | 156247 | 05669 | 2955917 | 0 | 164188 | 26580769 | 3751902 | 605308 | 569313 | 310664 | 39332 | 75391 | 69701 | 328078 | 47305865 | 925272 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
196 | 484653867 | 10296874 | 11918015 | 946649 | 2916008 | 826995 | 4169432 | 05945 | 32932 | 09625 | 198776 | 68005 | 04539 | 01781 | 48312 | 00617 | 288806 | 03071 | 280473 | 36984 | 12725 | 1283649 | 51565 | 131915 | 02279 | 24608 | 334006 | 174135 | 978106 | 2203459 | 500962 | 84597 | 1263255 | 618126 | 682209 | 12818 | 165747 | 1832 | 1174615 | 11907894 | 169742 | 06282 | 3006566 | 0 | 167021 | 27497097 | 3858349 | 627449 | 618117 | 334007 | 42983 | 789 | 75296 | 347433 | 5005759 | 978228 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
197 | 468224805 | 104244414 | 12032341 | 958103 | 2904137 | 821897 | 422726 | 06066 | 33644 | 09866 | 2043577 | 69014 | 04596 | 01819 | 49028 | 00624 | 293694 | 03156 | 286336 | 37679 | 13053 | 1311811 | 52501 | 135152 | 02318 | 24466 | 337149 | 17687 | 979621 | 2218662 | 499595 | 850125 | 1234175 | 62706 | 670483 | 12907 | 169587 | 18011 | 1175305 | 11787462 | 172309 | 06436 | 2957863 | 0 | 16429 | 27267686 | 3813175 | 621633 | 627051 | 33715 | 43739 | 7855 | 76188 | 348596 | 5001863 | 979742 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
198 | 479718555 | 105501494 | 12184573 | 969713 | 2924994 | 830722 | 4251681 | 06096 | 33818 | 09924 | 2061509 | 69362 | 04623 | 01829 | 49288 | 00628 | 295254 | 03177 | 287877 | 37853 | 13127 | 1318775 | 52786 | 136138 | 0233 | 24722 | 339983 | 17827 | 989069 | 223816 | 504376 | 857595 | 1256544 | 632121 | 682547 | 13052 | 170824 | 18256 | 1187483 | 11956486 | 173687 | 06482 | 3003143 | 0 | 167123 | 27632395 | 3862603 | 628598 | 632112 | 339984 | 44081 | 79275 | 7682 | 35068 | 50560935 | 989193 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
199 | 507036484 | 104535312 | 12142426 | 961406 | 3082353 | 858174 | 4223745 | 05942 | 3275 | 09433 | 1933838 | 6893 | 04611 | 01771 | 48852 | 00628 | 290496 | 02989 | 279251 | 37221 | 12459 | 1274894 | 51628 | 129845 | 0229 | 25677 | 338464 | 173757 | 100186 | 2242014 | 521251 | 865957 | 1332349 | 6183 | 711733 | 12865 | 162439 | 19304 | 1207363 | 12399872 | 169653 | 06138 | 3164822 | 0 | 174296 | 28594998 | 4056819 | 659559 | 618291 | 338465 | 42685 | 82476 | 75798 | 362433 | 51316645 | 1001985 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
200 | 4291425 | 76164351 | 8988975 | 701649 | 2644341 | 69841 | 2988514 | 03881 | 208 | 05536 | 1186551 | 48359 | 03304 | 01128 | 33869 | 00455 | 196261 | 0171 | 179314 | 25141 | 07229 | 806025 | 34018 | 81792 | 01542 | 20903 | 240651 | 114987 | 755704 | 1629651 | 415406 | 643947 | 1134162 | 414897 | 581117 | 08912 | 97879 | 16707 | 917784 | 10004016 | 113266 | 03634 | 2660045 | 0 | 143129 | 22901084 | 3381587 | 547889 | 414891 | 240652 | 27609 | 6696 | 5239 | 289938 | 40087695 | 755798 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
201 | 414913398 | 65957471 | 7858538 | 608232 | 2439078 | 636319 | 2548572 | 03223 | 17036 | 04342 | 924622 | 41258 | 02833 | 00925 | 28687 | 00392 | 164673 | 01313 | 147484 | 21235 | 0565 | 658584 | 28208 | 65411 | 01292 | 19164 | 208241 | 96034 | 671511 | 1425056 | 37767 | 568637 | 108115 | 348847 | 544025 | 07686 | 77587 | 15712 | 821387 | 923062 | 94962 | 02851 | 2498573 | 0 | 133927 | 21047625 | 3147417 | 507205 | 348842 | 208242 | 22779 | 61267 | 4472 | 260426 | 358340475 | 671595 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
202 | 484641602 | 94245527 | 10974386 | 866995 | 2768458 | 786479 | 3878844 | 05426 | 30012 | 08719 | 1750471 | 63195 | 04237 | 01621 | 45059 | 00576 | 267304 | 02754 | 255709 | 33806 | 11506 | 1167649 | 47671 | 118194 | 02108 | 23475 | 310002 | 159724 | 922319 | 2055047 | 47591 | 792294 | 1251418 | 568361 | 665434 | 11951 | 149825 | 17832 | 110881 | 11466925 | 155951 | 05664 | 2930829 | 0 | 162593 | 26401084 | 3728215 | 602018 | 568353 | 310003 | 39276 | 75082 | 69565 | 328078 | 4714359 | 922434 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
203 | 524579883 | 103643984 | 12030052 | 953135 | 2916008 | 841569 | 4167108 | 05885 | 32664 | 09606 | 1985165 | 67664 | 04539 | 01765 | 48285 | 00617 | 287954 | 03064 | 278399 | 36466 | 12671 | 127328 | 51504 | 131387 | 02272 | 2504 | 337379 | 175373 | 992427 | 222814 | 50859 | 855841 | 1346991 | 622978 | 717404 | 13121 | 166412 | 18877 | 119658 | 1232666 | 171078 | 06304 | 3132526 | 0 | 175415 | 2838125 | 3973052 | 63948 | 622969 | 33738 | 4326 | 80072 | 75962 | 347433 | 51032785 | 992551 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
204 | 511148203 | 104983652 | 12156962 | 96522 | 2904136 | 83969 | 4224742 | 06 | 33352 | 09845 | 2040759 | 68645 | 04596 | 01802 | 48999 | 00624 | 29277 | 03148 | 284088 | 37119 | 12995 | 1300573 | 52435 | 134568 | 02311 | 24937 | 340702 | 1782 | 995457 | 2245244 | 507761 | 860647 | 1322636 | 632255 | 708996 | 1324 | 170309 | 18644 | 1198981 | 12245485 | 17375 | 0646 | 3094034 | 0 | 17339 | 28227639 | 3937558 | 635277 | 632246 | 340703 | 44037 | 79851 | 76903 | 348596 | 51117265 | 995579 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
205 | 494995859 | 105593164 | 12213384 | 970708 | 2924994 | 836909 | 4250807 | 06073 | 33717 | 09917 | 2060536 | 69234 | 04623 | 01823 | 49278 | 00628 | 294934 | 03174 | 287099 | 37659 | 13107 | 1314885 | 52763 | 135933 | 02328 | 24896 | 341294 | 178758 | 994849 | 2247889 | 507336 | 861401 | 1290197 | 63403 | 696845 | 13174 | 171097 | 18484 | 1196221 | 12124623 | 174204 | 06491 | 3053715 | 0 | 170566 | 27986409 | 3908074 | 633372 | 634021 | 341295 | 44191 | 7976 | 77082 | 35068 | 5095164 | 994974 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
206 | 533839492 | 105399277 | 12268152 | 969559 | 3082353 | 868282 | 4223143 | 05927 | 32681 | 09428 | 1933169 | 68842 | 04611 | 01767 | 48845 | 00628 | 290276 | 02987 | 278716 | 37088 | 12445 | 1272224 | 51613 | 129701 | 02289 | 25984 | 340876 | 174655 | 1011827 | 2259645 | 526642 | 872963 | 1389777 | 621783 | 73623 | 13072 | 16294 | 19688 | 1222822 | 1269275 | 170617 | 06154 | 325282 | 0 | 180165 | 29213418 | 4137359 | 668422 | 621774 | 340877 | 42887 | 8338 | 76277 | 362433 | 51923385 | 1011953 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
207 | 476864883 | 78021787 | 9246307 | 719074 | 264434 | 714709 | 29872 | 03847 | 20648 | 05525 | 1185081 | 48167 | 03304 | 01119 | 33853 | 00455 | 195779 | 01706 | 178141 | 24848 | 07199 | 800158 | 33984 | 81486 | 01538 | 21434 | 244698 | 116473 | 772916 | 1659636 | 424712 | 655914 | 1228626 | 420697 | 622412 | 09258 | 98655 | 17381 | 943971 | 10499733 | 114868 | 0366 | 2808427 | 0 | 152862 | 23945813 | 3518981 | 563534 | 420692 | 244699 | 27939 | 68471 | 53196 | 289938 | 410243825 | 773013 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
208 | 445999766 | 67436274 | 8055095 | 622036 | 2439078 | 647313 | 2547833 | 03203 | 16951 | 04336 | 923798 | 41149 | 02833 | 0092 | 28679 | 00392 | 164402 | 0131 | 146825 | 21071 | 05632 | 655291 | 28189 | 65236 | 0129 | 19511 | 210848 | 96985 | 682725 | 144446 | 383743 | 576418 | 1147303 | 352557 | 572922 | 07924 | 78064 | 16174 | 8389 | 957679 | 96043 | 02866 | 2601999 | 0 | 140683 | 21772288 | 324213 | 517981 | 352552 | 210848 | 22989 | 62288 | 45239 | 260426 | 36424665 | 68281 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
209 | 472785469 | 94697012 | 11016262 | 871061 | 2768458 | 782554 | 3880029 | 05457 | 3015 | 08729 | 1751794 | 63369 | 04237 | 01629 | 45073 | 00576 | 267739 | 02758 | 256767 | 3407 | 11533 | 1172938 | 47702 | 118459 | 02112 | 23355 | 309061 | 15941 | 918105 | 2048412 | 473864 | 789717 | 1228873 | 567064 | 657733 | 11875 | 149655 | 17703 | 1103238 | 11378469 | 155665 | 05659 | 29018 | 0 | 160579 | 26201936 | 370263 | 599743 | 567056 | 309062 | 39205 | 74827 | 69392 | 328078 | 46811125 | 918219 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
210 | 481044219 | 103465703 | 11973818 | 951203 | 2916008 | 82403 | 4170384 | 0597 | 33042 | 09633 | 198882 | 68144 | 04539 | 01787 | 48323 | 00617 | 289155 | 03074 | 281319 | 37195 | 12746 | 1287882 | 51589 | 132149 | 02281 | 24572 | 33382 | 17407 | 976532 | 2201805 | 500478 | 845425 | 1259823 | 61784 | 680867 | 12798 | 165711 | 18271 | 1173432 | 11894218 | 169705 | 06281 | 3002022 | 0 | 166683 | 27464414 | 3854222 | 626511 | 617832 | 333821 | 42967 | 78818 | 75257 | 347433 | 49911685 | 976655 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
211 | 479501172 | 104780957 | 12105438 | 963125 | 2904136 | 825715 | 4227133 | 06062 | 33629 | 09865 | 2043438 | 68995 | 04596 | 01818 | 49026 | 00624 | 293649 | 03156 | 286225 | 37652 | 1305 | 1311259 | 52498 | 135136 | 02317 | 2459 | 338057 | 177207 | 983584 | 2225571 | 501779 | 852924 | 1257601 | 628373 | 681487 | 12991 | 169748 | 18172 | 1181753 | 11918835 | 172677 | 06441 | 2996377 | 0 | 166857 | 2753863 | 3848744 | 625447 | 628365 | 338058 | 43813 | 78881 | 76372 | 348596 | 5026754 | 983707 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
212 | 489967422 | 105643008 | 12211602 | 971102 | 2924994 | 834542 | 4251039 | 0608 | 33744 | 09919 | 2060797 | 69268 | 04623 | 01824 | 4928 | 00628 | 29502 | 03175 | 287309 | 37711 | 13112 | 1315934 | 52769 | 135992 | 02328 | 24834 | 340863 | 178589 | 992845 | 2244516 | 506305 | 860082 | 1276818 | 633396 | 69037 | 13126 | 171006 | 18396 | 1192815 | 12048998 | 174011 | 06488 | 3031837 | 0 | 169049 | 27833271 | 3888593 | 631364 | 633387 | 340864 | 44153 | 79569 | 76991 | 35068 | 50818255 | 992968 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
15010134101 | 2907447588 | 338906633 | 26749425 | 86653198 | 24300952 | 116121122 | 161073 | 886044 | 254096 | 52666292 | 1887825 | 126966 | 47921 | 1339128 | 17312 | 7931596 | 80409 | 7568148 | 1010458 | 334775 | 34482032 | 140709 | 3529457 | 62521 | 725221 | 9364562 | 4766655 | 28009183 | 62249139 | 14646134 | 24095161 | 38918082 | 16994929 | 205379 | 358933 | 4410037 | 555377 | 3383826 | 353637793 | 4660906 | 166325 | 91011697 | 0 | 5030087 | 813094019 | 115656819 | 18679581 | 16994688 | 936459 | 1168126 | 2322596 | 2090508 | 10087629 | 14479505425 | 28012676 |
Difference in July VOC
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 14
Comparison between Interpolation vs ASD
bull July Monthly Total Emissions Comparison
Percent Difference [] (ASD ndash ORG)ORG 100
bull PM10 and PM25 Model Species Reduction -2 ~ -10
bull Gas Model Species All Increases ranging from 0 to 7
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 15
RPD_ORG_domain_daily_total7
RPD_Full_ASD_domain_daily_total
RPD_Gasoline_ASD
Full_AvgSpeedFrac_Org_compariso
1
2
3
4
5
6
7
A
B
CO
Original
150101341
ASD (Gasoline)
1571406723
ASD (All Fuels)
1575032492
5
Gasoline ASD
5
Findings on Using ASD
bull Why are NOx emissions increased with ASD application
bull More lower speed bins are included when computing emissions with the ASD approach
bull Why are PM25 emissions decreased with ASD in cities while increased in highwaysbull The single NEI average speed assigned for urban roads was relatively lower than used in ASDbull The single NEI average speed assigned for rural roads was relatively higher than ASD
bull Why do VOC emissions show different patterns between Dallas and Phoenixbull Most of metro cities show relatively lower estimated VOC while Dallas TX and Phoenix AZ show
increasesbull Higher average speed for urban unrestricted roads from Dallas and Phoenixbull Higher contribution of urban unrestricted roads from Dallas and Phoenix bull Contributions of road and vehicle types by region andor average speed played a key role
ASD approach is a better representation of actual driving patterns by road type
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 16
NOx Humidity Correction
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 17
Humidity impacts NOx emissionsbull Spark-Ignition engines
bull Compression Ignition Diesel
The NOx Humidity Correction Equation differs by fuel Type
1 Gasoline Ethanol and CNG2 Diesel
Compute the Correction Using1 MOVES Model (Month-humiditycounty)
2 SMOKE-MOVES Integration ToolThe humidity correction equation has been coded into the latest version of SMOKE-MOVES thus allowing the adjustment to be applied according to hourly changes in humidity instead of seasonal averages
Percent Change on RPD NO2
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 18
January 1 2014 July 1 2014
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 18
Percent Change in Monthly Total NOx(January and July)
19International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019)
January July
New Jersey NOx Correction Sensitivity Runs
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 20
To assess the true impacts of NOx humidity correction perform the sensitivity runs based on the following MOVES EFs
1 MOVES Native MOVES EFs without NOx Correction
2 MOVES-NOx MOVES EFs with NOx Correction applied by MOVES
3 SMOKE-MOVES MOVES EFs with NOx Correction applied by SMOKE-MOVES
New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 21
NJ Monthly Total NOx Changes between the Methods
RPD MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 3590 4701 31 4252 18July 4517 4961 10 4354 -4
RPV MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 1127 1115 -1 1390 23July 870 866 0 832 -4
RPH MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 100 114 14 115 15July 128 128 -1 124 -3
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 22
Findings from the NJ NOx Humidity Adjustment
bull Significant Impacts to NOx emissions for RPD RPV and RPH processesbull US western regions with lower humidity will see an increase of NOxbull US eastern regions with higher humidity will see a decrease in NOxbull The Winter drier season (January) shows the significant increases of
NOx from all processesbull Summer season (July) shows up to 4 decrease of NOx from all
processesbull RPD NOx MOVES-NOx case shows higher impacts compared to
SMOKE-MOVES casebull These findings are limited to New Jersey stateInternational Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 23
Spatial Allocation using Spatial Surrogates
bull Spatial allocation is the process of mapping county-level emissions inventory data to modeling grid cells
bull We do this using spatial surrogates - each has a unique code (ID)bull There are more than 60 surrogates currently used ndash eg Population (100) Total agriculture
(310) Railroad Density (261) Offshore shipping (806) Urban unrestricted daily VMT (222) Gas well count (698)
bull Surrogates have been created using the Surrogate Tool (from wwwcmascenterorg)
bull Value = sum of attribute in grid cellsum of attribute in county
bull Values sum to 1 for each county province
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 24
New Postgres Spatial Surrogate Tool
bull Written in the PostgreSQL and PostGIS database languagebull Released on June 30 2019 bull Download from CMAS Center Spatial Allocator Github Repository
httpsgithubcomCMASCenterSpatial-Allocator
bull PostgreSQL uses a 3-tier hierarchy for data storage database schema and table A single query can access multiple tables and multiple schemas but only one database
bull Requires ReadCreateUpdateInsert access for databasesbull Supports multicore-Processing for Multiple Jobs running in parallel
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 25
Steps performed in the PG Surrogate Tool
Create a modeling domain table and insert it into the PostgreSQL Database
Load the geographic boundaries data shapefile and then reproject them to match the output modeling domain
Overlay with geographic boundaries and then calculate the attribute value in the county (ie surrogate denominator)
Overlay grid modeling domain and compute the gridded surrogate weight (ie the numerator)
Generate Surrogates using the Surrogate Tool input files
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 26
SMOKE v47 Public Release
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 27
bull Plan to release in 2019
bull Average Speed Distribution
bull NOx Humidity Correction
bull A few bug fixes and minor updates
bull Future Updatesbull New Rate-Per-Start (RPS) Process
bull New Off-network Idling (ONI) Process
Acknowledgement
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 28
bull US EPA Office of Air Quality Planning and Standard (OAQPS)bull US EPA Office of Transportation Air Quality (OTAQ)bull US EPA Office of Research Development (ORD)
Road Types Distribution by Region
Average Speed by Road type
Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
- SMOKE version 47Recent Enhancements
- Outline
- Slide Number 3
- Background on Speeds in MOVES and SMOKE-MOVES
- Examples of Average Speed Distributions
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Unrestricted)
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Restricted)
- Impact of Speed by Pollutant and Vehicle TypeFuel Gasoline
- Impact of Speed by Pollutant and Vehicle TypeFuel Diesel
- Improved Representation of Speeds in SMOKE-MOVES
- Difference in July NOx
- Difference in July PM25
- Difference in July VOC
- Comparison between Interpolation vs ASD
- Findings on Using ASD
- NOx Humidity Correction
- Percent Change on RPD NO2
- Percent Change in Monthly Total NOx(January and July)
- New Jersey NOx Correction Sensitivity Runs
- New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
- NJ Monthly Total NOx Changes between the Methods
- Findings from the NJ NOx Humidity Adjustment
- Spatial Allocation using Spatial Surrogates
- New Postgres Spatial Surrogate Tool
- Steps performed in the PG Surrogate Tool
- SMOKE v47 Public Release
- Acknowledgement
- Road Types Distribution by Region
- Slide Number 29
- Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
-
CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Original | 15010134101 | 2907447588 | 338906633 | 26749425 | 86653198 | 24300952 | 116121122 | 161073 | 886044 | 254096 | 52666292 | 1887825 | 126966 | 47921 | 1339128 | 17312 | 7931596 | 80409 | 7568148 | 1010458 | 334775 | 34482032 | 140709 | 3529457 | 62521 | 725221 | 9364562 | 4766655 | 28009183 | 62249139 | 14646134 | 24095161 | 38918082 | 16994929 | 205379 | 358933 | 4410037 | 555377 | 3383826 | 353637793 | 4660906 | 166325 | 91011697 | 0 | 5030087 | 813094019 | 115656819 | 18679581 | 16994688 | 936459 | 1168126 | 2322596 | 2090508 | 10087629 | 14479505425 | 28012676 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Gasoline) | 15714067229 | 2942955836 | 34523952 | 27094175 | 91549482 | 24531355 | 101520281 | 157712 | 861844 | 246051 | 51741275 | 1680449 | 109977 | 47109 | 1142159 | 15352 | 7089862 | 78889 | 7372724 | 1005657 | 327875 | 33865345 | 124571 | 3421284 | 55828 | 741228 | 9317945 | 4721529 | 28775363 | 62283709 | 14706694 | 23988876 | 39068661 | 1687309 | 206461 | 362124 | 4353162 | 586302 | 33867757 | 354224062 | 4615621 | 164092 | 91435955 | 0 | 5059242 | 814519902 | 116029701 | 18778919 | 16872852 | 9317974 | 1157574 | 2320375 | 2078251 | 990182 | 14559761825 | 28778949 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (All Fuels) | 1575032492 | 3008455449 | 351116241 | 27682287 | 92299436 | 24715968 | 99267828 | 155072 | 845207 | 239811 | 512493 | 1645236 | 107479 | 46259 | 1111954 | 1509 | 6922635 | 76963 | 7235403 | 992784 | 319808 | 33228736 | 1212689 | 3359175 | 54493 | 743159 | 9349364 | 4737588 | 28828492 | 62511012 | 14763057 | 2407931 | 39179182 | 16921876 | 20706272 | 363329 | 4367819 | 588024 | 33990128 | 355575715 | 4631961 | 164646 | 91728656 | 0 | 5080389 | 817447675 | 116450563 | 18849431 | 16921638 | 9349393 | 1161079 | 232903 | 2084828 | 9959974 | 14719855875 | 28832085 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
5 | 3 | 4 | 3 | 7 | 2 | -15 | -4 | -5 | -6 | -3 | -13 | -15 | -3 | -17 | -13 | -13 | -4 | -4 | -2 | -4 | -4 | -14 | -5 | -13 | 2 | -0 | -1 | 3 | 0 | 1 | -0 | 1 | -0 | 1 | 1 | -1 | 6 | 0 | 1 | -1 | -1 | 1 | 1 | 1 | 1 | 1 | -0 | -0 | -1 | 0 | -0 | -1 | 2 | 3 | 7 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Gasoline ASD | 5 | 2 | 3 | 2 | 6 | 2 | -12 | -1 | -2 | -2 | -0 | -10 | -13 | -1 | -14 | -11 | -10 | -0 | -1 | 1 | -1 | -1 | -11 | -2 | -10 | 3 | 0 | 0 | 3 | 1 | 1 | 0 | 1 | 0 | 1 | 2 | 0 | 6 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | -1 | 1 | 3 | 6 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
0 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Diff (Full-Gasoline) | 0 | 1 | 1 | 1 | 0 | 0 | -3 | -3 | -3 | -4 | -3 | -3 | -3 | -3 | -3 | -2 | -3 | -4 | -3 | -2 | -4 | -3 | -3 | -3 | -3 | -0 | -1 | -1 | -1 | -0 | -0 | -0 | 0 | -1 | -0 | -1 | -1 | -0 | -0 | -0 | -1 | -1 | -0 | 0 | -0 | -0 | -0 | -1 | -1 | -1 | -0 | -1 | -0 | 0 | -1 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
CO | NOx | NH3 | SO2 | TOG | PM25 | PM10 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
(tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Original | 150101341 | 32731036 | 866532 | 243010 | 16933473 | 1137931 | 2299143 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Gasoline) | 157140672 | 33152895 | 915495 | 245314 | 16968671 | 1104651 | 2119854 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (All Fuels) | 157503249 | 33872540 | 922994 | 247160 | 17029036 | 1088181 | 2080859 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
CO | NOx | NH3 | SO2 | TOG | PM25 | PM10 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Gasoline) | 469 | 129 | 565 | 095 | 021 | -292 | -780 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Others) | 024 | 220 | 087 | 076 | 036 | -145 | -170 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (All Fuels) | 493 | 349 | 652 | 171 | 056 | -437 | -949 |
Day | CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
UNIT | (tonday) | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
182 | 550228438 | 106327295 | 12410016 | 978376 | 3097526 | 85524 | 3692358 | 05828 | 32164 | 09439 | 1982122 | 60979 | 03982 | 01755 | 41794 | 00553 | 261122 | 0305 | 274533 | 36658 | 1258 | 1265575 | 4634 | 129277 | 02059 | 25658 | 338348 | 175479 | 1023254 | 2244247 | 512582 | 857433 | 1360711 | 624383 | 725661 | 13351 | 16641 | 19963 | 120452 | 12423053 | 171219 | 06304 | 3162733 | 0 | 177475 | 28598484 | 4002465 | 645216 | 624374 | 338349 | 43329 | 8035 | 7617 | 34333 | 5168692 | 1023382 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
183 | 537367266 | 107724248 | 12543879 | 99099 | 3086094 | 853578 | 3744655 | 05947 | 32867 | 09677 | 2037892 | 61899 | 04033 | 01794 | 42427 | 0056 | 265664 | 03135 | 280343 | 3735 | 12907 | 1293568 | 4721 | 132473 | 02095 | 25534 | 34151 | 178267 | 1025632 | 2260251 | 511359 | 861772 | 1335793 | 633489 | 71717 | 13467 | 170305 | 19717 | 1206267 | 12340176 | 173879 | 0646 | 3123234 | 0 | 175384 | 28436658 | 3965202 | 640552 | 63348 | 341511 | 44099 | 80049 | 77084 | 344469 | 51792735 | 1025761 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
184 | 524232656 | 108102021 | 12573835 | 994349 | 3108055 | 85305 | 3767189 | 05994 | 33115 | 0974 | 2056552 | 62309 | 04057 | 01808 | 4266 | 00563 | 267326 | 03158 | 282457 | 37673 | 12996 | 1303459 | 47485 | 133593 | 02108 | 2553 | 342449 | 178968 | 1026431 | 2265315 | 511591 | 863441 | 1307699 | 635817 | 706542 | 13426 | 171203 | 19604 | 1205115 | 12236018 | 174441 | 06495 | 3088286 | 0 | 172944 | 28236355 | 3940969 | 639273 | 635808 | 34245 | 44287 | 80072 | 77332 | 346535 | 51760745 | 1026559 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
185 | 437339414 | 70771494 | 8430392 | 65261 | 2554665 | 652835 | 2392714 | 03426 | 18156 | 04714 | 1041036 | 39547 | 02628 | 00995 | 26535 | 0037 | 159446 | 01477 | 156552 | 2268 | 06248 | 708848 | 27222 | 71044 | 01251 | 19986 | 220149 | 103124 | 716232 | 1503063 | 390475 | 594014 | 1100178 | 373981 | 558361 | 08258 | 8558 | 1646 | 856388 | 9494965 | 101737 | 03162 | 25514 | 0 | 13759 | 21687227 | 3218595 | 520092 | 373975 | 220149 | 24651 | 62911 | 47591 | 266073 | 371353675 | 716321 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
186 | 460356602 | 75525146 | 89922 | 696409 | 2660844 | 68376 | 2451797 | 0365 | 19389 | 05116 | 1124364 | 40572 | 02684 | 01066 | 26904 | 0038 | 164732 | 01612 | 167406 | 24129 | 06793 | 760597 | 28117 | 76034 | 01292 | 20873 | 232237 | 110239 | 760722 | 158538 | 405862 | 6223 | 113102 | 399241 | 579222 | 0885 | 93215 | 1735 | 896304 | 9833908 | 108414 | 03457 | 2628309 | 0 | 142595 | 22488223 | 3317278 | 536958 | 399235 | 232238 | 26484 | 6489 | 50509 | 269704 | 391283325 | 760819 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
