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www.jrc.ec.europa.eu Serving society Stimulating innovation Supporting legislation Scientific Introduction: Air quality and what really matters E. Pisoni, P. Thunis Air and Climate Unit, Institute for Environment and Sustainability Joint Research Centre, European Commission 9-10 January 2014, Forum-AE

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Page 1: Scientific Introduction: Air quality and what really · PDF file1/27/2014 · Scientific Introduction: Air quality and what really matters ... Optimization approach. ... •Technical

www.jrc.ec.europa.eu

Serving societyStimulating innovationSupporting legislation

Scientific Introduction: Air quality and what really matters

E. Pisoni, P. Thunis Air and Climate Unit, Institute for Environment and Sustainability

Joint Research Centre, European Commission

9-10 January 2014, Forum-AE

Page 2: Scientific Introduction: Air quality and what really · PDF file1/27/2014 · Scientific Introduction: Air quality and what really matters ... Optimization approach. ... •Technical

Outline

Background • The air quality current situation• The air quality policy and its review

Jrc scientific activity

2

Page 3: Scientific Introduction: Air quality and what really · PDF file1/27/2014 · Scientific Introduction: Air quality and what really matters ... Optimization approach. ... •Technical

Outline

Background • The air quality current situation• The air quality policy and its review

Jrc scientific activity

3

Page 4: Scientific Introduction: Air quality and what really · PDF file1/27/2014 · Scientific Introduction: Air quality and what really matters ... Optimization approach. ... •Technical

The good news: emissions…

4

EU MS have made progress in cutting emissions of several air pollutants.

Courtesy, Paul McAleavey, EEA

Page 5: Scientific Introduction: Air quality and what really · PDF file1/27/2014 · Scientific Introduction: Air quality and what really matters ... Optimization approach. ... •Technical

5Courtesy, Paul McAleavey, EEA (2011 data)

…but still high exposure

Page 6: Scientific Introduction: Air quality and what really · PDF file1/27/2014 · Scientific Introduction: Air quality and what really matters ... Optimization approach. ... •Technical

EU air quality standards

WHO air quality guidelines

Percentage of the EU’s urban population exposed to exceeding PM10 limits

PM10 concentration

81 %

In red: above EU limit values

21 %

Source: EEA Air Quality report 2012

Page 7: Scientific Introduction: Air quality and what really · PDF file1/27/2014 · Scientific Introduction: Air quality and what really matters ... Optimization approach. ... •Technical

NO2 concentration

7 %

WHO air quality guidelines

EU air quality standards

In red: above EU limit value

7 %

Source: EEA Air Quality report 2012

Page 8: Scientific Introduction: Air quality and what really · PDF file1/27/2014 · Scientific Introduction: Air quality and what really matters ... Optimization approach. ... •Technical

Percentage of the EU’s urban population exposed to exceeding O3 limits

Ozone concentration

17 %

97 %

EU air quality standards

WHO air quality guidelines

In red: above EU target value

Source: EEA Air Quality report 2012

Page 9: Scientific Introduction: Air quality and what really · PDF file1/27/2014 · Scientific Introduction: Air quality and what really matters ... Optimization approach. ... •Technical

Air pollution effects

9Courtesy, Paul McAleavey, EEA

Page 10: Scientific Introduction: Air quality and what really · PDF file1/27/2014 · Scientific Introduction: Air quality and what really matters ... Optimization approach. ... •Technical

What is the problem, in summary

10Courtesy, Thomas Verheye, DG-ENV

Page 11: Scientific Introduction: Air quality and what really · PDF file1/27/2014 · Scientific Introduction: Air quality and what really matters ... Optimization approach. ... •Technical

Outline

Background • The air quality current situation• The air quality policy and its review

Jrc scientific activity

11

Page 12: Scientific Introduction: Air quality and what really · PDF file1/27/2014 · Scientific Introduction: Air quality and what really matters ... Optimization approach. ... •Technical

The International Air Quality Policy Framework• The UNECE, Convention on Long-Range Transboundary Air Pollution

(e.g. the Gothenburg Protocol with national emission ceilings)

The EU Air Quality Policy Framework. • Common strategic objectives: EU Thematic Strategy on Air Pollution• National emission limits: NEC Directive• Local air quality limits: Ambient AQ Directives• Source-specific legislation: IED, Fuel quality standards, Euro

standards for vehicles and machinery, eco-design standards, etc.

