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Gaubert B, Emmons LK, Raeder K, Tilmes S, Miyazaki K, Arellano AF, Elguindi N, Granier C, Tang W, Barré J, Worden HM, Buchholz RR, Edwards DP, Franke P, Anderson JL, Saunois M, Schroeder J, Woo JH, Simpson IJ, Blake DR, Meinardi S, Wennberg PO, Crounse J, Teng A, Kim M, Dickerson RR, He H, Ren X, Pusede SE, Diskin GS. Correcting model biases of CO in East Asia: impact on oxidant distributions during KORUS-AQ. ATMOSPHERIC CHEMISTRY AND PHYSICS 2020; 20:14617-14647. [PMID: 33414818 PMCID: PMC7786812 DOI: 10.5194/acp-20-14617-2020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
Global coupled chemistry-climate models underestimate carbon monoxide (CO) in the Northern Hemisphere, exhibiting a pervasive negative bias against measurements peaking in late winter and early spring. While this bias has been commonly attributed to underestimation of direct anthropogenic and biomass burning emissions, chemical production and loss via OH reaction from emissions of anthropogenic and biogenic volatile organic compounds (VOCs) play an important role. Here we investigate the reasons for this underestimation using aircraft measurements taken in May and June 2016 from the Korea-United States Air Quality (KORUS-AQ) experiment in South Korea and the Air Chemistry Research in Asia (ARIAs) in the North China Plain (NCP). For reference, multispectral CO retrievals (V8J) from the Measurements of Pollution in the Troposphere (MOPITT) are jointly assimilated with meteorological observations using an ensemble adjustment Kalman filter (EAKF) within the global Community Atmosphere Model with Chemistry (CAM-Chem) and the Data Assimilation Research Testbed (DART). With regard to KORUS-AQ data, CO is underestimated by 42% in the control run and by 12% with the MOPITT assimilation run. The inversion suggests an underestimation of anthropogenic CO sources in many regions, by up to 80% for northern China, with large increments over the Liaoning Province and the North China Plain (NCP). Yet, an often-overlooked aspect of these inversions is that correcting the underestimation in anthropogenic CO emissions also improves the comparison with observational O3 datasets and observationally constrained box model simulations of OH and HO2. Running a CAM-Chem simulation with the updated emissions of anthropogenic CO reduces the bias by 29% for CO, 18% for ozone, 11% for HO2, and 27% for OH. Longer-lived anthropogenic VOCs whose model errors are correlated with CO are also improved, while short-lived VOCs, including formaldehyde, are difficult to constrain solely by assimilating satellite retrievals of CO. During an anticyclonic episode, better simulation of O3, with an average underestimation of 5.5 ppbv, and a reduction in the bias of surface formaldehyde and oxygenated VOCs can be achieved by separately increasing by a factor of 2 the modeled biogenic emissions for the plant functional types found in Korea. Results also suggest that controlling VOC and CO emissions, in addition to widespread NO x controls, can improve ozone pollution over East Asia.
