4.6 Article

Balance of Emission and Dynamical Controls on Ozone During the Korea-United States Air Quality Campaign From Multiconstituent Satellite Data Assimilation

Journal

JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES
Volume 124, Issue 1, Pages 387-413

Publisher

AMER GEOPHYSICAL UNION
DOI: 10.1029/2018JD028912

Keywords

data assimilation; satellite; air quality; ozone; Asia; emission

Funding

  1. NASA ROSES-2013 Atmospheric Composition: Aura Science Team program [NNN13D455T]
  2. JSPS KAKENHI [15K05296, 26220101, 26287117, 18H01285]
  3. Coordination Funds for Promoting AeroSpace Utilization, MEXT, Japan
  4. Environment Research and Technology Development Fund of the Ministry of the Environment, Japan [2-1803]
  5. Post-K computer project Priority Issue 4 Advancement of Meteorological and Global Environmental Predictions Utilizing Observational Big Data
  6. National Science Foundation
  7. NASA KORUS-AQ [NNX16AD96G]
  8. Grants-in-Aid for Scientific Research [15K05296, 26287117, 18H01285] Funding Source: KAKEN

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Global multiconstituent concentration and emission fields obtained from the assimilation of the satellite retrievals of ozone, CO, NO2, HNO3, and SO2 from the Ozone Monitoring Instrument (OMI), Global Ozone Monitoring Experiment 2, Measurements of Pollution in the Troposphere, Microwave Limb Sounder, and Atmospheric Infrared Sounder (AIRS)/OMI are used to understand the processes controlling air pollution during the Korea-United States Air Quality (KORUS-AQ) campaign. Estimated emissions in South Korea were 0.42TgN for NOx and 1.1Tg CO for CO, which were 40% and 83% higher, respectively, than the a priori bottom-up inventories, and increased mean ozone concentration by up to 7.51.6ppbv. The observed boundary layer ozone exceeded 90ppbv over Seoul under stagnant phases, whereas it was approximately 60ppbv during dynamical conditions given equivalent emissions. Chemical reanalysis showed that mean ozone concentration was persistently higher over Seoul (75.107.6ppbv) than the broader KORUS-AQ domain (70.59.2ppbv) at 700hPa. Large bias reductions (>75%) in the free tropospheric OH show that multiple-species assimilation is critical for balanced tropospheric chemistry analysis and emissions. The assimilation performance was dependent on the particular phase. While the evaluation of data assimilation fields shows an improved agreement with aircraft measurements in ozone (to less than 5ppbv biases), CO, NO2, SO2, PAN, and OH profiles, lower tropospheric ozone analysis error was largest at stagnant conditions, whereas the model errors were mostly removed by data assimilation under dynamic weather conditions. Assimilation of new AIRS/OMI ozone profiles allowed for additional error reductions, especially under dynamic weather conditions. Our results show the important balance of dynamics and emissions both on pollution and the chemical assimilation system performance. Plain Language Summary Global multi-constituent concentration and emission fields obtained from the assimilation of the satellite retrievals are used to understand the processes controlling air pollution during the Korea U.S.-Air Quality (KORUS-AQ) campaign. Our results show the important balance of dynamics and emissions both on pollution and the chemical assimilation system performance.

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