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Long-term ambient air pollution levels in four Chinese cities: inter-city and intra-city concentration gradients for epidemiological studies

Journal of Exposure Science & Environmental Epidemiology volume 11, pages 341–351 (2001)Cite this article

Abstract

The field data collection of an air pollution epidemiologic study was carried out from 1993 to 1996 in four Chinese cities of Lanzhou, Chongqing, Wuhan, and Guangzhou. In each city, an urban district and a suburban district were selected. Ambient concentrations of total suspended particles (TSP), size-fractionated particulate matter including PM2.5, PM2.5–10, and PM10, sulfur dioxide (SO2), and oxides of nitrogen (NOx) were measured in these districts. The results indicate the presence of wide inter-city and intra-city gradients in long-term ambient levels of these measured pollutants. Across the eight districts, the 1993–1996 4-year means of TSP, SO2, and NOx ranged from 198 to 659 μg/m3, from 14.6 to 331 μg/m3, and from 31.5 to 239 μg/m3, respectively, and the 1995–1996 2-year means of PM2.5, PM2.5–10, and PM10 ranged from 51.5 to 142 μg/m3, from 29.2 to 107 μg/m3, and from 80.7 to 232 μg/m3, respectively. These pollution ranges substantially extended the upper end of the pollution ranges of previous air pollution epidemiologic studies conducted in North America and Europe. In each district, significant correlations among the measured pollutants were observed for daily concentrations. However, the gradient patterns in long-term means of different pollutants were different across the eight districts. (e.g., PM2.5–10 and TSP were highest in the Lanzhou urban district, PM2.5 and PM10 were highest in the Guangzhou urban district, SO2 was highest in the Chongqing urban district, and NOx was highest in the Guangzhou urban district). In general, seasonal variations were present in the ambient concentrations with high levels often occurring in winter months. The eight districts may be classified into four district clusters based on integrated levels of all measured pollutants. These features of the ambient air pollution have important implications for epidemiological studies and may provide unique opportunities to study exposure–effects relationships in the four Chinese cities.

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References

  1. Afifi, A. A. and Clark, V., Computed-Aided Multivariate Analysis. Lifetime Learning Publications, Belmont, CA. (1984) pp. 330–360.

    Chapter  Google Scholar 

  2. Braun-Fahrlander, C., Vuille, J. C., Sennhauser, F. H., Neu, U., Kunzle, T., Grize, L., Gassner, M., Minder, C., Schindler, C., Varonier, H. S., Wuthrich, B. and the Scarpol, Team. Respiratory health and long-term exposure to air pollutants in Swiss school children. Am J Respir Crit Care Med. (1997) 155: 1042–1049.

    Article  CAS  Google Scholar 

  3. Chapman, R. S., Calafiore, C. C. and Hasselblad, V. Prevalence of persistent cough and phlegm in young adults in relation to long-term ambient sulfur oxide exposure. Am Rev Respir Dis. (1985) 132: 261–267.

    CAS  PubMed  Google Scholar 

  4. Chen, J., Peng, Z., and Zheng, Y. Physical and chemical characteristic of aerosol in Chongqing city. Chongqing Environ Sci. (1992) 3: 25–28.

    CAS  Google Scholar 

  5. Dockery, D. W., Speizer, F. E., Stram, D. O., Ware, J. H., Spengler, J. D. and Ferris, B. G. Effects of inhalable particles on respiratory health of children. Am Rev Respir Dis. (1989) 139: 587–594.

    Article  CAS  Google Scholar 

  6. Dockery, D. W., Pope, C. A., Xu, X., Spengler, J. D., Ware, J. H., Ray, M. E., Ferris, B. J. and Speizer, F. E. An association between air pollution and mortality in six U.S. cities. N Engl J Med. (1993) 329: 1753–1759.

    Article  CAS  Google Scholar 

  7. Dockery, D. W., Cunningham, J., Damokosh, A. I., Neas, L. M., Spengler, J. D., Koutrakis, P., Ware, J. H., Raizenne, M. and Speizer, F. E. Health effects of acid aerosols on North American children: respiratory symptoms. Environ Health Perspect. (1996) 104: 500–505.