187 | 466285391 | 69133882 | 8308881 | 638114 | 2586251 | 657368 | 220898 | 03192 | 16728 | 04223 | 9228 | 36568 | 02434 | 00921 | 24083 | 00347 | 145739 | 01304 | 145002 | 21461 | 05594 | 65467 | 24551 | 63994 | 01141 | 20251 | 212738 | 97384 | 716428 | 1467955 | 390705 | 581838 | 1133723 | 355243 | 570318 | 08076 | 78022 | 17219 | 848486 | 957288 | 96154 | 02862 | 2602307 | 0 | 140342 | 21817073 | 3261166 | 525695 | 355238 | 212738 | 2311 | 62861 | 45632 | 256768 | 36921515 | 716518 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
188 | 523764766 | 97053799 | 11373191 | 893421 | 2940655 | 804798 | 3429014 | 05337 | 29384 | 08549 | 1746069 | 56685 | 03711 | 01602 | 38916 | 00516 | 241472 | 02737 | 250839 | 33684 | 11389 | 1154287 | 4276 | 115886 | 01903 | 24235 | 312337 | 160363 | 957381 | 2080614 | 482827 | 797937 | 129134 | 571776 | 685173 | 1228 | 150133 | 19081 | 1124692 | 11702819 | 156628 | 05675 | 3002134 | 0 | 167319 | 2691479 | 3796972 | 612161 | 571769 | 312338 | 39463 | 75852 | 70045 | 324192 | 48103885 | 9575 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
189 | 54623043 | 106160977 | 12384537 | 976795 | 3097526 | 854208 | 3691883 | 05815 | 32109 | 09435 | 198159 | 60909 | 03982 | 01752 | 41788 | 00553 | 260946 | 03049 | 274107 | 36551 | 12569 | 1263441 | 46327 | 129164 | 02058 | 25616 | 338089 | 175413 | 102192 | 2242275 | 51188 | 856629 | 1352776 | 624083 | 722837 | 13327 | 16641 | 19913 | 1202703 | 12386981 | 171119 | 06304 | 3151343 | 0 | 176756 | 28521094 | 3992025 | 644018 | 624074 | 33809 | 43316 | 80265 | 76124 | 34333 | 5160629 | 1022047 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
190 | 53116543 | 107262646 | 12483198 | 986686 | 3086095 | 850342 | 3744031 | 05931 | 32794 | 09672 | 2037195 | 61808 | 04033 | 01789 | 4242 | 0056 | 265435 | 03133 | 279785 | 37211 | 12893 | 1290781 | 47193 | 132327 | 02094 | 25466 | 341191 | 17815 | 1023214 | 2257188 | 510354 | 860625 | 1320786 | 63301 | 710484 | 13409 | 170276 | 19584 | 1203064 | 12255844 | 173637 | 06459 | 3099321 | 0 | 17389 | 28269585 | 3943754 | 638108 | 633001 | 341192 | 44074 | 79908 | 77012 | 344469 | 5163537 | 102334 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
191 | 524891445 | 107753467 | 12531854 | 991131 | 3108055 | 851594 | 3766466 | 05976 | 33031 | 09734 | 2055744 | 62203 | 04057 | 01803 | 42652 | 00563 | 26706 | 03155 | 28181 | 37512 | 12979 | 1300229 | 47466 | 133431 | 02106 | 25532 | 342724 | 179051 | 1026228 | 2266327 | 511873 | 863958 | 131055 | 636117 | 706522 | 13422 | 171276 | 19552 | 120584 | 12230721 | 174438 | 06498 | 3089009 | 0 | 173104 | 282377 | 3940945 | 638909 | 636108 | 342725 | 44306 | 80112 | 7737 | 346535 | 51751545 | 1026356 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
192 | 570737461 | 107609492 | 12598414 | 99049 | 3272643 | 884648 | 373492 | 05831 | 32006 | 09243 | 1928432 | 61791 | 0404 | 01748 | 42185 | 00563 | 262281 | 02969 | 273462 | 36967 | 12319 | 1257919 | 4629 | 127207 | 02067 | 26783 | 343146 | 175214 | 1048995 | 2285464 | 533653 | 878332 | 1418767 | 625027 | 751191 | 13372 | 163166 | 2095 | 1237579 | 12870654 | 171085 | 06161 | 330876 | 0 | 183909 | 29619866 | 4194125 | 677781 | 625019 | 343147 | 43058 | 84065 | 76737 | 358219 | 52801195 | 1049125 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
193 | 506663906 | 80068726 | 9548708 | 738433 | 2806584 | 728293 | 2598916 | 03819 | 20323 | 05392 | 1183345 | 42814 | 02848 | 01116 | 28563 | 00403 | 174125 | 01697 | 175577 | 25164 | 07141 | 79695 | 29787 | 79926 | 01366 | 22255 | 247046 | 117042 | 809808 | 1686847 | 432682 | 662495 | 12392 | 424055 | 630282 | 09495 | 98729 | 18585 | 958029 | 10611713 | 115231 | 0366 | 2843806 | 0 | 154956 | 24225735 | 356597 | 573795 | 424049 | 247047 | 28102 | 69231 | 53682 | 285878 | 4170426 | 809909 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
194 | 480171445 | 69576348 | 8370623 | 642269 | 2586251 | 661832 | 220862 | 03183 | 16686 | 0422 | 922399 | 36515 | 02434 | 00919 | 24079 | 00347 | 145607 | 01303 | 144681 | 21381 | 05585 | 653064 | 24542 | 63909 | 0114 | 20405 | 213856 | 97785 | 721438 | 1476366 | 393351 | 585182 | 1162833 | 356827 | 582865 | 08181 | 78215 | 17426 | 856089 | 9723127 | 96615 | 02868 | 2647387 | 0 | 143289 | 22132053 | 3302294 | 530364 | 356822 | 213857 | 23198 | 63291 | 45854 | 256768 | 37170735 | 721527 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
195 | 514098984 | 96871152 | 11344727 | 891681 | 2940655 | 801348 | 3429763 | 05357 | 29471 | 08556 | 1746906 | 56795 | 03711 | 01608 | 38924 | 00516 | 241747 | 02739 | 251509 | 33851 | 11406 | 1157638 | 42779 | 116054 | 01905 | 24134 | 311534 | 160058 | 9539 | 2074731 | 481044 | 795604 | 1273647 | 570586 | 677541 | 12208 | 149956 | 1894 | 1119731 | 1160986 | 15629 | 05669 | 2974876 | 0 | 165547 | 26719587 | 3771461 | 609554 | 570578 | 311535 | 39394 | 75588 | 69885 | 324192 | 47869235 | 954016 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
196 | 505305156 | 104993555 | 12215374 | 965783 | 3097526 | 838421 | 369431 | 05878 | 3239 | 09455 | 1984311 | 61266 | 03982 | 01769 | 41816 | 00553 | 26184 | 03057 | 276279 | 37093 | 12625 | 1274303 | 46391 | 12972 | 02064 | 25168 | 334701 | 174157 | 1006782 | 2217034 | 504093 | 846615 | 1269295 | 619169 | 68661 | 13013 | 16574 | 19309 | 1180321 | 11954337 | 169739 | 06282 | 3022668 | 0 | 168233 | 27613621 | 3874032 | 631053 | 61916 | 334702 | 43036 | 79021 | 75446 | 34333 | 50636745 | 1006907 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
197 | 487192578 | 106198789 | 1231932 | 976569 | 3086095 | 83293 | 3746575 | 05997 | 33089 | 09693 | 2040039 | 62181 | 04033 | 01807 | 42449 | 0056 | 266369 | 03141 | 282057 | 37778 | 12951 | 1302141 | 47259 | 132919 | 02101 | 24983 | 337616 | 176823 | 1006779 | 2230274 | 502062 | 850018 | 1239024 | 627797 | 674126 | 13093 | 169571 | 18953 | 1179805 | 11821744 | 172253 | 06436 | 2970399 | 0 | 165316 | 2735584 | 3823971 | 6243 | 627789 | 337617 | 43776 | 78581 | 76293 | 344469 | 5057890 | 1006904 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
198 | 49923582 | 10749124 | 12476774 | 988517 | 3108055 | 841884 | 3768441 | 06027 | 3326 | 09751 | 2057948 | 62493 | 04057 | 01816 | 42675 | 00563 | 267785 | 03161 | 283573 | 37952 | 13025 | 1309041 | 47517 | 133893 | 02112 | 25249 | 340489 | 178235 | 1016675 | 2250172 | 506967 | 857609 | 1261692 | 632913 | 686379 | 1324 | 170809 | 19214 | 119222 | 11993381 | 17364 | 06482 | 3016465 | 0 | 168195 | 27726475 | 3874357 | 631441 | 632904 | 34049 | 44121 | 7932 | 76933 | 346535 | 5112771 | 1016801 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
199 | 530396289 | 106727471 | 12464324 | 982121 | 3272643 | 870772 | 3736779 | 0588 | 32221 | 09259 | 1930509 | 62063 | 0404 | 0176 | 42206 | 00563 | 262964 | 02974 | 27512 | 37381 | 12362 | 1266209 | 46338 | 127645 | 02072 | 26335 | 339601 | 173908 | 1034275 | 2259677 | 525723 | 868034 | 1339966 | 619951 | 717345 | 13083 | 16245 | 20408 | 1215419 | 12466929 | 169747 | 06138 | 3186974 | 0 | 175815 | 28761121 | 4081381 | 66499 | 619942 | 339602 | 42766 | 8276 | 76037 | 358219 | 51954275 | 1034404 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
200 | 455425312 | 78334146 | 9306249 | 722142 | 2806584 | 711532 | 2600539 | 03861 | 2051 | 05405 | 1185156 | 43051 | 02848 | 01127 | 28582 | 00403 | 174719 | 01702 | 177024 | 25525 | 07179 | 804181 | 29829 | 80305 | 01371 | 21691 | 242846 | 115519 | 791115 | 1655562 | 422963 | 650108 | 1145003 | 418067 | 589438 | 09145 | 97945 | 17882 | 931288 | 10120993 | 113626 | 03634 | 2696019 | 0 | 145283 | 23184473 | 3428287 | 557758 | 41806 | 242847 | 27762 | 67661 | 52849 | 285878 | 407508375 | 791213 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
201 | 443417891 | 68103125 | 8172311 | 628496 | 2586251 | 649292 | 2209629 | 03209 | 16803 | 04228 | 923525 | 36663 | 02434 | 00926 | 24091 | 00347 | 145977 | 01306 | 145581 | 21605 | 05609 | 657565 | 24568 | 64147 | 01143 | 20002 | 210893 | 96718 | 707931 | 1454214 | 386455 | 576435 | 1094107 | 352618 | 553628 | 07924 | 77675 | 16906 | 837111 | 9370323 | 95442 | 02851 | 2541038 | 0 | 136387 | 21383855 | 3203644 | 518849 | 352613 | 210894 | 2296 | 6216 | 45267 | 256768 | 3648849 | 708018 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
202 | 506275586 | 96245244 | 11268118 | 885893 | 2940655 | 797535 | 3430027 | 05363 | 29501 | 08558 | 1747201 | 56833 | 03711 | 01609 | 38927 | 00516 | 241844 | 0274 | 251742 | 33909 | 11412 | 1158805 | 42786 | 116122 | 01906 | 24043 | 310858 | 159801 | 950886 | 2069569 | 479431 | 793521 | 1258334 | 569606 | 670326 | 12145 | 149826 | 18808 | 111526 | 11521637 | 155989 | 05664 | 2949321 | 0 | 163923 | 26536577 | 3747289 | 606176 | 569598 | 310859 | 39338 | 7527 | 69745 | 324192 | 47705325 | 951005 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
203 | 547338828 | 105760361 | 12340909 | 973134 | 3097526 | 853094 | 369194 | 05817 | 32116 | 09435 | 1981656 | 60918 | 03982 | 01753 | 41789 | 00553 | 260968 | 03049 | 274159 | 36564 | 1257 | 1263701 | 46329 | 129181 | 02058 | 25622 | 338164 | 175419 | 1022066 | 224258 | 511993 | 85675 | 135402 | 624142 | 72237 | 13323 | 166408 | 19892 | 1202858 | 12380164 | 171091 | 06304 | 3150869 | 0 | 176772 | 28513777 | 3991186 | 643451 | 624133 | 338165 | 43318 | 80226 | 7613 | 34333 | 5161853 | 1022192 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
204 | 53254207 | 10704957 | 12460326 | 984739 | 3086095 | 850888 | 3744009 | 0593 | 32792 | 09672 | 2037167 | 61804 | 04033 | 01789 | 42419 | 0056 | 265426 | 03133 | 279763 | 37206 | 12892 | 1290673 | 47193 | 132324 | 02093 | 25481 | 34127 | 17818 | 1023754 | 2257865 | 510541 | 860838 | 1328636 | 633131 | 713306 | 13433 | 170296 | 1962 | 1204137 | 12288119 | 173712 | 0646 | 3109189 | 0 | 174584 | 28334482 | 3951195 | 638384 | 633122 | 341271 | 44081 | 79921 | 77028 | 344469 | 51686245 | 1023881 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
205 | 515619609 | 107627998 | 12512426 | 989937 | 3108055 | 848181 | 3767542 | 06004 | 33156 | 09743 | 2056946 | 62361 | 04057 | 0181 | 42664 | 00563 | 267455 | 03159 | 282771 | 37751 | 13004 | 130503 | 47494 | 133682 | 02109 | 25435 | 341849 | 178736 | 1022957 | 2260354 | 510072 | 861558 | 1295969 | 634886 | 701008 | 13366 | 171084 | 19456 | 1201267 | 12165701 | 174167 | 06491 | 3068333 | 0 | 17172 | 28089741 | 3921216 | 636421 | 634877 | 34185 | 44235 | 79825 | 77205 | 346535 | 51523755 | 1023086 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
206 | 559155352 | 107678438 | 12602854 | 991097 | 3272643 | 881082 | 373616 | 05864 | 32149 | 09254 | 1929816 | 61972 | 0404 | 01756 | 42199 | 00563 | 262735 | 02972 | 274566 | 37243 | 12348 | 1263435 | 46322 | 127496 | 0207 | 26663 | 3421 | 174831 | 1045125 | 2278138 | 531379 | 875306 | 1398521 | 623552 | 742421 | 13296 | 162955 | 20818 | 1231437 | 12767202 | 170731 | 06154 | 3277265 | 0 | 181828 | 29396121 | 416439 | 674231 | 623543 | 342101 | 42974 | 837 | 76534 | 358219 | 52570925 | 1045256 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
207 | 506870938 | 80356079 | 9587531 | 741122 | 2806584 | 728165 | 2599178 | 03826 | 20353 | 05394 | 1183638 | 42852 | 02848 | 01118 | 28566 | 00403 | 174221 | 01697 | 175811 | 25222 | 07147 | 798117 | 29794 | 79988 | 01367 | 22261 | 247053 | 117049 | 809886 | 1687054 | 432752 | 662563 | 1241587 | 424082 | 631846 | 09503 | 98727 | 18603 | 958509 | 10630759 | 115263 | 0366 | 2848736 | 0 | 155291 | 24260281 | 3570318 | 574108 | 424077 | 247054 | 28103 | 69235 | 53687 | 285878 | 41704265 | 809987 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
208 | 476776602 | 69695103 | 8385077 | 643367 | 2586251 | 660413 | 2208886 | 0319 | 16717 | 04222 | 922697 | 36554 | 02434 | 00921 | 24082 | 00347 | 145705 | 01304 | 144919 | 2144 | 05592 | 654254 | 24549 | 63971 | 01141 | 20373 | 213595 | 97696 | 720109 | 1474549 | 392821 | 584509 | 1161592 | 356457 | 583248 | 0817 | 78156 | 17397 | 855266 | 9725438 | 96542 | 02866 | 2647238 | 0 | 143323 | 22128208 | 3301278 | 530069 | 356452 | 213596 | 23177 | 63218 | 45806 | 256768 | 3708495 | 720199 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
209 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
210 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
211 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
212 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
total | 15714067229 | 2942955836 | 34523952 | 27094175 | 91549482 | 24531355 | 101520281 | 157712 | 861844 | 246051 | 51741275 | 1680449 | 109977 | 47109 | 1142159 | 15352 | 7089862 | 78889 | 7372724 | 1005657 | 327875 | 33865345 | 124571 | 3421284 | 55828 | 741228 | 9317945 | 4721529 | 28775363 | 62283709 | 14706694 | 23988876 | 39068661 | 1687309 | 206461 | 362124 | 4353162 | 586302 | 33867757 | 354224062 | 4615621 | 164092 | 91435955 | 0 | 5059242 | 814519902 | 116029701 | 18778919 | 16872852 | 9317974 | 1157574 | 2320375 | 2078251 | 990182 | 14559761825 | 28778949 |
Day | CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
UNIT | (tonday) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
182 | 550345586 | 107608145 | 12502397 | 989691 | 310828 | 856831 | 3567357 | 05658 | 31135 | 09072 | 1925412 | 59006 | 03847 | 01701 | 40203 | 00538 | 251843 | 0293 | 265952 | 35758 | 12101 | 1225573 | 44545 | 124863 | 01985 | 25582 | 336239 | 174088 | 1017571 | 2232628 | 511447 | 853645 | 1360904 | 619321 | 724954 | 13268 | 164723 | 19963 | 1200083 | 12409099 | 169924 | 06238 | 3161849 | 0 | 177483 | 28549587 | 4000557 | 64479 | 619313 | 33624 | 42945 | 802 | 7563 | 343193 | 51868765 | 1017698 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
183 | 537438633 | 109041016 | 12638774 | 100262 | 3097112 | 855209 | 3615965 | 05772 | 31804 | 09299 | 1979617 | 59866 | 03894 | 01738 | 40789 | 00544 | 256102 | 03011 | 271484 | 36421 | 12412 | 1252267 | 45359 | 12793 | 02019 | 25454 | 339312 | 176817 | 1019732 | 2248136 | 510174 | 857823 | 1335979 | 628221 | 716431 | 13381 | 168547 | 19717 | 120164 | 12325565 | 17253 | 06391 | 3122314 | 0 | 175391 | 28385635 | 396321 | 640107 | 628212 | 339313 | 43698 | 79893 | 76522 | 344328 | 51979475 | 1019861 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
184 | 524297539 | 109431494 | 12669756 | 1006093 | 3119112 | 854717 | 3637993 | 05818 | 32046 | 0936 | 1998384 | 60268 | 03917 | 01752 | 41016 | 00547 | 257721 | 03033 | 273546 | 36738 | 12498 | 126191 | 45626 | 129037 | 02032 | 2545 | 340238 | 17751 | 102049 | 2253131 | 510399 | 859472 | 1307884 | 630517 | 705801 | 13339 | 169436 | 19604 | 1200464 | 12221405 | 173084 | 06426 | 3087361 | 0 | 172953 | 28185151 | 3938969 | 638826 | 630508 | 340239 | 43884 | 79915 | 76767 | 346394 | 51951515 | 1020616 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
185 | 437773125 | 71651963 | 8499877 | 660438 | 2559784 | 654214 | 234319 | 03353 | 17714 | 04555 | 102468 | 38765 | 02574 | 00972 | 25916 | 00364 | 155698 | 01427 | 152824 | 22287 | 0604 | 691445 | 26498 | 69363 | 01221 | 19958 | 219436 | 10265 | 714026 | 1499196 | 390105 | 592737 | 1100361 | 372201 | 558199 | 08232 | 8501 | 1646 | 854921 | 9492202 | 101298 | 0314 | 2551174 | 0 | 13766 | 21673279 | 3218082 | 51996 | 372195 | 219437 | 24518 | 62861 | 47403 | 266018 | 372933275 | 714115 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
186 | 460812227 | 7647417 | 9068168 | 704854 | 2666135 | 685308 | 2398465 | 03567 | 18889 | 04935 | 1114379 | 3971 | 02625 | 0104 | 26224 | 00373 | 160574 | 01558 | 163208 | 23682 | 06556 | 74093 | 27313 | 74439 | 01259 | 20839 | 231264 | 109585 | 758062 | 1579993 | 405349 | 620526 | 1131224 | 396854 | 578962 | 08812 | 92423 | 1735 | 894257 | 982927 | 107805 | 03426 | 2627979 | 0 | 142668 | 22467942 | 3316533 | 536773 | 396848 | 231265 | 26303 | 6482 | 50254 | 269624 | 39305575 | 758156 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
187 | 466855312 | 69961797 | 8376148 | 645492 | 2590594 | 658759 | 2169618 | 0313 | 16352 | 04086 | 917595 | 35933 | 0239 | 00901 | 23586 | 00342 | 142659 | 01264 | 141828 | 21123 | 05415 | 639808 | 23956 | 62852 | 01117 | 20227 | 212105 | 96954 | 714576 | 1464468 | 39038 | 580678 | 1133938 | 353649 | 570182 | 08052 | 77503 | 17219 | 84716 | 9570711 | 95755 | 02842 | 2602123 | 0 | 14042 | 21804966 | 326074 | 525581 | 353644 | 212105 | 2299 | 62815 | 45462 | 25671 | 37080305 | 714664 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
188 | 523926797 | 98123252 | 11448221 | 90285 | 2950578 | 806024 | 3314088 | 05186 | 28463 | 08223 | 1691687 | 54876 | 03587 | 01554 | 37449 | 00502 | 233009 | 02629 | 243179 | 32884 | 10962 | 1118634 | 41122 | 111822 | 01836 | 24168 | 310455 | 159117 | 952362 | 2070222 | 481815 | 794547 | 1291528 | 567256 | 684523 | 12206 | 148622 | 19081 | 1120711 | 11689817 | 155469 | 05615 | 3001324 | 0 | 167308 | 26870459 | 3795227 | 611778 | 567248 | 310456 | 39119 | 75718 | 69562 | 324067 | 48243285 | 952481 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
189 | 546350859 | 107439736 | 12476725 | 988092 | 310828 | 855801 | 3566882 | 05646 | 31079 | 09068 | 1924878 | 58935 | 03847 | 01698 | 40197 | 00538 | 251668 | 02929 | 265526 | 35652 | 1209 | 1223441 | 44532 | 124751 | 01984 | 2554 | 335979 | 17402 | 1016236 | 2230646 | 510745 | 85284 | 1352971 | 619018 | 72213 | 13245 | 164722 | 19913 | 1198262 | 12373021 | 169823 | 06238 | 3150458 | 0 | 176764 | 28472209 | 3990119 | 643592 | 619009 | 33598 | 42931 | 80115 | 75583 | 343193 | 51788525 | 1016362 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
190 | 531243477 | 108574492 | 12577657 | 998272 | 3097112 | 851977 | 3615337 | 05756 | 31731 | 09294 | 197892 | 59775 | 03894 | 01734 | 40781 | 00544 | 255873 | 03009 | 270926 | 36282 | 12398 | 124948 | 45343 | 127785 | 02017 | 25387 | 338992 | 176701 | 1017314 | 2245073 | 50917 | 856676 | 1320973 | 62774 | 709745 | 13323 | 168518 | 19584 | 1198439 | 12241244 | 172288 | 0639 | 3098398 | 0 | 173897 | 28218577 | 3941761 | 637662 | 627731 | 338993 | 43673 | 79751 | 7645 | 344328 | 5182256 | 1017441 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
191 | 524970508 | 109080293 | 12627539 | 1002852 | 3119112 | 853268 | 3637274 | 058 | 31962 | 09354 | 1997575 | 60162 | 03917 | 01747 | 41007 | 00547 | 257455 | 03031 | 272899 | 36577 | 12481 | 1258679 | 45607 | 128874 | 0203 | 25452 | 340515 | 177595 | 1020288 | 2254155 | 510683 | 859993 | 1310739 | 630823 | 705782 | 13336 | 16951 | 19552 | 1201195 | 12216127 | 173083 | 06428 | 3088084 | 0 | 173114 | 28186562 | 3938949 | 638463 | 630814 | 340516 | 43904 | 79955 | 76805 | 346394 | 5194325 | 1020416 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
192 | 570961172 | 108849863 | 12687565 | 1001446 | 3283233 | 886188 | 3613413 | 05669 | 3102 | 08893 | 1873324 | 59876 | 03909 | 01696 | 40637 | 00548 | 253301 | 02854 | 265248 | 36109 | 11861 | 1219671 | 44552 | 122947 | 01995 | 26711 | 341175 | 173911 | 1043625 | 2274608 | 532595 | 874787 | 141898 | 620277 | 750536 | 13295 | 161587 | 2095 | 1233427 | 12857703 | 169873 | 06099 | 3307937 | 0 | 183919 | 29574299 | 4192343 | 677384 | 620268 | 341176 | 42698 | 83924 | 76231 | 358088 | 5297687 | 1043756 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
193 | 507163867 | 81065264 | 9628386 | 7473 | 2812204 | 729916 | 25425 | 03732 | 19798 | 05202 | 1172352 | 41903 | 02785 | 01089 | 27844 | 00396 | 169738 | 0164 | 171168 | 24694 | 06892 | 776299 | 28939 | 78231 | 01331 | 22219 | 246034 | 116361 | 807032 | 1681241 | 432148 | 660647 | 1239423 | 421569 | 630014 | 09456 | 97905 | 18585 | 955898 | 1060692 | 114598 | 03627 | 2843462 | 0 | 155034 | 24204695 | 3565198 | 573603 | 421563 | 246035 | 27913 | 69158 | 53417 | 285795 | 418902575 | 807132 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
194 | 48075875 | 704079 | 8438246 | 649678 | 2590594 | 663229 | 216926 | 03121 | 1631 | 04083 | 917194 | 3588 | 0239 | 00899 | 23581 | 00342 | 142527 | 01263 | 141507 | 21043 | 05406 | 638202 | 23947 | 62767 | 01116 | 20381 | 213227 | 97358 | 71959 | 1472901 | 393028 | 584029 | 1163052 | 355241 | 582733 | 08157 | 77699 | 17426 | 854771 | 9721018 | 96218 | 02848 | 2647207 | 0 | 143368 | 22120122 | 3301873 | 530251 | 355236 | 213228 | 23079 | 63245 | 45685 | 25671 | 373304375 | 719679 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
195 | 514250234 | 97938555 | 11419491 | 901091 | 2950577 | 802572 | 3314836 | 05205 | 2855 | 08229 | 1692527 | 54985 | 03587 | 01559 | 37458 | 00502 | 233285 | 02631 | 243849 | 33051 | 10979 | 1121986 | 41142 | 11199 | 01838 | 24067 | 309651 | 158812 | 948876 | 2064328 | 480031 | 79221 | 1273831 | 566062 | 67689 | 12134 | 148445 | 1894 | 1115749 | 11596826 | 155129 | 05609 | 2974066 | 0 | 165536 | 26675222 | 3769716 | 609171 | 566054 | 309652 | 3905 | 75454 | 69402 | 324067 | 48008575 | 948992 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
196 | 505387695 | 106259365 | 12306235 | 97696 | 310828 | 840006 | 3569312 | 05709 | 31361 | 09089 | 1927599 | 59292 | 03847 | 01715 | 40225 | 00538 | 252561 | 02937 | 267698 | 36194 | 12146 | 1234302 | 44595 | 125307 | 0199 | 25091 | 332582 | 17276 | 1001081 | 2205363 | 502953 | 842812 | 1269477 | 614087 | 685899 | 1293 | 164046 | 19309 | 1175865 | 11940255 | 168439 | 06216 | 3021779 | 0 | 16824 | 27564502 | 3872111 | 630624 | 614079 | 332583 | 42649 | 7887 | 74904 | 343193 | 5081793 | 1001204 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
197 | 487229883 | 107500098 | 12412637 | 988061 | 3097112 | 834552 | 3617882 | 05822 | 32026 | 09315 | 1981765 | 60148 | 03894 | 01751 | 40811 | 00544 | 256807 | 03017 | 273199 | 36849 | 12456 | 1260839 | 45409 | 128377 | 02024 | 24903 | 335408 | 175368 | 1000858 | 2218107 | 500871 | 846053 | 1239199 | 622508 | 673382 | 13007 | 167806 | 18953 | 117516 | 11807014 | 170898 | 06367 | 2969467 | 0 | 16532 | 27304531 | 3821966 | 623853 | 622499 | 335409 | 43374 | 78424 | 75728 | 344328 | 50764745 | 1000983 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
198 | 499280117 | 108814004 | 12571898 | 1000199 | 3119112 | 84354 | 3639248 | 05851 | 32191 | 09371 | 199978 | 60451 | 03917 | 0176 | 4103 | 00547 | 25818 | 03037 | 274662 | 37017 | 12527 | 1267492 | 45659 | 129337 | 02035 | 25169 | 338273 | 176774 | 101072 | 2237961 | 505773 | 853631 | 1261871 | 627602 | 685635 | 13154 | 169038 | 19214 | 1187561 | 11978667 | 17228 | 06413 | 3015536 | 0 | 168202 | 27675078 | 3872352 | 630993 | 627593 | 338274 | 43717 | 79163 | 76367 | 346394 | 51317375 | 1010846 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
199 | 530561562 | 107957803 | 12552368 | 992981 | 3283233 | 87229 | 3615271 | 05717 | 31235 | 08908 | 1875401 | 60148 | 03909 | 01709 | 40658 | 00548 | 253982 | 02859 | 266907 | 36522 | 11904 | 1227961 | 446 | 123384 | 02 | 26262 | 337616 | 172598 | 1028883 | 2248752 | 524659 | 864469 | 1340166 | 615175 | 716681 | 13005 | 160862 | 20408 | 1211242 | 12453776 | 168528 | 06075 | 3186141 | 0 | 175822 | 28715171 | 4079582 | 664589 | 615166 | 337618 | 42404 | 82619 | 75528 | 358088 | 5212733 | 1029012 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
200 | 455853828 | 7931667 | 93846 | 730882 | 2812204 | 71313 | 2544122 | 03774 | 19985 | 05216 | 1174162 | 4214 | 02785 | 011 | 27863 | 00396 | 170332 | 01645 | 172614 | 25055 | 0693 | 783529 | 28981 | 78611 | 01336 | 21654 | 24182 | 11483 | 788314 | 1649881 | 422421 | 648239 | 1145206 | 415553 | 58916 | 09106 | 97111 | 17882 | 92913 | 10116039 | 112985 | 03602 | 2695664 | 0 | 145357 | 2316293 | 3427494 | 557562 | 415548 | 24182 | 27572 | 67587 | 52581 | 285795 | 40933975 | 788412 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
201 | 443959492 | 68923154 | 8238903 | 635802 | 2590594 | 650676 | 2170269 | 03147 | 16427 | 04092 | 918321 | 36028 | 0239 | 00906 | 23593 | 00342 | 142897 | 01266 | 142407 | 21267 | 0543 | 642702 | 23973 | 63005 | 01118 | 19979 | 210256 | 96286 | 706068 | 1450708 | 386127 | 575268 | 1094315 | 351016 | 55349 | 079 | 77153 | 16906 | 835777 | 9368105 | 95041 | 0283 | 2540853 | 0 | 136464 | 21371643 | 3203213 | 518734 | 351012 | 210257 | 2284 | 62113 | 45097 | 25671 | 366466925 | 706156 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
202 | 506423203 | 97306289 | 11342378 | 895246 | 2950578 | 79876 | 33151 | 05212 | 2858 | 08231 | 1692819 | 55024 | 03587 | 01561 | 37461 | 00502 | 233381 | 02632 | 244082 | 3311 | 10985 | 1123153 | 41149 | 112058 | 01838 | 23976 | 308973 | 158553 | 94586 | 2059155 | 478417 | 790123 | 1258522 | 565078 | 669674 | 1207 | 148313 | 18808 | 1111272 | 11508597 | 154828 | 05605 | 2948513 | 0 | 163911 | 26492124 | 3745542 | 605793 | 56507 | 308974 | 38993 | 75136 | 69262 | 324067 | 47844705 | 945979 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
