Long-term Trend Analysis of NOx and SOx over in East Asia Using OMI Satellite Data and National Emission Inventories (2005-2015) |
Seo, Jeonghyeon
(Environmental Satellite Center, Climate and Air Quality Research Department, National Institute of Environmental Research)
Yoon, Jongmin (Environmental Satellite Center, Climate and Air Quality Research Department, National Institute of Environmental Research) Choo, Gyo-Hwang (Environmental Satellite Center, Climate and Air Quality Research Department, National Institute of Environmental Research) Kim, Deok-rae (Environmental Satellite Center, Climate and Air Quality Research Department, National Institute of Environmental Research) Lee, Dong-Won (Environmental Satellite Center, Climate and Air Quality Research Department, National Institute of Environmental Research) |
1 | Levelt, P.F., J. Joiner, J. Tamminen, J.P. Veefkind, P.K. Bhartia, D.C. Stein Zweers, B.N. Duncan, D.G. Streets, H. Eskes, R. van der A, C. McLinden, V. Fioletov, S. Carn, J. de Laat, M. DeLand, S. Marchenko, R. McPeters, J. Ziemke, D. Fu, X. Liu, K. Pickering, A, Apituley, G.G. Abad, A. Arola, F. Boersma, C.C. Miller, K. Chance, M. de Graaf, J. Hakkarainen, S. Hassinen, I. Ialongo, Q. Kleipool, N. Krotkov, C. Li, L. Lamsal, P. Newman, C. Nowlan, R. Suleiman, L.G. Tilstra, O. Torres, H. Wang, and K. Wargan, 2018. The Ozone Monitoring Instrument: overview of 14 years in space, Atmospheric Chemistry and Physics, 18: 5699-5745. DOI |
2 | Li, C., J. Joiner, N.A. Krotkov, and P.K. Bhartia, 2013. A fast and sensitive new satellite retrieval algorithm based on principal component analysis:Application to the ozone monitoring instrument, Geophysical Research Letters, 40(23): 6314-6318. DOI |
3 | Li, C., N.A. Krotkov, and J. Joiner, 2006. OMI/Aura Sulphur Dioxide () Total Column 1-orbit L2 Swath 1324 km V003, https://doi.org/10.5067/Aura/OMI/DATA2022, Accessed on May 10, 2019. |
4 | Li, C., Q. Zhang, N.A. Krotkov, D.G. Streets, K. He, S.C. Tsay, and J.F. Gleason, 2010. Recent large reduction in sulfur dioxide emissions from Chinese power plants observed by the Ozone Monitoring Instrument, Geophysical Research Letters, 37:L08807. DOI |
5 | Lin, W., X. Xu, Z. Ma, H. Zhao, X. Liu, and Y. Wang, 2012. Characteristics and recent trends of sulfur dioxide at urban, rural, and background sites in North China: Effectiveness of control measures, Journal of Environment Sciences, 24(1): 34-49. DOI |
6 | Liu, F., S. Beirle, Q. Zhang, S. Dorner, K. He, and T. Wagner, 2016. lifetimes and emissions of cities and power plants in polluted background estimated by satellite observations, Atmospheric Chemistry and Physics, 16: 5283-5298. DOI |
7 | Liu, Y., X. Chen, S. Huang, L. Tian, Y. Lu, Y. Mei, M. Ren, N. Li, L. Liu, and H. Xiang, 2015. Association between air pollutants and cardiovascular disease mortality in Wuhan, China, International Journal of Environmental Research Public Health, 12(4):3506-3516. DOI |
8 | Mallik, C., S. Lal, M. Naja, D. Chand, S. Venkataramani, H. Joshi, and P. Pant, 2013. Enhanced concentrations observed over northern India: role of long-range transport, International Journal of Remote Sensing, 34(8): 2749-2762. DOI |
