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Air Quality in the Subway Cabins of the Seoul Metropolitan Area and Analysis of Its Influencing Factors Using Multivariate Statistics

수도권 전동차에서의 공기질 현황 및 다변량 통계분석을 이용한 공기질 영향인자 분석

  • Park, Eun-Young (University of Science and Technology, National Institute of Environmental Research) ;
  • Park, Duck-Shin (Korea Railroad Research Institute, National Institute of Environmental Research) ;
  • Cho, Young-Min (Korea Railroad Research Institute, National Institute of Environmental Research) ;
  • Kwon, Soon-Bark (Korea Railroad Research Institute, National Institute of Environmental Research) ;
  • Choi, Kyung-Hee (Indoor Environmental Research Division, National Institute of Environmental Research) ;
  • Kwon, Myung-Hee (Indoor Environmental Research Division, National Institute of Environmental Research)
  • Received : 2010.07.08
  • Accepted : 2011.01.12
  • Published : 2011.04.30

Abstract

In this study, we have observed PM-10 and $CO_2$ concentration in the subway cabins and analyzed the factors affecting air quality using a multivariate statistical analysis. The measurements have been conducted at Seoul metropolitan subway lines. The results show that the mean concentration of the PM-10 and $CO_2$ inside subway cabins is in the range of 62.6 to 108.0 ${\mu}g/m^3$ and 907 to 2,008 ppm, respectively. $CO_2$ level in specific sections during the rush hours has exceeded air quality guidelines for public transportation, which requires designated train ventilation controls. Correlation and regression analyses of influencing factors imply that $CO_2$ level is severely influenced by the number of passengers and PM-10 level is also correlated with the number of passengers. In particular, PM-10 level in the cabins indicates a positive correlation with outdoor PM-10 level. In addition, the PM concentration has been highly affected by the number of passengers and distance between stations.

