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Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes, Z. Klimont, F. Wagner, W. Schöpp

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Page 1: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

Exploratory CAFE scenarios

for further improvements of European air

quality in Europe

M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

Z. Klimont, F. Wagner, W. Schöpp

Page 2: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

General assumptions

• All calculations (except C11) for 2020

• CAFE baseline scenario “with climate measures” (except C9)

• Maximum technically feasible emission reductions (MTFR) for stationary sources as presented to WGTS in November; new assumptions on road measures and ships

• Impact assessment for 1997 meteorology

Page 3: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

Part 1: Target setting for PM

Page 4: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

Loss in life expectancy attributable to anthropogenic PM2.5 [months]

2000 2020 2020

Current legislation Max. feas. reductions

Loss in average statistical life expectancy due to identified anthropogenic PM2.5Calculations for 1997 meteorology Provisional estimates with generic assumption on urban increment of PM

Page 5: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

1. Uniform limit value on air quality:Bring down PM2.5 everywhere below an AQ limit value

2. Gap closure:Reduce PM2.5 levels everywhere by same percentage

3. Reduce total European PM2.5 exposure/health impacts at least cost – irrespective of location

Three concepts for interim targetsfor PM2.5

Page 6: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

Option 1: Uniform limit value on air quality

• Being aware of the important shortcomings in the modelling of hot spot PM concentrations:

• Series of limit values for PM2.5 in urban background air for the “model world”

– 19, 18, 17 μg/m3. Below 17 μg/m3 : infeasible for Thessaloniki

– 17, 16.5, 16.0 μg/m3 without Thessaloniki.Below 16 μg/m3 : infeasible for Genova

– 16, 15.5, 15.0, 14.5 μg/m3 without Genova

Page 7: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

0

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14 14.5 15 15.5 16 16.5 17 17.5 18 18.5 19 19.5 20

Limit value (microgram/m3)

Strict EU-wide limit value

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14 14.5 15 15.5 16 16.5 17 17.5 18 18.5 19 19.5 20

Limit value (microgram/m3)

Strict EU-wide limit value Exception for Thessaloniki

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14 14.5 15 15.5 16 16.5 17 17.5 18 18.5 19 19.5 20

Limit value (microgram/m3)

Strict EU-wide limit value Exception for Thessaloniki Exceptions for Thessaloniki and Genova

Costs of the limit value scenarios[billion €/yr]

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14 14.5 15 15.5 16 16.5 17 17.5 18 18.5 19 19.5 20

Limit value (microgram/m3)

Strict EU-wide limit value Exception for ThessalonikiExceptions for Thessaloniki and Genova Without further road measures

Page 8: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

Distribution of costs of the limit value scenarios [€/person/year]

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Total Costs (Euro/person/yr) 16.5 μg 16 μg 15.5 μg

Page 9: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

Costs of a gained month of life expectancy Limit value scenarios [€/person/year]

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16.0 μg 15.5 μg 15 μg

Page 10: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

Option 2: Gap closure

• Objective: Reduce population exposure/health impacts in each grid cell or country by the same percentage

• Definition of “gap”:

– For NEC, gap was defined between base year and environmental long-term target (no-effect level)

– Because a uniform gap closure target is limited by the country having least scope for improvement (Cyprus), alternative source-based definition of gap used for CAFE:Gap defined as available scope for further reductions: Scope for practical improvements between CLE and MTFR

• Series of gap closures analyzed from 40 to 90%

Page 11: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

Costs of the gap closure scenarios[billion €/yr]

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35

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MTFR 90% 80% 70% 60% 50% 40% CLE

Gap closure without threshold Without further road measures

Page 12: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

Distribution of costs of the “gap closure” scenarios [€/person/year]

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Total Costs (Euro/person/yr) 60% 70% 80%

Page 13: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

Costs of a gained month of life expectancy Gap closure scenarios [€/person/year]

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60% 70% 80%

Page 14: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

Modified gap closure: cut-off for low concentrations

• To release pressure on countries for lower effects, a cut-off at 7 μg/m3 has been introduced.

