the seasonal aerosol aerosol pattern at the improve sites is examined using two methodologies:

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NARSTO PM Assessment Chapter 5: Spatial and Temporal Pattern TOC Introduction Data Global Pattern NAM Dust NAM Smoke NAM Haze NAM Total PM Local PM Speciated Seasonal over the Central EUS The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies: Seasonal Mass Balance Charts Seasonal Percentile Frequency Charts

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NARSTO PM Assessment Chapter 5: Spatial and Temporal Pattern TOC Introduction Data Global Pattern NAM Dust NAM Smoke NAM Haze NAM Total PM Local PM Speciated Seasonal over the Central EUS. The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies: - PowerPoint PPT Presentation

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Page 2: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Method 1: Cumulative Seasonal PM2.5 Composition

• PM2.5 chemical components were calculated based on the CIRA methodology

• In addition, the the organics were (tentatively) further separated as Primary Smoke Organics (red) and Remainder organics (purple)

PSO = 20*(K - 0.15*Si – 0.02* Na) Remainder Org = Organics - PSO

• Also, the ‘Unknown’ mass (white area) is the difference between the gravimetrically measured and the chemically reconstructed PM2.5.

• The daily chemical composition was aggregated over the available IMPROVE data range (1988-99) to retain the seasonal structure.

• I order to reduce the noise the daily data were smoothed by a 15-day moving average filter.

Shenandoah

Page 3: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Method 2: Seasonal Percentiles, 1992-99

At Lye Brook, VT, the clean days (20 percentile) corresponds to ~4 ug/m3 throughout the year

The dirty days are (80-90%-ile) have 2-5 times higher concentration than the clean days.

Great Smoky Mtn.Lye Brook

Clean days (20%) ‘Clean’ days (20%)

Dirty days, 80-90%

Dirty days, 80-90%

At the Smoky Mtn, the clean days in the winter are also ~4 ug/m3. However in the summer, even the ‘clean’ days have 14 ug/m3 PM2.5.

The dirty days are have 2-3 times higher than the clean days through out the year.

• The charts depict the magnitude of seasonal and synoptic variation• The synoptic-scale variation (day-to-day) can be measured by the 20-80 percentile spread

Page 4: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Regional Grouping of Sites

• For this presentation the IMPROVE sites were grouped as follows:

– New England ()

– Mid-Atlantic ()

– Central EUS ()

– Peripheral ()

• For each region, the seasonality is displayed for:

– Chemical Mass Balance

– Carbonaceous Mass Balance

– Fine Particle Mass Percentiles

– Coarse Mass Percentiles

– Sulfate Percentiles

– Fine Soil Percentiles

– Tot. Carbon. + 'Unknown' Percentiles

– Smoke Organics Percentiles

Page 5: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

South WUS: Chemical Mass Balance

Tonto Bandelier Petrified F.

Saguaro NM Chiricahua

Page 6: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Southwest : Chemical Mass Balance

Bryce Canyon Mesa Verde Hopi Point

Weminuche W G Sand Dunes

Canyonlands

White River

Page 7: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Idaho: Chemical Mass Balance

Sawtooth Crater Moon

Salmon Scoville

Three Sisters

Page 8: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Brooklyn L

Bridger, WY

Nevada-Wyoming: Chemical Mass Balance

Jarbidge

Yellowstone

Lone PeakGreat Basin

Mt. Zirkel Rocky Mt

Page 9: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Washington-Oregon: Chemical Mass Balance

Columbia RG Crater Lake

Columbia G. Glacier NP

Sula MT

Page 10: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

San Joaquin Valley: Chemical Mass Balance

Lassen Volcan Death Valley Pinnacles

Bliss StatePark Yosemite

Page 11: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Mntn and Valleys: Chemical Mass Balance

San Gorgonio Death Valley Sequoia

South Tahoe Snoqualamie

Page 12: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

WUS Coastal Sites: Chemical Mass Balance

Mauna Loa Puget Sound Point Reyes

Haleakala Redwood

Denali

Page 13: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Big Bend and Guadal: Chemical Mass Balance

Guadalupe Big Bend

Page 14: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

South WUS: Carbonaceous Mass Balance

Tonto Bandelier Petrified F.