Keywords

References

  1. Aarnio, P., T. Yli-Tuomi, A. Kousa, T. Makela, A. Hirsikko, K. Hameri, M. Raisanen, R. Hillamo, T. Koskentalo, and M. Jantunen (2005) The concentrations and composition of and exposure to fine particles (PM2.5) in the Helsinki subway system, Atmos. Environ., 39, 5059-5066. https://doi.org/10.1016/j.atmosenv.2005.05.012
  2. Adams, H.S., M.J. Nieuwenhuijsen, R.N. Colvile, M.A.S. McMullen, and P. Khandelwal (2001) Fine particle (PM2.5) personal exposure levels in transport microenvironments, London, UK, Sci. Total Environ., 279, 29-44. https://doi.org/10.1016/S0048-9697(01)00723-9
  3. Branis, M. (2006) The contribution of ambient sources to particulate pollution in spaces and trains of the Prague underground transport system, Atmos. Environ., 40, 348-356. https://doi.org/10.1016/j.atmosenv.2005.09.060
  4. Chan, L.Y., W.L. Lau, S.C. Lee, and C.Y. Chan (2002) Commuter exposur to particulate matter in public transportation modes in Hong Kong, Atmos. Environ., 36, 3363-3373. https://doi.org/10.1016/S1352-2310(02)00318-7
  5. Cheng, Y.H., Y.L. Lin, and C.C. Liu (2008) Levels of PM-10 and PM2.5 in Taipei Rapid Transit System, Atmos. Environ., 42, 7242-7249. https://doi.org/10.1016/j.atmosenv.2008.07.011
  6. Cheng, Y.H., Y.L. Lin, and C.C. Liu (2009) Levels of ultrafine particles in Taipei Rapid Transit System, Transport. Res. D., 14, 479-486. https://doi.org/10.1016/j.trd.2009.06.002
  7. Cho, J.H., K.H. Min, and N.W. Paik (2006) Temporal variation of airborne fungi concentrations and related factors in subway stations in Seoul, Korea, Int. J. Hyg. Environ. Health, 209, 249-255. https://doi.org/10.1016/j.ijheh.2005.10.001
  8. Donghwa engineering (2007) Environmental Statistics.
  9. Gomez-Perales, J.E., R.N. Colvile, M.J. Nieuwenhuijsen, A. Fernandez-Bremauntz, V.J. Gutiarrez-Avedoy, V.H. Paramo-Figueroa, S. Blanco-Jimenez, E. Bueno-Lopez, F. Mandujano, R. Bernabe-Cabanillas, and E. Ortix-Segovia (2004) Commuters’ exposure to PM2.5, CO, and Benzene in public transport in the metropolitan area of Mexico City, Atmos. Environ., 38, 1219-1229. https://doi.org/10.1016/j.atmosenv.2003.11.008
  10. Halios, C.H. and C.G. Helmis (2007) On the estimation of characteristic indoor air quality parameters using analytical and numerical methods, Sci. Total Environ., 381, 222-232. https://doi.org/10.1016/j.scitotenv.2007.03.012
  11. Kim, K.Y., Y.S. Kim, Y.M. Roh, C.M. Lee, and C.N. Kim (2008) Spatial distribution of particulate matter (PM-10 and PM2.5) in Seoul Metropolitan Subway stations, J. Hazard. Mater., 154, 440-443. https://doi.org/10.1016/j.jhazmat.2007.10.042
  12. Korail (2009) 2009 Statistical Year Book of Railroad.
  13. Lau, W.L. and L.Y. Chan (2003) Commuter exposure to aromatic VOCs in public transportation modes in Hong Kong, Sci. Total Environ., 308, 143-155. https://doi.org/10.1016/S0048-9697(02)00647-2
  14. Li, T.T., Y.H. Bai, Z.R. Liu, J.F. Liu, G.S. Zhang, and J.L. Li (2006) Air quality in passenger cars of the ground railway transit system in Beijing, China, Sci. Total Environ., 367, 89-95. https://doi.org/10.1016/j.scitotenv.2006.01.007
  15. Ministry of Environment (2006) Guideline on Indoor Air Quality of Public Transport.
  16. Ministry of Land, Transport and Maritime Affair (2009) Statistical Year Book of Land, Transport and Maritime.
  17. Morabia, A. and T.M. Amstislavski (2009) Air pollution and activity during transportation by car, subway, and walking, Am. J. Prev. Med., 37, 72-77. https://doi.org/10.1016/j.amepre.2009.03.014
  18. Murruni, L.G., V. Solanes, M. Debray, A.J. Kreiner, J. Davidson, M. Davidson, M. Vazquez, and M. Ozafran (2009) Concentrations and elemental composition of particulate matter in the Buenos Aires underground system, Atmos. Environ., 43, 4577-4583. https://doi.org/10.1016/j.atmosenv.2009.06.025
  19. Park, D.U. and K.C. Ha (2008) Characteristics of PM-10, PM2.5, $CO_2$ and CO monitored in interiors and platforms of subway train in Seoul, Korea, Environ. Int., 34, 629-634. https://doi.org/10.1016/j.envint.2007.12.007
  20. Salma, I., M. Posfai, K. Kovacs, E. Kuzmann, Z. Homonnay, and J. Posta (2009) Properties and sources of individual particles and some chemical species in the aerosol of a metropolitan underground railway station, Atmos. Environ., 43, 3460-3466. https://doi.org/10.1016/j.atmosenv.2009.04.042
  21. Salma, I., T. Weidinger, and W. Maenhaut (2007) Time-resolved mass concentration, composition and sources of aerosol particles in a metropolitan underground railway station, Atmos. Environ., 41, 8391-8405. https://doi.org/10.1016/j.atmosenv.2007.06.017
  22. Shek, K.W. and W.T. Chan (2008) Combined comfort model of thermal comfort and air quality on buses in Hong Kong, Sci. Total Environ., 389, 277-282. https://doi.org/10.1016/j.scitotenv.2007.08.063
  23. Som, D., C. Dutta, A. Chatterjee, D. Mallick, T.K. Jana, and S. Sen (2007) Studies on commuters’ exposure to BTEX in passenger cars in Kolkata, India, Sci. Total Environ., 372, 426-432. https://doi.org/10.1016/j.scitotenv.2006.09.025
  24. Tsai, D.H., Y.H. Wu, and C.C. Chan (2008) Comparisons of commuter’s exposure to particulate matters while using different transportation modes, Sci. Total Environ., 405, 71-77. https://doi.org/10.1016/j.scitotenv.2008.06.016
  25. Wong, L.T., K.W. Mui, and P.S. Hui (2006) A statistical model for characterizing common air pollutants in airconditioned offices, Atmos. Environ., 40, 4246-4257. https://doi.org/10.1016/j.atmosenv.2006.04.005
  26. Wong, L.T., K.W. Mui, and P.S. Hui (2008) A multivariatelogistic model for acceptance of indoor environmental quality (IEQ) in offices, Build. Environ., 43, 1-6. https://doi.org/10.1016/j.buildenv.2007.01.001
  27. Zhao, B. and J. Wu (2007) Particle deposition in indoor environments: Analysis of influencing factors, J. Hazard. Mater., 147, 439-448. https://doi.org/10.1016/j.jhazmat.2007.01.032
  28. Zhao, W., P.K. Hopke, E.W. Gelfand, and N. Rabinovitch (2007) Use of an expanded receptor model for personal exposure analysis in schoolchildren with asthma, Atmos. Environ., 41, 4084-4096. https://doi.org/10.1016/j.atmosenv.2007.01.037

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