DOI QR코드

DOI QR Code

Quantitative Assessment on Contributions of Foreign NOx and VOC Emission to Ozone Concentrations over Gwangyang Bay with CMAQ-HDDM Simulations

CMAQ-HDDM을 이용한 광양만 오존 농도의 국외 기여도 분석

  • Bae, Changhan (Department of Environmental & Safety Engineering, Ajou University) ;
  • Kim, Byeong-Uk (Georgia Environmental Protection Division) ;
  • Kim, Hyun Cheol (Air Resources Laboratory, National Oceanic and Atmospheric Administration) ;
  • Kim, Soontae (Department of Environmental & Safety Engineering, Ajou University)
  • Received : 2018.01.23
  • Accepted : 2018.10.19
  • Published : 2018.10.31

Abstract

In this study, we examined the contribution of nitrogen oxides and volatile organic compounds emitted from China and Japan to ozone concentrations over Gwangyang-bay, South Korea. We used a chemical transport model, Community Multi-scale Air Quality model, and its instrumented sensitivity tool, High-order Decoupled Direct Method. Intercontinental Chemical Transport Experiment-Phase B 2006 for East Asia and Clean Air Policy Support System 2007 emissions inventories for South Korea were used for the ozone simulation. During the study period, May 2007, the modeled maximum daily 8-hr average ozone concentration among seven air quality monitors in Gwangyang-bay was 68.8 ppb. The contribution of $NO_x$ emissions from China was 19.5 ppb (28%). The highest modeled ozone concentrations and Chinese contributions appeared when air parcels were originated from Shanghai area. The observed 8-hr average ozone concentrations in Gwangyang Bay exceeded the national ambient air quality standard (60 ppb) 203 times by daytime and 56 times by nighttime during the period. It was noticed that many exeedances happened when contribution of Chinese emissions to ozone concentrations over the area increased. Sensitivity analysis shows that a reduction in Chinese $NO_x$ and VOC emissions by 15% could lessen the total exceedance hours by 24%. This result indicates that high ozone concentrations over Gwangyang-bay are strongly enhanced by Chinese emissions.