Saguaro NM Chiricahua

Page 15: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Southwest : Carbonaceous Mass Balance

Bryce Canyon Mesa Verde Hopi Point

Weminuche W G Sand Dunes

Canyonlands

White River

Page 16: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Idaho: Carbonaceous Mass Balance

Sawtooth Crater Moon

Salmon Scoville

Three Sisters

Page 17: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Bridger, WY

Nevada-Wyoming: Carbonaceous Mass Balance

Jarbidge

Yellowstone

Lone PeakGreat Basin

Mt. Zirkel Rocky Mt

Page 18: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Washington-Oregon: Carbonaceous Mass Balance

Columbia RG Crater Lake

Columbia G. Glacier NP

Sula MT

Page 19: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

San Joaquin Valley: Carbonaceous Mass Balance

Lassen Volcan Death Valley Pinnacles

Bliss StatePark Yosemite

Page 20: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Mntn and Valleys: Carbonaceous Mass Balance

San Gorgonio Death Valley Sequoia

South Tahoe Snoqualamie

Page 21: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

WUS Coastal Sites: Carbonaceous Mass Balance

Mauna Loa Puget Sound Point Reyes

Haleakala Redwood

Denali

Page 22: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Big Bend and Guadal: Carbonaceous Mass Balance

Guadalupe Big Bend

Page 23: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

South WUS: Fine Particle Mass Percentiles

Tonto Bandelier Petrified F.

Saguaro NM Chiricahua

Page 24: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Southwest : Fine Particle Mass Percentiles

Bryce Canyon Mesa Verde Hopi Point

Weminuche W G Sand Dunes

Canyonlands

White River

Page 25: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Idaho: Fine Particle Mass Percentiles

Sawtooth Crater Moon

Salmon Scoville

Three Sisters

Page 26: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Bridger, WY

Nevada-Wyoming: Fine Particle Mass Percentiles

Jarbidge

Yellowstone

Lone Peak

Brooklyn L

Great Basin

Mt. Zirkel Rocky Mt

Page 27: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Washington-Oregon: Fine Particle Mass Percentiles

Columbia RG Crater Lake

Columbia G. Glacier NP

Sula MT

Page 28: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

San Joaquin Valley: Particle Mass Percentiles

Lassen Volcan Death Valley Pinnacles

Bliss StatePark Yosemite

Page 29: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Mntn and Valleys: Fine Particle Mass Percentiles

San Gorgonio Death Valley Sequoia

South Tahoe Snoqualamie

Page 30: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

WUS Coastal Sites: Fine Particle Mass Percentiles

Mauna Loa Puget Sound Point Reyes

Haleakala Redwood

Denali

Page 31: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Big Bend and Guadal: Fine Particle Mass Percentiles

Guadalupe Big Bend

Page 32: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

South WUS: Coarse Mass Percentiles

Tonto Bandelier Petrified F.

Saguaro NM Chiricahua

Page 33: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Southwest : Coarse Mass Percentiles

Bryce Canyon Mesa Verde Hopi Point

Weminuche W G Sand Dunes

Canyonlands

White River

Page 34: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Idaho: Coarse Mass Percentiles

Sawtooth Crater Moon

Salmon Scoville

Three Sisters

Page 35: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Nevada-Wyoming: Coarse Mass Percentiles

Jarbidge

Yellowstone

Lone Peak Bridger, WYGreat Basin

Mt. Zirkel Rocky Mt

Page 36: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Washington-Oregon: Coarse Mass Percentiles

Columbia RG Crater Lake

Columbia G. Glacier NP

Sula MT

Page 37: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

San Joaquin Valley: Coarse Mass Percentiles

Lassen Volcan Death Valley Pinnacles

Bliss StatePark Yosemite

Page 38: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Mountain Passes and Valle: Coarse Mass Percentiles

San Gorgonio Death Valley Sequoia

South Tahoe Snoqualamie

Page 39: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Western US Coastal Sites: Coarse Mass Percentiles

Mauna Loa Puget Sound Point Reyes

Haleakala Redwood

Denali

Page 40: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Big Bend and Guadalupe: Coarse Mass Percentiles

Guadalupe Big Bend

Page 41: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

South WUS: Sulfate Percentiles

Tonto Bandelier Petrified F.

Saguaro NM Chiricahua

Page 42: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Southwest : Sulfate Percentiles

Bryce Canyon Mesa Verde Hopi Point

Weminuche W G Sand Dunes

Canyonlands

White River

Page 43: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Idaho: Sulfate Percentiles

Sawtooth Crater Moon

Salmon Scoville

Three Sisters

Page 44: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Bridger, WY

Nevada-Wyoming: Sulfate Percentiles

Jarbidge

Yellowstone

Lone Peak

Brooklyn L

Great Basin

Mt. Zirkel Rocky Mt

Page 45: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Washington-Oregon: Sulfate Percentiles

Columbia RG Crater Lake

Columbia G. Glacier NP

Sula MT

Page 46: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

San Joaquin Valley: Sulfate Percentiles

Lassen Volcan Death Valley Pinnacles

Bliss StatePark Yosemite

Page 47: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Mountain Passes and Valleys: Sulfate Percentiles

San Gorgonio Death Valley Sequoia

South Tahoe Snoqualamie

Page 48: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Western US Coastal Sites: Sulfate Percentiles

Mauna Loa Puget Sound Point Reyes

Haleakala Redwood

Denali

Page 49: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Big Bend and Guadalupe: Sulfate Percentiles

Guadalupe Big Bend

Page 50: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

South WUS: Fine Soil Percentiles

• Fine dust

Tonto Bandelier Petrified F.