At national level• National and local legislation and instruments

Policies in place

Page 13: Scientific Introduction: Air quality and what really · PDF file1/27/2014 · Scientific Introduction: Air quality and what really matters ... Optimization approach. ... •Technical

Focus on Air transport Main impacts:• Air quality • Climate change• Noise

Main issues:• ICAO technical standards limit emissions.• EU Directive 2008/50/EC establishing limit values (NOx and

particulates) apply at and around airports just as they do everywhere• Local air quality concerns concentrate on effects created during LTO

13

Page 14: Scientific Introduction: Air quality and what really · PDF file1/27/2014 · Scientific Introduction: Air quality and what really matters ... Optimization approach. ... •Technical

New AQP

Objectives- Short term: define actions for resolving present compliance

problems by 2020 at the latest- Mid term: define new targets and actions up to 2030- Long term: objective of no AQ significant impacts in 2050

The package- A new clean air programme for Europe- Revised NECD- New MCP directive- Non-regulatory actions on urban areas, agriculture, …

14

Page 15: Scientific Introduction: Air quality and what really · PDF file1/27/2014 · Scientific Introduction: Air quality and what really matters ... Optimization approach. ... •Technical

Outline

Background • The air quality current situation• The air quality policy and its review

Jrc scientific activity

15

Page 16: Scientific Introduction: Air quality and what really · PDF file1/27/2014 · Scientific Introduction: Air quality and what really matters ... Optimization approach. ... •Technical

Monitoring: JRC’s European Reference Laboratory for Air Pollution

16

• Scientific and technical support for the implementation and development of European air policies

• Classical monitoring and research activities related to innovative measurement and assessment techniques

• Harmonisation and Standardisation activities in collaboration with Member States and Accession Countries expert laboratories

F30

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A-ie

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FMI

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Laboratory

Dev

iatio

n, %

Phenanthrene

Anthracene

Fluoranthene

Pyrene

Benzo[a]anthracene

Chrysene

Benzo[b]fluoranthene

Benzo[j]fluoranthene

Benzo[k]fluoranthene

Benzo[e]pyrene

Benzo[a]pyrene

Perylene

Indeno[1,2,3,-c,d]pyrene

Dibenzo[a,h]antracene

Benzo[g,h,i]perylene

*Chrysene+Triphenylene

*Benzo[b.j,k]fluoranthene

25

-500

250

100

50

10 010

-25

500

-250

-100

-50

Courtesy, Annette Borowiak, JRC

Page 17: Scientific Introduction: Air quality and what really · PDF file1/27/2014 · Scientific Introduction: Air quality and what really matters ... Optimization approach. ... •Technical

Laboratory testing at controlled wind/temperature/humidity conditions with varying air pollutant and interfering substance concentrations

Field validation studies: obtaining results through modelling sensor response according to influencing parameters

With “special treatment” some sensors can measure air quality (O3, NO2) within data quality requirements of EU Directives.

Courtesy, Annette Borowiak, JRC

Monitoring: Testing/validation of micro-sensors for air pollution

Page 18: Scientific Introduction: Air quality and what really · PDF file1/27/2014 · Scientific Introduction: Air quality and what really matters ... Optimization approach. ... •Technical

Integrated Assessment Modelling

18

Combining scientific knowledge to provide information for the management of AQ and its impacts

TIER 1IAM assesses the impacts of

proposed actions

Scenario analysis

TIER 2IAM identifies effective

emission reduction measures

Optimization approach

Page 19: Scientific Introduction: Air quality and what really · PDF file1/27/2014 · Scientific Introduction: Air quality and what really matters ... Optimization approach. ... •Technical

Emissionscenario AQIs

Measures: • Technical• Energy measures• Structural

• Activities• Projections

• Emission reduction costs• External costs,• Health exposure,• Ecosystem exposure

• Expert judgement• Source-apportionment

(RESPONSES)

• Traffic• Industry• Residential

combution• …

(DRIVERS)

Emission inventory(PRESSURES)

- S/R relationships- CTM simulations

(STATE)

• Reduction costs• Dose-response functions• ….