Keywords

References

  1. Airkorea (2018) https://www.airkorea.or.kr/ (accessed on Jan. 12, 2018).
  2. Altenstedt, J., Pleijel, K. (2000) An alternative approach to photochemical ozone creation potentials applied under European conditions, Journal of the Air and Waste Management Association, 50(6), 1023-1036. https://doi.org/10.1080/10473289.2000.10464145
  3. Amann, M. (2008) Health risks of ozone from long-range transboundary air pollution, WHO Regional Office Europe, http://www.euro.who.int/__data/assets/pdf_file/0005/78647/E91843.pdf (accessed on Oct. 22, 2018).
  4. An, J., Ueda, H., Wang, Z., Matsuda, K., Kajino, M., Cheng, X. (2002) Simulations of monthly mean nitrate concentrations in precipitation over East Asia, Atmospheric Environment, 36(26), 4159-71. https://doi.org/10.1016/S1352-2310(02)00412-0
  5. Benjey, W., Houyoux, M., Susick, J. (2001) Implementation of the SMOKE emission data processor and SMOKE tool input data processor in Models-3, US EPA, https://nepis.epa.gov/Exe/ZyPDF.cgi/P100P6M5.PDF?Dockey=P100P6M5.PDF (accessed on Oct. 22, 2018).
  6. Blanchard, C.L. (1999) Methods for attributing ambient air pollutants to emission sources, Annual Review of Energy and the Environment, 24(1), 329-365. https://doi.org/10.1146/annurev.energy.24.1.329
  7. Bycenkienė, S., Dudoitis, V., Ulevicius, V. (2014) The use of trajectory cluster analysis to evaluate the long-range transport of black carbon aerosol in the south-eastern Baltic region, Advances in Meteorology, 2014(11).
  8. Byun, D., Schere, K.L. (2006) Review of the governing equations, computational algorithms, and other components of the Models-3 Community Multiscale Air Quality (CMAQ) modeling system, Applied Mechanics Reviews, 59(2), 51-77. https://doi.org/10.1115/1.2128636
  9. Carlton, A.G., Baker, K.R. (2011) Photochemical Modeling of the Ozark Isoprene Volcano: MEGAN, BEIS, and Their Impacts on Air Quality Predictions, Environmental Science and Technology, 45(10), 4438-4445. https://doi.org/10.1021/es200050x
  10. Carter, W.P.L. (1999) Documentation of the SAPRC-99 chemical mechanism for VOC reactivity assessment, Report to California Air Resources Board, Contracts 92-329, 95-308, http://www.engr.ucr.edu/-carter/pubs/s99doc.pdf (accessed on Oct. 22, 2018).
  11. Cho, K.T., Kim, J.C., Hong, J.H. (2006) A Study on the Comparison of Biogenic VOC (BVOC) Emissions Estimates by BEIS and CORINAIR Methodologies, Journal of Korean Society for Atmospheric Environment, 22(2), 167-177. (in Korean with English abstract)
  12. Choi, K.-C., Lee, J.-J., Bae, C., Kim, C.-H., Kim, S., Chang, L.-S., Ban, S.-J., Lee, S.-J., Kim, J., Woo, J.-H. (2014) Assessment of transboundary ozone contribution toward South Korea using multiple source-receptor modeling techniques, Atmospheric Environment, 92, 118-129. https://doi.org/10.1016/j.atmosenv.2014.03.055
  13. Cohan, D.S., Hakami, A., Hu, Y., Russell, A.G. (2005) Nonlinear Response of Ozone to Emissions: Source Apportionment and Sensitivity Analysis, Environmental Science and Technology, 39(17), 6739-6748. https://doi.org/10.1021/es048664m
  14. Cohan, D.S., Hu, Y., Russell, A.G. (2006) Dependence of ozone sensitivity analysis on grid resolution, Atmospheric Environment, 40(1), 126-135. https://doi.org/10.1016/j.atmosenv.2005.09.031
  15. Draxler, R.R., Hess, G.D. (2004) Description of the HYSPLIT 4 Modeling System, NOAA Technical Memorandum ERL ARL-224, https://www.arl.noaa.gov/documents/reports/arl-224.pdf (accessed on Oct. 22, 2018).
  16. Dunker, A.M., Yarwood, G., Ortmann, J.P., Wilson, G.M. (2002) Comparison of source apportionment and source sensitivity of ozone in a three-dimensional air quality model, Environmental science and technology, 36(13), 2953-2964. https://doi.org/10.1021/es011418f