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Affiliation(s)
- Benjamin Gaubert
- Atmospheric Chemistry Observations and Modeling, National Center for Atmospheric Research, Boulder, CO, USA
| | - Louisa K. Emmons
- Atmospheric Chemistry Observations and Modeling, National Center for Atmospheric Research, Boulder, CO, USA
| | - Kevin Raeder
- Computational and Information Systems Laboratory, National Center for Atmospheric Research, Boulder, CO, USA
| | - Simone Tilmes
- Atmospheric Chemistry Observations and Modeling, National Center for Atmospheric Research, Boulder, CO, USA
| | - Kazuyuki Miyazaki
- Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA
| | - Avelino F. Arellano
- Dept. of Hydrology and Atmospheric Sciences, University of Arizona, Tucson, AZ, USA
| | - Nellie Elguindi
- Laboratoire d’Aérologie, CNRS, Université de Toulouse, Toulouse, France
| | - Claire Granier
- Laboratoire d’Aérologie, CNRS, Université de Toulouse, Toulouse, France
- NOAA Chemical Sciences Laboratory-CIRES/University of Colorado, Boulder, CO, USA
| | - Wenfu Tang
- Advanced Study Program, National Center for Atmospheric Research, Boulder, CO, USA
| | - Jérôme Barré
- European Centre for Medium-Range Weather Forecasts, Shinfield Park, Reading, RG2 9AX, UK
| | - Helen M. Worden
- Atmospheric Chemistry Observations and Modeling, National Center for Atmospheric Research, Boulder, CO, USA
| | - Rebecca R. Buchholz
- Atmospheric Chemistry Observations and Modeling, National Center for Atmospheric Research, Boulder, CO, USA
| | - David P. Edwards
- Atmospheric Chemistry Observations and Modeling, National Center for Atmospheric Research, Boulder, CO, USA
| | - Philipp Franke
- Forschungszentrum Jülich GmbH, Institut für Energie und Klimaforschung IEK-8, 52425 Jülich, Germany
| | - Jeffrey L. Anderson
- Computational and Information Systems Laboratory, National Center for Atmospheric Research, Boulder, CO, USA
| | - Marielle Saunois
- Laboratoire des Sciences du Climat et de l’Environnement, LSCE-IPSL (CEA-CNRS-UVSQ), Université Paris-Saclay, 91191 Gif-sur-Yvette, France
| | | | - Jung-Hun Woo
- Department of Advanced Technology Fusion, Konkuk University, Seoul, South Korea
| | - Isobel J. Simpson
- Department of Chemistry, University of California, Irvine, Irvine, CA 92697, USA
| | - Donald R. Blake
- Department of Chemistry, University of California, Irvine, Irvine, CA 92697, USA
| | - Simone Meinardi
- Department of Chemistry, University of California, Irvine, Irvine, CA 92697, USA
| | | | - John Crounse
- California Institute of Technology, Pasadena, CA, USA
| | - Alex Teng
- California Institute of Technology, Pasadena, CA, USA
| | - Michelle Kim
- California Institute of Technology, Pasadena, CA, USA
| | - Russell R. Dickerson
- Department of Atmospheric and Oceanic Science, University of Maryland, College Park, MD, USA
- Earth System Science Interdisciplinary Center, University of Maryland, College Park, MD, USA
| | - Hao He
- Department of Atmospheric and Oceanic Science, University of Maryland, College Park, MD, USA
- Earth System Science Interdisciplinary Center, University of Maryland, College Park, MD, USA
| | - Xinrong Ren
- Department of Atmospheric and Oceanic Science, University of Maryland, College Park, MD, USA
- Air Resources Laboratory, National Oceanic and Atmospheric Administration, College Park, MD, USA
| | - Sally E. Pusede
- Department of Environmental Sciences, University of Virginia, Charlottesville, VA, USA
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Sullivan JT, McGee TJ, Stauffer RM, Thompson AM, Weinheimer A, Knote C, Janz S, Wisthaler A, Long R, Szykman J, Park J, Lee Y, Kim S, Jeong D, Sanchez D, Twigg L, Sumnicht G, Knepp T, Schroeder JR. Taehwa Research Forest: A receptor site for severe domestic pollution events in Korea during 2016. ATMOSPHERIC CHEMISTRY AND PHYSICS 2019; 19:5051-5067. [PMID: 31534447 PMCID: PMC6750018 DOI: 10.5194/acp-19-5051-2019] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Abstract
During the May-June 2016 International Cooperative Air Quality Field Study in Korea (KORUS-AQ), light synoptic meteorological forcing facilitated Seoul metropolitan pollution outflow to reach the remote Taehwa Research Forest (TRF) site and cause regulatory exceedances of ozone on 24 days. Two of these severe pollution events are thoroughly examined. The first, occurring on 17 May 2016, tracks transboundary pollution transport exiting eastern China and the Yellow Sea, traversing the Seoul Metropolitan Area (SMA), and then reaching TRF in the afternoon hours with severely polluted conditions. This case study indicates that although outflow from China and the Yellow Sea were elevated with respect to chemically unperturbed conditions, the regulatory exceedance at TRF was directly linked in time, space, and altitude to urban Seoul emissions. The second case studied, occurring on 09 June 2016, reveals that increased levels of biogenic emissions, in combination with amplified urban emissions, were associated with severe levels of pollutions and a regulatory exceedance at TRF. In summary, domestic emissions may be causing more pollution than by trans-boundary pathways, which have been historically believed to be the major source of air pollution in South Korea. The case studies are assessed with multiple aircraft, model (photochemical and meteorological) simulations, in-situ chemical sampling, and extensive ground-based profiling at TRF. These observations clearly identify TRF and the surrounding rural communities as receptor sites for severe pollution events associated with Seoul outflow, which will result in long-term negative effects to both human health and agriculture in the affected areas.