203 | 547465781 | 107036797 | 12432935 | 984409 | 310828 | 854689 | 3566939 | 05647 | 31086 | 09069 | 1924944 | 58944 | 03847 | 01699 | 40198 | 00538 | 251689 | 02929 | 265577 | 35665 | 12091 | 1223699 | 44534 | 124767 | 01984 | 25546 | 336056 | 174028 | 1016385 | 2230966 | 510859 | 852962 | 1354217 | 619082 | 721664 | 1324 | 164722 | 19892 | 1198422 | 12366207 | 169797 | 06238 | 3149984 | 0 | 176781 | 28464958 | 3989279 | 643025 | 619074 | 336057 | 42933 | 80076 | 7559 | 343193 | 51800855 | 1016511 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
204 | 532626055 | 108359941 | 1255475 | 996315 | 3097112 | 852527 | 3615315 | 05755 | 31729 | 09294 | 1978892 | 59771 | 03894 | 01733 | 40781 | 00544 | 255864 | 03009 | 270904 | 36277 | 12397 | 1249371 | 45342 | 127781 | 02017 | 25402 | 339072 | 176731 | 1017856 | 2245757 | 509357 | 856891 | 1328824 | 627864 | 712568 | 13347 | 168539 | 1962 | 1199515 | 12273542 | 172364 | 06391 | 3108267 | 0 | 174592 | 28283545 | 3949206 | 637939 | 627856 | 339073 | 43681 | 79765 | 76466 | 344328 | 5187411 | 1017984 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
205 | 515687812 | 108950957 | 12607778 | 1001624 | 3119112 | 849856 | 3638351 | 05828 | 32087 | 09363 | 1998777 | 6032 | 03917 | 01754 | 4102 | 00547 | 25785 | 03034 | 27386 | 36817 | 12506 | 1263481 | 45635 | 129125 | 02033 | 25355 | 339638 | 177278 | 1017015 | 224817 | 50888 | 857588 | 1296155 | 629587 | 700267 | 1328 | 169317 | 19456 | 1196616 | 12151095 | 172811 | 06422 | 3067405 | 0 | 17173 | 28038574 | 3919215 | 635975 | 629578 | 339639 | 43832 | 79668 | 76639 | 346394 | 5171572 | 1017142 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
206 | 559365742 | 108920059 | 12692112 | 1002062 | 3283233 | 882623 | 3614648 | 05701 | 31163 | 08903 | 1874705 | 60057 | 03909 | 01704 | 40651 | 00548 | 253754 | 02857 | 266352 | 36384 | 11889 | 1225186 | 44584 | 123236 | 01998 | 26592 | 340126 | 173526 | 1039753 | 2267264 | 53032 | 871758 | 1398732 | 618797 | 741763 | 13219 | 161374 | 20818 | 1227278 | 12754191 | 169517 | 06092 | 327644 | 0 | 181838 | 29350454 | 416261 | 673834 | 618788 | 340127 | 42613 | 8356 | 76027 | 358088 | 5274666 | 1039882 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
207 | 507372734 | 8135666 | 9667616 | 750024 | 2812204 | 729794 | 2542762 | 03739 | 19828 | 05205 | 1172643 | 41941 | 02785 | 0109 | 27847 | 00396 | 169834 | 01641 | 171401 | 24753 | 06898 | 777465 | 28946 | 78294 | 01332 | 22225 | 246041 | 116369 | 80711 | 1681456 | 432219 | 660718 | 1241812 | 421599 | 631578 | 09464 | 97904 | 18603 | 956381 | 10625994 | 114631 | 03627 | 2848392 | 0 | 155368 | 24239277 | 3569548 | 573916 | 421593 | 246042 | 27915 | 69161 | 53422 | 285795 | 418907975 | 807211 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
208 | 477357266 | 70527383 | 845277 | 650783 | 2590594 | 661812 | 2169527 | 03128 | 16341 | 04085 | 917493 | 35919 | 0239 | 00901 | 23585 | 00342 | 142625 | 01263 | 141745 | 21102 | 05412 | 639393 | 23954 | 62828 | 01116 | 2035 | 212966 | 97268 | 718259 | 1471079 | 392498 | 583355 | 116181 | 354871 | 583115 | 08146 | 7764 | 17397 | 853948 | 9723323 | 96145 | 02846 | 264706 | 0 | 143402 | 22116257 | 3300857 | 529956 | 354866 | 212966 | 23057 | 63172 | 45638 | 25671 | 37244745 | 71835 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
209 | 493879023 | 97750146 | 11382499 | 899234 | 2950577 | 794794 | 3316314 | 05244 | 28721 | 08241 | 1694174 | 55201 | 03587 | 01569 | 37475 | 00502 | 233825 | 02636 | 245164 | 3338 | 11013 | 1128563 | 4118 | 11233 | 01842 | 23848 | 308 | 158231 | 941328 | 2052231 | 476285 | 787461 | 1235654 | 563737 | 661815 | 11993 | 148141 | 18673 | 110552 | 11418068 | 154535 | 05599 | 2918821 | 0 | 161856 | 26288225 | 3719234 | 603418 | 563729 | 308001 | 38919 | 74874 | 69082 | 324067 | 4750861 | 941445 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
210 | 501601797 | 106766592 | 12363163 | 98161 | 310828 | 837056 | 3570248 | 05733 | 31469 | 09097 | 1928644 | 59429 | 03847 | 01721 | 40236 | 00538 | 252905 | 0294 | 268534 | 36402 | 12168 | 1238481 | 4462 | 125539 | 01993 | 25052 | 332394 | 172695 | 999385 | 2203632 | 502447 | 842257 | 1266022 | 613797 | 684529 | 1291 | 164011 | 19257 | 1174648 | 11926206 | 168402 | 06215 | 3017098 | 0 | 167892 | 27530923 | 3867845 | 629654 | 613788 | 332395 | 42633 | 78788 | 74864 | 343193 | 50673465 | 999509 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
211 | 499065391 | 1080754 | 12491169 | 993448 | 3097112 | 838422 | 3617741 | 05818 | 32009 | 09314 | 1981601 | 60127 | 03894 | 0175 | 40809 | 00544 | 256754 | 03017 | 273069 | 36816 | 12453 | 1260192 | 45405 | 128356 | 02024 | 25033 | 336342 | 175714 | 1005075 | 2225249 | 503128 | 848925 | 1262951 | 62386 | 684556 | 13092 | 167969 | 19123 | 1181768 | 1194052 | 171272 | 06372 | 3008639 | 0 | 16793 | 27580256 | 3858219 | 627769 | 623851 | 336343 | 4345 | 78764 | 75918 | 344328 | 5101658 | 1005201 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
212 | 510059453 | 108986191 | 1260348 | 1001878 | 3119112 | 847428 | 3638601 | 05834 | 32116 | 09365 | 1999056 | 60356 | 03917 | 01756 | 41023 | 00547 | 257942 | 03035 | 274084 | 36873 | 12512 | 1264602 | 45642 | 129189 | 02033 | 25287 | 339179 | 1771 | 1014762 | 2244555 | 507774 | 85619 | 1282462 | 628914 | 693614 | 1323 | 169223 | 19361 | 1193048 | 12073188 | 172611 | 06419 | 3044861 | 0 | 170169 | 27880522 | 3899013 | 633856 | 628905 | 33918 | 43792 | 79466 | 76542 | 346394 | 5157857 | 1014889 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
1575032492 | 3008455449 | 351116241 | 27682287 | 92299436 | 24715968 | 99267828 | 155072 | 845207 | 239811 | 512493 | 1645236 | 107479 | 46259 | 1111954 | 1509 | 6922635 | 76963 | 7235403 | 992784 | 319808 | 33228736 | 1212689 | 3359175 | 54493 | 743159 | 9349364 | 4737588 | 28828492 | 62511012 | 14763057 | 2407931 | 39179182 | 16921876 | 20706272 | 363329 | 4367819 | 588024 | 33990128 | 355575715 | 4631961 | 164646 | 91728656 | 0 | 5080389 | 817447675 | 116450563 | 18849431 | 16921638 | 9349393 | 1161079 | 232903 | 2084828 | 9959974 | 14719855875 | 28832085 |
Day | CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
UNIT | (tonday) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
182 | 527521289 | 104187705 | 12096017 | 95816 | 2916008 | 843671 | 4167513 | 05895 | 3271 | 09609 | 1985614 | 67723 | 04539 | 01768 | 48289 | 00617 | 288101 | 03065 | 278758 | 36556 | 1268 | 1275076 | 51515 | 131479 | 02273 | 25075 | 337565 | 175434 | 993582 | 2229801 | 50918 | 856529 | 1353648 | 623222 | 720678 | 13149 | 166413 | 18945 | 119824 | 12369397 | 171206 | 06304 | 3144352 | 0 | 176114 | 28465674 | 3984323 | 641234 | 623213 | 337566 | 43272 | 80196 | 76002 | 347433 | 51099815 | 993707 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
183 | 516131016 | 10563458 | 12237189 | 971244 | 2904136 | 842359 | 4225359 | 06016 | 33424 | 0985 | 2041453 | 68736 | 04596 | 01806 | 49006 | 00624 | 292997 | 0315 | 284641 | 37257 | 13009 | 1303341 | 52451 | 134711 | 02313 | 2499 | 340949 | 178289 | 997305 | 2247655 | 508591 | 861603 | 1329856 | 632622 | 712877 | 13274 | 170318 | 18739 | 1201132 | 12297847 | 173919 | 0646 | 3108173 | 0 | 174193 | 28330491 | 3951694 | 637453 | 632614 | 34095 | 44055 | 79982 | 7696 | 348596 | 51223245 | 997429 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
184 | 503450664 | 106042188 | 12271257 | 974882 | 2924994 | 841786 | 425044 | 06064 | 33675 | 09914 | 2060127 | 69181 | 04623 | 0182 | 49274 | 00628 | 2948 | 03173 | 286774 | 37578 | 13098 | 1313258 | 52754 | 135841 | 02327 | 24987 | 341892 | 17899 | 998159 | 2252749 | 508832 | 863277 | 1302012 | 634953 | 702371 | 13233 | 171216 | 18626 | 1200029 | 12194872 | 174479 | 06495 | 3073632 | 0 | 171785 | 28132668 | 3927747 | 63619 | 634944 | 341893 | 44243 | 80006 | 77209 | 35068 | 51189375 | 998281 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
185 | 412640312 | 68845259 | 8147964 | 634411 | 2409311 | 641414 | 2740057 | 03459 | 18482 | 04837 | 1043001 | 44355 | 03036 | 01 | 31243 | 00417 | 178836 | 01486 | 15917 | 22469 | 06307 | 71325 | 30963 | 72514 | 01405 | 19276 | 218121 | 102629 | 684281 | 1479467 | 383548 | 588276 | 1089621 | 37107 | 55067 | 0805 | 85518 | 15417 | 843984 | 9385507 | 101387 | 03162 | 2517846 | 0 | 135598 | 21423406 | 3175189 | 511009 | 371065 | 218121 | 2451 | 62264 | 47169 | 269326 | 3656006 | 684366 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
186 | 433033164 | 73375015 | 867765 | 676099 | 2507971 | 671238 | 281798 | 03669 | 19663 | 05239 | 1125698 | 45582 | 03115 | 01067 | 31891 | 00429 | 18506 | 01619 | 169581 | 23769 | 06841 | 762396 | 3207 | 7744 | 01454 | 20091 | 229999 | 109689 | 725827 | 1559375 | 398227 | 615963 | 1119706 | 396025 | 570644 | 0862 | 93147 | 16195 | 882599 | 971358 | 108043 | 03457 | 2591316 | 0 | 140381 | 22197629 | 3269388 | 526941 | 396019 | 229999 | 26328 | 64165 | 50043 | 273629 | 38495705 | 725918 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
187 | 436329062 | 66922847 | 7985676 | 617234 | 2439078 | 644435 | 2547927 | 03206 | 16962 | 04337 | 923902 | 41163 | 02833 | 00921 | 2868 | 00392 | 164437 | 01311 | 146909 | 21092 | 05635 | 65571 | 28191 | 65259 | 0129 | 19397 | 210028 | 96685 | 679347 | 1438193 | 381735 | 573865 | 1120289 | 351393 | 560384 | 07834 | 77932 | 16007 | 832386 | 9428972 | 95666 | 02862 | 2558507 | 0 | 137795 | 21471216 | 3203411 | 513796 | 351388 | 210028 | 22924 | 61948 | 45072 | 260426 | 362687875 | 679432 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
188 | 501372383 | 95002676 | 11072416 | 874043 | 2768458 | 793734 | 3877832 | 054 | 29896 | 08711 | 1749341 | 63047 | 04237 | 01614 | 45048 | 00576 | 266934 | 02751 | 254808 | 33581 | 11483 | 116314 | 47645 | 117959 | 02106 | 23658 | 311449 | 160278 | 928444 | 2065771 | 479206 | 796619 | 1284231 | 57049 | 680104 | 12084 | 15013 | 18094 | 1118042 | 11645947 | 156587 | 05675 | 2982958 | 0 | 165942 | 26774353 | 3777099 | 60786 | 570481 | 31145 | 39399 | 75651 | 69859 | 328078 | 4754195 | 928561 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
189 | 523637695 | 104034453 | 12072527 | 956702 | 2916008 | 842744 | 4167044 | 05883 | 32656 | 09606 | 1985091 | 67655 | 04539 | 01764 | 48284 | 00617 | 287929 | 03064 | 27834 | 36452 | 12669 | 1272988 | 51503 | 131369 | 02272 | 25034 | 337313 | 175369 | 992318 | 2227886 | 508499 | 855748 | 1345992 | 62293 | 717929 | 13127 | 166414 | 18898 | 119647 | 12334379 | 171111 | 06304 | 3133279 | 0 | 175412 | 28390537 | 3974153 | 640067 | 622921 | 337314 | 43259 | 80114 | 75957 | 347433 | 51024665 | 992444 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
190 | 510116523 | 105199639 | 12180325 | 967191 | 2904136 | 839198 | 4224749 | 06001 | 33353 | 09845 | 2040769 | 68646 | 04596 | 01802 | 48999 | 00624 | 292772 | 03148 | 284094 | 3712 | 12995 | 1300601 | 52435 | 134568 | 02311 | 24926 | 340637 | 178174 | 995043 | 2244696 | 507615 | 860476 | 1315009 | 632154 | 706271 | 13217 | 170289 | 18612 | 1197995 | 12214474 | 173678 | 06459 | 3084567 | 0 | 172719 | 28165559 | 3930524 | 635055 | 632145 | 340638 | 44031 | 79843 | 76889 | 348596 | 5106909 | 995166 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
191 | 503891562 | 105700977 | 12230387 | 971735 | 2924994 | 840322 | 4249734 | 06046 | 33593 | 09908 | 2059337 | 69077 | 04623 | 01816 | 49265 | 00628 | 29454 | 0317 | 286142 | 3742 | 13082 | 1310098 | 52735 | 135682 | 02325 | 24989 | 342152 | 17907 | 997955 | 2253701 | 509089 | 863755 | 1304632 | 635239 | 702278 | 1323 | 171288 | 18576 | 1200693 | 12188588 | 174473 | 06498 | 3074044 | 0 | 171926 | 28131846 | 3927404 | 635797 | 63523 | 342154 | 44262 | 80042 | 77244 | 35068 | 51178825 | 998079 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
192 | 544858086 | 105312734 | 12261509 | 968791 | 3082353 | 871822 | 4221925 | 05895 | 3254 | 09418 | 1931802 | 68663 | 04611 | 01759 | 48831 | 00628 | 289827 | 02983 | 277625 | 36816 | 12417 | 1266768 | 51581 | 129416 | 02285 | 26099 | 341898 | 175032 | 1015488 | 2266757 | 528848 | 875917 | 1409757 | 623227 | 74485 | 13146 | 163151 | 19814 | 1228818 | 1279431 | 170967 | 06161 | 3283715 | 0 | 182207 | 29432878 | 4166435 | 671874 | 623218 | 341899 | 4297 | 83736 | 76476 | 362433 | 52152005 | 1015614 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
193 | 476778438 | 77749429 | 9209822 | 71653 | 2644341 | 714915 | 2986949 | 0384 | 20618 | 05523 | 1184799 | 4813 | 03304 | 01118 | 3385 | 00455 | 195686 | 01705 | 177915 | 24792 | 07193 | 799032 | 33978 | 81425 | 01538 | 21429 | 244699 | 116469 | 772873 | 1659478 | 424661 | 655869 | 1226457 | 42068 | 620931 | 09251 | 98658 | 17364 | 943539 | 1048174 | 11484 | 0366 | 2803787 | 0 | 152545 | 23913462 | 3514915 | 563255 | 420673 | 2447 | 27938 | 68472 | 53193 | 289938 | 4102799 | 77297 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
194 | 449196914 | 6732082 | 8041113 | 620969 | 2439078 | 64876 | 2547578 | 03197 | 16921 | 04334 | 923512 | 41112 | 02833 | 00919 | 28676 | 00392 | 164308 | 01309 | 146596 | 21014 | 05627 | 654148 | 28182 | 65177 | 01289 | 1954 | 211103 | 97073 | 683947 | 1446197 | 384249 | 577074 | 1148655 | 352918 | 572572 | 07935 | 78124 | 16201 | 839693 | 9574733 | 96115 | 02868 | 2602206 | 0 | 140654 | 21776494 | 3243127 | 51826 | 352913 | 211104 | 2301 | 62359 | 45286 | 260426 | 36511305 | 684033 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
195 | 492119414 | 94837139 | 11046455 | 872464 | 2768458 | 790245 | 3878569 | 05419 | 29981 | 08717 | 1750161 | 63155 | 04237 | 01619 | 45056 | 00576 | 267203 | 02753 | 255463 | 33744 | 115 | 1166415 | 47664 | 118123 | 02108 | 23562 | 310663 | 159977 | 925157 | 2060046 | 477474 | 794333 | 1266519 | 569321 | 672527 | 12013 | 149954 | 17957 | 111318 | 11553611 | 156247 | 05669 | 2955917 | 0 | 164188 | 26580769 | 3751902 | 605308 | 569313 | 310664 | 39332 | 75391 | 69701 | 328078 | 47305865 | 925272 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
196 | 484653867 | 10296874 | 11918015 | 946649 | 2916008 | 826995 | 4169432 | 05945 | 32932 | 09625 | 198776 | 68005 | 04539 | 01781 | 48312 | 00617 | 288806 | 03071 | 280473 | 36984 | 12725 | 1283649 | 51565 | 131915 | 02279 | 24608 | 334006 | 174135 | 978106 | 2203459 | 500962 | 84597 | 1263255 | 618126 | 682209 | 12818 | 165747 | 1832 | 1174615 | 11907894 | 169742 | 06282 | 3006566 | 0 | 167021 | 27497097 | 3858349 | 627449 | 618117 | 334007 | 42983 | 789 | 75296 | 347433 | 5005759 | 978228 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
197 | 468224805 | 104244414 | 12032341 | 958103 | 2904137 | 821897 | 422726 | 06066 | 33644 | 09866 | 2043577 | 69014 | 04596 | 01819 | 49028 | 00624 | 293694 | 03156 | 286336 | 37679 | 13053 | 1311811 | 52501 | 135152 | 02318 | 24466 | 337149 | 17687 | 979621 | 2218662 | 499595 | 850125 | 1234175 | 62706 | 670483 | 12907 | 169587 | 18011 | 1175305 | 11787462 | 172309 | 06436 | 2957863 | 0 | 16429 | 27267686 | 3813175 | 621633 | 627051 | 33715 | 43739 | 7855 | 76188 | 348596 | 5001863 | 979742 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
198 | 479718555 | 105501494 | 12184573 | 969713 | 2924994 | 830722 | 4251681 | 06096 | 33818 | 09924 | 2061509 | 69362 | 04623 | 01829 | 49288 | 00628 | 295254 | 03177 | 287877 | 37853 | 13127 | 1318775 | 52786 | 136138 | 0233 | 24722 | 339983 | 17827 | 989069 | 223816 | 504376 | 857595 | 1256544 | 632121 | 682547 | 13052 | 170824 | 18256 | 1187483 | 11956486 | 173687 | 06482 | 3003143 | 0 | 167123 | 27632395 | 3862603 | 628598 | 632112 | 339984 | 44081 | 79275 | 7682 | 35068 | 50560935 | 989193 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
199 | 507036484 | 104535312 | 12142426 | 961406 | 3082353 | 858174 | 4223745 | 05942 | 3275 | 09433 | 1933838 | 6893 | 04611 | 01771 | 48852 | 00628 | 290496 | 02989 | 279251 | 37221 | 12459 | 1274894 | 51628 | 129845 | 0229 | 25677 | 338464 | 173757 | 100186 | 2242014 | 521251 | 865957 | 1332349 | 6183 | 711733 | 12865 | 162439 | 19304 | 1207363 | 12399872 | 169653 | 06138 | 3164822 | 0 | 174296 | 28594998 | 4056819 | 659559 | 618291 | 338465 | 42685 | 82476 | 75798 | 362433 | 51316645 | 1001985 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
200 | 4291425 | 76164351 | 8988975 | 701649 | 2644341 | 69841 | 2988514 | 03881 | 208 | 05536 | 1186551 | 48359 | 03304 | 01128 | 33869 | 00455 | 196261 | 0171 | 179314 | 25141 | 07229 | 806025 | 34018 | 81792 | 01542 | 20903 | 240651 | 114987 | 755704 | 1629651 | 415406 | 643947 | 1134162 | 414897 | 581117 | 08912 | 97879 | 16707 | 917784 | 10004016 | 113266 | 03634 | 2660045 | 0 | 143129 | 22901084 | 3381587 | 547889 | 414891 | 240652 | 27609 | 6696 | 5239 | 289938 | 40087695 | 755798 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
201 | 414913398 | 65957471 | 7858538 | 608232 | 2439078 | 636319 | 2548572 | 03223 | 17036 | 04342 | 924622 | 41258 | 02833 | 00925 | 28687 | 00392 | 164673 | 01313 | 147484 | 21235 | 0565 | 658584 | 28208 | 65411 | 01292 | 19164 | 208241 | 96034 | 671511 | 1425056 | 37767 | 568637 | 108115 | 348847 | 544025 | 07686 | 77587 | 15712 | 821387 | 923062 | 94962 | 02851 | 2498573 | 0 | 133927 | 21047625 | 3147417 | 507205 | 348842 | 208242 | 22779 | 61267 | 4472 | 260426 | 358340475 | 671595 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
202 | 484641602 | 94245527 | 10974386 | 866995 | 2768458 | 786479 | 3878844 | 05426 | 30012 | 08719 | 1750471 | 63195 | 04237 | 01621 | 45059 | 00576 | 267304 | 02754 | 255709 | 33806 | 11506 | 1167649 | 47671 | 118194 | 02108 | 23475 | 310002 | 159724 | 922319 | 2055047 | 47591 | 792294 | 1251418 | 568361 | 665434 | 11951 | 149825 | 17832 | 110881 | 11466925 | 155951 | 05664 | 2930829 | 0 | 162593 | 26401084 | 3728215 | 602018 | 568353 | 310003 | 39276 | 75082 | 69565 | 328078 | 4714359 | 922434 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
203 | 524579883 | 103643984 | 12030052 | 953135 | 2916008 | 841569 | 4167108 | 05885 | 32664 | 09606 | 1985165 | 67664 | 04539 | 01765 | 48285 | 00617 | 287954 | 03064 | 278399 | 36466 | 12671 | 127328 | 51504 | 131387 | 02272 | 2504 | 337379 | 175373 | 992427 | 222814 | 50859 | 855841 | 1346991 | 622978 | 717404 | 13121 | 166412 | 18877 | 119658 | 1232666 | 171078 | 06304 | 3132526 | 0 | 175415 | 2838125 | 3973052 | 63948 | 622969 | 33738 | 4326 | 80072 | 75962 | 347433 | 51032785 | 992551 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
204 | 511148203 | 104983652 | 12156962 | 96522 | 2904136 | 83969 | 4224742 | 06 | 33352 | 09845 | 2040759 | 68645 | 04596 | 01802 | 48999 | 00624 | 29277 | 03148 | 284088 | 37119 | 12995 | 1300573 | 52435 | 134568 | 02311 | 24937 | 340702 | 1782 | 995457 | 2245244 | 507761 | 860647 | 1322636 | 632255 | 708996 | 1324 | 170309 | 18644 | 1198981 | 12245485 | 17375 | 0646 | 3094034 | 0 | 17339 | 28227639 | 3937558 | 635277 | 632246 | 340703 | 44037 | 79851 | 76903 | 348596 | 51117265 | 995579 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
205 | 494995859 | 105593164 | 12213384 | 970708 | 2924994 | 836909 | 4250807 | 06073 | 33717 | 09917 | 2060536 | 69234 | 04623 | 01823 | 49278 | 00628 | 294934 | 03174 | 287099 | 37659 | 13107 | 1314885 | 52763 | 135933 | 02328 | 24896 | 341294 | 178758 | 994849 | 2247889 | 507336 | 861401 | 1290197 | 63403 | 696845 | 13174 | 171097 | 18484 | 1196221 | 12124623 | 174204 | 06491 | 3053715 | 0 | 170566 | 27986409 | 3908074 | 633372 | 634021 | 341295 | 44191 | 7976 | 77082 | 35068 | 5095164 | 994974 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
206 | 533839492 | 105399277 | 12268152 | 969559 | 3082353 | 868282 | 4223143 | 05927 | 32681 | 09428 | 1933169 | 68842 | 04611 | 01767 | 48845 | 00628 | 290276 | 02987 | 278716 | 37088 | 12445 | 1272224 | 51613 | 129701 | 02289 | 25984 | 340876 | 174655 | 1011827 | 2259645 | 526642 | 872963 | 1389777 | 621783 | 73623 | 13072 | 16294 | 19688 | 1222822 | 1269275 | 170617 | 06154 | 325282 | 0 | 180165 | 29213418 | 4137359 | 668422 | 621774 | 340877 | 42887 | 8338 | 76277 | 362433 | 51923385 | 1011953 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
207 | 476864883 | 78021787 | 9246307 | 719074 | 264434 | 714709 | 29872 | 03847 | 20648 | 05525 | 1185081 | 48167 | 03304 | 01119 | 33853 | 00455 | 195779 | 01706 | 178141 | 24848 | 07199 | 800158 | 33984 | 81486 | 01538 | 21434 | 244698 | 116473 | 772916 | 1659636 | 424712 | 655914 | 1228626 | 420697 | 622412 | 09258 | 98655 | 17381 | 943971 | 10499733 | 114868 | 0366 | 2808427 | 0 | 152862 | 23945813 | 3518981 | 563534 | 420692 | 244699 | 27939 | 68471 | 53196 | 289938 | 410243825 | 773013 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
208 | 445999766 | 67436274 | 8055095 | 622036 | 2439078 | 647313 | 2547833 | 03203 | 16951 | 04336 | 923798 | 41149 | 02833 | 0092 | 28679 | 00392 | 164402 | 0131 | 146825 | 21071 | 05632 | 655291 | 28189 | 65236 | 0129 | 19511 | 210848 | 96985 | 682725 | 144446 | 383743 | 576418 | 1147303 | 352557 | 572922 | 07924 | 78064 | 16174 | 8389 | 957679 | 96043 | 02866 | 2601999 | 0 | 140683 | 21772288 | 324213 | 517981 | 352552 | 210848 | 22989 | 62288 | 45239 | 260426 | 36424665 | 68281 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
209 | 472785469 | 94697012 | 11016262 | 871061 | 2768458 | 782554 | 3880029 | 05457 | 3015 | 08729 | 1751794 | 63369 | 04237 | 01629 | 45073 | 00576 | 267739 | 02758 | 256767 | 3407 | 11533 | 1172938 | 47702 | 118459 | 02112 | 23355 | 309061 | 15941 | 918105 | 2048412 | 473864 | 789717 | 1228873 | 567064 | 657733 | 11875 | 149655 | 17703 | 1103238 | 11378469 | 155665 | 05659 | 29018 | 0 | 160579 | 26201936 | 370263 | 599743 | 567056 | 309062 | 39205 | 74827 | 69392 | 328078 | 46811125 | 918219 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
210 | 481044219 | 103465703 | 11973818 | 951203 | 2916008 | 82403 | 4170384 | 0597 | 33042 | 09633 | 198882 | 68144 | 04539 | 01787 | 48323 | 00617 | 289155 | 03074 | 281319 | 37195 | 12746 | 1287882 | 51589 | 132149 | 02281 | 24572 | 33382 | 17407 | 976532 | 2201805 | 500478 | 845425 | 1259823 | 61784 | 680867 | 12798 | 165711 | 18271 | 1173432 | 11894218 | 169705 | 06281 | 3002022 | 0 | 166683 | 27464414 | 3854222 | 626511 | 617832 | 333821 | 42967 | 78818 | 75257 | 347433 | 49911685 | 976655 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
211 | 479501172 | 104780957 | 12105438 | 963125 | 2904136 | 825715 | 4227133 | 06062 | 33629 | 09865 | 2043438 | 68995 | 04596 | 01818 | 49026 | 00624 | 293649 | 03156 | 286225 | 37652 | 1305 | 1311259 | 52498 | 135136 | 02317 | 2459 | 338057 | 177207 | 983584 | 2225571 | 501779 | 852924 | 1257601 | 628373 | 681487 | 12991 | 169748 | 18172 | 1181753 | 11918835 | 172677 | 06441 | 2996377 | 0 | 166857 | 2753863 | 3848744 | 625447 | 628365 | 338058 | 43813 | 78881 | 76372 | 348596 | 5026754 | 983707 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
212 | 489967422 | 105643008 | 12211602 | 971102 | 2924994 | 834542 | 4251039 | 0608 | 33744 | 09919 | 2060797 | 69268 | 04623 | 01824 | 4928 | 00628 | 29502 | 03175 | 287309 | 37711 | 13112 | 1315934 | 52769 | 135992 | 02328 | 24834 | 340863 | 178589 | 992845 | 2244516 | 506305 | 860082 | 1276818 | 633396 | 69037 | 13126 | 171006 | 18396 | 1192815 | 12048998 | 174011 | 06488 | 3031837 | 0 | 169049 | 27833271 | 3888593 | 631364 | 633387 | 340864 | 44153 | 79569 | 76991 | 35068 | 50818255 | 992968 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
15010134101 | 2907447588 | 338906633 | 26749425 | 86653198 | 24300952 | 116121122 | 161073 | 886044 | 254096 | 52666292 | 1887825 | 126966 | 47921 | 1339128 | 17312 | 7931596 | 80409 | 7568148 | 1010458 | 334775 | 34482032 | 140709 | 3529457 | 62521 | 725221 | 9364562 | 4766655 | 28009183 | 62249139 | 14646134 | 24095161 | 38918082 | 16994929 | 205379 | 358933 | 4410037 | 555377 | 3383826 | 353637793 | 4660906 | 166325 | 91011697 | 0 | 5030087 | 813094019 | 115656819 | 18679581 | 16994688 | 936459 | 1168126 | 2322596 | 2090508 | 10087629 | 14479505425 | 28012676 |
Comparison between Interpolation vs ASD
bull July Monthly Total Emissions Comparison
Percent Difference [] (ASD ndash ORG)ORG 100
bull PM10 and PM25 Model Species Reduction -2 ~ -10
bull Gas Model Species All Increases ranging from 0 to 7
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 15
RPD_ORG_domain_daily_total7
RPD_Full_ASD_domain_daily_total
RPD_Gasoline_ASD
Full_AvgSpeedFrac_Org_compariso
1
2
3
4
5
6
7
A
B
CO
Original
150101341
ASD (Gasoline)