    Article  CAS  Google Scholar 

  8. Everitt, B. S. Cluster Analysis. Edward Arnold, A Division of Hodder and Stoughton, London. 1993, pp. 55–89.

  9. Howard, P. J. A. An Introduction to Environmental Pattern Analysis. Parthenon Publishing Group, Park Ridge, NJ. 1991, pp. 157–196.

  10. Huang, X., Yan, L., Liu, Z., Chen, Y., and Huang, Y. Study of the Effects of Automobile Exhaust on Residence on Guangzhou. Guangzhou Environmental Monitoring Station, Guangzhou, China. 1990.

  11. Li, X. Y., Brown, D., Smith, S., MacNee, W. and Donaldson, K. Short-term inflammatory responses following intratracheal instillation of fine and ultrafine carbon black in rats. Inhalation Toxicol. (1999) 11: 709–731.

    Article  Google Scholar 

  12. Lin, Y. N., He, Q. C., Din, Y. W., Qian, Z. and Xu, F. Study of the Effects of Atmospheric Pollution on Health on the Residence in Wuhan. Wuhan Environmental Protection Institute, Wuhan, China. 1990.

  13. Lison, D., Lardot, C., Huaux, F., Zanetti, G., and Fubini, B. Influence of particle surface area on the toxicity of insoluble manganese dioxide dusts. Arch Toxicol. (1997) 71: 725–729.

    Article  CAS  Google Scholar 

  14. Oberdorster, G., Ferin, J., and Lehnert, B. E. Correlation between particle size, in vivo particle persistence, and lung injury. Environ Health Perspect. (1994) 102(suppl 5): 173–179.

    Google Scholar 

  15. Osier, M., and Oberdorster, G. Intratracheal inhalation vs intratracheal instillation: differences in particle effects. Fundam Appl Toxicol. (1997) 40: 220–227.

    Article  CAS  Google Scholar 

  16. Peters, J. M., Avol, E., Navidi, W., London, S. J., Gauderman, W. J., Lurmann, F., Linn, W. S., Margolis, H., Rappaport, E., Gong, H. and Thomas, D. C. A study of twelve southern California communities with differing levels and types of air pollution: I. Prevalence of respiratory morbidity. Am J Respir Crit Care Med. (1999a) 159: 760–767.

    Article  CAS  Google Scholar 

  17. Peters, J. M., Avol, E., Gauderman, W. J., Linn, W. S., Navidi, W., London, S. J., Margolis, H., Rappaport, E., Vora, H., Gong, H. and Thomas, D. C. A study of twelve southern California communities with differing levels and types of air pollution: II. Effects on pulmonary function. Am J Respir Crit Care Med. (1999b) 159: 768–775.

    Article  CAS  Google Scholar 

  18. Pikhart, H., Bobak, M., Kriz, B., Danova, J., Celko, M. A., Prikazsky, V., Pryl, K., Briggs, D. and Elliott, P. Outdoor air concentrations of nitrogen dioxide and sulfur dioxide and prevalence of wheezing in school children. Epidemiology. (2000) 11(2): 153–160.

    Article  Google Scholar 

  19. Pope, C. A., Dockery, D. W. and Schwartz, J. Review of epidemiological evidence of health effects of particulate air pollution. Inhalation Toxicol. (1995) 7: 1–18.

    Article  CAS  Google Scholar 

  20. Qian, Z., Chen, X. Y., Zhang, S. C. and Bao, K. G. Urban atmospheric pollution's effect on children's pneumonic function — pulmonage loss estimation. Chin Environ Sci. (1992) 6: 445–448.

    Google Scholar 

  21. Qian, Z., Chapman, R. S., Tian, Q., Chen, Y., Lioy, P. J. and Zhang, J. Effects of air pollution on children's respiratory health in three Chinese cities. Arch Environ Health. (2000) 55(2): 126–133.

    Article  Google Scholar 

  22. SAS. SAS/STAT User's Guide: Vol. 1 ACECLUS-FREQ SAS Institute, Cary, NC. 1990.

  23. SEPA (State Environmental Protection Administration of China). Standardized Environmental Monitoring and Analysis Methods. SEPA, Beijing, China. 1992.

  24. Spengler, J. D., Koutrakis, P., Dockery, D. W., Raizenne, M. and Speizer, F. E. Health effects of acid aerosols on North American children: air pollution exposures. Environ Health Perspect. (1996) 104: 492–499.

