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Development of a Methodology for Temporal and Spatial Resolution of Greenhouse Gas Emission Inventories for Validation Jochen Theloke, H. Pfeiffer, T. Pregger, Y. Scholz, R. Kble, U. Kummer, D. Nicklass, B. Thiruchittampalam and R. Friedrich


  1. Development of a Methodology for Temporal and Spatial Resolution of Greenhouse Gas Emission Inventories for Validation Jochen Theloke, H. Pfeiffer, T. Pregger, Y. Scholz, R. Köble, U. Kummer, D. Nicklass, B. Thiruchittampalam and R. Friedrich Institute of Energy Economics and the Rational Use of Energy (IER), University of Stuttgart Department Technology Assessment and Environment (TFU) Jochen Theloke 2nd Workshop on Uncertainty in Greenhouse Gas Inventories 28. Sept. 2007

  2. Outline � Introduction � Model description � Spatial resolution � Temporal resolution � Height release of emissions � Model Application to Greenhouse gas inventories � Uncertainties and further improvements � Conclusion and Outlook Jochen Theloke 2nd Workshop on Uncertainty in Greenhouse Gas Inventories 28. Sept. 2007

  3. Introduction � Greenhouse Gas Emission data can be validated by measurements (Point measurements in space and time) � Such comparisons of modelled and measured concentrations requires modelling of atmospheric greenhouse gas emissions by atmospheric dispersion models. � Atmospheric models need emission data with high temporal and spatial resolution � The temporal and spatial allocation of emissions need also a model approach Jochen Theloke 2nd Workshop on Uncertainty in Greenhouse Gas Inventories 28. Sept. 2007

  4. Emission Calculation Model (ECM) Structure and Data Interface Country Totals (UNFCCC, IIASA, EMEP, Scenarios…) Sectoral Allocation at SNAP3+ 1) Point Sources Resolution at NUTS Level Spatial at Land Use Level Grid Temporal Resolution 1) Selected Nomenclature for Air Pollution, with the level of disagrigation 3+ 11 Jochen Theloke 2nd Workshop on Uncertainty in Greenhouse Gas Inventories 28. Sept. 2007

  5. IER European Emission Model 275 sectors (source groups) 177 temporal profiles 220 NMVOC profiles Jochen Theloke 2nd Workshop on Uncertainty in Greenhouse Gas Inventories 28. Sept. 2007

  6. IER European Emission Model Spatial resolution area sources ~ 2.570 geo_ids 1 x 1 km or 3 x 3 km land use data Jochen Theloke 2nd Workshop on Uncertainty in Greenhouse Gas Inventories 28. Sept. 2007

  7. IER European Emission Model Spatial resolution line sources ~118.000 road segments Jochen Theloke 2nd Workshop on Uncertainty in Greenhouse Gas Inventories 28. Sept. 2007

  8. IER European Emission Model # # # # # # # # # # # ## # # # # # # # # # # # # # # # # # # # # # # # Spatial resolution # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # point sources # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # ## # # # # # # ## # # # # # # # # # # # # # # # # # # # # # # # # # ## # # # ## # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # ## # # # # # # # # # # # # # # # ## 5.466 LPS # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # ## # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # from CORINAIR # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # ## # # # # # # # # # # # # # # # # # # # # # # # # Or 8.082 sources # # # # # # # # # # # # # ## # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # ## # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # ## # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # from EPER # # # ## # ## # # # # ## ## # ## # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # ## # # # # # # # # # # # # # # ## # # # # # # # # # # # # # # # # # # # # # # # # # ## # # # # # # # # # # # # # ## # # # # # # # # # # # # # # # ## # ## # # # # ## # # # # # # ## # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # ## # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # ## # ## ## # # # # # # # # # # # # # # # # # # # # # # # ## # # # # # # # # # # # ## # # ## # ## # # # # # # # # # # # ## # ## # # # # # # # # # ## # # # ## # # # # # # # # # # # # # # # # # # # # # # # # # # # ## ## ## # # # # ## # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # ## ## # # # # # # # # # # # # # # ### # ## # ## # # # # # # # # # # # # # # # # # # ## # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # ## # # # # # # # # # # # # # # # # # # # # # # # # # ## # # # # # # # # ## # # # # ## # # # # # # # # # # # # # # # # # # # # # # # # # # ## # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # ## # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # ### # # # # # # # # # # # # # # # # # # # # # ## # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # ## ## # # # # # # # # # ## # # # ## # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # ## # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # ### # # # # # # # # # # # # # # # # # # # # # # # # # # # # ## # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # ## # # # # # # # # # ## # # # # # # ## # # # # # # # # # # # # # # # # # # # # # ## # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # ## # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # ## # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # ## # # # # # # # # # # # # # # # # # # # # # # # # # # # # # ## # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # Jochen Theloke 2nd Workshop on Uncertainty in Greenhouse Gas Inventories 28. Sept. 2007

  9. IER German Emission Model 523 sectors (Europe: 275) 173 temporal profiles (Europe: 177) 89 NMVOC profiles (Europe: 220) area sources ~ 450 geo_ids (Europe: 2.570) 1 x 1 km land use data line sources ~83.000 road segments (Europe: 118.000) point sources ~48.000 sources (Europe: 5.466) Jochen Theloke 2nd Workshop on Uncertainty in Greenhouse Gas Inventories 28. Sept. 2007

  10. Spatial Resolution: Example of Application Spatially resolved emissions (10x10km) of NOx in the year 2000 [t/km²] Jochen Theloke 2nd Workshop on Uncertainty in Greenhouse Gas Inventories 28. Sept. 2007

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