1571406723
ASD (All Fuels)
1575032492
5
Gasoline ASD
5
Findings on Using ASD
bull Why are NOx emissions increased with ASD application
bull More lower speed bins are included when computing emissions with the ASD approach
bull Why are PM25 emissions decreased with ASD in cities while increased in highwaysbull The single NEI average speed assigned for urban roads was relatively lower than used in ASDbull The single NEI average speed assigned for rural roads was relatively higher than ASD
bull Why do VOC emissions show different patterns between Dallas and Phoenixbull Most of metro cities show relatively lower estimated VOC while Dallas TX and Phoenix AZ show
increasesbull Higher average speed for urban unrestricted roads from Dallas and Phoenixbull Higher contribution of urban unrestricted roads from Dallas and Phoenix bull Contributions of road and vehicle types by region andor average speed played a key role
ASD approach is a better representation of actual driving patterns by road type
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 16
NOx Humidity Correction
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 17
Humidity impacts NOx emissionsbull Spark-Ignition engines
bull Compression Ignition Diesel
The NOx Humidity Correction Equation differs by fuel Type
1 Gasoline Ethanol and CNG2 Diesel
Compute the Correction Using1 MOVES Model (Month-humiditycounty)
2 SMOKE-MOVES Integration ToolThe humidity correction equation has been coded into the latest version of SMOKE-MOVES thus allowing the adjustment to be applied according to hourly changes in humidity instead of seasonal averages
Percent Change on RPD NO2
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 18
January 1 2014 July 1 2014
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 18
Percent Change in Monthly Total NOx(January and July)
19International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019)
January July
New Jersey NOx Correction Sensitivity Runs
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 20
To assess the true impacts of NOx humidity correction perform the sensitivity runs based on the following MOVES EFs
1 MOVES Native MOVES EFs without NOx Correction
2 MOVES-NOx MOVES EFs with NOx Correction applied by MOVES
3 SMOKE-MOVES MOVES EFs with NOx Correction applied by SMOKE-MOVES
New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 21
NJ Monthly Total NOx Changes between the Methods
RPD MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 3590 4701 31 4252 18July 4517 4961 10 4354 -4
RPV MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 1127 1115 -1 1390 23July 870 866 0 832 -4
RPH MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 100 114 14 115 15July 128 128 -1 124 -3
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 22
Findings from the NJ NOx Humidity Adjustment
bull Significant Impacts to NOx emissions for RPD RPV and RPH processesbull US western regions with lower humidity will see an increase of NOxbull US eastern regions with higher humidity will see a decrease in NOxbull The Winter drier season (January) shows the significant increases of
NOx from all processesbull Summer season (July) shows up to 4 decrease of NOx from all
processesbull RPD NOx MOVES-NOx case shows higher impacts compared to
SMOKE-MOVES casebull These findings are limited to New Jersey stateInternational Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 23
Spatial Allocation using Spatial Surrogates
bull Spatial allocation is the process of mapping county-level emissions inventory data to modeling grid cells
bull We do this using spatial surrogates - each has a unique code (ID)bull There are more than 60 surrogates currently used ndash eg Population (100) Total agriculture
(310) Railroad Density (261) Offshore shipping (806) Urban unrestricted daily VMT (222) Gas well count (698)
bull Surrogates have been created using the Surrogate Tool (from wwwcmascenterorg)
bull Value = sum of attribute in grid cellsum of attribute in county
bull Values sum to 1 for each county province
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 24
New Postgres Spatial Surrogate Tool
bull Written in the PostgreSQL and PostGIS database languagebull Released on June 30 2019 bull Download from CMAS Center Spatial Allocator Github Repository
httpsgithubcomCMASCenterSpatial-Allocator
bull PostgreSQL uses a 3-tier hierarchy for data storage database schema and table A single query can access multiple tables and multiple schemas but only one database
bull Requires ReadCreateUpdateInsert access for databasesbull Supports multicore-Processing for Multiple Jobs running in parallel
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 25
Steps performed in the PG Surrogate Tool
Create a modeling domain table and insert it into the PostgreSQL Database
Load the geographic boundaries data shapefile and then reproject them to match the output modeling domain
Overlay with geographic boundaries and then calculate the attribute value in the county (ie surrogate denominator)
Overlay grid modeling domain and compute the gridded surrogate weight (ie the numerator)
Generate Surrogates using the Surrogate Tool input files
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 26
SMOKE v47 Public Release
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 27
bull Plan to release in 2019
bull Average Speed Distribution
bull NOx Humidity Correction
bull A few bug fixes and minor updates
bull Future Updatesbull New Rate-Per-Start (RPS) Process
bull New Off-network Idling (ONI) Process
Acknowledgement
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 28
bull US EPA Office of Air Quality Planning and Standard (OAQPS)bull US EPA Office of Transportation Air Quality (OTAQ)bull US EPA Office of Research Development (ORD)
Road Types Distribution by Region
Average Speed by Road type
Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
- SMOKE version 47Recent Enhancements
- Outline
- Slide Number 3
- Background on Speeds in MOVES and SMOKE-MOVES
- Examples of Average Speed Distributions
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Unrestricted)
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Restricted)
- Impact of Speed by Pollutant and Vehicle TypeFuel Gasoline
- Impact of Speed by Pollutant and Vehicle TypeFuel Diesel
- Improved Representation of Speeds in SMOKE-MOVES
- Difference in July NOx
- Difference in July PM25
- Difference in July VOC
- Comparison between Interpolation vs ASD
- Findings on Using ASD
- NOx Humidity Correction
- Percent Change on RPD NO2
- Percent Change in Monthly Total NOx(January and July)
- New Jersey NOx Correction Sensitivity Runs
- New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
- NJ Monthly Total NOx Changes between the Methods
- Findings from the NJ NOx Humidity Adjustment
- Spatial Allocation using Spatial Surrogates
- New Postgres Spatial Surrogate Tool
- Steps performed in the PG Surrogate Tool
- SMOKE v47 Public Release
- Acknowledgement
- Road Types Distribution by Region
- Slide Number 29
- Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
-
CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Original | 15010134101 | 2907447588 | 338906633 | 26749425 | 86653198 | 24300952 | 116121122 | 161073 | 886044 | 254096 | 52666292 | 1887825 | 126966 | 47921 | 1339128 | 17312 | 7931596 | 80409 | 7568148 | 1010458 | 334775 | 34482032 | 140709 | 3529457 | 62521 | 725221 | 9364562 | 4766655 | 28009183 | 62249139 | 14646134 | 24095161 | 38918082 | 16994929 | 205379 | 358933 | 4410037 | 555377 | 3383826 | 353637793 | 4660906 | 166325 | 91011697 | 0 | 5030087 | 813094019 | 115656819 | 18679581 | 16994688 | 936459 | 1168126 | 2322596 | 2090508 | 10087629 | 14479505425 | 28012676 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Gasoline) | 15714067229 | 2942955836 | 34523952 | 27094175 | 91549482 | 24531355 | 101520281 | 157712 | 861844 | 246051 | 51741275 | 1680449 | 109977 | 47109 | 1142159 | 15352 | 7089862 | 78889 | 7372724 | 1005657 | 327875 | 33865345 | 124571 | 3421284 | 55828 | 741228 | 9317945 | 4721529 | 28775363 | 62283709 | 14706694 | 23988876 | 39068661 | 1687309 | 206461 | 362124 | 4353162 | 586302 | 33867757 | 354224062 | 4615621 | 164092 | 91435955 | 0 | 5059242 | 814519902 | 116029701 | 18778919 | 16872852 | 9317974 | 1157574 | 2320375 | 2078251 | 990182 | 14559761825 | 28778949 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (All Fuels) | 1575032492 | 3008455449 | 351116241 | 27682287 | 92299436 | 24715968 | 99267828 | 155072 | 845207 | 239811 | 512493 | 1645236 | 107479 | 46259 | 1111954 | 1509 | 6922635 | 76963 | 7235403 | 992784 | 319808 | 33228736 | 1212689 | 3359175 | 54493 | 743159 | 9349364 | 4737588 | 28828492 | 62511012 | 14763057 | 2407931 | 39179182 | 16921876 | 20706272 | 363329 | 4367819 | 588024 | 33990128 | 355575715 | 4631961 | 164646 | 91728656 | 0 | 5080389 | 817447675 | 116450563 | 18849431 | 16921638 | 9349393 | 1161079 | 232903 | 2084828 | 9959974 | 14719855875 | 28832085 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
5 | 3 | 4 | 3 | 7 | 2 | -15 | -4 | -5 | -6 | -3 | -13 | -15 | -3 | -17 | -13 | -13 | -4 | -4 | -2 | -4 | -4 | -14 | -5 | -13 | 2 | -0 | -1 | 3 | 0 | 1 | -0 | 1 | -0 | 1 | 1 | -1 | 6 | 0 | 1 | -1 | -1 | 1 | 1 | 1 | 1 | 1 | -0 | -0 | -1 | 0 | -0 | -1 | 2 | 3 | 7 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Gasoline ASD | 5 | 2 | 3 | 2 | 6 | 2 | -12 | -1 | -2 | -2 | -0 | -10 | -13 | -1 | -14 | -11 | -10 | -0 | -1 | 1 | -1 | -1 | -11 | -2 | -10 | 3 | 0 | 0 | 3 | 1 | 1 | 0 | 1 | 0 | 1 | 2 | 0 | 6 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | -1 | 1 | 3 | 6 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
0 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Diff (Full-Gasoline) | 0 | 1 | 1 | 1 | 0 | 0 | -3 | -3 | -3 | -4 | -3 | -3 | -3 | -3 | -3 | -2 | -3 | -4 | -3 | -2 | -4 | -3 | -3 | -3 | -3 | -0 | -1 | -1 | -1 | -0 | -0 | -0 | 0 | -1 | -0 | -1 | -1 | -0 | -0 | -0 | -1 | -1 | -0 | 0 | -0 | -0 | -0 | -1 | -1 | -1 | -0 | -1 | -0 | 0 | -1 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
CO | NOx | NH3 | SO2 | TOG | PM25 | PM10 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
(tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | (tonsmonth) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Original | 150101341 | 32731036 | 866532 | 243010 | 16933473 | 1137931 | 2299143 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Gasoline) | 157140672 | 33152895 | 915495 | 245314 | 16968671 | 1104651 | 2119854 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (All Fuels) | 157503249 | 33872540 | 922994 | 247160 | 17029036 | 1088181 | 2080859 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
CO | NOx | NH3 | SO2 | TOG | PM25 | PM10 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Gasoline) | 469 | 129 | 565 | 095 | 021 | -292 | -780 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (Others) | 024 | 220 | 087 | 076 | 036 | -145 | -170 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
ASD (All Fuels) | 493 | 349 | 652 | 171 | 056 | -437 | -949 |
Day | CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
UNIT | (tonday) | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
182 | 550228438 | 106327295 | 12410016 | 978376 | 3097526 | 85524 | 3692358 | 05828 | 32164 | 09439 | 1982122 | 60979 | 03982 | 01755 | 41794 | 00553 | 261122 | 0305 | 274533 | 36658 | 1258 | 1265575 | 4634 | 129277 | 02059 | 25658 | 338348 | 175479 | 1023254 | 2244247 | 512582 | 857433 | 1360711 | 624383 | 725661 | 13351 | 16641 | 19963 | 120452 | 12423053 | 171219 | 06304 | 3162733 | 0 | 177475 | 28598484 | 4002465 | 645216 | 624374 | 338349 | 43329 | 8035 | 7617 | 34333 | 5168692 | 1023382 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
183 | 537367266 | 107724248 | 12543879 | 99099 | 3086094 | 853578 | 3744655 | 05947 | 32867 | 09677 | 2037892 | 61899 | 04033 | 01794 | 42427 | 0056 | 265664 | 03135 | 280343 | 3735 | 12907 | 1293568 | 4721 | 132473 | 02095 | 25534 | 34151 | 178267 | 1025632 | 2260251 | 511359 | 861772 | 1335793 | 633489 | 71717 | 13467 | 170305 | 19717 | 1206267 | 12340176 | 173879 | 0646 | 3123234 | 0 | 175384 | 28436658 | 3965202 | 640552 | 63348 | 341511 | 44099 | 80049 | 77084 | 344469 | 51792735 | 1025761 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
184 | 524232656 | 108102021 | 12573835 | 994349 | 3108055 | 85305 | 3767189 | 05994 | 33115 | 0974 | 2056552 | 62309 | 04057 | 01808 | 4266 | 00563 | 267326 | 03158 | 282457 | 37673 | 12996 | 1303459 | 47485 | 133593 | 02108 | 2553 | 342449 | 178968 | 1026431 | 2265315 | 511591 | 863441 | 1307699 | 635817 | 706542 | 13426 | 171203 | 19604 | 1205115 | 12236018 | 174441 | 06495 | 3088286 | 0 | 172944 | 28236355 | 3940969 | 639273 | 635808 | 34245 | 44287 | 80072 | 77332 | 346535 | 51760745 | 1026559 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
185 | 437339414 | 70771494 | 8430392 | 65261 | 2554665 | 652835 | 2392714 | 03426 | 18156 | 04714 | 1041036 | 39547 | 02628 | 00995 | 26535 | 0037 | 159446 | 01477 | 156552 | 2268 | 06248 | 708848 | 27222 | 71044 | 01251 | 19986 | 220149 | 103124 | 716232 | 1503063 | 390475 | 594014 | 1100178 | 373981 | 558361 | 08258 | 8558 | 1646 | 856388 | 9494965 | 101737 | 03162 | 25514 | 0 | 13759 | 21687227 | 3218595 | 520092 | 373975 | 220149 | 24651 | 62911 | 47591 | 266073 | 371353675 | 716321 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
186 | 460356602 | 75525146 | 89922 | 696409 | 2660844 | 68376 | 2451797 | 0365 | 19389 | 05116 | 1124364 | 40572 | 02684 | 01066 | 26904 | 0038 | 164732 | 01612 | 167406 | 24129 | 06793 | 760597 | 28117 | 76034 | 01292 | 20873 | 232237 | 110239 | 760722 | 158538 | 405862 | 6223 | 113102 | 399241 | 579222 | 0885 | 93215 | 1735 | 896304 | 9833908 | 108414 | 03457 | 2628309 | 0 | 142595 | 22488223 | 3317278 | 536958 | 399235 | 232238 | 26484 | 6489 | 50509 | 269704 | 391283325 | 760819 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
187 | 466285391 | 69133882 | 8308881 | 638114 | 2586251 | 657368 | 220898 | 03192 | 16728 | 04223 | 9228 | 36568 | 02434 | 00921 | 24083 | 00347 | 145739 | 01304 | 145002 | 21461 | 05594 | 65467 | 24551 | 63994 | 01141 | 20251 | 212738 | 97384 | 716428 | 1467955 | 390705 | 581838 | 1133723 | 355243 | 570318 | 08076 | 78022 | 17219 | 848486 | 957288 | 96154 | 02862 | 2602307 | 0 | 140342 | 21817073 | 3261166 | 525695 | 355238 | 212738 | 2311 | 62861 | 45632 | 256768 | 36921515 | 716518 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
188 | 523764766 | 97053799 | 11373191 | 893421 | 2940655 | 804798 | 3429014 | 05337 | 29384 | 08549 | 1746069 | 56685 | 03711 | 01602 | 38916 | 00516 | 241472 | 02737 | 250839 | 33684 | 11389 | 1154287 | 4276 | 115886 | 01903 | 24235 | 312337 | 160363 | 957381 | 2080614 | 482827 | 797937 | 129134 | 571776 | 685173 | 1228 | 150133 | 19081 | 1124692 | 11702819 | 156628 | 05675 | 3002134 | 0 | 167319 | 2691479 | 3796972 | 612161 | 571769 | 312338 | 39463 | 75852 | 70045 | 324192 | 48103885 | 9575 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
189 | 54623043 | 106160977 | 12384537 | 976795 | 3097526 | 854208 | 3691883 | 05815 | 32109 | 09435 | 198159 | 60909 | 03982 | 01752 | 41788 | 00553 | 260946 | 03049 | 274107 | 36551 | 12569 | 1263441 | 46327 | 129164 | 02058 | 25616 | 338089 | 175413 | 102192 | 2242275 | 51188 | 856629 | 1352776 | 624083 | 722837 | 13327 | 16641 | 19913 | 1202703 | 12386981 | 171119 | 06304 | 3151343 | 0 | 176756 | 28521094 | 3992025 | 644018 | 624074 | 33809 | 43316 | 80265 | 76124 | 34333 | 5160629 | 1022047 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
190 | 53116543 | 107262646 | 12483198 | 986686 | 3086095 | 850342 | 3744031 | 05931 | 32794 | 09672 | 2037195 | 61808 | 04033 | 01789 | 4242 | 0056 | 265435 | 03133 | 279785 | 37211 | 12893 | 1290781 | 47193 | 132327 | 02094 | 25466 | 341191 | 17815 | 1023214 | 2257188 | 510354 | 860625 | 1320786 | 63301 | 710484 | 13409 | 170276 | 19584 | 1203064 | 12255844 | 173637 | 06459 | 3099321 | 0 | 17389 | 28269585 | 3943754 | 638108 | 633001 | 341192 | 44074 | 79908 | 77012 | 344469 | 5163537 | 102334 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
191 | 524891445 | 107753467 | 12531854 | 991131 | 3108055 | 851594 | 3766466 | 05976 | 33031 | 09734 | 2055744 | 62203 | 04057 | 01803 | 42652 | 00563 | 26706 | 03155 | 28181 | 37512 | 12979 | 1300229 | 47466 | 133431 | 02106 | 25532 | 342724 | 179051 | 1026228 | 2266327 | 511873 | 863958 | 131055 | 636117 | 706522 | 13422 | 171276 | 19552 | 120584 | 12230721 | 174438 | 06498 | 3089009 | 0 | 173104 | 282377 | 3940945 | 638909 | 636108 | 342725 | 44306 | 80112 | 7737 | 346535 | 51751545 | 1026356 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
192 | 570737461 | 107609492 | 12598414 | 99049 | 3272643 | 884648 | 373492 | 05831 | 32006 | 09243 | 1928432 | 61791 | 0404 | 01748 | 42185 | 00563 | 262281 | 02969 | 273462 | 36967 | 12319 | 1257919 | 4629 | 127207 | 02067 | 26783 | 343146 | 175214 | 1048995 | 2285464 | 533653 | 878332 | 1418767 | 625027 | 751191 | 13372 | 163166 | 2095 | 1237579 | 12870654 | 171085 | 06161 | 330876 | 0 | 183909 | 29619866 | 4194125 | 677781 | 625019 | 343147 | 43058 | 84065 | 76737 | 358219 | 52801195 | 1049125 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
193 | 506663906 | 80068726 | 9548708 | 738433 | 2806584 | 728293 | 2598916 | 03819 | 20323 | 05392 | 1183345 | 42814 | 02848 | 01116 | 28563 | 00403 | 174125 | 01697 | 175577 | 25164 | 07141 | 79695 | 29787 | 79926 | 01366 | 22255 | 247046 | 117042 | 809808 | 1686847 | 432682 | 662495 | 12392 | 424055 | 630282 | 09495 | 98729 | 18585 | 958029 | 10611713 | 115231 | 0366 | 2843806 | 0 | 154956 | 24225735 | 356597 | 573795 | 424049 | 247047 | 28102 | 69231 | 53682 | 285878 | 4170426 | 809909 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
194 | 480171445 | 69576348 | 8370623 | 642269 | 2586251 | 661832 | 220862 | 03183 | 16686 | 0422 | 922399 | 36515 | 02434 | 00919 | 24079 | 00347 | 145607 | 01303 | 144681 | 21381 | 05585 | 653064 | 24542 | 63909 | 0114 | 20405 | 213856 | 97785 | 721438 | 1476366 | 393351 | 585182 | 1162833 | 356827 | 582865 | 08181 | 78215 | 17426 | 856089 | 9723127 | 96615 | 02868 | 2647387 | 0 | 143289 | 22132053 | 3302294 | 530364 | 356822 | 213857 | 23198 | 63291 | 45854 | 256768 | 37170735 | 721527 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
195 | 514098984 | 96871152 | 11344727 | 891681 | 2940655 | 801348 | 3429763 | 05357 | 29471 | 08556 | 1746906 | 56795 | 03711 | 01608 | 38924 | 00516 | 241747 | 02739 | 251509 | 33851 | 11406 | 1157638 | 42779 | 116054 | 01905 | 24134 | 311534 | 160058 | 9539 | 2074731 | 481044 | 795604 | 1273647 | 570586 | 677541 | 12208 | 149956 | 1894 | 1119731 | 1160986 | 15629 | 05669 | 2974876 | 0 | 165547 | 26719587 | 3771461 | 609554 | 570578 | 311535 | 39394 | 75588 | 69885 | 324192 | 47869235 | 954016 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
196 | 505305156 | 104993555 | 12215374 | 965783 | 3097526 | 838421 | 369431 | 05878 | 3239 | 09455 | 1984311 | 61266 | 03982 | 01769 | 41816 | 00553 | 26184 | 03057 | 276279 | 37093 | 12625 | 1274303 | 46391 | 12972 | 02064 | 25168 | 334701 | 174157 | 1006782 | 2217034 | 504093 | 846615 | 1269295 | 619169 | 68661 | 13013 | 16574 | 19309 | 1180321 | 11954337 | 169739 | 06282 | 3022668 | 0 | 168233 | 27613621 | 3874032 | 631053 | 61916 | 334702 | 43036 | 79021 | 75446 | 34333 | 50636745 | 1006907 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
197 | 487192578 | 106198789 | 1231932 | 976569 | 3086095 | 83293 | 3746575 | 05997 | 33089 | 09693 | 2040039 | 62181 | 04033 | 01807 | 42449 | 0056 | 266369 | 03141 | 282057 | 37778 | 12951 | 1302141 | 47259 | 132919 | 02101 | 24983 | 337616 | 176823 | 1006779 | 2230274 | 502062 | 850018 | 1239024 | 627797 | 674126 | 13093 | 169571 | 18953 | 1179805 | 11821744 | 172253 | 06436 | 2970399 | 0 | 165316 | 2735584 | 3823971 | 6243 | 627789 | 337617 | 43776 | 78581 | 76293 | 344469 | 5057890 | 1006904 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
198 | 49923582 | 10749124 | 12476774 | 988517 | 3108055 | 841884 | 3768441 | 06027 | 3326 | 09751 | 2057948 | 62493 | 04057 | 01816 | 42675 | 00563 | 267785 | 03161 | 283573 | 37952 | 13025 | 1309041 | 47517 | 133893 | 02112 | 25249 | 340489 | 178235 | 1016675 | 2250172 | 506967 | 857609 | 1261692 | 632913 | 686379 | 1324 | 170809 | 19214 | 119222 | 11993381 | 17364 | 06482 | 3016465 | 0 | 168195 | 27726475 | 3874357 | 631441 | 632904 | 34049 | 44121 | 7932 | 76933 | 346535 | 5112771 | 1016801 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
199 | 530396289 | 106727471 | 12464324 | 982121 | 3272643 | 870772 | 3736779 | 0588 | 32221 | 09259 | 1930509 | 62063 | 0404 | 0176 | 42206 | 00563 | 262964 | 02974 | 27512 | 37381 | 12362 | 1266209 | 46338 | 127645 | 02072 | 26335 | 339601 | 173908 | 1034275 | 2259677 | 525723 | 868034 | 1339966 | 619951 | 717345 | 13083 | 16245 | 20408 | 1215419 | 12466929 | 169747 | 06138 | 3186974 | 0 | 175815 | 28761121 | 4081381 | 66499 | 619942 | 339602 | 42766 | 8276 | 76037 | 358219 | 51954275 | 1034404 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
200 | 455425312 | 78334146 | 9306249 | 722142 | 2806584 | 711532 | 2600539 | 03861 | 2051 | 05405 | 1185156 | 43051 | 02848 | 01127 | 28582 | 00403 | 174719 | 01702 | 177024 | 25525 | 07179 | 804181 | 29829 | 80305 | 01371 | 21691 | 242846 | 115519 | 791115 | 1655562 | 422963 | 650108 | 1145003 | 418067 | 589438 | 09145 | 97945 | 17882 | 931288 | 10120993 | 113626 | 03634 | 2696019 | 0 | 145283 | 23184473 | 3428287 | 557758 | 41806 | 242847 | 27762 | 67661 | 52849 | 285878 | 407508375 | 791213 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
201 | 443417891 | 68103125 | 8172311 | 628496 | 2586251 | 649292 | 2209629 | 03209 | 16803 | 04228 | 923525 | 36663 | 02434 | 00926 | 24091 | 00347 | 145977 | 01306 | 145581 | 21605 | 05609 | 657565 | 24568 | 64147 | 01143 | 20002 | 210893 | 96718 | 707931 | 1454214 | 386455 | 576435 | 1094107 | 352618 | 553628 | 07924 | 77675 | 16906 | 837111 | 9370323 | 95442 | 02851 | 2541038 | 0 | 136387 | 21383855 | 3203644 | 518849 | 352613 | 210894 | 2296 | 6216 | 45267 | 256768 | 3648849 | 708018 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
202 | 506275586 | 96245244 | 11268118 | 885893 | 2940655 | 797535 | 3430027 | 05363 | 29501 | 08558 | 1747201 | 56833 | 03711 | 01609 | 38927 | 00516 | 241844 | 0274 | 251742 | 33909 | 11412 | 1158805 | 42786 | 116122 | 01906 | 24043 | 310858 | 159801 | 950886 | 2069569 | 479431 | 793521 | 1258334 | 569606 | 670326 | 12145 | 149826 | 18808 | 111526 | 11521637 | 155989 | 05664 | 2949321 | 0 | 163923 | 26536577 | 3747289 | 606176 | 569598 | 310859 | 39338 | 7527 | 69745 | 324192 | 47705325 | 951005 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
203 | 547338828 | 105760361 | 12340909 | 973134 | 3097526 | 853094 | 369194 | 05817 | 32116 | 09435 | 1981656 | 60918 | 03982 | 01753 | 41789 | 00553 | 260968 | 03049 | 274159 | 36564 | 1257 | 1263701 | 46329 | 129181 | 02058 | 25622 | 338164 | 175419 | 1022066 | 224258 | 511993 | 85675 | 135402 | 624142 | 72237 | 13323 | 166408 | 19892 | 1202858 | 12380164 | 171091 | 06304 | 3150869 | 0 | 176772 | 28513777 | 3991186 | 643451 | 624133 | 338165 | 43318 | 80226 | 7613 | 34333 | 5161853 | 1022192 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
204 | 53254207 | 10704957 | 12460326 | 984739 | 3086095 | 850888 | 3744009 | 0593 | 32792 | 09672 | 2037167 | 61804 | 04033 | 01789 | 42419 | 0056 | 265426 | 03133 | 279763 | 37206 | 12892 | 1290673 | 47193 | 132324 | 02093 | 25481 | 34127 | 17818 | 1023754 | 2257865 | 510541 | 860838 | 1328636 | 633131 | 713306 | 13433 | 170296 | 1962 | 1204137 | 12288119 | 173712 | 0646 | 3109189 | 0 | 174584 | 28334482 | 3951195 | 638384 | 633122 | 341271 | 44081 | 79921 | 77028 | 344469 | 51686245 | 1023881 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
205 | 515619609 | 107627998 | 12512426 | 989937 | 3108055 | 848181 | 3767542 | 06004 | 33156 | 09743 | 2056946 | 62361 | 04057 | 0181 | 42664 | 00563 | 267455 | 03159 | 282771 | 37751 | 13004 | 130503 | 47494 | 133682 | 02109 | 25435 | 341849 | 178736 | 1022957 | 2260354 | 510072 | 861558 | 1295969 | 634886 | 701008 | 13366 | 171084 | 19456 | 1201267 | 12165701 | 174167 | 06491 | 3068333 | 0 | 17172 | 28089741 | 3921216 | 636421 | 634877 | 34185 | 44235 | 79825 | 77205 | 346535 | 51523755 | 1023086 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
