Improving Estimates of Sulfur, Nitrogen, and Ozone Total Deposition through Multi-Model and Measurement-Model Fusion Approaches

Environ Sci Technol. 2022 Feb 15;56(4):2134-2142. doi: 10.1021/acs.est.1c05929. Epub 2022 Jan 26.

Abstract

Earth system and environmental impact studies need high quality and up-to-date estimates of atmospheric deposition. This study demonstrates the methodological benefits of multimodel ensemble and measurement-model fusion mapping approaches for atmospheric deposition focusing on 2010, a year for which several studies were conducted. Global model-only deposition assessment can be further improved by integrating new model-measurement techniques, including expanded capabilities of satellite observations of atmospheric composition. We identify research and implementation priorities for timely estimates of deposition globally as implemented by the World Meteorological Organization.

Keywords: atmospheric deposition; earth-system modeling; model-measurement fusion; multimodel ensemble.

Publication types

  • Research Support, Non-U.S. Gov't
  • Research Support, U.S. Gov't, Non-P.H.S.

MeSH terms

  • Air Pollutants* / analysis
  • Environmental Monitoring / methods
  • Nitrogen / analysis
  • Ozone* / analysis
  • Sulfur

Substances

  • Air Pollutants
  • Ozone
  • Sulfur
  • Nitrogen