9 | Martin, R.V., A.M. Fiore, and A. van Donkelaar, 2004. Space-based diagnosis of surface ozone sensitivity to anthropogenic emissions, Geophysical Research Letters, 31: L06120. DOI |
10 | McLaren, R., P. Wojtal, J.D. Halla, C. Mihele, and J.R. Brook, 2012. A survey of : emission ratios measured in marine vessel plumes in the Strait of Georgia, Atmospheric Environment, 46:655-658. DOI |
11 | Moon, K.J., H.G. Cheo, K.H. Jeon, Y. Xiaoyang, M. Fan, D.G. Kim, H.J. Park, and J.S. Kim, 2018. Review on the Current Status and Policy on in China, Journal of Korean Society for Atmospheric Environment, 34(3): 373-392 (in Korean with English abstract). DOI |
12 | National Bureau of Statistics (NBS), 2006-2016. China Statistical Yearbook, http://www.stats.gov.cn/tjsj/ndsj, Accessed on Jul. 12, 2019. |
13 | Qu, Y., J. An, Y. He, and J. Zheng, 2016. An overview of emissions of and and the longrange transport of oxidized sulfur and nitrogen pollutants in East Asia, Journal of Environmental Sciences, 44: 13-25. DOI |
14 | Souri, A.H., Y. Choi, W. Jeon, J.H. Woo, Q. Zhang, and J. Kurokawa, 2017. Remote sensing evidence of decadal changes in major tropospheric ozone precursors over East Asia, Journal of Geophysical Research: Atmospheres, 122(4): 2474-2492. DOI |
15 | Schmidt, A., S. Leadbetter, N. Theys, E. Carboni, C.S. Witham, J.A. Stevenson, C.E. Birch, T. Thodarson, S. Turnock, S. Barsotti, L. Delaney, W. Feng, R.G. Grainger, M.C. Hort, A. Hoskuldsson, I. Ialongo, E. Ilyinskaya, T. Johannsson, P. Kenny, T.A. Mather, N.A.D. Richards, and J. Shepherd, 2015. Satellite detection, long-range transport, and air quality impacts of volcanic sulfur dioxide from the 2014-2015 flood lava eruption at Baroarbunga (Iceland), Journal of Geophysical Research: Atmospheres, 120: 9739-9757. DOI |
16 | Seinfeld, J.H. and S.N. Pandis, 2016. Atmospheric chemistry and physics: from air pollution to climate change, John Wiley and Sons, New York, NY, USA. |
17 | Shah, V., D.J. Jacob, K. Li, R.F. Silvern, S. Zhai, M. Liu, J. Lin, and Q. Zhang, 2020. Effect of changing lifetime on the seasonality and long-term trends of satellite-observed tropospheric columns over China, Atmospheric Chemistry and Physics, 20: 1483-1495. DOI |
18 | Streets, D.G., T. Canty, G.R. Carmichael, B. de Foy, R.R. Dickerson, B.N. Duncan, D.P. Edwards, J.A. Haynes, D.K. Henze, M.R. Houyoux, D.J. Jacob, N.A. Krotkov, L.N. Lamsal, Y. Liu, Z. Lu, R.V. Martin, G.G. Pfister, R.W. Pinder, R.J. Salawitch, and K.J. Wecht, 2013. Emissions estimation from satellite retrievals: A review of current capability, Atmospheric Environment, 77:1011-1042. DOI |
19 | Sun, W., M. Shao, C. Granier, Y. Liu, C.S. Ye, and J.Y. Zheng, 2018. Long-Term Trends of Anthropogenic , , CO, and NMVOCs Emissions in China, Earth's Future, 6: 1112-1133. DOI |
20 | US EPA, Criteria Air Pollutants, https://www.epa.gov/criteria-air-pollutants, Accessed on Jun. 13, 2019. |
21 | World Health Organization, 2018. World health statistics 2018: monitoring health for the SDGs, sustainable development goals, World Health Organization, Geneva, Switzerland. |
