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Improving Acid Deposition Mapping through Measurement Model Fusion

This study aims to enhance the mapping and estimation of wet deposition in North America by combining measurement and modeling data. It addresses the need for measurement-model fusion methods in deposition and air quality research.

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Improving Acid Deposition Mapping through Measurement Model Fusion

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  1. Measurement Model Fusion for Acid Deposition Bob Vet, Elton Chan, Chul-Un Ro, Mike Shaw Bratts Lake, SK Bratts Lake, SK

  2. Measurement Model Fusion for Acid Deposition Objective: to improve mapping and estimation of wet deposition across North America using measurement and modelling results.

  3. Critical Load Exceedances for Lakes (Jeffries, 2010) Need for M/M Fusion

  4. An example of past work The Canadian Air and Precipitation Monitoring Network (CAPMoN) The U.S. National Atmospheric Deposition Program/National Trends Network (NADP) (NB and QC networks not shown)

  5. 2002 Measurement and Model Results DATA INTERPOLATION BY KRIGING AURAMS MODEL RESULTS

  6. Measurement/Model Fusion - 2002 SO42- Wet Deposition (kg/ha/yr)

  7. % Difference between Fused and AURAMS SO42- Wet Deposition 100 (model-measurement) / model

  8. An Air Quality Example of Measurement-Model Fusion Needs: The Canadian Air Quality Management System and Canada-Wide Standards for PM2.5

  9. Summary • There is a strong national and international need for measurement-model fusion methods for deposition and air quality

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