    Article  CAS  Google Scholar 

  25. Vogt, W., Nagel, D., and Sator, H. Cluster Analysis in Clinical Chemistry: A Model. John Wiley and Sons, Essex, UK. 1987, pp. 29–34.

  26. Waldman, J., Lioy, P. J., Zelenka, M., Jing, L., Lin, Y. N., He, Q. C., Qian, Z., Chapman, R. S. and Wilson, W. E. Wintertime measurement of acidic aerosols in Wuhan: a city in central China. Atmos Environ. (1991) 25B: 113–120.

    Article  CAS  Google Scholar 

  27. Ware, J. H., Ferris, B. G., Dockery, D. W., Spengler, J. D., Stram, D. O. and Speizer, F. E. Effects of ambient sulfur oxides and suspended particles on respiratory health of preadolescent children. Am Rev Respir Dis. (1986) 133: 834–842.

    CAS  PubMed  Google Scholar 

  28. Wei, F., Teng, E., Wu, G., Hu, W., Wilson, W. E., Chapman, R. S., Pau, J. C. and Zhang, J. Ambient concentration and elemental compositions of PM10 and PM2.5 in four Chinese cities. Environ Sci Technol. (1999) 33: 4188–4193.

    Article  CAS  Google Scholar 

  29. Wilson, R., and Spengler, J. (Eds.), Particles in Our Air: Concentrations and Health Effects. Harvard Univ. Press, Boston, MA. 1996.

  30. Zhang, J., Qian, Z., Kong, L., Zhou, L., Yan, L., and Chapman, R. S. Effects of air pollution on respiratory health of adults in three Chinese cities. Arch Environ Health. (1999) 54(6): 373–381.

    Google Scholar 

  31. Zhou, L., Tan, Q., Zhang, T., Hou, S., Zhang, L., and Zhu, Y. Study of the Effects of Atmospheric Pollution on Health on the Residence in Lanzhou. Gangsu Environmental Protection Institute, Lanzhou, China. 1990.

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Acknowledgements

The authors are grateful for the sample collection efforts made by our colleagues at Guangzhou Environmental Monitoring Station, Wuhan Environmental Protection Research Institute, Gansu Environmental Protection Research Institute, and Chongqing Environmental Monitoring Station. The authors acknowledge the cooperation of the school officials during the collection of PM samples in the eight schoolyards. Mr. W. Hu, Ms. G. Wu, and Mr. E. Teng of China National Environmental Monitoring Center provided various assistance including data input and QA check. Dr. Leo Korn from UMDNJ School of Public Health provided advice on the cluster analysis. Thanks are due to two anonymous reviewers as well. Finally, the authors gratefully thank Dr. Lester Grant of US EPA for his invaluable advice and support to the project throughout the years. The US EPA partially funded and collaborated in the research described here under cooperative agreements CR822691, with the China National Environmental Monitoring Center, and CR826507, with the University of Medicine and Dentistry of New Jersey, Robert Wood Johnson Medical School. The views expressed in this article are those of the authors and do not necessarily reflect the views or policies of either US EPA or the Chinese Government.

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Authors and Affiliations

  1. Joint Graduate Program in Exposure Measurement and Assessment, Rutgers University and University of Medicine and Dentistry of New Jersey, Piscataway, 08854, New Jersey, USA

    ZHENGMIN QIAN

  2. Environmental and Occupational Health Sciences Institute, University of Medicine and Dentistry of New Jersey and Rutgers University, Piscataway, 08854, New Jersey, USA

    JUNFENG ZHANG

  3. China National Environmental Monitoring Center, Beijing, People's Republic of China

    FUSHENG WEI

  4. National Center for Environmental Assessment, US Environmental Protection Agency, Research Triangle Park, North Carolina, 27711, USA

    WILLIAM E WILSON & ROBERT S CHAPMAN

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  1. ZHENGMIN QIAN
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  5. ROBERT S CHAPMAN
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Correspondence to JUNFENG ZHANG.

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QIAN, Z., ZHANG, J., WEI, F. et al. Long-term ambient air pollution levels in four Chinese cities: inter-city and intra-city concentration gradients for epidemiological studies. J Expo Sci Environ Epidemiol 11, 341–351 (2001). https://doi.org/10.1038/sj.jea.7500170

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