  17. Emery, C., Tai, E., Yarwood, G. (2001) Enhanced meteorological modeling and performance evaluation for two Texas ozone episodes. Prepared for the Texas Natural Resource Conservation Commission, by ENVIRON International Corporation, 161, https://www.tceq.texas.gov/assets/public/implementation/air/am/contracts/reports/mm/EnhancedMetModelingAnd-PerformanceEvaluation.pdf (accessed on Oct. 22, 2018).
  18. Emery, C., Liu, Z., Russell, A.G., Odman, M.T., Yarwood, G., Kumar, N. (2017) Recommendations on statistics and benchmarks to assess photochemical model performance, Journal of the Air and Waste Management Association, 67(5), 582-598. https://doi.org/10.1080/10962247.2016.1265027
  19. Guenther, A., Karl, T., Harley, P., Wiedinmyer, C., Palmer, P.I., Geron, C. (2006) Estimates of global terrestrial isoprene emissions using MEGAN (Model of Emissions of Gases and Aerosols from Nature), Atmospheric Chemistry and Physics, 6(1), 107-173.
  20. Ha, H., Lee, S.-D., Lee, J.-K., Park, C.-O., Mun, T.-R. (2006) On Characteristics of Surface Ozone Concentration and Temporal. Spatial Distribution in Kwangyang-Bay, Journal of Korean Society for Atmospheric Environment, 22(5), 642-652. (in Korean with English abstract)
  21. Hakami, A., Odman, M.T., Russell, A.G. (2003) High-order, direct sensitivity analysis of multidimensional air quality models, Environmental Science and Technology, 37(11), 2442-2452. https://doi.org/10.1021/es020677h
  22. Hong, S.-C., Mun, G.-J., Lee, J.-B., Song, C.-G., Kim, S.-Y., Kim, S.-G. (2008) Analysis of Seasonal Characteristics of Long-range Transboundary Air Pollutants in Northeast Asia, Proceeding of the 46st Meeting of KOSAE, 657-659. (in Korean)
  23. Hong, S.-C., Lee, J.-B., Choi, J.Y., Moon, K.J., Lee, H.J., Hong, Y.D., Lee, S.J., Song, C.K. (2012) The Effect of the Chemical Lateral Boundary Conditions on CMAQ Simulations of Tropospheric Ozone for East Asia, Journal of Korean Society for Atmospheric Environment, 28(5), 581-594. (in Korean with English abstract) https://doi.org/10.5572/KOSAE.2012.28.5.581
  24. Itahashi, S., Uno, I., Kim, S. (2012) Application of HDDM sensitivity analysis technique for the source-receptor analysis over East Asia, Journal of Japan Society for Atmospheric Environment, 47(5), 205-216.
  25. Itahashi, S., Uno, I., Kim, S. (2013) Seasonal source contributions of tropospheric ozone over East Asia based on CMAQ-HDDM, Atmospheric environment, 70, 204-217. https://doi.org/10.1016/j.atmosenv.2013.01.026
  26. Itahashi, S., Hayami, H., Uno, I. (2015) Comprehensive study of emission source contributions for tropospheric ozone formation over East Asia, Journal of Geophysical Research: Atmospheres, 120(1), 331-358. https://doi.org/10.1002/2014JD022117
  27. Jaffe, D., McKendry, I., Anderson, T., Price, H. (2003) Six 'new' episodes of trans-Pacific transport of air pollutants, Atmospheric Environment, 37(3), 391-404. https://doi.org/10.1016/S1352-2310(02)00862-2
  28. Jimenez, P.A., Dudhia, J. (2013) On the ability of the WRF model to reproduce the surface wind direction over complex terrain, Journal of Applied Meteorology and Climatology, 52(7), 1610-1617. https://doi.org/10.1175/JAMC-D-12-0266.1
  29. Kim, B.-U., You, S., Kim, H.C., Lim, Y., Suh, I., Lee, J.-B., Woo, J.-H., Kim, S. (2017a) Influence of Different Foreign Emissions Inventories on Simulated, Ground-Level Ozone in the Seoul Metropolitan Area during May 2014, Aerosol and Air Quality Research, 17(12), 3179-3193. https://doi.org/10.4209/aaqr.2017.05.0165
  30. Kim, E., Kim, B.-U., Kim, H.C. (2017b) The Variability of Ozone Sensitivity to Anthropogenic Emissions with Biogenic Emissions Modeled by MEGAN and BEIS3, Atmosphere, 8(10), 187. https://doi.org/10.3390/atmos8100187