22 | Vinken, G.C.M., K.F. Boersma, A. van Donkeelaar, and L. Zhang, 2014a. Constraints on ship emissions in Europe using GEOS-Chem and OMI Satellite observations, Atmospheric Chemistry Physics, 14: 1353-1369. DOI |
23 | Vinken, G.C.M., K.F. Boersma, J.D. Maasakkers, M. Adon, and R.V. Martin, 2014b. Worldwide biogenic soil emissions inferred from OMI observations, Atmospheric Chemistry Physics, 14: 10363-10381. DOI |
24 | Wang, S.X., B. Zhao, S.Y. Cai, Z. Klimont, C.P. Nielsen, T. Morikawa, J.H. Woo, Y. Kim, X. Fu, J.Y. Xu, J.M. Hao, and K.B. He, 2014, Emission trends and mitigation options for air pollutants in East Asia, Atmospheric Chemistry Physics, 14: 6571-6603. DOI |
25 | Zheng, B., D. Tong, M. Li, F. Liu, C. Hong, G. Geng, H. Li, X. Li, L. Peng, J. Qi, L. Yan, Y. Zhang, H. Zhao, Y. Zheng, K. He, and Q. Zhang, 2018. Trends in China's anthropogenic emissions since 2010 as the consequence of clean air actions, Atmospheric Chemistry and Physics, 18(19):14095-14111. DOI |
26 | Calkins, C., C. Ge, J. Wang, M. Anderson, and K. Yang, 2016. Effects of meteorological conditions on sulfur dioxide air pollution in the North China plain during winters of 2006-2015, Atmospheric Environment, 147: 296-309. DOI |
27 | Beirle, S., K.F. Boersma, U. Platt, M.G. Lawrence, and T. Wagner, 2011. Megacity Emissions and Lifetimes of Nitrogen Oxides Probed from Space, SCIENCE, 333(6050): 1737-1739. DOI |
28 | Beirle, S., U. Platt, M. Wenig, and T. Wagner, 2003. Weekly cycle of by GOME measurements: a signature of anthropogenic sources, Atmospheric Chemistry and Physics, 3: 2225-2232. DOI |
29 | Boersma, F., E. Bucsela, E. Brinksma, and J.F. Gleason, 2002. , In: Chance, K. (Ed.), OMI Algorithm Theoretical Basis Document: OMI Trace Gas Algorithms, Smithsonian Astrophysical Observatory, Cambridge, MA, USA, vol. IV, ATBD-OMI-04, version 2.0, pp. 13-36. |
30 | Bucsela, E.J., N.A. Krotkov, E.A. Celarier, L.N. Lamsal, W.H. Swartz, P.K. Bhartia, K.F. Boersma, J.P. Veefkind, J.F. Gleason, and K.E. Pickering, 2013. A new stratospheric and tropospheric retrieval algorithm for nadir-viewing satellite instruments: applications to OMI, Atmospheric Measurement Techniques, 6: 2607-2626. DOI |
31 | Cayetano, M. G., Y.J. Kim, J.S. Jung, T. Batmunkh, K.Y. Lee, S.Y. Kim, K.C. Kim, D.G. Kim, S.J. Lee, J.S. Kim, and I.S. Chang, 2011. Observed Chemical Characteristics of Long-Range Transported Particles at a Marine Background Site in Korea, Journal of the Air & Waste Management Association, 61(11): 1192-1203. DOI |
32 | Chin, M., R.B. Rood, S.J. Lin, J.F. Muller, and A.M. Thompson, 2000. Atmospheric sulfur cycle simulated in the global model GOCART: Model description and global properties, Journal of Geophysical Research: Atmospheres, 105(D20):24671-24687. DOI |
33 | Clean Air Policy Support System (CAPSS), http://airemiss.nier.go.kr/mbshome/mbs/airemiss/index.do, Accessed on Jul. 12, 2019. |
34 | Cofala, J., J. Borken-Kleefeld, C. Heyes, Z. Klimont, P. Rafaj, R. Sander, W. Schopp, and M. Amann, 2011. Emissions of Air Pollutants for the World Energy Outlook 2011 Energy Scenarios, IIASA, Laxenburg, Austria. |
