air quality & air quality indices a world...
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AIR QUALITY & AIR QUALITY AIR QUALITY & AIR QUALITY INDICESINDICES
A WORLD APART?A WORLD APART?
Frank de LeeuwCITEAIR workshop
31 March 2006, Brussels
AQ Indices, Frank de Leeuw 2CITEAIR workshop, Brussels, 31 March 2006
Topics for todayTopics for today
• Comparison of operational Air Quality indicator
• short introduction to AirBase
AQ Indices, Frank de Leeuw 3CITEAIR workshop, Brussels, 31 March 2006
based on a report available from based on a report available from the ETC/ACC web sitethe ETC/ACC web site
http://air-climate.eionet.eu.int
look for: reportsand next: technical papers
Air Quality IndicatorsAir Quality Indicators
AQ Indices, Frank de Leeuw 4CITEAIR workshop, Brussels, 31 March 2006
What is an Air Quality Index??What is an Air Quality Index??
Index (according to the Concise Oxford Dictionary):
• forefinger• list of books forbidden to Roman Catholics,
or to be read by them only in expurgated editions
• quantity indicating relative level of prices or wages at a particular date compared with that at a date taken as standard
AQ Indices, Frank de Leeuw 5CITEAIR workshop, Brussels, 31 March 2006
What is an Air Quality Index??What is an Air Quality Index??
A numerical relation expressing the relative levels of air quality in a region derived from air quality measurements at specific locations in that region, frequently used to inform the public on air quality.
It is as old as “automatic” measurements: – Paris, daily bulletin on ozone levels at 12 stations (Sainte-
Claire Deville Ch. Comptes Rendus 69, 99-101, 1869);– Ontario (Shenfield L., J. Air Pollution Control Assoc. 20,
612,1970)
AQ Indices, Frank de Leeuw 6CITEAIR workshop, Brussels, 31 March 2006
Comparing different approachesComparing different approaches
horriblevery badbadvery poor
poorModerate
fairly good
goodvery good
exellentrating
10987654321index
6. sehr slecht5. slecht
4. ausreichend3. befriedigend
2. gut1. sehr gut
Index
Banding Index
1
2 Low
3
4
5 Moderate
6
7
8 High
9
Very High 10
AQ Indices, Frank de Leeuw 7CITEAIR workshop, Brussels, 31 March 2006
The common principles:The common principles:
• composed from 4-5 sub-indices• based on short-term health-related
targets and/or information and alert levels
• the worst wins (TSP)• (near) on-line information; hourly/daily
update• applicable in forecast mode
AQ Indices, Frank de Leeuw 8CITEAIR workshop, Brussels, 31 March 2006
DrawbacksDrawbacks
• No relation between AQI-value and pollutant mix
• Health effects of pollutants not comparable
• Long-term health effects not considered• Assessment of long-term changes in air
quality
AQ Indices, Frank de Leeuw 9CITEAIR workshop, Brussels, 31 March 2006
Classes, colours, namesClasses, colours, names
horriblevery badbadvery poor
poorModerate
fairly good
goodvery good
exellentrating
10987654321index
6. sehr slecht5. slecht
4. ausreichend3. befriedigend
2. gut1. sehr gut
Index
Banding Index
1
2 Low
3
4
5 Moderate
6
7
8 High
9
Very High 10
AQ Indices, Frank de Leeuw 10CITEAIR workshop, Brussels, 31 March 2006
Overview of Overview of AQIsAQIs Belgium France Germany UK Citeair # numerical levels, (scale)
10 (1-10) 10 (1-10) 6 (1-6) 10 (1-10) 5 (0- >100)
# colours 10 3 6 4 5 # verbal classes1 10 6 6 4 5
component PM10 PM10 PM10 PM10 PM10
averaging time 24h mean 24h mean 24h mean daily max of 24h running