  31. Kim, S., Moon, N., Byun, D. (2008) Korea emissions inventory processing using the US EPA's SMOKE system, Asian Journal of Atmospheric Environment, 2(1), 34-46. https://doi.org/10.5572/ajae.2008.2.1.034
  32. Kim, S., Lee, C.-B. (2011) Estimating influence of local and neighborhood emissions on ozone concentrations over the Kwang-Yang bay based on air quality simulations for a 2010 June episode, Journal of Korean Society for Atmospheric Environment, 27(5), 504-522. (in Korean with English abstract) https://doi.org/10.5572/KOSAE.2011.27.5.504
  33. Kim, S. (2011) Estimating Ozone Sensitivity Coefficients to $NO_x$ and VOC Emissions Using BFM and HDDM for A 2007 June Episode, Journal of the Environmental Sciences, 20(11), 1465-1481. (in Korean with English abstract) https://doi.org/10.5322/JES.2011.20.11.1465
  34. Kim, S., Bae, C.H., Kim, E.H., You, S.H., Bae, M.A., Lee, J.B., Seo, I.S., Jae, L.Y., Kim. B.-U., Kim, H.C., Woo, J.H. (2017c) Domestic Ozone Sensitivity to Chinese Emissions Inventories: A Comparison between MICS-Asia 2010 and INTEX-B 2006, Journal of Korean Society for Atmospheric Environment, 33(5), 480-496. (in Korean with English abstract) https://doi.org/10.5572/KOSAE.2017.33.5.480
  35. Koo, B., Wilson, G.M., Morris, R.E., Dunker, A.M., Yarwood, G. (2009) Comparison of source apportionment and sensitivity analysis in a particulate matter air quality model, Environmental Science and Technology, 43(17), 6669-6675. https://doi.org/10.1021/es9008129
  36. Lam, K.S., Wang, T.J., Chan, L.Y., Wang, T., Harris, J. (2001) Flow patterns influencing the seasonal behavior of surface ozone and carbon nomoxide at a coastal site near Hong Kong, Atmospheric Environment, 35(18), 3121-3135. https://doi.org/10.1016/S1352-2310(00)00559-8
  37. Liu, N., Yu, Y., He, J., Zhao, S. (2013) Integrated modeling of urban-scale pollutant transport: application in a semi-arid urban valley, Northwestern China, Atmospheric Pollution Research, 4(3), 306-314. https://doi.org/10.5094/APR.2013.034
  38. Liu, X.-H., Zhang, Y., Xing, J., Zhang, Q., Wang, K., Streets, D.G., Jang, C., Wang, W.-X., Hao, J.-M. (2010) Understanding of regional air pollution over China using CMAQ, part II. Process analysis and sensitivity of ozone and particulate matter to precursor emissions, Atmospheric Environment, 44(30), 3719-3727. https://doi.org/10.1016/j.atmosenv.2010.03.036
  39. Ministry of Environment (MOE) (2012) A Study on Improvement and Expansion of Urban Scale $PM_{2.5}$ Forecasting System. (in Korean)
  40. Ministry of Environment (MOE) (2013) The 2nd stage of air quality management plan over the Seoul Metropolitan Area. (in Korean)
  41. National Institute of Environmental Research (NIER) (2004-2017) Annual Report of Ambient Air Quality in Korea (in Korean), https://www.airkorea.or.kr/detail-ViewDown (accessed on Oct. 22, 2018).
  42. National Institute of Environmental Research (NIER) (2011) Investigation to analysis of high ozone concentration (III). (in Korean)
  43. National Institute of Environmental Research (NIER) (2015) Clean air policy support system, http://airemiss.nier.go.kr/main.jsp/ (accessed on Jan. 12, 2018). (in Korean)
  44. National Oceanic and Atmospheric Administration (NOAA) (2015) Introduction to the HYSPLIT Trajectory Model, WMO GURME Regional Training Workshop on urban air quality modelling for ASEAN Countries, Petaling Jaya
  45. Oltmans, S.J., Levy, H. (1994) Surface ozone measurements from a global network, Atmospheric Environment, 28(1), 9-24. https://doi.org/10.1016/1352-2310(94)90019-1
  46. Oh, I.B., Kim, Y.K., Hwang, M.K., Kim, C.H., Kim, S., Song, S.K. (2010) Elevated ozone layers over the Seoul Metropolitan Region in Korea: Evidence for long-range ozone transport from eastern China and its contribution to surface concentrations, Journal of Applied Meteorology and Climatology, 49(2), 203-220. https://doi.org/10.1175/2009JAMC2213.1