(IMPACTS)

Courtesy, Marialuisa Volta, UNIBS

Scenario analysis

Page 20: Scientific Introduction: Air quality and what really · PDF file1/27/2014 · Scientific Introduction: Air quality and what really matters ... Optimization approach. ... •Technical

Emissionscenario AQIs

Measures: • Technical• Energy measures• Structural

• Activities• Projections

• Emission reduction costs• External costs,• Health exposure,• Ecosystem exposure

• Expert judgement• Source-apportionment

(RESPONSES)

• Traffic• Industry• Residential

combution• …

(DRIVERS)

Emission inventory(PRESSURES)

- S/R relationships- CTM simulations

(STATE)

• Reduction costs• Dose-response functions• ….

(IMPACTS)

Courtesy, Marialuisa Volta, UNIBS

Optimization

Page 21: Scientific Introduction: Air quality and what really · PDF file1/27/2014 · Scientific Introduction: Air quality and what really matters ... Optimization approach. ... •Technical

•Emission inventories and projections

•Emission reduction measures•Technical•Non Technical

•CTM simulations

Input databasesInput databases

•Source Receptor models

•Scenario analysis•Cost-effectiveness•Multi-objective analysis

Decision ModelDecision Model

•Efficient policies•Objective values•Post-processing

OutputOutput

Courtesy, Marialuisa Volta, UNIBS

Riat+ methodology

Page 22: Scientific Introduction: Air quality and what really · PDF file1/27/2014 · Scientific Introduction: Air quality and what really matters ... Optimization approach. ... •Technical

minX

AQIn(E(X))

C(X) L

minx

J(E(x)) minx

AQIn(E(x)) C(E(x))

Multi-objective approach

Cost-effective approach

Courtesy, Marialuisa Volta, UNIBS

Riat+ optimization approach

Page 23: Scientific Introduction: Air quality and what really · PDF file1/27/2014 · Scientific Introduction: Air quality and what really matters ... Optimization approach. ... •Technical

Nonlinear functions: based on Neural NetworksInput data for training:• emissions -> simulations -> concentrations (PM, NO2, O3)

set of air quality simulations: • Design of Experiments (run with CTMs)

Courtesy, Marialuisa Volta, UNIBS

AQI objective

Page 24: Scientific Introduction: Air quality and what really · PDF file1/27/2014 · Scientific Introduction: Air quality and what really matters ... Optimization approach. ... •Technical

Cost objective

Emission reduction costs• Technical measures• Energy measures

Courtesy, Marialuisa Volta, UNIBS

Page 25: Scientific Introduction: Air quality and what really · PDF file1/27/2014 · Scientific Introduction: Air quality and what really matters ... Optimization approach. ... •Technical

Ex-post analysis

GHG budget (CO2, CH4, N2O, F-gases)

External costs (mortality and morbidity) for PM10• YOLL• Respiratory problems• Cardiovascular deseases• …

Courtesy, Marialuisa Volta, UNIBS

Page 26: Scientific Introduction: Air quality and what really · PDF file1/27/2014 · Scientific Introduction: Air quality and what really matters ... Optimization approach. ... •Technical

Optimal AQI and emissions maps

List of optimal measures to be appliedOptimal costs and emissions per ms

Examples

Courtesy, Marialuisa Volta, UNIBS

Page 27: Scientific Introduction: Air quality and what really · PDF file1/27/2014 · Scientific Introduction: Air quality and what really matters ... Optimization approach. ... •Technical

CLE: Current Legislation

leg

isla

tion Air Quality

Cost

rein

forc

emen

t

Role of JRC

reg

ion

al/

loca

l ap

pro

ach

Capacity building for compliance

Page 28: Scientific Introduction: Air quality and what really · PDF file1/27/2014 · Scientific Introduction: Air quality and what really matters ... Optimization approach. ... •Technical

• We have discussed:• Background

• Current AQ situation…still challenges• New AQP

• JRC research activities• Monitoring• Modelling

• Can the FORUM_AE community benefit from this expertise?

• Are there possible interactions with the JRC?

Conclusions