Saguaro NM Chiricahua

Page 51: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Southwest : Fine Soil Percentiles

• Fine dust

Bryce Canyon Mesa Verde Hopi Point

Weminuche W G Sand Dunes

Canyonlands

White River

Page 52: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Idaho: Fine Soil Percentiles

• Fine dust

Sawtooth Crater Moon

Salmon Scoville

Three Sisters

Page 53: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Nevada-Wyoming: Fine Soil Percentiles

• Fine dust

Jarbidge Sawtooth

Yellowstone

Lone Peak Bridger, WY

Brooklyn L

Great Basin

Mt. Zirkel Rocky Mt

Page 54: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Washington-Oregon: Fine Soil Percentiles

• Fine dust

Columbia RG Crater Lake

Columbia G. Glacier NP

Sula MT

Page 55: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

San Joaquin Valley: Fine Soil Percentiles

• Fine dust

Lassen Volcan Death Valley Pinnacles

Bliss StatePark Yosemite

Page 56: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Mountain Passes and Valleys: Fine Soil Percentiles

• Fine dust

San Gorgonio Death Valley Sequoia

South Tahoe Snoqualamie

Page 57: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Western US Coastal Sites: Fine Soil Percentiles

• Fine dust

Mauna Loa Puget Sound Point Reyes

Haleakala Redwood

Denali

Page 58: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Big Bend and Guadalupe: Fine Soil Percentiles

• Fine dust

Guadalupe Big Bend

Page 59: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

South WUS: Tot. Carbon + 'Unknown' Percentiles

Tonto Bandelier Petrified F.

Saguaro NM Chiricahua

Page 60: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Southwest : Tot. Carbon + 'Unknown' Percentiles

Bryce Canyon Mesa Verde Hopi Point

Weminuche W G Sand Dunes

Canyonlands

White River

Page 61: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Idaho: Tot. Carbon + 'Unknown' Percentiles

Sawtooth Crater Moon

Salmon Scoville

Three Sisters

Page 62: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Bridger, WY

Nevada-WY: Tot. Carbon + 'Unknown' Percentiles

Jarbidge

Yellowstone

Lone Peak

Rocky Mt

Great Basin

Mt. Zirkel

Page 63: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Washington-OR: Tot. Carbon + 'Unknown' Percentiles

Columbia RG Crater Lake

Columbia G. Glacier NP

Sula MT

Page 64: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

San Joaquin V: Tot. Carbon + 'Unknown' Percentiles

Lassen Volcan Death Valley Pinnacles

Bliss StatePark Yosemite

Page 65: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Mntn and Val: Tot. Carbon + 'Unknown' Percentiles

San Gorgonio Death Valley Sequoia

South Tahoe Snoqualamie

Page 66: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

WUS Coastal : Tot. Carbon + 'Unknown' Percentiles

Mauna Loa Puget Sound Point Reyes

Haleakala Redwood

Denali

Page 67: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

BigB and Gu: Tot. Carbon + 'Unknown' Percentiles

Guadalupe Big Bend

Page 68: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

South WUS: Smoke Organics Percentiles

Tonto Bandelier Petrified F.

Saguaro NM Chiricahua

Page 69: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Southwest : Smoke Organics Percentiles

Bryce Canyon Mesa Verde Hopi Point

Weminuche W G Sand Dunes

Canyonlands

White River

Page 70: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Idaho: Smoke Organics Percentiles

Sawtooth Crater Moon

Salmon Scoville

Three Sisters

Page 71: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Bridger, WY

Nevada-Wyoming: Smoke Organics Percentiles

Jarbidge

Yellowstone

Lone Peak

Brooklyn L

Great Basin

Mt. Zirkel Rocky Mt

Page 72: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Washington-Oregon: Smoke Organics Percentiles

Columbia RG Crater Lake

Columbia G. Glacier NP

Sula MT

Page 73: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

San Joaquin Valley: Smoke Organics Percentiles

Lassen Volcan Death Valley Pinnacles

Bliss StatePark Yosemite

Page 74: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Mntn and Valleys: Smoke Organics Percentiles

San Gorgonio Death Valley Sequoia

South Tahoe Snoqualamie

Page 75: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

WUS Coastal Sites: Smoke Organics Percentiles

Mauna Loa Puget Sound Point Reyes

Haleakala Redwood

Denali

Page 76: The seasonal aerosol aerosol pattern at the IMPROVE sites is examined using two methodologies:

Big Bend and Guadalu: Smoke Organics Percentiles

Guadalupe Big Bend