206 | 559155352 | 107678438 | 12602854 | 991097 | 3272643 | 881082 | 373616 | 05864 | 32149 | 09254 | 1929816 | 61972 | 0404 | 01756 | 42199 | 00563 | 262735 | 02972 | 274566 | 37243 | 12348 | 1263435 | 46322 | 127496 | 0207 | 26663 | 3421 | 174831 | 1045125 | 2278138 | 531379 | 875306 | 1398521 | 623552 | 742421 | 13296 | 162955 | 20818 | 1231437 | 12767202 | 170731 | 06154 | 3277265 | 0 | 181828 | 29396121 | 416439 | 674231 | 623543 | 342101 | 42974 | 837 | 76534 | 358219 | 52570925 | 1045256 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
207 | 506870938 | 80356079 | 9587531 | 741122 | 2806584 | 728165 | 2599178 | 03826 | 20353 | 05394 | 1183638 | 42852 | 02848 | 01118 | 28566 | 00403 | 174221 | 01697 | 175811 | 25222 | 07147 | 798117 | 29794 | 79988 | 01367 | 22261 | 247053 | 117049 | 809886 | 1687054 | 432752 | 662563 | 1241587 | 424082 | 631846 | 09503 | 98727 | 18603 | 958509 | 10630759 | 115263 | 0366 | 2848736 | 0 | 155291 | 24260281 | 3570318 | 574108 | 424077 | 247054 | 28103 | 69235 | 53687 | 285878 | 41704265 | 809987 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
208 | 476776602 | 69695103 | 8385077 | 643367 | 2586251 | 660413 | 2208886 | 0319 | 16717 | 04222 | 922697 | 36554 | 02434 | 00921 | 24082 | 00347 | 145705 | 01304 | 144919 | 2144 | 05592 | 654254 | 24549 | 63971 | 01141 | 20373 | 213595 | 97696 | 720109 | 1474549 | 392821 | 584509 | 1161592 | 356457 | 583248 | 0817 | 78156 | 17397 | 855266 | 9725438 | 96542 | 02866 | 2647238 | 0 | 143323 | 22128208 | 3301278 | 530069 | 356452 | 213596 | 23177 | 63218 | 45806 | 256768 | 3708495 | 720199 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
209 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
210 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
211 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
212 | 493745391 | 96688506 | 11308368 | 889876 | 2940655 | 793568 | 343124 | 05395 | 29641 | 08568 | 1748555 | 57011 | 03711 | 01618 | 38941 | 00516 | 242288 | 02744 | 252824 | 34179 | 1144 | 1164216 | 42818 | 116393 | 01909 | 23916 | 309889 | 15948 | 94636 | 2062661 | 477301 | 790863 | 1235473 | 568271 | 66247 | 12067 | 149656 | 18673 | 1109513 | 11431154 | 155698 | 05659 | 2919634 | 0 | 161868 | 26332725 | 3720984 | 603803 | 568263 | 30989 | 39264 | 75008 | 69566 | 324192 | 47369275 | 946479 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||
total | 15714067229 | 2942955836 | 34523952 | 27094175 | 91549482 | 24531355 | 101520281 | 157712 | 861844 | 246051 | 51741275 | 1680449 | 109977 | 47109 | 1142159 | 15352 | 7089862 | 78889 | 7372724 | 1005657 | 327875 | 33865345 | 124571 | 3421284 | 55828 | 741228 | 9317945 | 4721529 | 28775363 | 62283709 | 14706694 | 23988876 | 39068661 | 1687309 | 206461 | 362124 | 4353162 | 586302 | 33867757 | 354224062 | 4615621 | 164092 | 91435955 | 0 | 5059242 | 814519902 | 116029701 | 18778919 | 16872852 | 9317974 | 1157574 | 2320375 | 2078251 | 990182 | 14559761825 | 28778949 |
Day | CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
UNIT | (tonday) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
182 | 550345586 | 107608145 | 12502397 | 989691 | 310828 | 856831 | 3567357 | 05658 | 31135 | 09072 | 1925412 | 59006 | 03847 | 01701 | 40203 | 00538 | 251843 | 0293 | 265952 | 35758 | 12101 | 1225573 | 44545 | 124863 | 01985 | 25582 | 336239 | 174088 | 1017571 | 2232628 | 511447 | 853645 | 1360904 | 619321 | 724954 | 13268 | 164723 | 19963 | 1200083 | 12409099 | 169924 | 06238 | 3161849 | 0 | 177483 | 28549587 | 4000557 | 64479 | 619313 | 33624 | 42945 | 802 | 7563 | 343193 | 51868765 | 1017698 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
183 | 537438633 | 109041016 | 12638774 | 100262 | 3097112 | 855209 | 3615965 | 05772 | 31804 | 09299 | 1979617 | 59866 | 03894 | 01738 | 40789 | 00544 | 256102 | 03011 | 271484 | 36421 | 12412 | 1252267 | 45359 | 12793 | 02019 | 25454 | 339312 | 176817 | 1019732 | 2248136 | 510174 | 857823 | 1335979 | 628221 | 716431 | 13381 | 168547 | 19717 | 120164 | 12325565 | 17253 | 06391 | 3122314 | 0 | 175391 | 28385635 | 396321 | 640107 | 628212 | 339313 | 43698 | 79893 | 76522 | 344328 | 51979475 | 1019861 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
184 | 524297539 | 109431494 | 12669756 | 1006093 | 3119112 | 854717 | 3637993 | 05818 | 32046 | 0936 | 1998384 | 60268 | 03917 | 01752 | 41016 | 00547 | 257721 | 03033 | 273546 | 36738 | 12498 | 126191 | 45626 | 129037 | 02032 | 2545 | 340238 | 17751 | 102049 | 2253131 | 510399 | 859472 | 1307884 | 630517 | 705801 | 13339 | 169436 | 19604 | 1200464 | 12221405 | 173084 | 06426 | 3087361 | 0 | 172953 | 28185151 | 3938969 | 638826 | 630508 | 340239 | 43884 | 79915 | 76767 | 346394 | 51951515 | 1020616 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
185 | 437773125 | 71651963 | 8499877 | 660438 | 2559784 | 654214 | 234319 | 03353 | 17714 | 04555 | 102468 | 38765 | 02574 | 00972 | 25916 | 00364 | 155698 | 01427 | 152824 | 22287 | 0604 | 691445 | 26498 | 69363 | 01221 | 19958 | 219436 | 10265 | 714026 | 1499196 | 390105 | 592737 | 1100361 | 372201 | 558199 | 08232 | 8501 | 1646 | 854921 | 9492202 | 101298 | 0314 | 2551174 | 0 | 13766 | 21673279 | 3218082 | 51996 | 372195 | 219437 | 24518 | 62861 | 47403 | 266018 | 372933275 | 714115 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
186 | 460812227 | 7647417 | 9068168 | 704854 | 2666135 | 685308 | 2398465 | 03567 | 18889 | 04935 | 1114379 | 3971 | 02625 | 0104 | 26224 | 00373 | 160574 | 01558 | 163208 | 23682 | 06556 | 74093 | 27313 | 74439 | 01259 | 20839 | 231264 | 109585 | 758062 | 1579993 | 405349 | 620526 | 1131224 | 396854 | 578962 | 08812 | 92423 | 1735 | 894257 | 982927 | 107805 | 03426 | 2627979 | 0 | 142668 | 22467942 | 3316533 | 536773 | 396848 | 231265 | 26303 | 6482 | 50254 | 269624 | 39305575 | 758156 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
187 | 466855312 | 69961797 | 8376148 | 645492 | 2590594 | 658759 | 2169618 | 0313 | 16352 | 04086 | 917595 | 35933 | 0239 | 00901 | 23586 | 00342 | 142659 | 01264 | 141828 | 21123 | 05415 | 639808 | 23956 | 62852 | 01117 | 20227 | 212105 | 96954 | 714576 | 1464468 | 39038 | 580678 | 1133938 | 353649 | 570182 | 08052 | 77503 | 17219 | 84716 | 9570711 | 95755 | 02842 | 2602123 | 0 | 14042 | 21804966 | 326074 | 525581 | 353644 | 212105 | 2299 | 62815 | 45462 | 25671 | 37080305 | 714664 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
188 | 523926797 | 98123252 | 11448221 | 90285 | 2950578 | 806024 | 3314088 | 05186 | 28463 | 08223 | 1691687 | 54876 | 03587 | 01554 | 37449 | 00502 | 233009 | 02629 | 243179 | 32884 | 10962 | 1118634 | 41122 | 111822 | 01836 | 24168 | 310455 | 159117 | 952362 | 2070222 | 481815 | 794547 | 1291528 | 567256 | 684523 | 12206 | 148622 | 19081 | 1120711 | 11689817 | 155469 | 05615 | 3001324 | 0 | 167308 | 26870459 | 3795227 | 611778 | 567248 | 310456 | 39119 | 75718 | 69562 | 324067 | 48243285 | 952481 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
189 | 546350859 | 107439736 | 12476725 | 988092 | 310828 | 855801 | 3566882 | 05646 | 31079 | 09068 | 1924878 | 58935 | 03847 | 01698 | 40197 | 00538 | 251668 | 02929 | 265526 | 35652 | 1209 | 1223441 | 44532 | 124751 | 01984 | 2554 | 335979 | 17402 | 1016236 | 2230646 | 510745 | 85284 | 1352971 | 619018 | 72213 | 13245 | 164722 | 19913 | 1198262 | 12373021 | 169823 | 06238 | 3150458 | 0 | 176764 | 28472209 | 3990119 | 643592 | 619009 | 33598 | 42931 | 80115 | 75583 | 343193 | 51788525 | 1016362 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
190 | 531243477 | 108574492 | 12577657 | 998272 | 3097112 | 851977 | 3615337 | 05756 | 31731 | 09294 | 197892 | 59775 | 03894 | 01734 | 40781 | 00544 | 255873 | 03009 | 270926 | 36282 | 12398 | 124948 | 45343 | 127785 | 02017 | 25387 | 338992 | 176701 | 1017314 | 2245073 | 50917 | 856676 | 1320973 | 62774 | 709745 | 13323 | 168518 | 19584 | 1198439 | 12241244 | 172288 | 0639 | 3098398 | 0 | 173897 | 28218577 | 3941761 | 637662 | 627731 | 338993 | 43673 | 79751 | 7645 | 344328 | 5182256 | 1017441 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
191 | 524970508 | 109080293 | 12627539 | 1002852 | 3119112 | 853268 | 3637274 | 058 | 31962 | 09354 | 1997575 | 60162 | 03917 | 01747 | 41007 | 00547 | 257455 | 03031 | 272899 | 36577 | 12481 | 1258679 | 45607 | 128874 | 0203 | 25452 | 340515 | 177595 | 1020288 | 2254155 | 510683 | 859993 | 1310739 | 630823 | 705782 | 13336 | 16951 | 19552 | 1201195 | 12216127 | 173083 | 06428 | 3088084 | 0 | 173114 | 28186562 | 3938949 | 638463 | 630814 | 340516 | 43904 | 79955 | 76805 | 346394 | 5194325 | 1020416 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
192 | 570961172 | 108849863 | 12687565 | 1001446 | 3283233 | 886188 | 3613413 | 05669 | 3102 | 08893 | 1873324 | 59876 | 03909 | 01696 | 40637 | 00548 | 253301 | 02854 | 265248 | 36109 | 11861 | 1219671 | 44552 | 122947 | 01995 | 26711 | 341175 | 173911 | 1043625 | 2274608 | 532595 | 874787 | 141898 | 620277 | 750536 | 13295 | 161587 | 2095 | 1233427 | 12857703 | 169873 | 06099 | 3307937 | 0 | 183919 | 29574299 | 4192343 | 677384 | 620268 | 341176 | 42698 | 83924 | 76231 | 358088 | 5297687 | 1043756 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
193 | 507163867 | 81065264 | 9628386 | 7473 | 2812204 | 729916 | 25425 | 03732 | 19798 | 05202 | 1172352 | 41903 | 02785 | 01089 | 27844 | 00396 | 169738 | 0164 | 171168 | 24694 | 06892 | 776299 | 28939 | 78231 | 01331 | 22219 | 246034 | 116361 | 807032 | 1681241 | 432148 | 660647 | 1239423 | 421569 | 630014 | 09456 | 97905 | 18585 | 955898 | 1060692 | 114598 | 03627 | 2843462 | 0 | 155034 | 24204695 | 3565198 | 573603 | 421563 | 246035 | 27913 | 69158 | 53417 | 285795 | 418902575 | 807132 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
194 | 48075875 | 704079 | 8438246 | 649678 | 2590594 | 663229 | 216926 | 03121 | 1631 | 04083 | 917194 | 3588 | 0239 | 00899 | 23581 | 00342 | 142527 | 01263 | 141507 | 21043 | 05406 | 638202 | 23947 | 62767 | 01116 | 20381 | 213227 | 97358 | 71959 | 1472901 | 393028 | 584029 | 1163052 | 355241 | 582733 | 08157 | 77699 | 17426 | 854771 | 9721018 | 96218 | 02848 | 2647207 | 0 | 143368 | 22120122 | 3301873 | 530251 | 355236 | 213228 | 23079 | 63245 | 45685 | 25671 | 373304375 | 719679 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
195 | 514250234 | 97938555 | 11419491 | 901091 | 2950577 | 802572 | 3314836 | 05205 | 2855 | 08229 | 1692527 | 54985 | 03587 | 01559 | 37458 | 00502 | 233285 | 02631 | 243849 | 33051 | 10979 | 1121986 | 41142 | 11199 | 01838 | 24067 | 309651 | 158812 | 948876 | 2064328 | 480031 | 79221 | 1273831 | 566062 | 67689 | 12134 | 148445 | 1894 | 1115749 | 11596826 | 155129 | 05609 | 2974066 | 0 | 165536 | 26675222 | 3769716 | 609171 | 566054 | 309652 | 3905 | 75454 | 69402 | 324067 | 48008575 | 948992 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
196 | 505387695 | 106259365 | 12306235 | 97696 | 310828 | 840006 | 3569312 | 05709 | 31361 | 09089 | 1927599 | 59292 | 03847 | 01715 | 40225 | 00538 | 252561 | 02937 | 267698 | 36194 | 12146 | 1234302 | 44595 | 125307 | 0199 | 25091 | 332582 | 17276 | 1001081 | 2205363 | 502953 | 842812 | 1269477 | 614087 | 685899 | 1293 | 164046 | 19309 | 1175865 | 11940255 | 168439 | 06216 | 3021779 | 0 | 16824 | 27564502 | 3872111 | 630624 | 614079 | 332583 | 42649 | 7887 | 74904 | 343193 | 5081793 | 1001204 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
197 | 487229883 | 107500098 | 12412637 | 988061 | 3097112 | 834552 | 3617882 | 05822 | 32026 | 09315 | 1981765 | 60148 | 03894 | 01751 | 40811 | 00544 | 256807 | 03017 | 273199 | 36849 | 12456 | 1260839 | 45409 | 128377 | 02024 | 24903 | 335408 | 175368 | 1000858 | 2218107 | 500871 | 846053 | 1239199 | 622508 | 673382 | 13007 | 167806 | 18953 | 117516 | 11807014 | 170898 | 06367 | 2969467 | 0 | 16532 | 27304531 | 3821966 | 623853 | 622499 | 335409 | 43374 | 78424 | 75728 | 344328 | 50764745 | 1000983 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
198 | 499280117 | 108814004 | 12571898 | 1000199 | 3119112 | 84354 | 3639248 | 05851 | 32191 | 09371 | 199978 | 60451 | 03917 | 0176 | 4103 | 00547 | 25818 | 03037 | 274662 | 37017 | 12527 | 1267492 | 45659 | 129337 | 02035 | 25169 | 338273 | 176774 | 101072 | 2237961 | 505773 | 853631 | 1261871 | 627602 | 685635 | 13154 | 169038 | 19214 | 1187561 | 11978667 | 17228 | 06413 | 3015536 | 0 | 168202 | 27675078 | 3872352 | 630993 | 627593 | 338274 | 43717 | 79163 | 76367 | 346394 | 51317375 | 1010846 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
199 | 530561562 | 107957803 | 12552368 | 992981 | 3283233 | 87229 | 3615271 | 05717 | 31235 | 08908 | 1875401 | 60148 | 03909 | 01709 | 40658 | 00548 | 253982 | 02859 | 266907 | 36522 | 11904 | 1227961 | 446 | 123384 | 02 | 26262 | 337616 | 172598 | 1028883 | 2248752 | 524659 | 864469 | 1340166 | 615175 | 716681 | 13005 | 160862 | 20408 | 1211242 | 12453776 | 168528 | 06075 | 3186141 | 0 | 175822 | 28715171 | 4079582 | 664589 | 615166 | 337618 | 42404 | 82619 | 75528 | 358088 | 5212733 | 1029012 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
200 | 455853828 | 7931667 | 93846 | 730882 | 2812204 | 71313 | 2544122 | 03774 | 19985 | 05216 | 1174162 | 4214 | 02785 | 011 | 27863 | 00396 | 170332 | 01645 | 172614 | 25055 | 0693 | 783529 | 28981 | 78611 | 01336 | 21654 | 24182 | 11483 | 788314 | 1649881 | 422421 | 648239 | 1145206 | 415553 | 58916 | 09106 | 97111 | 17882 | 92913 | 10116039 | 112985 | 03602 | 2695664 | 0 | 145357 | 2316293 | 3427494 | 557562 | 415548 | 24182 | 27572 | 67587 | 52581 | 285795 | 40933975 | 788412 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
201 | 443959492 | 68923154 | 8238903 | 635802 | 2590594 | 650676 | 2170269 | 03147 | 16427 | 04092 | 918321 | 36028 | 0239 | 00906 | 23593 | 00342 | 142897 | 01266 | 142407 | 21267 | 0543 | 642702 | 23973 | 63005 | 01118 | 19979 | 210256 | 96286 | 706068 | 1450708 | 386127 | 575268 | 1094315 | 351016 | 55349 | 079 | 77153 | 16906 | 835777 | 9368105 | 95041 | 0283 | 2540853 | 0 | 136464 | 21371643 | 3203213 | 518734 | 351012 | 210257 | 2284 | 62113 | 45097 | 25671 | 366466925 | 706156 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
202 | 506423203 | 97306289 | 11342378 | 895246 | 2950578 | 79876 | 33151 | 05212 | 2858 | 08231 | 1692819 | 55024 | 03587 | 01561 | 37461 | 00502 | 233381 | 02632 | 244082 | 3311 | 10985 | 1123153 | 41149 | 112058 | 01838 | 23976 | 308973 | 158553 | 94586 | 2059155 | 478417 | 790123 | 1258522 | 565078 | 669674 | 1207 | 148313 | 18808 | 1111272 | 11508597 | 154828 | 05605 | 2948513 | 0 | 163911 | 26492124 | 3745542 | 605793 | 56507 | 308974 | 38993 | 75136 | 69262 | 324067 | 47844705 | 945979 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
203 | 547465781 | 107036797 | 12432935 | 984409 | 310828 | 854689 | 3566939 | 05647 | 31086 | 09069 | 1924944 | 58944 | 03847 | 01699 | 40198 | 00538 | 251689 | 02929 | 265577 | 35665 | 12091 | 1223699 | 44534 | 124767 | 01984 | 25546 | 336056 | 174028 | 1016385 | 2230966 | 510859 | 852962 | 1354217 | 619082 | 721664 | 1324 | 164722 | 19892 | 1198422 | 12366207 | 169797 | 06238 | 3149984 | 0 | 176781 | 28464958 | 3989279 | 643025 | 619074 | 336057 | 42933 | 80076 | 7559 | 343193 | 51800855 | 1016511 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
204 | 532626055 | 108359941 | 1255475 | 996315 | 3097112 | 852527 | 3615315 | 05755 | 31729 | 09294 | 1978892 | 59771 | 03894 | 01733 | 40781 | 00544 | 255864 | 03009 | 270904 | 36277 | 12397 | 1249371 | 45342 | 127781 | 02017 | 25402 | 339072 | 176731 | 1017856 | 2245757 | 509357 | 856891 | 1328824 | 627864 | 712568 | 13347 | 168539 | 1962 | 1199515 | 12273542 | 172364 | 06391 | 3108267 | 0 | 174592 | 28283545 | 3949206 | 637939 | 627856 | 339073 | 43681 | 79765 | 76466 | 344328 | 5187411 | 1017984 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
205 | 515687812 | 108950957 | 12607778 | 1001624 | 3119112 | 849856 | 3638351 | 05828 | 32087 | 09363 | 1998777 | 6032 | 03917 | 01754 | 4102 | 00547 | 25785 | 03034 | 27386 | 36817 | 12506 | 1263481 | 45635 | 129125 | 02033 | 25355 | 339638 | 177278 | 1017015 | 224817 | 50888 | 857588 | 1296155 | 629587 | 700267 | 1328 | 169317 | 19456 | 1196616 | 12151095 | 172811 | 06422 | 3067405 | 0 | 17173 | 28038574 | 3919215 | 635975 | 629578 | 339639 | 43832 | 79668 | 76639 | 346394 | 5171572 | 1017142 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
206 | 559365742 | 108920059 | 12692112 | 1002062 | 3283233 | 882623 | 3614648 | 05701 | 31163 | 08903 | 1874705 | 60057 | 03909 | 01704 | 40651 | 00548 | 253754 | 02857 | 266352 | 36384 | 11889 | 1225186 | 44584 | 123236 | 01998 | 26592 | 340126 | 173526 | 1039753 | 2267264 | 53032 | 871758 | 1398732 | 618797 | 741763 | 13219 | 161374 | 20818 | 1227278 | 12754191 | 169517 | 06092 | 327644 | 0 | 181838 | 29350454 | 416261 | 673834 | 618788 | 340127 | 42613 | 8356 | 76027 | 358088 | 5274666 | 1039882 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
207 | 507372734 | 8135666 | 9667616 | 750024 | 2812204 | 729794 | 2542762 | 03739 | 19828 | 05205 | 1172643 | 41941 | 02785 | 0109 | 27847 | 00396 | 169834 | 01641 | 171401 | 24753 | 06898 | 777465 | 28946 | 78294 | 01332 | 22225 | 246041 | 116369 | 80711 | 1681456 | 432219 | 660718 | 1241812 | 421599 | 631578 | 09464 | 97904 | 18603 | 956381 | 10625994 | 114631 | 03627 | 2848392 | 0 | 155368 | 24239277 | 3569548 | 573916 | 421593 | 246042 | 27915 | 69161 | 53422 | 285795 | 418907975 | 807211 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
208 | 477357266 | 70527383 | 845277 | 650783 | 2590594 | 661812 | 2169527 | 03128 | 16341 | 04085 | 917493 | 35919 | 0239 | 00901 | 23585 | 00342 | 142625 | 01263 | 141745 | 21102 | 05412 | 639393 | 23954 | 62828 | 01116 | 2035 | 212966 | 97268 | 718259 | 1471079 | 392498 | 583355 | 116181 | 354871 | 583115 | 08146 | 7764 | 17397 | 853948 | 9723323 | 96145 | 02846 | 264706 | 0 | 143402 | 22116257 | 3300857 | 529956 | 354866 | 212966 | 23057 | 63172 | 45638 | 25671 | 37244745 | 71835 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
209 | 493879023 | 97750146 | 11382499 | 899234 | 2950577 | 794794 | 3316314 | 05244 | 28721 | 08241 | 1694174 | 55201 | 03587 | 01569 | 37475 | 00502 | 233825 | 02636 | 245164 | 3338 | 11013 | 1128563 | 4118 | 11233 | 01842 | 23848 | 308 | 158231 | 941328 | 2052231 | 476285 | 787461 | 1235654 | 563737 | 661815 | 11993 | 148141 | 18673 | 110552 | 11418068 | 154535 | 05599 | 2918821 | 0 | 161856 | 26288225 | 3719234 | 603418 | 563729 | 308001 | 38919 | 74874 | 69082 | 324067 | 4750861 | 941445 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
210 | 501601797 | 106766592 | 12363163 | 98161 | 310828 | 837056 | 3570248 | 05733 | 31469 | 09097 | 1928644 | 59429 | 03847 | 01721 | 40236 | 00538 | 252905 | 0294 | 268534 | 36402 | 12168 | 1238481 | 4462 | 125539 | 01993 | 25052 | 332394 | 172695 | 999385 | 2203632 | 502447 | 842257 | 1266022 | 613797 | 684529 | 1291 | 164011 | 19257 | 1174648 | 11926206 | 168402 | 06215 | 3017098 | 0 | 167892 | 27530923 | 3867845 | 629654 | 613788 | 332395 | 42633 | 78788 | 74864 | 343193 | 50673465 | 999509 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
211 | 499065391 | 1080754 | 12491169 | 993448 | 3097112 | 838422 | 3617741 | 05818 | 32009 | 09314 | 1981601 | 60127 | 03894 | 0175 | 40809 | 00544 | 256754 | 03017 | 273069 | 36816 | 12453 | 1260192 | 45405 | 128356 | 02024 | 25033 | 336342 | 175714 | 1005075 | 2225249 | 503128 | 848925 | 1262951 | 62386 | 684556 | 13092 | 167969 | 19123 | 1181768 | 1194052 | 171272 | 06372 | 3008639 | 0 | 16793 | 27580256 | 3858219 | 627769 | 623851 | 336343 | 4345 | 78764 | 75918 | 344328 | 5101658 | 1005201 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
212 | 510059453 | 108986191 | 1260348 | 1001878 | 3119112 | 847428 | 3638601 | 05834 | 32116 | 09365 | 1999056 | 60356 | 03917 | 01756 | 41023 | 00547 | 257942 | 03035 | 274084 | 36873 | 12512 | 1264602 | 45642 | 129189 | 02033 | 25287 | 339179 | 1771 | 1014762 | 2244555 | 507774 | 85619 | 1282462 | 628914 | 693614 | 1323 | 169223 | 19361 | 1193048 | 12073188 | 172611 | 06419 | 3044861 | 0 | 170169 | 27880522 | 3899013 | 633856 | 628905 | 33918 | 43792 | 79466 | 76542 | 346394 | 5157857 | 1014889 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
1575032492 | 3008455449 | 351116241 | 27682287 | 92299436 | 24715968 | 99267828 | 155072 | 845207 | 239811 | 512493 | 1645236 | 107479 | 46259 | 1111954 | 1509 | 6922635 | 76963 | 7235403 | 992784 | 319808 | 33228736 | 1212689 | 3359175 | 54493 | 743159 | 9349364 | 4737588 | 28828492 | 62511012 | 14763057 | 2407931 | 39179182 | 16921876 | 20706272 | 363329 | 4367819 | 588024 | 33990128 | 355575715 | 4631961 | 164646 | 91728656 | 0 | 5080389 | 817447675 | 116450563 | 18849431 | 16921638 | 9349393 | 1161079 | 232903 | 2084828 | 9959974 | 14719855875 | 28832085 |
Day | CO | NO | NO2 | HONO | NH3 | SO2 | PMC | PAL | PCA | PCL | PEC | PFE | PH2O | PK | PMG | PMN | PMOTHR | PNA | PNCOM | PNH4 | PNO3 | POC | PSI | PSO4 | PTI | ACET | ALD2 | ALDX | CH4 | ETH | ETHA | ETHY | ETOH | FORM | IOLE | ISOP | KET | MEOH | OLE | PAR | PRPA | TERP | TOL | UNK | UNR | VOC_INV | XYL | BENZ | FORM_PRIMARY | ALD2_PRIMARY | ACROLEIN | BUTADIENE13 | NAPHTHALENE | N2O_INV | CO2_INV | CH4_INV | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
UNIT | (tonday) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
182 | 527521289 | 104187705 | 12096017 | 95816 | 2916008 | 843671 | 4167513 | 05895 | 3271 | 09609 | 1985614 | 67723 | 04539 | 01768 | 48289 | 00617 | 288101 | 03065 | 278758 | 36556 | 1268 | 1275076 | 51515 | 131479 | 02273 | 25075 | 337565 | 175434 | 993582 | 2229801 | 50918 | 856529 | 1353648 | 623222 | 720678 | 13149 | 166413 | 18945 | 119824 | 12369397 | 171206 | 06304 | 3144352 | 0 | 176114 | 28465674 | 3984323 | 641234 | 623213 | 337566 | 43272 | 80196 | 76002 | 347433 | 51099815 | 993707 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
183 | 516131016 | 10563458 | 12237189 | 971244 | 2904136 | 842359 | 4225359 | 06016 | 33424 | 0985 | 2041453 | 68736 | 04596 | 01806 | 49006 | 00624 | 292997 | 0315 | 284641 | 37257 | 13009 | 1303341 | 52451 | 134711 | 02313 | 2499 | 340949 | 178289 | 997305 | 2247655 | 508591 | 861603 | 1329856 | 632622 | 712877 | 13274 | 170318 | 18739 | 1201132 | 12297847 | 173919 | 0646 | 3108173 | 0 | 174193 | 28330491 | 3951694 | 637453 | 632614 | 34095 | 44055 | 79982 | 7696 | 348596 | 51223245 | 997429 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
184 | 503450664 | 106042188 | 12271257 | 974882 | 2924994 | 841786 | 425044 | 06064 | 33675 | 09914 | 2060127 | 69181 | 04623 | 0182 | 49274 | 00628 | 2948 | 03173 | 286774 | 37578 | 13098 | 1313258 | 52754 | 135841 | 02327 | 24987 | 341892 | 17899 | 998159 | 2252749 | 508832 | 863277 | 1302012 | 634953 | 702371 | 13233 | 171216 | 18626 | 1200029 | 12194872 | 174479 | 06495 | 3073632 | 0 | 171785 | 28132668 | 3927747 | 63619 | 634944 | 341893 | 44243 | 80006 | 77209 | 35068 | 51189375 | 998281 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
185 | 412640312 | 68845259 | 8147964 | 634411 | 2409311 | 641414 | 2740057 | 03459 | 18482 | 04837 | 1043001 | 44355 | 03036 | 01 | 31243 | 00417 | 178836 | 01486 | 15917 | 22469 | 06307 | 71325 | 30963 | 72514 | 01405 | 19276 | 218121 | 102629 | 684281 | 1479467 | 383548 | 588276 | 1089621 | 37107 | 55067 | 0805 | 85518 | 15417 | 843984 | 9385507 | 101387 | 03162 | 2517846 | 0 | 135598 | 21423406 | 3175189 | 511009 | 371065 | 218121 | 2451 | 62264 | 47169 | 269326 | 3656006 | 684366 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
186 | 433033164 | 73375015 | 867765 | 676099 | 2507971 | 671238 | 281798 | 03669 | 19663 | 05239 | 1125698 | 45582 | 03115 | 01067 | 31891 | 00429 | 18506 | 01619 | 169581 | 23769 | 06841 | 762396 | 3207 | 7744 | 01454 | 20091 | 229999 | 109689 | 725827 | 1559375 | 398227 | 615963 | 1119706 | 396025 | 570644 | 0862 | 93147 | 16195 | 882599 | 971358 | 108043 | 03457 | 2591316 | 0 | 140381 | 22197629 | 3269388 | 526941 | 396019 | 229999 | 26328 | 64165 | 50043 | 273629 | 38495705 | 725918 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
187 | 436329062 | 66922847 | 7985676 | 617234 | 2439078 | 644435 | 2547927 | 03206 | 16962 | 04337 | 923902 | 41163 | 02833 | 00921 | 2868 | 00392 | 164437 | 01311 | 146909 | 21092 | 05635 | 65571 | 28191 | 65259 | 0129 | 19397 | 210028 | 96685 | 679347 | 1438193 | 381735 | 573865 | 1120289 | 351393 | 560384 | 07834 | 77932 | 16007 | 832386 | 9428972 | 95666 | 02862 | 2558507 | 0 | 137795 | 21471216 | 3203411 | 513796 | 351388 | 210028 | 22924 | 61948 | 45072 | 260426 | 362687875 | 679432 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
