DOI QR코드

DOI QR Code

Analysis of Time Series Models for Ozone at the Southern Part of Gyeonggi-Do in Korea

경기도 남부지역 지표오존농도의 시계열모형 연구

  • Lee, Hoon-Ja (Department of Information Statistics, Pyeongtaek University)
  • 이훈자 (평택대학교 디지털응용정보학과)
  • Published : 2007.06.30

Abstract

The ozone concentration is one of the important environmental issue for measurement of the atmospheric condition of the country. In this article, two time series ARE models, the direct ARE model and applied ARE model have been considered for analyzing the ozone data at southern part of the Gyeonggi-Do, Pyeongtaek, Osan and Suwon monitoring sites in Korea. The result shows that the direct ARE model is better suited for describing the ozone concentration in all three sites. In both of the ARE models, eight meteorological variables and four pollution variables are used as the explanatory variables. Also the high level of ozone data (over 80 ppb) have been analyzed at the Pyeongtaek, Osan and Suwon monitoring sites.

Keywords

References

  1. 김신도(1998) 오존예보모델 및 에보시스템의 개선, 오존예 보시시템에 관한 전문가토론회, 16-23
  2. 김용준(1997) 현업운영 가능한 서울지역의 일 최고 대기오 염도 예보모델 개발 연구, 한국대기보전학회지, 13(1), 79-89
  3. 김유근, 손건태, 문윤섭, 오인보(1999) 서울지역의 지표오존 농도 예보를 위한 전이함수모델 개발, 한국대기환경학회지, 15(6), 779-789
  4. 김유근, 이소영, 임윤구, 송상근(2007) 중회귀 모형을 이용한 울산지역 오존 포텐셜 모형의 설계 및 평가, 한국대기환경학회지, 23(1), 14-28 https://doi.org/10.5572/KOSAE.2007.23.1.014
  5. 환경부(2003) 대기환경연보 2003, 65pp
  6. 환경부(2004) 대기환경연보 2004년 6월, 60pp
  7. Bauer, G., M. Deistler, and W. Scherrer. (2001) Time series models for short term forecasting of ozone in the eastern part of Austria, Environmetrics, 12, 117-130 https://doi.org/10.1002/1099-095X(200103)12:2<117::AID-ENV448>3.0.CO;2-N
  8. Bower, J.S., K.J. Stevenson, G.F.J. Broughyon, and J.E. Lampert (1994) Assessing recent surface ozone concentrations in the U.K., Atmospheric Environment, 28D, 115-128
  9. Feister, U. and K. Balzer (1991) Surface ozone and meteorological predictors on a subregional scale, Atmospheric Environment, 25, 1781-1790 https://doi.org/10.1016/0960-1686(91)90262-6
  10. Guttorp, P., W. Meiring, and D.P. Samson (1994) A spacetime analysis of ground-level ozone Data, Environmetrics, 5, 241-254 https://doi.org/10.1002/env.3170050305
  11. Hubbard, M. and W. Cobourn (1998) Development of a regression model to forecast ground-level ozone concentration in Louisville, KY, Atmospheric environment, 32(14/15), 2637-2647 https://doi.org/10.1016/S1352-2310(97)00444-5
  12. Jorquera, H., R. Perez, A. Cipriano, A. Espejo, M.V. Letelier, and G. Acuna (1998) Forecasting ozone daily maximum levels at Santiago, Chile, Atmospheric Environment, 32(20), 3415-3424 https://doi.org/10.1016/S1352-2310(98)00035-1
  13. Ludwig, F.L., I.J. Jiang, and J. Chen (1995) Classification of ozone and weather pattern associated with high ozone concentrations in the San Francisco and Monterey Bay Areas, Atmospheric Environment, 29, 2915-2828 https://doi.org/10.1016/1352-2310(95)00091-C
  14. Lyons, W.A., J.L. Eastman, R.A. Pielke, C.T. Tremback, P.A. Moon, and K.R. Limcoln (1991) The meteorological of ozone episodes in the lower lake Michigan air quality region, air & waste management association, For presentation at the 83th Annual Meeting & Exhibition, Vancouver, British Columbia, June 16-21
  15. McKendry, I.G. (1993) Ground-level ozone in Montreal, Canada, Atmospheric Environment, 27B, 93-103
  16. Poulida, O., R.P. Dickerson, B.G. Doddridge, J.Z. Holland, R.G. Wardell, and J.G. Wartjins (1991) Trace gas concentrations and meteorology in rural Virginia: Ozone and Carbon Monoxide, Journal of Geophysical Research, 96, 22461-22475 https://doi.org/10.1029/91JD02353
  17. Smith, L.S. and L.-S. Huang (1993) Modeling the threshold exceedence of urban ozone, Technical Report No. 6, National Institute for Statistical Science, Research Triangle Park, NC
  18. Thompson, M.L., J. Rwynolds, L.H. Cox, P. Guttorp, and P.D. Sampson (2000) A review of statistical methods for the meteorological adjustment of tropospheric ozone, Technical Report No. 26, National Research Center for Statistics and Environment, Seattle

Cited by

  1. Improving Environmental Sustainability by Characterizing Spatial and Temporal Concentrations of Ozone vol.10, pp.12, 2018, https://doi.org/10.3390/su10124551