means
daily max of 1h means or24h
mean
component O3 O3 O3 O3 O3 averaging time daily max of
8h running means
daily max of 1h means
daily max of 1h means
daily max of 1h means or of 8h running means
daily max of 1h means
component NO2 NO2 NO2 NO2 NO2 averaging time daily max of 1h
means daily max of 1h
means daily max of 1h
means daily max of 1h
means daily max of 1h
means
component SO2 SO2 SO2 SO2 SO2
averaging time 24h mean daily max of 1h means
daily max of 1h means
15 minute means4
daily max of 1h means
component CO CO CO
averaging time daily max of 8h running
means
daily max of 8h running
means
daily max of 8h running
means
AQ Indices, Frank de Leeuw 11CITEAIR workshop, Brussels, 31 March 2006
Class boundaries ozoneClass boundaries ozone
ozone concentration (ug/m3)
0
50
100
150
200
250
300
350
400
index class
BE FR UK Citeair DE
1 2 3 4 5 6 7 8 9 10
AQ Indices, Frank de Leeuw 12CITEAIR workshop, Brussels, 31 March 2006
Class boundaries PM10Class boundaries PM10
PM10 concentration (ug/m3)
0
50
100
150
200
250
index class
BE FR UK Citeair DE
1 2 3 4 5 6 7 8 9 10
AQ Indices, Frank de Leeuw 13CITEAIR workshop, Brussels, 31 March 2006
Class boundaries NO2Class boundaries NO2
NO2 concentration (ug/m3)
0
100
200
300
400
500
600
700
800
900
index class
BE FR UK Citeair DE
1 2 3 4 5 6 7 8 9 10
AQ Indices, Frank de Leeuw 14CITEAIR workshop, Brussels, 31 March 2006
Comparing the Comparing the AQIsAQIs
• 10 station from AirBase, 2003 data
• 4 + 1 traffic• 4 (sub)urban
background• 1 rural background
traffic
urban
rural
AQ Indices, Frank de Leeuw 15CITEAIR workshop, Brussels, 31 March 2006
Madrid, traffic stationMadrid, traffic station
ES0125A
0
5
10
15
20
25
30
35
1-1-03 01 10-2-03 01 22-3-03 01 1-5-03 01 10-6-03 01 20-7-03 01 29-8-03 01 8-10-03 01 17-11-03 01 27-12-03 01
CitairUK
AQ Indices, Frank de Leeuw 16CITEAIR workshop, Brussels, 31 March 2006
PraguePrague--traffic; London backgroundtraffic; London background
0
10
20
30
40
0 2 4 6 8 10
CZ0065A - UK index
Cita
ir in
dex
0
4
8
12
16
20
0 2 4 6 8 10
GB0620A - UK index
Cita
ir in
dex
AQ Indices, Frank de Leeuw 17CITEAIR workshop, Brussels, 31 March 2006
Comparison at daily baseComparison at daily base
0
1
2
3
4
5
6
7
8
CZ0065A ES0125A ES1426A GB0682A GR0035A GB0566A GB0620A NL0204A NL0248A NL0249A
UKCitairFRBEDE
AQ Indices, Frank de Leeuw 18CITEAIR workshop, Brussels, 31 March 2006
CH0002R Payerne
0
1
2
3
4
5
6
1997 1998 1999 2000 2001 2002 2003 2004
citeairUKDEATMOBE
CH0010A Zürich
0
1
2
3
4
5
6
1997 1998 1999 2000 2001 2002 2003 2004
citeairUKDEATMOBE
DE0600A DENI016:Oker-Mitte Bei der Eiche
0
1
2
3
4
5
1997 1998 1999 2000 2001 2002 2003 2004
citeairUKDEATMOBE
ES1357A ES1357A-BURGOS 2
0
1
2
3
4
5
6
1997 1998 1999 2000 2001 2002 2003 2004
citeairUKDEATMOBE
LongLong--term applicationterm application
AQ Indices, Frank de Leeuw 19CITEAIR workshop, Brussels, 31 March 2006
AQIAQI--trend trend compared withcompared withtrend in trend in concentrationconcentration
GB0615A SHEFFIELD CENTRE
0
1
2
3
4
5
1997 1998 1999 2000 2001 2002 2003 2004
citeairUKDEATMOBE
GB0615A
0
10
20
30
40
50
60
70
80
90
100
1997 1998 1999 2000 2001 2002 2003 2004
PM10NO2O3SO2
AQ Indices, Frank de Leeuw 20CITEAIR workshop, Brussels, 31 March 2006
SK0005A Namestie Slobody
0
1
2
3
4
5
6
1997 1998 1999 2000 2001 2002 2003 2004
citeairUKDEATMOBE
SK0005A
0
20
40
60
80
100
120
140
1997 1998 1999 2000 2001 2002 2003 2004
PM10NO2O3SO2