188 | 501372383 | 95002676 | 11072416 | 874043 | 2768458 | 793734 | 3877832 | 054 | 29896 | 08711 | 1749341 | 63047 | 04237 | 01614 | 45048 | 00576 | 266934 | 02751 | 254808 | 33581 | 11483 | 116314 | 47645 | 117959 | 02106 | 23658 | 311449 | 160278 | 928444 | 2065771 | 479206 | 796619 | 1284231 | 57049 | 680104 | 12084 | 15013 | 18094 | 1118042 | 11645947 | 156587 | 05675 | 2982958 | 0 | 165942 | 26774353 | 3777099 | 60786 | 570481 | 31145 | 39399 | 75651 | 69859 | 328078 | 4754195 | 928561 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
189 | 523637695 | 104034453 | 12072527 | 956702 | 2916008 | 842744 | 4167044 | 05883 | 32656 | 09606 | 1985091 | 67655 | 04539 | 01764 | 48284 | 00617 | 287929 | 03064 | 27834 | 36452 | 12669 | 1272988 | 51503 | 131369 | 02272 | 25034 | 337313 | 175369 | 992318 | 2227886 | 508499 | 855748 | 1345992 | 62293 | 717929 | 13127 | 166414 | 18898 | 119647 | 12334379 | 171111 | 06304 | 3133279 | 0 | 175412 | 28390537 | 3974153 | 640067 | 622921 | 337314 | 43259 | 80114 | 75957 | 347433 | 51024665 | 992444 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
190 | 510116523 | 105199639 | 12180325 | 967191 | 2904136 | 839198 | 4224749 | 06001 | 33353 | 09845 | 2040769 | 68646 | 04596 | 01802 | 48999 | 00624 | 292772 | 03148 | 284094 | 3712 | 12995 | 1300601 | 52435 | 134568 | 02311 | 24926 | 340637 | 178174 | 995043 | 2244696 | 507615 | 860476 | 1315009 | 632154 | 706271 | 13217 | 170289 | 18612 | 1197995 | 12214474 | 173678 | 06459 | 3084567 | 0 | 172719 | 28165559 | 3930524 | 635055 | 632145 | 340638 | 44031 | 79843 | 76889 | 348596 | 5106909 | 995166 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
191 | 503891562 | 105700977 | 12230387 | 971735 | 2924994 | 840322 | 4249734 | 06046 | 33593 | 09908 | 2059337 | 69077 | 04623 | 01816 | 49265 | 00628 | 29454 | 0317 | 286142 | 3742 | 13082 | 1310098 | 52735 | 135682 | 02325 | 24989 | 342152 | 17907 | 997955 | 2253701 | 509089 | 863755 | 1304632 | 635239 | 702278 | 1323 | 171288 | 18576 | 1200693 | 12188588 | 174473 | 06498 | 3074044 | 0 | 171926 | 28131846 | 3927404 | 635797 | 63523 | 342154 | 44262 | 80042 | 77244 | 35068 | 51178825 | 998079 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
192 | 544858086 | 105312734 | 12261509 | 968791 | 3082353 | 871822 | 4221925 | 05895 | 3254 | 09418 | 1931802 | 68663 | 04611 | 01759 | 48831 | 00628 | 289827 | 02983 | 277625 | 36816 | 12417 | 1266768 | 51581 | 129416 | 02285 | 26099 | 341898 | 175032 | 1015488 | 2266757 | 528848 | 875917 | 1409757 | 623227 | 74485 | 13146 | 163151 | 19814 | 1228818 | 1279431 | 170967 | 06161 | 3283715 | 0 | 182207 | 29432878 | 4166435 | 671874 | 623218 | 341899 | 4297 | 83736 | 76476 | 362433 | 52152005 | 1015614 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
193 | 476778438 | 77749429 | 9209822 | 71653 | 2644341 | 714915 | 2986949 | 0384 | 20618 | 05523 | 1184799 | 4813 | 03304 | 01118 | 3385 | 00455 | 195686 | 01705 | 177915 | 24792 | 07193 | 799032 | 33978 | 81425 | 01538 | 21429 | 244699 | 116469 | 772873 | 1659478 | 424661 | 655869 | 1226457 | 42068 | 620931 | 09251 | 98658 | 17364 | 943539 | 1048174 | 11484 | 0366 | 2803787 | 0 | 152545 | 23913462 | 3514915 | 563255 | 420673 | 2447 | 27938 | 68472 | 53193 | 289938 | 4102799 | 77297 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
194 | 449196914 | 6732082 | 8041113 | 620969 | 2439078 | 64876 | 2547578 | 03197 | 16921 | 04334 | 923512 | 41112 | 02833 | 00919 | 28676 | 00392 | 164308 | 01309 | 146596 | 21014 | 05627 | 654148 | 28182 | 65177 | 01289 | 1954 | 211103 | 97073 | 683947 | 1446197 | 384249 | 577074 | 1148655 | 352918 | 572572 | 07935 | 78124 | 16201 | 839693 | 9574733 | 96115 | 02868 | 2602206 | 0 | 140654 | 21776494 | 3243127 | 51826 | 352913 | 211104 | 2301 | 62359 | 45286 | 260426 | 36511305 | 684033 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
195 | 492119414 | 94837139 | 11046455 | 872464 | 2768458 | 790245 | 3878569 | 05419 | 29981 | 08717 | 1750161 | 63155 | 04237 | 01619 | 45056 | 00576 | 267203 | 02753 | 255463 | 33744 | 115 | 1166415 | 47664 | 118123 | 02108 | 23562 | 310663 | 159977 | 925157 | 2060046 | 477474 | 794333 | 1266519 | 569321 | 672527 | 12013 | 149954 | 17957 | 111318 | 11553611 | 156247 | 05669 | 2955917 | 0 | 164188 | 26580769 | 3751902 | 605308 | 569313 | 310664 | 39332 | 75391 | 69701 | 328078 | 47305865 | 925272 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
196 | 484653867 | 10296874 | 11918015 | 946649 | 2916008 | 826995 | 4169432 | 05945 | 32932 | 09625 | 198776 | 68005 | 04539 | 01781 | 48312 | 00617 | 288806 | 03071 | 280473 | 36984 | 12725 | 1283649 | 51565 | 131915 | 02279 | 24608 | 334006 | 174135 | 978106 | 2203459 | 500962 | 84597 | 1263255 | 618126 | 682209 | 12818 | 165747 | 1832 | 1174615 | 11907894 | 169742 | 06282 | 3006566 | 0 | 167021 | 27497097 | 3858349 | 627449 | 618117 | 334007 | 42983 | 789 | 75296 | 347433 | 5005759 | 978228 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
197 | 468224805 | 104244414 | 12032341 | 958103 | 2904137 | 821897 | 422726 | 06066 | 33644 | 09866 | 2043577 | 69014 | 04596 | 01819 | 49028 | 00624 | 293694 | 03156 | 286336 | 37679 | 13053 | 1311811 | 52501 | 135152 | 02318 | 24466 | 337149 | 17687 | 979621 | 2218662 | 499595 | 850125 | 1234175 | 62706 | 670483 | 12907 | 169587 | 18011 | 1175305 | 11787462 | 172309 | 06436 | 2957863 | 0 | 16429 | 27267686 | 3813175 | 621633 | 627051 | 33715 | 43739 | 7855 | 76188 | 348596 | 5001863 | 979742 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
198 | 479718555 | 105501494 | 12184573 | 969713 | 2924994 | 830722 | 4251681 | 06096 | 33818 | 09924 | 2061509 | 69362 | 04623 | 01829 | 49288 | 00628 | 295254 | 03177 | 287877 | 37853 | 13127 | 1318775 | 52786 | 136138 | 0233 | 24722 | 339983 | 17827 | 989069 | 223816 | 504376 | 857595 | 1256544 | 632121 | 682547 | 13052 | 170824 | 18256 | 1187483 | 11956486 | 173687 | 06482 | 3003143 | 0 | 167123 | 27632395 | 3862603 | 628598 | 632112 | 339984 | 44081 | 79275 | 7682 | 35068 | 50560935 | 989193 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
199 | 507036484 | 104535312 | 12142426 | 961406 | 3082353 | 858174 | 4223745 | 05942 | 3275 | 09433 | 1933838 | 6893 | 04611 | 01771 | 48852 | 00628 | 290496 | 02989 | 279251 | 37221 | 12459 | 1274894 | 51628 | 129845 | 0229 | 25677 | 338464 | 173757 | 100186 | 2242014 | 521251 | 865957 | 1332349 | 6183 | 711733 | 12865 | 162439 | 19304 | 1207363 | 12399872 | 169653 | 06138 | 3164822 | 0 | 174296 | 28594998 | 4056819 | 659559 | 618291 | 338465 | 42685 | 82476 | 75798 | 362433 | 51316645 | 1001985 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
200 | 4291425 | 76164351 | 8988975 | 701649 | 2644341 | 69841 | 2988514 | 03881 | 208 | 05536 | 1186551 | 48359 | 03304 | 01128 | 33869 | 00455 | 196261 | 0171 | 179314 | 25141 | 07229 | 806025 | 34018 | 81792 | 01542 | 20903 | 240651 | 114987 | 755704 | 1629651 | 415406 | 643947 | 1134162 | 414897 | 581117 | 08912 | 97879 | 16707 | 917784 | 10004016 | 113266 | 03634 | 2660045 | 0 | 143129 | 22901084 | 3381587 | 547889 | 414891 | 240652 | 27609 | 6696 | 5239 | 289938 | 40087695 | 755798 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
201 | 414913398 | 65957471 | 7858538 | 608232 | 2439078 | 636319 | 2548572 | 03223 | 17036 | 04342 | 924622 | 41258 | 02833 | 00925 | 28687 | 00392 | 164673 | 01313 | 147484 | 21235 | 0565 | 658584 | 28208 | 65411 | 01292 | 19164 | 208241 | 96034 | 671511 | 1425056 | 37767 | 568637 | 108115 | 348847 | 544025 | 07686 | 77587 | 15712 | 821387 | 923062 | 94962 | 02851 | 2498573 | 0 | 133927 | 21047625 | 3147417 | 507205 | 348842 | 208242 | 22779 | 61267 | 4472 | 260426 | 358340475 | 671595 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
202 | 484641602 | 94245527 | 10974386 | 866995 | 2768458 | 786479 | 3878844 | 05426 | 30012 | 08719 | 1750471 | 63195 | 04237 | 01621 | 45059 | 00576 | 267304 | 02754 | 255709 | 33806 | 11506 | 1167649 | 47671 | 118194 | 02108 | 23475 | 310002 | 159724 | 922319 | 2055047 | 47591 | 792294 | 1251418 | 568361 | 665434 | 11951 | 149825 | 17832 | 110881 | 11466925 | 155951 | 05664 | 2930829 | 0 | 162593 | 26401084 | 3728215 | 602018 | 568353 | 310003 | 39276 | 75082 | 69565 | 328078 | 4714359 | 922434 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
203 | 524579883 | 103643984 | 12030052 | 953135 | 2916008 | 841569 | 4167108 | 05885 | 32664 | 09606 | 1985165 | 67664 | 04539 | 01765 | 48285 | 00617 | 287954 | 03064 | 278399 | 36466 | 12671 | 127328 | 51504 | 131387 | 02272 | 2504 | 337379 | 175373 | 992427 | 222814 | 50859 | 855841 | 1346991 | 622978 | 717404 | 13121 | 166412 | 18877 | 119658 | 1232666 | 171078 | 06304 | 3132526 | 0 | 175415 | 2838125 | 3973052 | 63948 | 622969 | 33738 | 4326 | 80072 | 75962 | 347433 | 51032785 | 992551 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
204 | 511148203 | 104983652 | 12156962 | 96522 | 2904136 | 83969 | 4224742 | 06 | 33352 | 09845 | 2040759 | 68645 | 04596 | 01802 | 48999 | 00624 | 29277 | 03148 | 284088 | 37119 | 12995 | 1300573 | 52435 | 134568 | 02311 | 24937 | 340702 | 1782 | 995457 | 2245244 | 507761 | 860647 | 1322636 | 632255 | 708996 | 1324 | 170309 | 18644 | 1198981 | 12245485 | 17375 | 0646 | 3094034 | 0 | 17339 | 28227639 | 3937558 | 635277 | 632246 | 340703 | 44037 | 79851 | 76903 | 348596 | 51117265 | 995579 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
205 | 494995859 | 105593164 | 12213384 | 970708 | 2924994 | 836909 | 4250807 | 06073 | 33717 | 09917 | 2060536 | 69234 | 04623 | 01823 | 49278 | 00628 | 294934 | 03174 | 287099 | 37659 | 13107 | 1314885 | 52763 | 135933 | 02328 | 24896 | 341294 | 178758 | 994849 | 2247889 | 507336 | 861401 | 1290197 | 63403 | 696845 | 13174 | 171097 | 18484 | 1196221 | 12124623 | 174204 | 06491 | 3053715 | 0 | 170566 | 27986409 | 3908074 | 633372 | 634021 | 341295 | 44191 | 7976 | 77082 | 35068 | 5095164 | 994974 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
206 | 533839492 | 105399277 | 12268152 | 969559 | 3082353 | 868282 | 4223143 | 05927 | 32681 | 09428 | 1933169 | 68842 | 04611 | 01767 | 48845 | 00628 | 290276 | 02987 | 278716 | 37088 | 12445 | 1272224 | 51613 | 129701 | 02289 | 25984 | 340876 | 174655 | 1011827 | 2259645 | 526642 | 872963 | 1389777 | 621783 | 73623 | 13072 | 16294 | 19688 | 1222822 | 1269275 | 170617 | 06154 | 325282 | 0 | 180165 | 29213418 | 4137359 | 668422 | 621774 | 340877 | 42887 | 8338 | 76277 | 362433 | 51923385 | 1011953 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
207 | 476864883 | 78021787 | 9246307 | 719074 | 264434 | 714709 | 29872 | 03847 | 20648 | 05525 | 1185081 | 48167 | 03304 | 01119 | 33853 | 00455 | 195779 | 01706 | 178141 | 24848 | 07199 | 800158 | 33984 | 81486 | 01538 | 21434 | 244698 | 116473 | 772916 | 1659636 | 424712 | 655914 | 1228626 | 420697 | 622412 | 09258 | 98655 | 17381 | 943971 | 10499733 | 114868 | 0366 | 2808427 | 0 | 152862 | 23945813 | 3518981 | 563534 | 420692 | 244699 | 27939 | 68471 | 53196 | 289938 | 410243825 | 773013 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
208 | 445999766 | 67436274 | 8055095 | 622036 | 2439078 | 647313 | 2547833 | 03203 | 16951 | 04336 | 923798 | 41149 | 02833 | 0092 | 28679 | 00392 | 164402 | 0131 | 146825 | 21071 | 05632 | 655291 | 28189 | 65236 | 0129 | 19511 | 210848 | 96985 | 682725 | 144446 | 383743 | 576418 | 1147303 | 352557 | 572922 | 07924 | 78064 | 16174 | 8389 | 957679 | 96043 | 02866 | 2601999 | 0 | 140683 | 21772288 | 324213 | 517981 | 352552 | 210848 | 22989 | 62288 | 45239 | 260426 | 36424665 | 68281 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
209 | 472785469 | 94697012 | 11016262 | 871061 | 2768458 | 782554 | 3880029 | 05457 | 3015 | 08729 | 1751794 | 63369 | 04237 | 01629 | 45073 | 00576 | 267739 | 02758 | 256767 | 3407 | 11533 | 1172938 | 47702 | 118459 | 02112 | 23355 | 309061 | 15941 | 918105 | 2048412 | 473864 | 789717 | 1228873 | 567064 | 657733 | 11875 | 149655 | 17703 | 1103238 | 11378469 | 155665 | 05659 | 29018 | 0 | 160579 | 26201936 | 370263 | 599743 | 567056 | 309062 | 39205 | 74827 | 69392 | 328078 | 46811125 | 918219 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
210 | 481044219 | 103465703 | 11973818 | 951203 | 2916008 | 82403 | 4170384 | 0597 | 33042 | 09633 | 198882 | 68144 | 04539 | 01787 | 48323 | 00617 | 289155 | 03074 | 281319 | 37195 | 12746 | 1287882 | 51589 | 132149 | 02281 | 24572 | 33382 | 17407 | 976532 | 2201805 | 500478 | 845425 | 1259823 | 61784 | 680867 | 12798 | 165711 | 18271 | 1173432 | 11894218 | 169705 | 06281 | 3002022 | 0 | 166683 | 27464414 | 3854222 | 626511 | 617832 | 333821 | 42967 | 78818 | 75257 | 347433 | 49911685 | 976655 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
211 | 479501172 | 104780957 | 12105438 | 963125 | 2904136 | 825715 | 4227133 | 06062 | 33629 | 09865 | 2043438 | 68995 | 04596 | 01818 | 49026 | 00624 | 293649 | 03156 | 286225 | 37652 | 1305 | 1311259 | 52498 | 135136 | 02317 | 2459 | 338057 | 177207 | 983584 | 2225571 | 501779 | 852924 | 1257601 | 628373 | 681487 | 12991 | 169748 | 18172 | 1181753 | 11918835 | 172677 | 06441 | 2996377 | 0 | 166857 | 2753863 | 3848744 | 625447 | 628365 | 338058 | 43813 | 78881 | 76372 | 348596 | 5026754 | 983707 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
212 | 489967422 | 105643008 | 12211602 | 971102 | 2924994 | 834542 | 4251039 | 0608 | 33744 | 09919 | 2060797 | 69268 | 04623 | 01824 | 4928 | 00628 | 29502 | 03175 | 287309 | 37711 | 13112 | 1315934 | 52769 | 135992 | 02328 | 24834 | 340863 | 178589 | 992845 | 2244516 | 506305 | 860082 | 1276818 | 633396 | 69037 | 13126 | 171006 | 18396 | 1192815 | 12048998 | 174011 | 06488 | 3031837 | 0 | 169049 | 27833271 | 3888593 | 631364 | 633387 | 340864 | 44153 | 79569 | 76991 | 35068 | 50818255 | 992968 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
15010134101 | 2907447588 | 338906633 | 26749425 | 86653198 | 24300952 | 116121122 | 161073 | 886044 | 254096 | 52666292 | 1887825 | 126966 | 47921 | 1339128 | 17312 | 7931596 | 80409 | 7568148 | 1010458 | 334775 | 34482032 | 140709 | 3529457 | 62521 | 725221 | 9364562 | 4766655 | 28009183 | 62249139 | 14646134 | 24095161 | 38918082 | 16994929 | 205379 | 358933 | 4410037 | 555377 | 3383826 | 353637793 | 4660906 | 166325 | 91011697 | 0 | 5030087 | 813094019 | 115656819 | 18679581 | 16994688 | 936459 | 1168126 | 2322596 | 2090508 | 10087629 | 14479505425 | 28012676 |
Findings on Using ASD
bull Why are NOx emissions increased with ASD application
bull More lower speed bins are included when computing emissions with the ASD approach
bull Why are PM25 emissions decreased with ASD in cities while increased in highwaysbull The single NEI average speed assigned for urban roads was relatively lower than used in ASDbull The single NEI average speed assigned for rural roads was relatively higher than ASD
bull Why do VOC emissions show different patterns between Dallas and Phoenixbull Most of metro cities show relatively lower estimated VOC while Dallas TX and Phoenix AZ show
increasesbull Higher average speed for urban unrestricted roads from Dallas and Phoenixbull Higher contribution of urban unrestricted roads from Dallas and Phoenix bull Contributions of road and vehicle types by region andor average speed played a key role
ASD approach is a better representation of actual driving patterns by road type
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 16
NOx Humidity Correction
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 17
Humidity impacts NOx emissionsbull Spark-Ignition engines
bull Compression Ignition Diesel
The NOx Humidity Correction Equation differs by fuel Type
1 Gasoline Ethanol and CNG2 Diesel
Compute the Correction Using1 MOVES Model (Month-humiditycounty)
2 SMOKE-MOVES Integration ToolThe humidity correction equation has been coded into the latest version of SMOKE-MOVES thus allowing the adjustment to be applied according to hourly changes in humidity instead of seasonal averages
Percent Change on RPD NO2
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 18
January 1 2014 July 1 2014
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 18
Percent Change in Monthly Total NOx(January and July)
19International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019)
January July
New Jersey NOx Correction Sensitivity Runs
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 20
To assess the true impacts of NOx humidity correction perform the sensitivity runs based on the following MOVES EFs
1 MOVES Native MOVES EFs without NOx Correction
2 MOVES-NOx MOVES EFs with NOx Correction applied by MOVES
3 SMOKE-MOVES MOVES EFs with NOx Correction applied by SMOKE-MOVES
New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 21
NJ Monthly Total NOx Changes between the Methods
RPD MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 3590 4701 31 4252 18July 4517 4961 10 4354 -4
RPV MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 1127 1115 -1 1390 23July 870 866 0 832 -4
RPH MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 100 114 14 115 15July 128 128 -1 124 -3
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 22
Findings from the NJ NOx Humidity Adjustment
bull Significant Impacts to NOx emissions for RPD RPV and RPH processesbull US western regions with lower humidity will see an increase of NOxbull US eastern regions with higher humidity will see a decrease in NOxbull The Winter drier season (January) shows the significant increases of
NOx from all processesbull Summer season (July) shows up to 4 decrease of NOx from all
processesbull RPD NOx MOVES-NOx case shows higher impacts compared to
SMOKE-MOVES casebull These findings are limited to New Jersey stateInternational Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 23
Spatial Allocation using Spatial Surrogates
bull Spatial allocation is the process of mapping county-level emissions inventory data to modeling grid cells
bull We do this using spatial surrogates - each has a unique code (ID)bull There are more than 60 surrogates currently used ndash eg Population (100) Total agriculture
(310) Railroad Density (261) Offshore shipping (806) Urban unrestricted daily VMT (222) Gas well count (698)
bull Surrogates have been created using the Surrogate Tool (from wwwcmascenterorg)
bull Value = sum of attribute in grid cellsum of attribute in county
bull Values sum to 1 for each county province
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 24
New Postgres Spatial Surrogate Tool
bull Written in the PostgreSQL and PostGIS database languagebull Released on June 30 2019 bull Download from CMAS Center Spatial Allocator Github Repository
httpsgithubcomCMASCenterSpatial-Allocator
bull PostgreSQL uses a 3-tier hierarchy for data storage database schema and table A single query can access multiple tables and multiple schemas but only one database
bull Requires ReadCreateUpdateInsert access for databasesbull Supports multicore-Processing for Multiple Jobs running in parallel
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 25
Steps performed in the PG Surrogate Tool
Create a modeling domain table and insert it into the PostgreSQL Database
Load the geographic boundaries data shapefile and then reproject them to match the output modeling domain
Overlay with geographic boundaries and then calculate the attribute value in the county (ie surrogate denominator)
Overlay grid modeling domain and compute the gridded surrogate weight (ie the numerator)
Generate Surrogates using the Surrogate Tool input files
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 26
SMOKE v47 Public Release
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 27
bull Plan to release in 2019
bull Average Speed Distribution
bull NOx Humidity Correction
bull A few bug fixes and minor updates
bull Future Updatesbull New Rate-Per-Start (RPS) Process
bull New Off-network Idling (ONI) Process
Acknowledgement
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 28
bull US EPA Office of Air Quality Planning and Standard (OAQPS)bull US EPA Office of Transportation Air Quality (OTAQ)bull US EPA Office of Research Development (ORD)
Road Types Distribution by Region
Average Speed by Road type
Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
- SMOKE version 47Recent Enhancements
- Outline
- Slide Number 3
- Background on Speeds in MOVES and SMOKE-MOVES
- Examples of Average Speed Distributions
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Unrestricted)
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Restricted)
- Impact of Speed by Pollutant and Vehicle TypeFuel Gasoline
- Impact of Speed by Pollutant and Vehicle TypeFuel Diesel
- Improved Representation of Speeds in SMOKE-MOVES
- Difference in July NOx
- Difference in July PM25
- Difference in July VOC
- Comparison between Interpolation vs ASD
- Findings on Using ASD
- NOx Humidity Correction
- Percent Change on RPD NO2
- Percent Change in Monthly Total NOx(January and July)
- New Jersey NOx Correction Sensitivity Runs
- New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
- NJ Monthly Total NOx Changes between the Methods
- Findings from the NJ NOx Humidity Adjustment
- Spatial Allocation using Spatial Surrogates
- New Postgres Spatial Surrogate Tool
- Steps performed in the PG Surrogate Tool
- SMOKE v47 Public Release
- Acknowledgement
- Road Types Distribution by Region
- Slide Number 29
- Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
-
NOx Humidity Correction
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 17
Humidity impacts NOx emissionsbull Spark-Ignition engines
bull Compression Ignition Diesel
The NOx Humidity Correction Equation differs by fuel Type
1 Gasoline Ethanol and CNG2 Diesel
Compute the Correction Using1 MOVES Model (Month-humiditycounty)
2 SMOKE-MOVES Integration ToolThe humidity correction equation has been coded into the latest version of SMOKE-MOVES thus allowing the adjustment to be applied according to hourly changes in humidity instead of seasonal averages
Percent Change on RPD NO2
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 18
January 1 2014 July 1 2014
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 18
Percent Change in Monthly Total NOx(January and July)
19International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019)
January July
New Jersey NOx Correction Sensitivity Runs
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 20
To assess the true impacts of NOx humidity correction perform the sensitivity runs based on the following MOVES EFs
1 MOVES Native MOVES EFs without NOx Correction
2 MOVES-NOx MOVES EFs with NOx Correction applied by MOVES
3 SMOKE-MOVES MOVES EFs with NOx Correction applied by SMOKE-MOVES
New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 21
NJ Monthly Total NOx Changes between the Methods
RPD MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 3590 4701 31 4252 18July 4517 4961 10 4354 -4
RPV MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 1127 1115 -1 1390 23July 870 866 0 832 -4
RPH MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 100 114 14 115 15July 128 128 -1 124 -3
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 22
Findings from the NJ NOx Humidity Adjustment
bull Significant Impacts to NOx emissions for RPD RPV and RPH processesbull US western regions with lower humidity will see an increase of NOxbull US eastern regions with higher humidity will see a decrease in NOxbull The Winter drier season (January) shows the significant increases of
NOx from all processesbull Summer season (July) shows up to 4 decrease of NOx from all
processesbull RPD NOx MOVES-NOx case shows higher impacts compared to
SMOKE-MOVES casebull These findings are limited to New Jersey stateInternational Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 23
Spatial Allocation using Spatial Surrogates
bull Spatial allocation is the process of mapping county-level emissions inventory data to modeling grid cells
bull We do this using spatial surrogates - each has a unique code (ID)bull There are more than 60 surrogates currently used ndash eg Population (100) Total agriculture
(310) Railroad Density (261) Offshore shipping (806) Urban unrestricted daily VMT (222) Gas well count (698)
bull Surrogates have been created using the Surrogate Tool (from wwwcmascenterorg)
bull Value = sum of attribute in grid cellsum of attribute in county
bull Values sum to 1 for each county province
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 24
New Postgres Spatial Surrogate Tool