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Affiliation(s)
- John T. Sullivan
- Atmospheric Chemistry and Dynamics Laboratory, NASA Goddard Space Flight Center, Greenbelt, MD, 20771, USA
| | - Thomas J. McGee
- Atmospheric Chemistry and Dynamics Laboratory, NASA Goddard Space Flight Center, Greenbelt, MD, 20771, USA
| | - Ryan M. Stauffer
- Atmospheric Chemistry and Dynamics Laboratory, NASA Goddard Space Flight Center, Greenbelt, MD, 20771, USA
- Universities Space Research Association, Columbia, MD, 21046, USA
| | - Anne M. Thompson
- Atmospheric Chemistry and Dynamics Laboratory, NASA Goddard Space Flight Center, Greenbelt, MD, 20771, USA
| | | | - Christoph Knote
- Meteorologisches Institut, Ludwig-Maximilians-Universität München, München, Germany
| | - Scott Janz
- Atmospheric Chemistry and Dynamics Laboratory, NASA Goddard Space Flight Center, Greenbelt, MD, 20771, USA
| | - Armin Wisthaler
- Department of Chemistry, University of Oslo, Oslo, Norway
- Institute for Ion Physics and Applied Physics, University of Innsbruck, Innsbruck, Austria
| | - Russell Long
- US EPA/Office of Research and Development/National Exposure Research Lab, Research Triangle Park, NC, 27711, USA
| | - James Szykman
- US EPA/Office of Research and Development/National Exposure Research Lab, Research Triangle Park, NC, 27711, USA
- NASA Langley Research Center, Hampton, VA, 2368, USA
| | - Jinsoo Park
- National Institute of Environmental Research, Incheon, South Korea
| | - Youngjae Lee
- National Institute of Environmental Research, Incheon, South Korea
| | - Saewung Kim
- Department of Earth System Science, University of California, Irvine, Irvine, CA, USA
| | - Daun Jeong
- Department of Earth System Science, University of California, Irvine, Irvine, CA, USA
| | - Dianne Sanchez
- Department of Earth System Science, University of California, Irvine, Irvine, CA, USA
| | - Laurence Twigg
- Atmospheric Chemistry and Dynamics Laboratory, NASA Goddard Space Flight Center, Greenbelt, MD, 20771, USA
- Science Systems and Applications, Inc., Lanham, MD, 20706, USA
| | - Grant Sumnicht
- Atmospheric Chemistry and Dynamics Laboratory, NASA Goddard Space Flight Center, Greenbelt, MD, 20771, USA
- Science Systems and Applications, Inc., Lanham, MD, 20706, USA
| | - Travis Knepp
- NASA Langley Research Center, Hampton, VA, 2368, USA
- Science Systems and Applications, Inc., Hampton, VA, 23666, USA
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