AQ Indices, Frank de Leeuw 21CITEAIR workshop, Brussels, 31 March 2006
Conclusions on AQIConclusions on AQI
• Similar concepts but widely different implementation
• resulting sometimes in conflicting information• while blaming different pollutants• although correlation is good.• Index values sensitive for choice of PM10
correction factors?• trend in AQI and in air quality may differ• CO and SO2 of minor importance
AQ Indices, Frank de Leeuw 22CITEAIR workshop, Brussels, 31 March 2006
AirBaseAirBase
AQ Indices, Frank de Leeuw 23CITEAIR workshop, Brussels, 31 March 2006
AirBase Info AirBase Info SystemSystem > Contents of AirBase> Contents of AirBase
AirBase is Web based pan European air quality databaseAirBase is publicly and freely accessible onthe InternetMetadata of air quality measurement stations in Europe (information about networks, stations and measurement configurations)About 4300 stations with measurement data, about 40 components
AQ Indices, Frank de Leeuw 24CITEAIR workshop, Brussels, 31 March 2006
AirBase Info AirBase Info SystemSystem > Contents of AirBase > Contents of AirBase ((continuedcontinued))
Air quality measurement data (rawdata, statistics, exceedances) of more than 30 countries (EEA32 + Balkan countries)Oldest data from 1976Time series up to 2004; next update-cycle (2005) data starts in October
AQ Indices, Frank de Leeuw 25CITEAIR workshop, Brussels, 31 March 2006
AccessingAccessing AirBase atAirBase at airbaseairbase..eioneteionet..eueu.int.int
• AirView offers interactive Web-based accesswith on-demand selection of information(component, stations, period etc..). Data presented in maps, graphs, tables.
• XML-dumps: the complete database (metainformation, statistics and exceedances; rawdta as ASCII-files). Excel-macro’s available foreasy access.
AQ Indices, Frank de Leeuw 26CITEAIR workshop, Brussels, 31 March 2006
Some examples0 - 7 days
7 - 35 days
35 - 50 days
> 50 days
PM10exceedance days (> 50 ug/m3)
2004data coverage > 75%
source: AIRBASE
AQ Indices, Frank de Leeuw 27CITEAIR workshop, Brussels, 31 March 2006
Top 25 most polluted cities (> 100 000 Top 25 most polluted cities (> 100 000 inhinh))
0 10 20 30 40 50 60
ALBACETE
BYTOM
SOSNOWIEC
OSTRAVA
LIEGE
KATOWICE
CHARLEROI
WROCLAW
ROTTERDAM
OLOMOUC
BRUXELLES/BRUSSEL
S GRAVENHAGE
PRAHA
BURGOS
GENT
LISBOA
WARSZAWA
BRATISLAVA
AMSTERDAM
BRNO
MADRID
DORDRECHT
LINZ
PLZEN
GDYNIA
PM10 annual mean -2004
0 2000 4000 6000 8000 10000 12000
THESSALONIKI
ATHINAI
BOLOGNA
ALBACETE
PARMA
NICE
VARESE
TRIESTE
TORINO
PALERMO
JAEN
MODENA
MARSEILLE/AIX
ROMA
NIMES
TOULON
BRNO
PALMA DE MALLORCA
AUGSBURG
KOSICE
SEVILLA
MILANO
GRASSE-CANNES-ANTIBES
MULHOUSE
LODZ
Ozone SOMO -2004
AQ Indices, Frank de Leeuw 28CITEAIR workshop, Brussels, 31 March 2006
Ozone trend 1999Ozone trend 1999--2004; 2004; c. c. 1040 stations1040 stations%
-tage
of st
atio
ns
change in concentration per year
annual mean (ug/m3)/yr
0
5
10
15
20
25
30
35
40
45
< -3 -3 - -2 -2 - -1 -1 - 0 0 - 1 1 - 2 2 - 3 > 3
26th highest daily max (ug/m3)/yr
0
5
10
15
20
25
30
< -3 -3 - -2 -2 - -1 -1 - 0 0 - 1 1 - 2 2 - 3 > 3
SOMO35, (ug/m3).day/yr
0
5
10
15
20
25
< -500 -500 - -250
-250 - -125
-125 - 0 0 - 125 125 -250
250 -500
> 500
AOT40, rural stations; (ug/m3).h/yr
0
5
10
15
20
25
30
35
< -1000 -1000 - -500
-500 - -250
-250 - 0 0 - 250 250 -500
500 -1000
> 1000
98-percentile hourly values (ug/m3)/yr
0
5
10
15
20
25
30
< -3 -3 - -2 -2 - -1 -1 - 0 0 - 1 1 - 2 2 - 3 > 3