bull Written in the PostgreSQL and PostGIS database languagebull Released on June 30 2019 bull Download from CMAS Center Spatial Allocator Github Repository
httpsgithubcomCMASCenterSpatial-Allocator
bull PostgreSQL uses a 3-tier hierarchy for data storage database schema and table A single query can access multiple tables and multiple schemas but only one database
bull Requires ReadCreateUpdateInsert access for databasesbull Supports multicore-Processing for Multiple Jobs running in parallel
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 25
Steps performed in the PG Surrogate Tool
Create a modeling domain table and insert it into the PostgreSQL Database
Load the geographic boundaries data shapefile and then reproject them to match the output modeling domain
Overlay with geographic boundaries and then calculate the attribute value in the county (ie surrogate denominator)
Overlay grid modeling domain and compute the gridded surrogate weight (ie the numerator)
Generate Surrogates using the Surrogate Tool input files
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 26
SMOKE v47 Public Release
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 27
bull Plan to release in 2019
bull Average Speed Distribution
bull NOx Humidity Correction
bull A few bug fixes and minor updates
bull Future Updatesbull New Rate-Per-Start (RPS) Process
bull New Off-network Idling (ONI) Process
Acknowledgement
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 28
bull US EPA Office of Air Quality Planning and Standard (OAQPS)bull US EPA Office of Transportation Air Quality (OTAQ)bull US EPA Office of Research Development (ORD)
Road Types Distribution by Region
Average Speed by Road type
Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
- SMOKE version 47Recent Enhancements
- Outline
- Slide Number 3
- Background on Speeds in MOVES and SMOKE-MOVES
- Examples of Average Speed Distributions
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Unrestricted)
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Restricted)
- Impact of Speed by Pollutant and Vehicle TypeFuel Gasoline
- Impact of Speed by Pollutant and Vehicle TypeFuel Diesel
- Improved Representation of Speeds in SMOKE-MOVES
- Difference in July NOx
- Difference in July PM25
- Difference in July VOC
- Comparison between Interpolation vs ASD
- Findings on Using ASD
- NOx Humidity Correction
- Percent Change on RPD NO2
- Percent Change in Monthly Total NOx(January and July)
- New Jersey NOx Correction Sensitivity Runs
- New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
- NJ Monthly Total NOx Changes between the Methods
- Findings from the NJ NOx Humidity Adjustment
- Spatial Allocation using Spatial Surrogates
- New Postgres Spatial Surrogate Tool
- Steps performed in the PG Surrogate Tool
- SMOKE v47 Public Release
- Acknowledgement
- Road Types Distribution by Region
- Slide Number 29
- Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
-
Percent Change on RPD NO2
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 18
January 1 2014 July 1 2014
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 18
Percent Change in Monthly Total NOx(January and July)
19International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019)
January July
New Jersey NOx Correction Sensitivity Runs
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 20
To assess the true impacts of NOx humidity correction perform the sensitivity runs based on the following MOVES EFs
1 MOVES Native MOVES EFs without NOx Correction
2 MOVES-NOx MOVES EFs with NOx Correction applied by MOVES
3 SMOKE-MOVES MOVES EFs with NOx Correction applied by SMOKE-MOVES
New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 21
NJ Monthly Total NOx Changes between the Methods
RPD MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 3590 4701 31 4252 18July 4517 4961 10 4354 -4
RPV MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 1127 1115 -1 1390 23July 870 866 0 832 -4
RPH MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 100 114 14 115 15July 128 128 -1 124 -3
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 22
Findings from the NJ NOx Humidity Adjustment
bull Significant Impacts to NOx emissions for RPD RPV and RPH processesbull US western regions with lower humidity will see an increase of NOxbull US eastern regions with higher humidity will see a decrease in NOxbull The Winter drier season (January) shows the significant increases of
NOx from all processesbull Summer season (July) shows up to 4 decrease of NOx from all
processesbull RPD NOx MOVES-NOx case shows higher impacts compared to
SMOKE-MOVES casebull These findings are limited to New Jersey stateInternational Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 23
Spatial Allocation using Spatial Surrogates
bull Spatial allocation is the process of mapping county-level emissions inventory data to modeling grid cells
bull We do this using spatial surrogates - each has a unique code (ID)bull There are more than 60 surrogates currently used ndash eg Population (100) Total agriculture
(310) Railroad Density (261) Offshore shipping (806) Urban unrestricted daily VMT (222) Gas well count (698)
bull Surrogates have been created using the Surrogate Tool (from wwwcmascenterorg)
bull Value = sum of attribute in grid cellsum of attribute in county
bull Values sum to 1 for each county province
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 24
New Postgres Spatial Surrogate Tool
bull Written in the PostgreSQL and PostGIS database languagebull Released on June 30 2019 bull Download from CMAS Center Spatial Allocator Github Repository
httpsgithubcomCMASCenterSpatial-Allocator
bull PostgreSQL uses a 3-tier hierarchy for data storage database schema and table A single query can access multiple tables and multiple schemas but only one database
bull Requires ReadCreateUpdateInsert access for databasesbull Supports multicore-Processing for Multiple Jobs running in parallel
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 25
Steps performed in the PG Surrogate Tool
Create a modeling domain table and insert it into the PostgreSQL Database
Load the geographic boundaries data shapefile and then reproject them to match the output modeling domain
Overlay with geographic boundaries and then calculate the attribute value in the county (ie surrogate denominator)
Overlay grid modeling domain and compute the gridded surrogate weight (ie the numerator)
Generate Surrogates using the Surrogate Tool input files
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 26
SMOKE v47 Public Release
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 27
bull Plan to release in 2019
bull Average Speed Distribution
bull NOx Humidity Correction
bull A few bug fixes and minor updates
bull Future Updatesbull New Rate-Per-Start (RPS) Process
bull New Off-network Idling (ONI) Process
Acknowledgement
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 28
bull US EPA Office of Air Quality Planning and Standard (OAQPS)bull US EPA Office of Transportation Air Quality (OTAQ)bull US EPA Office of Research Development (ORD)
Road Types Distribution by Region
Average Speed by Road type
Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
- SMOKE version 47Recent Enhancements
- Outline
- Slide Number 3
- Background on Speeds in MOVES and SMOKE-MOVES
- Examples of Average Speed Distributions
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Unrestricted)
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Restricted)
- Impact of Speed by Pollutant and Vehicle TypeFuel Gasoline
- Impact of Speed by Pollutant and Vehicle TypeFuel Diesel
- Improved Representation of Speeds in SMOKE-MOVES
- Difference in July NOx
- Difference in July PM25
- Difference in July VOC
- Comparison between Interpolation vs ASD
- Findings on Using ASD
- NOx Humidity Correction
- Percent Change on RPD NO2
- Percent Change in Monthly Total NOx(January and July)
- New Jersey NOx Correction Sensitivity Runs
- New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
- NJ Monthly Total NOx Changes between the Methods
- Findings from the NJ NOx Humidity Adjustment
- Spatial Allocation using Spatial Surrogates
- New Postgres Spatial Surrogate Tool
- Steps performed in the PG Surrogate Tool
- SMOKE v47 Public Release
- Acknowledgement
- Road Types Distribution by Region
- Slide Number 29
- Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
-
Percent Change in Monthly Total NOx(January and July)
19International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019)
January July
New Jersey NOx Correction Sensitivity Runs
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 20
To assess the true impacts of NOx humidity correction perform the sensitivity runs based on the following MOVES EFs
1 MOVES Native MOVES EFs without NOx Correction
2 MOVES-NOx MOVES EFs with NOx Correction applied by MOVES
3 SMOKE-MOVES MOVES EFs with NOx Correction applied by SMOKE-MOVES
New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 21
NJ Monthly Total NOx Changes between the Methods
RPD MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 3590 4701 31 4252 18July 4517 4961 10 4354 -4
RPV MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 1127 1115 -1 1390 23July 870 866 0 832 -4
RPH MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 100 114 14 115 15July 128 128 -1 124 -3
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 22
Findings from the NJ NOx Humidity Adjustment
bull Significant Impacts to NOx emissions for RPD RPV and RPH processesbull US western regions with lower humidity will see an increase of NOxbull US eastern regions with higher humidity will see a decrease in NOxbull The Winter drier season (January) shows the significant increases of
NOx from all processesbull Summer season (July) shows up to 4 decrease of NOx from all
processesbull RPD NOx MOVES-NOx case shows higher impacts compared to
SMOKE-MOVES casebull These findings are limited to New Jersey stateInternational Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 23
Spatial Allocation using Spatial Surrogates
bull Spatial allocation is the process of mapping county-level emissions inventory data to modeling grid cells
bull We do this using spatial surrogates - each has a unique code (ID)bull There are more than 60 surrogates currently used ndash eg Population (100) Total agriculture
(310) Railroad Density (261) Offshore shipping (806) Urban unrestricted daily VMT (222) Gas well count (698)
bull Surrogates have been created using the Surrogate Tool (from wwwcmascenterorg)
bull Value = sum of attribute in grid cellsum of attribute in county
bull Values sum to 1 for each county province
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 24
New Postgres Spatial Surrogate Tool
bull Written in the PostgreSQL and PostGIS database languagebull Released on June 30 2019 bull Download from CMAS Center Spatial Allocator Github Repository
httpsgithubcomCMASCenterSpatial-Allocator
bull PostgreSQL uses a 3-tier hierarchy for data storage database schema and table A single query can access multiple tables and multiple schemas but only one database
bull Requires ReadCreateUpdateInsert access for databasesbull Supports multicore-Processing for Multiple Jobs running in parallel
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 25
Steps performed in the PG Surrogate Tool
Create a modeling domain table and insert it into the PostgreSQL Database
Load the geographic boundaries data shapefile and then reproject them to match the output modeling domain
Overlay with geographic boundaries and then calculate the attribute value in the county (ie surrogate denominator)
Overlay grid modeling domain and compute the gridded surrogate weight (ie the numerator)
Generate Surrogates using the Surrogate Tool input files
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 26
SMOKE v47 Public Release
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 27
bull Plan to release in 2019
bull Average Speed Distribution
bull NOx Humidity Correction
bull A few bug fixes and minor updates
bull Future Updatesbull New Rate-Per-Start (RPS) Process
bull New Off-network Idling (ONI) Process
Acknowledgement
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 28
bull US EPA Office of Air Quality Planning and Standard (OAQPS)bull US EPA Office of Transportation Air Quality (OTAQ)bull US EPA Office of Research Development (ORD)
Road Types Distribution by Region
Average Speed by Road type
Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
- SMOKE version 47Recent Enhancements
- Outline
- Slide Number 3
- Background on Speeds in MOVES and SMOKE-MOVES
- Examples of Average Speed Distributions
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Unrestricted)
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Restricted)
- Impact of Speed by Pollutant and Vehicle TypeFuel Gasoline
- Impact of Speed by Pollutant and Vehicle TypeFuel Diesel
- Improved Representation of Speeds in SMOKE-MOVES
- Difference in July NOx
- Difference in July PM25
- Difference in July VOC
- Comparison between Interpolation vs ASD
- Findings on Using ASD
- NOx Humidity Correction
- Percent Change on RPD NO2
- Percent Change in Monthly Total NOx(January and July)
- New Jersey NOx Correction Sensitivity Runs
- New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
- NJ Monthly Total NOx Changes between the Methods
- Findings from the NJ NOx Humidity Adjustment
- Spatial Allocation using Spatial Surrogates
- New Postgres Spatial Surrogate Tool
- Steps performed in the PG Surrogate Tool
- SMOKE v47 Public Release
- Acknowledgement
- Road Types Distribution by Region
- Slide Number 29
- Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
-
New Jersey NOx Correction Sensitivity Runs
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 20
To assess the true impacts of NOx humidity correction perform the sensitivity runs based on the following MOVES EFs
1 MOVES Native MOVES EFs without NOx Correction
2 MOVES-NOx MOVES EFs with NOx Correction applied by MOVES
3 SMOKE-MOVES MOVES EFs with NOx Correction applied by SMOKE-MOVES
New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 21
NJ Monthly Total NOx Changes between the Methods
RPD MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 3590 4701 31 4252 18July 4517 4961 10 4354 -4
RPV MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 1127 1115 -1 1390 23July 870 866 0 832 -4
RPH MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 100 114 14 115 15July 128 128 -1 124 -3
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 22
Findings from the NJ NOx Humidity Adjustment
bull Significant Impacts to NOx emissions for RPD RPV and RPH processesbull US western regions with lower humidity will see an increase of NOxbull US eastern regions with higher humidity will see a decrease in NOxbull The Winter drier season (January) shows the significant increases of
NOx from all processesbull Summer season (July) shows up to 4 decrease of NOx from all
processesbull RPD NOx MOVES-NOx case shows higher impacts compared to
SMOKE-MOVES casebull These findings are limited to New Jersey stateInternational Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 23
Spatial Allocation using Spatial Surrogates
bull Spatial allocation is the process of mapping county-level emissions inventory data to modeling grid cells
bull We do this using spatial surrogates - each has a unique code (ID)bull There are more than 60 surrogates currently used ndash eg Population (100) Total agriculture
(310) Railroad Density (261) Offshore shipping (806) Urban unrestricted daily VMT (222) Gas well count (698)
bull Surrogates have been created using the Surrogate Tool (from wwwcmascenterorg)
bull Value = sum of attribute in grid cellsum of attribute in county
bull Values sum to 1 for each county province
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 24
New Postgres Spatial Surrogate Tool
bull Written in the PostgreSQL and PostGIS database languagebull Released on June 30 2019 bull Download from CMAS Center Spatial Allocator Github Repository
httpsgithubcomCMASCenterSpatial-Allocator
bull PostgreSQL uses a 3-tier hierarchy for data storage database schema and table A single query can access multiple tables and multiple schemas but only one database
bull Requires ReadCreateUpdateInsert access for databasesbull Supports multicore-Processing for Multiple Jobs running in parallel
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 25
Steps performed in the PG Surrogate Tool
Create a modeling domain table and insert it into the PostgreSQL Database
Load the geographic boundaries data shapefile and then reproject them to match the output modeling domain
Overlay with geographic boundaries and then calculate the attribute value in the county (ie surrogate denominator)
Overlay grid modeling domain and compute the gridded surrogate weight (ie the numerator)
Generate Surrogates using the Surrogate Tool input files
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 26
SMOKE v47 Public Release
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 27
bull Plan to release in 2019
bull Average Speed Distribution
bull NOx Humidity Correction
bull A few bug fixes and minor updates
bull Future Updatesbull New Rate-Per-Start (RPS) Process
bull New Off-network Idling (ONI) Process
Acknowledgement
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 28
bull US EPA Office of Air Quality Planning and Standard (OAQPS)bull US EPA Office of Transportation Air Quality (OTAQ)bull US EPA Office of Research Development (ORD)
Road Types Distribution by Region
Average Speed by Road type
Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
- SMOKE version 47Recent Enhancements
- Outline
- Slide Number 3
- Background on Speeds in MOVES and SMOKE-MOVES
- Examples of Average Speed Distributions
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Unrestricted)
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Restricted)
- Impact of Speed by Pollutant and Vehicle TypeFuel Gasoline
- Impact of Speed by Pollutant and Vehicle TypeFuel Diesel
- Improved Representation of Speeds in SMOKE-MOVES
- Difference in July NOx
- Difference in July PM25
- Difference in July VOC
- Comparison between Interpolation vs ASD
- Findings on Using ASD
- NOx Humidity Correction
- Percent Change on RPD NO2
- Percent Change in Monthly Total NOx(January and July)
- New Jersey NOx Correction Sensitivity Runs
- New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
- NJ Monthly Total NOx Changes between the Methods
- Findings from the NJ NOx Humidity Adjustment
- Spatial Allocation using Spatial Surrogates
- New Postgres Spatial Surrogate Tool
- Steps performed in the PG Surrogate Tool
- SMOKE v47 Public Release
- Acknowledgement
- Road Types Distribution by Region
- Slide Number 29
- Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
-
New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 21
NJ Monthly Total NOx Changes between the Methods
RPD MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 3590 4701 31 4252 18July 4517 4961 10 4354 -4
RPV MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 1127 1115 -1 1390 23July 870 866 0 832 -4
RPH MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 100 114 14 115 15July 128 128 -1 124 -3
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 22
Findings from the NJ NOx Humidity Adjustment
bull Significant Impacts to NOx emissions for RPD RPV and RPH processesbull US western regions with lower humidity will see an increase of NOxbull US eastern regions with higher humidity will see a decrease in NOxbull The Winter drier season (January) shows the significant increases of
NOx from all processesbull Summer season (July) shows up to 4 decrease of NOx from all
processesbull RPD NOx MOVES-NOx case shows higher impacts compared to
SMOKE-MOVES casebull These findings are limited to New Jersey stateInternational Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 23
Spatial Allocation using Spatial Surrogates
bull Spatial allocation is the process of mapping county-level emissions inventory data to modeling grid cells
bull We do this using spatial surrogates - each has a unique code (ID)bull There are more than 60 surrogates currently used ndash eg Population (100) Total agriculture
(310) Railroad Density (261) Offshore shipping (806) Urban unrestricted daily VMT (222) Gas well count (698)
bull Surrogates have been created using the Surrogate Tool (from wwwcmascenterorg)
bull Value = sum of attribute in grid cellsum of attribute in county
bull Values sum to 1 for each county province
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 24
New Postgres Spatial Surrogate Tool
bull Written in the PostgreSQL and PostGIS database languagebull Released on June 30 2019 bull Download from CMAS Center Spatial Allocator Github Repository
httpsgithubcomCMASCenterSpatial-Allocator
bull PostgreSQL uses a 3-tier hierarchy for data storage database schema and table A single query can access multiple tables and multiple schemas but only one database
bull Requires ReadCreateUpdateInsert access for databasesbull Supports multicore-Processing for Multiple Jobs running in parallel
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 25
Steps performed in the PG Surrogate Tool
Create a modeling domain table and insert it into the PostgreSQL Database
Load the geographic boundaries data shapefile and then reproject them to match the output modeling domain
Overlay with geographic boundaries and then calculate the attribute value in the county (ie surrogate denominator)
Overlay grid modeling domain and compute the gridded surrogate weight (ie the numerator)
Generate Surrogates using the Surrogate Tool input files
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 26
SMOKE v47 Public Release
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 27
bull Plan to release in 2019
bull Average Speed Distribution
bull NOx Humidity Correction
bull A few bug fixes and minor updates
bull Future Updatesbull New Rate-Per-Start (RPS) Process
bull New Off-network Idling (ONI) Process
Acknowledgement
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 28
bull US EPA Office of Air Quality Planning and Standard (OAQPS)bull US EPA Office of Transportation Air Quality (OTAQ)bull US EPA Office of Research Development (ORD)
Road Types Distribution by Region
Average Speed by Road type
Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
- SMOKE version 47Recent Enhancements
- Outline
- Slide Number 3
- Background on Speeds in MOVES and SMOKE-MOVES
- Examples of Average Speed Distributions
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Unrestricted)
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Restricted)
- Impact of Speed by Pollutant and Vehicle TypeFuel Gasoline
- Impact of Speed by Pollutant and Vehicle TypeFuel Diesel
- Improved Representation of Speeds in SMOKE-MOVES
- Difference in July NOx
- Difference in July PM25
- Difference in July VOC
- Comparison between Interpolation vs ASD
- Findings on Using ASD
- NOx Humidity Correction
- Percent Change on RPD NO2
- Percent Change in Monthly Total NOx(January and July)
- New Jersey NOx Correction Sensitivity Runs
- New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
- NJ Monthly Total NOx Changes between the Methods
- Findings from the NJ NOx Humidity Adjustment
- Spatial Allocation using Spatial Surrogates
- New Postgres Spatial Surrogate Tool
- Steps performed in the PG Surrogate Tool
- SMOKE v47 Public Release
- Acknowledgement
- Road Types Distribution by Region
- Slide Number 29
- Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
-
NJ Monthly Total NOx Changes between the Methods
RPD MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 3590 4701 31 4252 18July 4517 4961 10 4354 -4
RPV MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 1127 1115 -1 1390 23July 870 866 0 832 -4
RPH MOVES(tonsmonth)
MOVES-NOx(tonsmonth)
MOVES-NOx Perc Diff ()
SMOKE-MOVES(tonsmonth)
SMOKE-MOVES Perc Diff ()
January 100 114 14 115 15July 128 128 -1 124 -3
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 22
Findings from the NJ NOx Humidity Adjustment
bull Significant Impacts to NOx emissions for RPD RPV and RPH processesbull US western regions with lower humidity will see an increase of NOxbull US eastern regions with higher humidity will see a decrease in NOxbull The Winter drier season (January) shows the significant increases of
NOx from all processesbull Summer season (July) shows up to 4 decrease of NOx from all
processesbull RPD NOx MOVES-NOx case shows higher impacts compared to