35 | Kajino, M., K. Sato, Y. Inomata, and H. Ueda, 2013. Source-receptor relationships of nitrate in Northeast Asia and influence of sea salt on the long-range transport of nitrate, Atmospheric Environment, 79: 67-78. DOI |
36 | Gu, A., F. Teng, and X. Feng, 2016. Effect of pollution control measures on carbon emission reduction in China: evidence from the 11th and 12th Five-Year plans, Climate Policy, 18(2): 198-209. DOI |
37 | Hoffmann, L., T. Robler, S. Griessbach, Y. Heng, and O. Stein, 2016. Lagrangian transport simulations of volcanic sulfur dioxide emissions: Impact of meteorological data products, Journal of Geophysical Research: Atmospheres, 121: 4651-4673. DOI |
38 | Hong, S.C., Y.S. Lyu, S.K. Kim, J.H. Seo, H.K. Kim, J.S. Hong, D.R. Kim, and S.R. Lim, 2016. Development of the Optimal Climate Change Scenario of East Asia for Minimizing the risk in the Korean Peninsula(III), National Institute of Environmental Research, Incheon, Korea (in Korean with English abstract). |
39 | Kamarehie, B., M. Ghaderpoori, A. Jafari, M. Karami, A. Mohammadi, K. Azarshad, A. Ghaderpoury, A. Alinejad, and N. Noorizadeh, 2017. Quantification of health effects related to and pollutants by using air quality model, Journal of Advances in Environmental Health Research, 5(1): 44-50. |
40 | Khattak, P., M.F. Khokhar, and S.A. Khan, 2014. Trans-Boundary Volcanic Detected over Pakistan from Satellite Observations during the Time Period 2004-2012, Aerosol and Air Quality Research, 14: 1543-1557. DOI |
41 | Kim, Y.P., 2017. Research and Policy Directions against Ambient Fine Particles, Journal of Korean Society for Atmospheric Environment, 33(3): 191-204 (in Korean with English abstract). DOI |
42 | Krueger, A.J., N.A. Krotkov, S. Datta, D. Flittner, and O. Dubovik, 2002. , In: Chance, K. (Ed.), OMI Algorithm Theoretical Basis Document:OMI Trace Gas Algorithms, vol. IV, ATBDOMI-04, version 2.0, pp. 49-59. |
43 | Krotkov, N.A., C.A. McLinden, C. Li, L.N. Lamsal, E.A. Celarier, S.V. Marchenko, W.H. Swartz, E.J. Bucsela, J. Joiner, B.N. Duncan, K.F. Boersma, J.P. Veefkind, P.F. Levelt, V.E. Fioletov, R. R. Dickerson, H. He, Z. Lu, and D.G. Streets., 2016. Aura OMI observations of regional and pollution changes from 2005 to 2015, Atmospheric Chemistry and Physics, 16(7):4605-4629. DOI |
44 | Krotkov, N.A., L.N. Lamsal, E.A. Celarier, W.H. Swartz, S.V. Marchenko, E.J. Bucsela, K.L. Chan, M. Wenig, and M. Zara, 2017. The version 3 OMI standard product, Atmospheric Measurement Techniques, 10(9): 3133-3149. DOI |
45 | Krotkov, N.A., L.N. Lamsal, S.V. Marchenko, E.A. Celarier, E.J. Bucsela, W.H. Swartz, and P. Veefkind, 2018. OMI/Aura Nitrogen Dioxide () Total and Tropospheric Colum 1-orbit L2 Swath 1324 km V003, https://doi.org/10.5067/Aura/OMI/DATA2017, Accessed on May 10, 2019. |
46 | Lee, C., R.V. Martin, A. van Donkelaar, H. Lee, R.R. Dickerson, J.C. Hains, N. Krotkov, A. Richter, K. Vinnikov, and J.J. Schwab, 2011. emissions and lifetimes: Estimates from inverse modeling using in situ and global, space-based (SCIAMACHY and OMI) observations, Journal of Geophysical Research, 116(D6), doi:10.1029/2010JD014758. |