  47. Ran, L., Zhao, C.S., Xu, W.Y., Lu, X.Q., Han, M., Lin, W.L., Liu, P. F. (2011) VOC reactivity and its effect on ozone production during the HaChi summer campaign, Atmospheric Chemistry and Physics, 11(10), 4657-4667. https://doi.org/10.5194/acp-11-4657-2011
  48. Riuttanen, L., Hulkkonen, M., Maso, M.D., Junninen, H., Kulmala, M. (2013) Trajectory analysis of atmospheric transport of fine particles, $SO_2$, $NO_x$ and $O_3$ to the SMEAR II station in Finland in 1996-2008, Atmospheric Chemistry and Physics, 13(4), 2153-2164. https://doi.org/10.5194/acp-13-2153-2013
  49. Seinfeld, J.H., S.N. Pandis (1998) Atmospheric chemistry and physics from air pollution to climate change, Wiley, New York.
  50. Skamarock, W.C., Klemp, J.B. (2008) A time-split nonhydrostatic atmospheric model for weather research and forecasting applications, Journal of Computational Physics, 227(7), 3465-3485. https://doi.org/10.1016/j.jcp.2007.01.037
  51. Sogacheva, L., Hamed, A., Facchini, M.C., Kulmala, M., Laaksonen, A. (2007) Relation of air mass history to nucleation events in Po Valley, Italy, using back trajectories analysis, Atmospheric Chemistry and Physics, 7(3), 839-853. https://doi.org/10.5194/acp-7-839-2007
  52. Stein, A.F., Draxler, R.R., Rolph, G.D., Stunder, B.J., Cohen, M.D., Ngan, F. (2015a) NOAA's HYSPLIT atmospheric transport and dispersion modeling system, Bulletin of the American Meteorological Society, 96(12), 2059-2077. https://doi.org/10.1175/BAMS-D-14-00110.1
  53. Stein, A.F., Ngan, F., Draxler, R.R., Chai, T. (2015b) Potential use of transport and dispersion model ensembles for forecasting applications, Weather and Forecasting, 30(3), 639-655. https://doi.org/10.1175/WAF-D-14-00153.1
  54. U.S. Environmental Protection Agency (US EPA) (2007) Guidance on the Use of Models and Other Analyses for Demonstrating Attainment of Air Quality Goals for Ozone, $PM_{2.5}$, and Regional Haze, https://www3.epa.gov/scram001/guidance/guide/final-03-pm-rhguidance.pdf (accessed on Oct. 22, 2018).
  55. U.S. Environmental Protection Agency (US EPA) (2013) Integrated Science Assessment for Ozone and Related Photochemical Oxidants, EPA 600/R-10, http://ofmpub.epa.gov/eims/eimscomm.getfile?p_download_id=511347 (accessed on Oct. 22, 2018).
  56. Wang, S.X., Zhao, B., Cai, S.Y., Klimont, Z., Nielsen, C.P., Morikawa, T., Woo, J.H., Kim, Y., Fu, X., Xu, J.Y., Hao, J.M., He, K.B. (2014) Emission trends and mitigation options for air pollutants in East Asia, Atmospheric Chemistry and Physics, 14(13), 6571- 6603. https://doi.org/10.5194/acp-14-6571-2014
  57. Xing, J., Wang, S.X., Jang, C., Zhu, Y., Hao, J.M. (2011) Nonlinear response of ozone to precursor emission changes in China: a modeling study using response surface methodology, Atmospheric Chemistry and Physics, 11(10), 5027-5044. https://doi.org/10.5194/acp-11-5027-2011
  58. Yarwood, G., Morris, R.E., Yocke, M.A., Hogo, H., Chico, T. (1996) Development of a Methodology for Source Apportionment of Ozone Concentration Estimates from a Photochemical Grid Model, Presented at the 89th AWMA Annual Meeting, Nashville TN, June 23-28.
  59. Yarwood, G., Morris, R.E., Wilson, G.M. (2004) Particulate Matter Source Apportionment Technology (PSAT) in the CAMx Photochemical Grid Model, Proceedings of the 27th NATO/CCMS International Technical Meeting on Air Pollution Modeling and Application, Springer Verlag, Heidelberg.
  60. Zhang, Q., Streets, D.G., Carmichael, G.R., He, K.B., Huo, H., Kannari, A., Klimont, Z., Park, I.S., Reddy, S., Fu, J.S. (2009) Asian emissions in 2006 for the NASA INTEXB mission, Atmospheric Chemistry and Physics, 9(14), 5131-5153. https://doi.org/10.5194/acp-9-5131-2009