SMOKE-MOVES casebull These findings are limited to New Jersey stateInternational Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 23
Spatial Allocation using Spatial Surrogates
bull Spatial allocation is the process of mapping county-level emissions inventory data to modeling grid cells
bull We do this using spatial surrogates - each has a unique code (ID)bull There are more than 60 surrogates currently used ndash eg Population (100) Total agriculture
(310) Railroad Density (261) Offshore shipping (806) Urban unrestricted daily VMT (222) Gas well count (698)
bull Surrogates have been created using the Surrogate Tool (from wwwcmascenterorg)
bull Value = sum of attribute in grid cellsum of attribute in county
bull Values sum to 1 for each county province
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 24
New Postgres Spatial Surrogate Tool
bull Written in the PostgreSQL and PostGIS database languagebull Released on June 30 2019 bull Download from CMAS Center Spatial Allocator Github Repository
httpsgithubcomCMASCenterSpatial-Allocator
bull PostgreSQL uses a 3-tier hierarchy for data storage database schema and table A single query can access multiple tables and multiple schemas but only one database
bull Requires ReadCreateUpdateInsert access for databasesbull Supports multicore-Processing for Multiple Jobs running in parallel
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 25
Steps performed in the PG Surrogate Tool
Create a modeling domain table and insert it into the PostgreSQL Database
Load the geographic boundaries data shapefile and then reproject them to match the output modeling domain
Overlay with geographic boundaries and then calculate the attribute value in the county (ie surrogate denominator)
Overlay grid modeling domain and compute the gridded surrogate weight (ie the numerator)
Generate Surrogates using the Surrogate Tool input files
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 26
SMOKE v47 Public Release
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 27
bull Plan to release in 2019
bull Average Speed Distribution
bull NOx Humidity Correction
bull A few bug fixes and minor updates
bull Future Updatesbull New Rate-Per-Start (RPS) Process
bull New Off-network Idling (ONI) Process
Acknowledgement
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 28
bull US EPA Office of Air Quality Planning and Standard (OAQPS)bull US EPA Office of Transportation Air Quality (OTAQ)bull US EPA Office of Research Development (ORD)
Road Types Distribution by Region
Average Speed by Road type
Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
- SMOKE version 47Recent Enhancements
- Outline
- Slide Number 3
- Background on Speeds in MOVES and SMOKE-MOVES
- Examples of Average Speed Distributions
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Unrestricted)
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Restricted)
- Impact of Speed by Pollutant and Vehicle TypeFuel Gasoline
- Impact of Speed by Pollutant and Vehicle TypeFuel Diesel
- Improved Representation of Speeds in SMOKE-MOVES
- Difference in July NOx
- Difference in July PM25
- Difference in July VOC
- Comparison between Interpolation vs ASD
- Findings on Using ASD
- NOx Humidity Correction
- Percent Change on RPD NO2
- Percent Change in Monthly Total NOx(January and July)
- New Jersey NOx Correction Sensitivity Runs
- New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
- NJ Monthly Total NOx Changes between the Methods
- Findings from the NJ NOx Humidity Adjustment
- Spatial Allocation using Spatial Surrogates
- New Postgres Spatial Surrogate Tool
- Steps performed in the PG Surrogate Tool
- SMOKE v47 Public Release
- Acknowledgement
- Road Types Distribution by Region
- Slide Number 29
- Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
-
Findings from the NJ NOx Humidity Adjustment
bull Significant Impacts to NOx emissions for RPD RPV and RPH processesbull US western regions with lower humidity will see an increase of NOxbull US eastern regions with higher humidity will see a decrease in NOxbull The Winter drier season (January) shows the significant increases of
NOx from all processesbull Summer season (July) shows up to 4 decrease of NOx from all
processesbull RPD NOx MOVES-NOx case shows higher impacts compared to
SMOKE-MOVES casebull These findings are limited to New Jersey stateInternational Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 23
Spatial Allocation using Spatial Surrogates
bull Spatial allocation is the process of mapping county-level emissions inventory data to modeling grid cells
bull We do this using spatial surrogates - each has a unique code (ID)bull There are more than 60 surrogates currently used ndash eg Population (100) Total agriculture
(310) Railroad Density (261) Offshore shipping (806) Urban unrestricted daily VMT (222) Gas well count (698)
bull Surrogates have been created using the Surrogate Tool (from wwwcmascenterorg)
bull Value = sum of attribute in grid cellsum of attribute in county
bull Values sum to 1 for each county province
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 24
New Postgres Spatial Surrogate Tool
bull Written in the PostgreSQL and PostGIS database languagebull Released on June 30 2019 bull Download from CMAS Center Spatial Allocator Github Repository
httpsgithubcomCMASCenterSpatial-Allocator
bull PostgreSQL uses a 3-tier hierarchy for data storage database schema and table A single query can access multiple tables and multiple schemas but only one database
bull Requires ReadCreateUpdateInsert access for databasesbull Supports multicore-Processing for Multiple Jobs running in parallel
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 25
Steps performed in the PG Surrogate Tool
Create a modeling domain table and insert it into the PostgreSQL Database
Load the geographic boundaries data shapefile and then reproject them to match the output modeling domain
Overlay with geographic boundaries and then calculate the attribute value in the county (ie surrogate denominator)
Overlay grid modeling domain and compute the gridded surrogate weight (ie the numerator)
Generate Surrogates using the Surrogate Tool input files
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 26
SMOKE v47 Public Release
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 27
bull Plan to release in 2019
bull Average Speed Distribution
bull NOx Humidity Correction
bull A few bug fixes and minor updates
bull Future Updatesbull New Rate-Per-Start (RPS) Process
bull New Off-network Idling (ONI) Process
Acknowledgement
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 28
bull US EPA Office of Air Quality Planning and Standard (OAQPS)bull US EPA Office of Transportation Air Quality (OTAQ)bull US EPA Office of Research Development (ORD)
Road Types Distribution by Region
Average Speed by Road type
Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
- SMOKE version 47Recent Enhancements
- Outline
- Slide Number 3
- Background on Speeds in MOVES and SMOKE-MOVES
- Examples of Average Speed Distributions
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Unrestricted)
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Restricted)
- Impact of Speed by Pollutant and Vehicle TypeFuel Gasoline
- Impact of Speed by Pollutant and Vehicle TypeFuel Diesel
- Improved Representation of Speeds in SMOKE-MOVES
- Difference in July NOx
- Difference in July PM25
- Difference in July VOC
- Comparison between Interpolation vs ASD
- Findings on Using ASD
- NOx Humidity Correction
- Percent Change on RPD NO2
- Percent Change in Monthly Total NOx(January and July)
- New Jersey NOx Correction Sensitivity Runs
- New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
- NJ Monthly Total NOx Changes between the Methods
- Findings from the NJ NOx Humidity Adjustment
- Spatial Allocation using Spatial Surrogates
- New Postgres Spatial Surrogate Tool
- Steps performed in the PG Surrogate Tool
- SMOKE v47 Public Release
- Acknowledgement
- Road Types Distribution by Region
- Slide Number 29
- Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
-
Spatial Allocation using Spatial Surrogates
bull Spatial allocation is the process of mapping county-level emissions inventory data to modeling grid cells
bull We do this using spatial surrogates - each has a unique code (ID)bull There are more than 60 surrogates currently used ndash eg Population (100) Total agriculture
(310) Railroad Density (261) Offshore shipping (806) Urban unrestricted daily VMT (222) Gas well count (698)
bull Surrogates have been created using the Surrogate Tool (from wwwcmascenterorg)
bull Value = sum of attribute in grid cellsum of attribute in county
bull Values sum to 1 for each county province
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 24
New Postgres Spatial Surrogate Tool
bull Written in the PostgreSQL and PostGIS database languagebull Released on June 30 2019 bull Download from CMAS Center Spatial Allocator Github Repository
httpsgithubcomCMASCenterSpatial-Allocator
bull PostgreSQL uses a 3-tier hierarchy for data storage database schema and table A single query can access multiple tables and multiple schemas but only one database
bull Requires ReadCreateUpdateInsert access for databasesbull Supports multicore-Processing for Multiple Jobs running in parallel
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 25
Steps performed in the PG Surrogate Tool
Create a modeling domain table and insert it into the PostgreSQL Database
Load the geographic boundaries data shapefile and then reproject them to match the output modeling domain
Overlay with geographic boundaries and then calculate the attribute value in the county (ie surrogate denominator)
Overlay grid modeling domain and compute the gridded surrogate weight (ie the numerator)
Generate Surrogates using the Surrogate Tool input files
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 26
SMOKE v47 Public Release
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 27
bull Plan to release in 2019
bull Average Speed Distribution
bull NOx Humidity Correction
bull A few bug fixes and minor updates
bull Future Updatesbull New Rate-Per-Start (RPS) Process
bull New Off-network Idling (ONI) Process
Acknowledgement
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 28
bull US EPA Office of Air Quality Planning and Standard (OAQPS)bull US EPA Office of Transportation Air Quality (OTAQ)bull US EPA Office of Research Development (ORD)
Road Types Distribution by Region
Average Speed by Road type
Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
- SMOKE version 47Recent Enhancements
- Outline
- Slide Number 3
- Background on Speeds in MOVES and SMOKE-MOVES
- Examples of Average Speed Distributions
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Unrestricted)
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Restricted)
- Impact of Speed by Pollutant and Vehicle TypeFuel Gasoline
- Impact of Speed by Pollutant and Vehicle TypeFuel Diesel
- Improved Representation of Speeds in SMOKE-MOVES
- Difference in July NOx
- Difference in July PM25
- Difference in July VOC
- Comparison between Interpolation vs ASD
- Findings on Using ASD
- NOx Humidity Correction
- Percent Change on RPD NO2
- Percent Change in Monthly Total NOx(January and July)
- New Jersey NOx Correction Sensitivity Runs
- New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
- NJ Monthly Total NOx Changes between the Methods
- Findings from the NJ NOx Humidity Adjustment
- Spatial Allocation using Spatial Surrogates
- New Postgres Spatial Surrogate Tool
- Steps performed in the PG Surrogate Tool
- SMOKE v47 Public Release
- Acknowledgement
- Road Types Distribution by Region
- Slide Number 29
- Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
-
New Postgres Spatial Surrogate Tool
bull Written in the PostgreSQL and PostGIS database languagebull Released on June 30 2019 bull Download from CMAS Center Spatial Allocator Github Repository
httpsgithubcomCMASCenterSpatial-Allocator
bull PostgreSQL uses a 3-tier hierarchy for data storage database schema and table A single query can access multiple tables and multiple schemas but only one database
bull Requires ReadCreateUpdateInsert access for databasesbull Supports multicore-Processing for Multiple Jobs running in parallel
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 25
Steps performed in the PG Surrogate Tool
Create a modeling domain table and insert it into the PostgreSQL Database
Load the geographic boundaries data shapefile and then reproject them to match the output modeling domain
Overlay with geographic boundaries and then calculate the attribute value in the county (ie surrogate denominator)
Overlay grid modeling domain and compute the gridded surrogate weight (ie the numerator)
Generate Surrogates using the Surrogate Tool input files
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 26
SMOKE v47 Public Release
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 27
bull Plan to release in 2019
bull Average Speed Distribution
bull NOx Humidity Correction
bull A few bug fixes and minor updates
bull Future Updatesbull New Rate-Per-Start (RPS) Process
bull New Off-network Idling (ONI) Process
Acknowledgement
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 28
bull US EPA Office of Air Quality Planning and Standard (OAQPS)bull US EPA Office of Transportation Air Quality (OTAQ)bull US EPA Office of Research Development (ORD)
Road Types Distribution by Region
Average Speed by Road type
Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
- SMOKE version 47Recent Enhancements
- Outline
- Slide Number 3
- Background on Speeds in MOVES and SMOKE-MOVES
- Examples of Average Speed Distributions
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Unrestricted)
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Restricted)
- Impact of Speed by Pollutant and Vehicle TypeFuel Gasoline
- Impact of Speed by Pollutant and Vehicle TypeFuel Diesel
- Improved Representation of Speeds in SMOKE-MOVES
- Difference in July NOx
- Difference in July PM25
- Difference in July VOC
- Comparison between Interpolation vs ASD
- Findings on Using ASD
- NOx Humidity Correction
- Percent Change on RPD NO2
- Percent Change in Monthly Total NOx(January and July)
- New Jersey NOx Correction Sensitivity Runs
- New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
- NJ Monthly Total NOx Changes between the Methods
- Findings from the NJ NOx Humidity Adjustment
- Spatial Allocation using Spatial Surrogates
- New Postgres Spatial Surrogate Tool
- Steps performed in the PG Surrogate Tool
- SMOKE v47 Public Release
- Acknowledgement
- Road Types Distribution by Region
- Slide Number 29
- Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
-
Steps performed in the PG Surrogate Tool
Create a modeling domain table and insert it into the PostgreSQL Database
Load the geographic boundaries data shapefile and then reproject them to match the output modeling domain
Overlay with geographic boundaries and then calculate the attribute value in the county (ie surrogate denominator)
Overlay grid modeling domain and compute the gridded surrogate weight (ie the numerator)
Generate Surrogates using the Surrogate Tool input files
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 26
SMOKE v47 Public Release
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 27
bull Plan to release in 2019
bull Average Speed Distribution
bull NOx Humidity Correction
bull A few bug fixes and minor updates
bull Future Updatesbull New Rate-Per-Start (RPS) Process
bull New Off-network Idling (ONI) Process
Acknowledgement
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 28
bull US EPA Office of Air Quality Planning and Standard (OAQPS)bull US EPA Office of Transportation Air Quality (OTAQ)bull US EPA Office of Research Development (ORD)
Road Types Distribution by Region
Average Speed by Road type
Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
- SMOKE version 47Recent Enhancements
- Outline
- Slide Number 3
- Background on Speeds in MOVES and SMOKE-MOVES
- Examples of Average Speed Distributions
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Unrestricted)
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Restricted)
- Impact of Speed by Pollutant and Vehicle TypeFuel Gasoline
- Impact of Speed by Pollutant and Vehicle TypeFuel Diesel
- Improved Representation of Speeds in SMOKE-MOVES
- Difference in July NOx
- Difference in July PM25
- Difference in July VOC
- Comparison between Interpolation vs ASD
- Findings on Using ASD
- NOx Humidity Correction
- Percent Change on RPD NO2
- Percent Change in Monthly Total NOx(January and July)
- New Jersey NOx Correction Sensitivity Runs
- New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
- NJ Monthly Total NOx Changes between the Methods
- Findings from the NJ NOx Humidity Adjustment
- Spatial Allocation using Spatial Surrogates
- New Postgres Spatial Surrogate Tool
- Steps performed in the PG Surrogate Tool
- SMOKE v47 Public Release
- Acknowledgement
- Road Types Distribution by Region
- Slide Number 29
- Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
-
SMOKE v47 Public Release
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 27
bull Plan to release in 2019
bull Average Speed Distribution
bull NOx Humidity Correction
bull A few bug fixes and minor updates
bull Future Updatesbull New Rate-Per-Start (RPS) Process
bull New Off-network Idling (ONI) Process
Acknowledgement
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 28
bull US EPA Office of Air Quality Planning and Standard (OAQPS)bull US EPA Office of Transportation Air Quality (OTAQ)bull US EPA Office of Research Development (ORD)
Road Types Distribution by Region
Average Speed by Road type
Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
- SMOKE version 47Recent Enhancements
- Outline
- Slide Number 3
- Background on Speeds in MOVES and SMOKE-MOVES
- Examples of Average Speed Distributions
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Unrestricted)
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Restricted)
- Impact of Speed by Pollutant and Vehicle TypeFuel Gasoline
- Impact of Speed by Pollutant and Vehicle TypeFuel Diesel
- Improved Representation of Speeds in SMOKE-MOVES
- Difference in July NOx
- Difference in July PM25
- Difference in July VOC
- Comparison between Interpolation vs ASD
- Findings on Using ASD
- NOx Humidity Correction
- Percent Change on RPD NO2
- Percent Change in Monthly Total NOx(January and July)
- New Jersey NOx Correction Sensitivity Runs
- New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
- NJ Monthly Total NOx Changes between the Methods
- Findings from the NJ NOx Humidity Adjustment
- Spatial Allocation using Spatial Surrogates
- New Postgres Spatial Surrogate Tool
- Steps performed in the PG Surrogate Tool
- SMOKE v47 Public Release
- Acknowledgement
- Road Types Distribution by Region
- Slide Number 29
- Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
-
Acknowledgement
International Emissions Inventory Conference at Dallas TX (July 29 ndash August 2 2019) 28
bull US EPA Office of Air Quality Planning and Standard (OAQPS)bull US EPA Office of Transportation Air Quality (OTAQ)bull US EPA Office of Research Development (ORD)
Road Types Distribution by Region
Average Speed by Road type
Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
- SMOKE version 47Recent Enhancements
- Outline
- Slide Number 3
- Background on Speeds in MOVES and SMOKE-MOVES
- Examples of Average Speed Distributions
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Unrestricted)
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Restricted)
- Impact of Speed by Pollutant and Vehicle TypeFuel Gasoline
- Impact of Speed by Pollutant and Vehicle TypeFuel Diesel
- Improved Representation of Speeds in SMOKE-MOVES
- Difference in July NOx
- Difference in July PM25
- Difference in July VOC
- Comparison between Interpolation vs ASD
- Findings on Using ASD
- NOx Humidity Correction
- Percent Change on RPD NO2
- Percent Change in Monthly Total NOx(January and July)
- New Jersey NOx Correction Sensitivity Runs
- New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
- NJ Monthly Total NOx Changes between the Methods
- Findings from the NJ NOx Humidity Adjustment
- Spatial Allocation using Spatial Surrogates
- New Postgres Spatial Surrogate Tool
- Steps performed in the PG Surrogate Tool
- SMOKE v47 Public Release
- Acknowledgement
- Road Types Distribution by Region
- Slide Number 29
- Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
-
Road Types Distribution by Region
Average Speed by Road type
Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
- SMOKE version 47Recent Enhancements
- Outline
- Slide Number 3
- Background on Speeds in MOVES and SMOKE-MOVES
- Examples of Average Speed Distributions
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Unrestricted)
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Restricted)
- Impact of Speed by Pollutant and Vehicle TypeFuel Gasoline
- Impact of Speed by Pollutant and Vehicle TypeFuel Diesel
- Improved Representation of Speeds in SMOKE-MOVES
- Difference in July NOx
- Difference in July PM25
- Difference in July VOC
- Comparison between Interpolation vs ASD
- Findings on Using ASD
- NOx Humidity Correction
- Percent Change on RPD NO2
- Percent Change in Monthly Total NOx(January and July)
- New Jersey NOx Correction Sensitivity Runs
- New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
- NJ Monthly Total NOx Changes between the Methods
- Findings from the NJ NOx Humidity Adjustment
- Spatial Allocation using Spatial Surrogates
- New Postgres Spatial Surrogate Tool
- Steps performed in the PG Surrogate Tool
- SMOKE v47 Public Release
- Acknowledgement
- Road Types Distribution by Region
- Slide Number 29
- Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
-
Average Speed by Road type
Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
- SMOKE version 47Recent Enhancements
- Outline
- Slide Number 3
- Background on Speeds in MOVES and SMOKE-MOVES
- Examples of Average Speed Distributions
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Unrestricted)
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Restricted)
- Impact of Speed by Pollutant and Vehicle TypeFuel Gasoline
- Impact of Speed by Pollutant and Vehicle TypeFuel Diesel
- Improved Representation of Speeds in SMOKE-MOVES
- Difference in July NOx
- Difference in July PM25
- Difference in July VOC
- Comparison between Interpolation vs ASD
- Findings on Using ASD
- NOx Humidity Correction
- Percent Change on RPD NO2
- Percent Change in Monthly Total NOx(January and July)
- New Jersey NOx Correction Sensitivity Runs
- New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
- NJ Monthly Total NOx Changes between the Methods
- Findings from the NJ NOx Humidity Adjustment
- Spatial Allocation using Spatial Surrogates
- New Postgres Spatial Surrogate Tool
- Steps performed in the PG Surrogate Tool
- SMOKE v47 Public Release
- Acknowledgement
- Road Types Distribution by Region
- Slide Number 29
- Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
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Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
- SMOKE version 47Recent Enhancements
- Outline
- Slide Number 3
- Background on Speeds in MOVES and SMOKE-MOVES
- Examples of Average Speed Distributions
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Unrestricted)
- Current 24-hours Speed Profiles by MOVES source type (Gasoline-Urban Restricted)
- Impact of Speed by Pollutant and Vehicle TypeFuel Gasoline
- Impact of Speed by Pollutant and Vehicle TypeFuel Diesel
- Improved Representation of Speeds in SMOKE-MOVES
- Difference in July NOx
- Difference in July PM25
- Difference in July VOC
- Comparison between Interpolation vs ASD
- Findings on Using ASD
- NOx Humidity Correction
- Percent Change on RPD NO2
- Percent Change in Monthly Total NOx(January and July)
- New Jersey NOx Correction Sensitivity Runs
- New Jersey NOx Adjustment Sensitivity(MOVES ndash SMOKE-MOVES)
- NJ Monthly Total NOx Changes between the Methods
- Findings from the NJ NOx Humidity Adjustment
- Spatial Allocation using Spatial Surrogates
- New Postgres Spatial Surrogate Tool
- Steps performed in the PG Surrogate Tool
- SMOKE v47 Public Release
- Acknowledgement
- Road Types Distribution by Region
- Slide Number 29
- Urban Unrestricted ASD by SCC (Weekday=5 Hour =18)
-