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Updated: May 6, 2026

Implementation of Portable Emissions Measurement Systems PEMS for the Real-driving Emissions RDE Regulation in Europe
Published on: December 4, 2016
Simulated air quality and pollutant budgets over Europe in 2008
U Im1, N Daskalakis1, K Markakis2
1Environmental Chemical Processes Laboratory, Department of Chemistry, University of Crete, Heraklion, Greece; Institute of Chemical Engineering Sciences, Foundation for Research and Technology Hellas (FORTH/ICE-HT), Patras, Greece.
European air quality simulations show ozone and particulate matter are underestimated, especially in southern regions. Model performance varies between northern and southern Europe, highlighting emission representation differences.
Area of Science:
- Atmospheric Chemistry and Physics
- Environmental Modeling
- Air Quality Assessment
Background:
- Accurate simulation of gaseous and particulate pollutants over Europe is crucial for understanding air quality.
- Previous models have shown discrepancies when compared to observational data across different European regions.
Purpose of the Study:
- To simulate major gaseous and particulate pollutant levels over Europe in 2008 using the WRF-CMAQ modeling system.
- To evaluate model performance by comparing simulation results with various surface and satellite-based observations.
- To identify regional differences in model performance and pinpoint potential sources of error, particularly concerning emissions.
Main Methods:
- Utilized the offline-coupled WRF-CMAQ chemistry and transport modeling system for simulations.
- Compared model outputs with EMEP surface observations, ozone soundings, ship-borne measurements (O3, NO2), SCIAMACHY NO2 vertical column densities, and AERONET aerosol optical depths (AOD).
- Conducted budget analyses to understand pollutant transport pathways between the free troposphere and planetary boundary layer.
Main Results:
- Surface ozone (O3) was generally underestimated in northern Europe and overestimated in southern Europe, with column O3 underestimated across the continent.
- Particulate matter (PM) mass concentrations were significantly underestimated (up to 60%), particularly in southern and eastern Europe, indicating underestimated PM sources.
- Simulated aerosol optical depths (AOD) were lower than observations, with larger underestimations in southern Europe, suggesting underestimated natural and dust emissions.
Conclusions:
- The WRF-CMAQ model exhibits regional performance differences between northern and southern Europe, pointing to disparities in representing anthropogenic and natural emissions.
- Underestimated particulate matter suggests a need for improved emission inventories, especially for combustion sources.
- Pollutant transport dynamics involve O3 and PAN moving from the free troposphere to the boundary layer, while other species exhibit reverse transport patterns.
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