• Approach:– Determine target level of PM2.5 for a given gap closure percentage

– If target level below 7 μg/m3, target set at 7 μg/m3

– Optimization for modified targets

Page 15: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

Costs of the modified gap closure scenarioswith cut-off at 7 μg/m3 [billion €/yr]

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35

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MTFR 90% 80% 70% 60% 50% 40% CLE

Gap closure without threshold Gap closure with cut-off at 7 μg/m3

Page 16: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

Costs of the source-based “gap closure” scenarios with a cut-off at 7 μg/m3 [€/person/year]

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80

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Total Costs (Euro/person/yr) 60% 70% 80%

Page 17: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

Costs of a gained month of life expectancy Gap closure with a cut-off at 7 μg/m3 [€/person/year]

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60% 70% 80%

Page 18: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

Option 3: Reduce total European PM2.5 exposure/ health impacts at least cost

• Target on total reduction of Years of Life Lost (YOLL) in the EU-25

• Irrespective of place

• Optimization searches for cost-minimal set of emission controls

Page 19: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

Costs of the Europe-wide scenarios [billion €/yr]

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35

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90 95 100 105 110 115 120 125 130 135 140

Years of life lost (million years)

Page 20: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

Distribution of costs of the Europe-wide scenarios[€/person/year]

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Total Costs (Euro/person/yr) 110 104 101

Page 21: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

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110 mio YOLL

Emission control costs for a life year gainedOptimization with Europe-wide targets [€/year]

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110 mio YOLL 104 mio YOLL

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110 mio YOLL 104 mio YOLL 101 mio YOLL

Page 22: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

Equity and efficiency

Page 23: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

Comparison of cost-effectiveness Costs [billion €/yr] vs. YOLL

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Years of life lost (million years)

Limit value Gap closure Europe-wide target

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Years of life lost (million years)

Limit value Gap closure Europe-wide target

Page 24: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

Some measures of equity

• Coefficient of variation (CV):

The smaller the CV, the closer (i.e., more equal) are the Member States to the EU mean

• Possible criteria:– Relative emission reductions compared to base year

– Per-capita emissions

– Emission control costs (per-capita, per GDP (MER/PPS)

– Health impacts (absolute)

– Environmental improvements/benefits (absolute/relative)

– Costs per YOLL

– Etc.

%100*tan

mean

deviationdardsCV

Page 25: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

Coefficients of variationof per-capita emission control costs across countries

0%

100%

200%

300%

400%

500%

600%

Low ambition Medium ambition High ambition MTFR

Strict limit values Limit values with exceptions Strict gap closureGap closure with cut-off Europe-wide target

Page 26: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

Coefficients of variationof relative health improvements (YOLL) across countries

0%

100%

200%

300%

400%

500%

600%

Low ambition Medium ambition High ambition MTFR

Strict limit values Limit values with derogations Strict gap closureGap closure with cut-off Europe-wide target

Page 27: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

Coefficients of variationof costs per YOLL across countries

0%

100%

200%

300%

400%

500%

600%

Low ambition Medium ambition High ambition MTFR

Strict limit values Limit values with derogations Strict gap closureGap closure with cut-off Europe-wide target

Page 28: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

Conclusionson target setting approaches

• Limit value approach:– Highly sensitive towards understanding of and weight given to worst

polluted site

– Economically inefficient

– Distribution of costs and benefits across MS very uneven

• Gap closure approach:– More robust towards model uncertainties (biases cancel out)

– (Arbitrary) cut-off for less polluted sites can increase equity and efficiency

• Europe-wide target approach:– Sensitive towards model quality for typical and medium-cost

situations, less influenced by extreme cases

– Per definition most efficient

– Also superior for many equity criteria

Page 29: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

Part 2: Multi-effect scenarios

and sensitivity analysis

Page 30: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

Joint optimization for multiple effects

Selected targets:• PM2.5:

Europe-wide improvement in YOLLs (100/104/101 mio YOLL)

• Ozone:Cap closure on premature deaths/SOMO35 in each country: 70% - 80% - 90%

• Acidification:Gap closure on accumulated excess deposition over all ecosystems in each country: 70% - 80% - 90%

• Eutrophication: Gap closure on accumulated excess deposition over all ecosystems in each country: 70% - 80% - 90%

Page 31: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

Costs of the joint scenarios[billion €/year]

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MTFR High Medium Low CLE

PM optimized O3 optimized Acidification optimizedEutrophication optimized Joint optimization

Page 32: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

Emission reductions of EU-25of the multi-effect optimization [2000=100%]

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50%

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70%

80%

90%

100%

SO2 NOx VOC NH3 PM2.5

Low ambition Medium ambition High ambition

Page 33: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

Composite gap closure indicatorsSum of gap closure percentages of all environmental end points

0%

100%

200%

300%

400%

PM optimized Ozone optimized Acid optimized Eutro optimized Joint optimization

PM Acidification Eutrophication Ozone

Page 34: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

Initial uncertainty/sensitivity assessments

• Medium-ambition measures for ships (for NOx)

– Retrofit of slide valves for slow-speed pre-2000 passenger ships

– Internal engine modifications for all new engines after 2010

• National energy and agricultural projections

• Alternative health impact theory

Page 35: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

Sensitivity case with medium ambition ship measures [million €]

Without ship

measures

with “medium ambition” measures for ships

  Costs for land-based

sources

Costs for land-based

sources

Costs for ships

Total costs

Cost difference

Low ambition

5579 5251 28 5279 -300

Medium ambition

9310 8896 28 8924 -386

High ambition

14020 13180 28 13208 -812

Page 36: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

Sensitivity assessment for national projections

• National energy and agricultural projections available for 10 countries

• Do not comply with Kyoto obligations

• Two questions:– How would optimization results change based on the national

projections?

– What about the feasibility/costs of emission ceilings, if the underlying projection does not materialize?

• Approach:– Joint optimization with national projections for same target setting rules

(gap closures and relative YOLL improvement recalculated for new CLE/MTFR)

Page 37: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

CO2 emissions in 2020 of national and PRIMES energy projections, relative to 2000

40%

60%

80%

100%

120%

140%

Belgium Denmark Finland France Italy Portugal Sweden UK CzechRepublic

Slovenia

With climate measures No further climate measures National projection

Page 38: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

Costs of the joint scenarios [billion €/year]

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MTFR high medium low CLE

CAFE "with climate measures" National projections

Page 39: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

SO2 reductionsCAFE baseline vs. National projections

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CAFE baseline CLE-MTFR low med high National projections CLE-MTFR low med high

Emissions in 2000 = 100%

Page 40: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

Sensitivity assessment for alternative health impact theory

• Uncertainty about mechanism/causative factor of PM2.5 health impacts:

– Total PM2.5 mass?

– Only primary particles? No impacts from secondary PM?

– Ultra-fine particles?

– Heavy metal content?

• Sensitivity analysis:

– “Total PM2.5 mass” vs. “Primary PM only” theories

– Target: same relative reduction in estimated health impacts

– Together with targets for acidification, eutrophication and ozone (multi-effect context)

Page 41: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

0%

10%

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Total PM2.5 mass (CLE-MTFR) low med high Primary PM2.5 only low med high

Difference in PM2.5 reductions between a “Primary PM only” and a “Total PM mass” theory

Emissions in 2000 = 100%

Page 42: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

Remaining problem areas in 2020Light blue = no risk

Forests – acid dep. Semi-natural – acid dep. Freshwater – acid dep.

Health - PM Health+vegetation - ozone Vegetation – N dep.

Page 43: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

Difference in SO2 emission reductions between a “Primary PM only” and a “Total PM mass” theory

0%

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Total PM2.5 mass (CLE-MTFR) low med high Primary PM2.5 only low med high

Emissions in 2000 = 100%

Page 44: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

0%

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Total PM2.5 mass (CLE-MTFR) low med high Primary PM2.5 only low med high

Difference in NOx emission reductions between a “Primary PM only” and a “Total PM mass” theory

Emissions in 2000 = 100%

Page 45: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

0%

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Total PM2.5 mass (CLE-MTFR) low med high Primary PM2.5 only low med high

Difference in NH3 emission reductions between a “Primary PM only” and a “Total PM mass” theory

Emissions in 2000 = 100%

Page 46: Exploratory CAFE scenarios for further improvements of European air quality in Europe M. Amann, I. Bertok, R. Cabala, J. Cofala, F. Gyarfas, C. Heyes,

Conclusionson multi-effect scenarios

• Important economic synergies between control measures for different air quality problems. PM and ozone are complementary.

• Appropriate combination of ambition levels for different end points needs further exploration.

• Multi-effect strategies increase robustness vs. important uncertainties in the understanding of health impacts

• Sensitivity towards alternative energy/agricultural projections needs to be further explored, but more realistic (Kyoto-compliant) projections are required

• Medium-ambition package for ships is highly cost-effective