Source apportionment of PM2.5 in Beijing using principal component analysis/absolute principal component scores and UNMIX

Science of the Total Environment

Volumn 372, Issue 1, 2006, Pages 278-286

  Song, Yu ^a   Xie, Shaodong ^a   Zhang, Yuanhang ^a   Zeng, Limin ^a   Salmon, Lynn G ^b   Zheng, Mei ^c  

^a PEKING UNIVERSITY   (China)

^b CALIFORNIA INSTITUTE OF TECHNOLOGY   (United States)

^c GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

APCS; Fine particle; PCA; Source apportionment; UNMIX

Indexed keywords

COAL COMBUSTION; EIGENVALUES AND EIGENFUNCTIONS; INDUSTRIAL EMISSIONS; MATHEMATICAL MODELS; NITRATES; PRINCIPAL COMPONENT ANALYSIS;

APCS; FINE PARTICLES; SOURCE APPORTIONMENT; UNMIX;

PARTICLES (PARTICULATE MATTER);

COAL; NITRATE; SULFATE;

ATMOSPHERIC POLLUTION; PARTICULATE MATTER; POLLUTANT SOURCE; PRINCIPAL COMPONENT ANALYSIS;

AIR POLLUTION; ARTICLE; BIOMASS; CHEMICAL ANALYSIS; CHINA; COMBUSTION; EXHAUST GAS; PARTICULATE MATTER; PRINCIPAL COMPONENT ANALYSIS; PRIORITY JOURNAL; TECHNIQUE; UNMIX MODEL;

AIR POLLUTANTS; CHINA; CITIES; ENVIRONMENTAL MONITORING; PARTICLE SIZE; PARTICULATE MATTER; PRINCIPAL COMPONENT ANALYSIS;

ASIA; BEIJING [CHINA]; CHINA; EURASIA; FAR EAST;

EID: 33751002611     PISSN: 00489697     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.scitotenv.2006.08.041     Document Type: Article

References (31)

1. Almeida S.M., Pio C.A., Freitas M.C., Reis M.A., and Trancoso M.A. Source apportionment of fine and coarse particulate matter in a sub-urban area at the Western European Coast. Atmospheric Environment 39 (2005) 3127-3138
2. Anderson M.J., Daly E.P., Miller S.L., and Milford J.B. Source apportionment of exposures to volatile organic compounds: II. Application of receptor models to TEAM study data. Atmospheric Environment 36 (2002) 3643-3658
3. Baek S.O., Choi J.S., and Hwang S.M. A quantitative estimation of source contributions to the concentrations of atmospheric suspended particulate matter in urban, suburban, and industrial areas of Korea. Environment International 23 (1997) 205-213
4. Bruno P., Caselli M., de Gennaro G., and Traini A. Source apportionment of gaseous atmospheric pollutants by means of an absolute principal component scores (APCS) receptor model. Fresenius' Journal of Analytical of Chemistry 371 (2001) 1119-1123
5. Cadle S.H., Mulawa P.A., Hunsanger E.C., Nelson K.E., Ragazzi R.A., Barrett R., et al. Composition of light-duty motor vehicle exhaust particulate matter in the Denver, Colorado area. Environmental Science and Technology 33 (1999) 2328-2339
6. Chan C.Y., Xu X.D., Li Y.S., Wong K.H., Ding G.A., Chan L.Y., et al. Characteristics of vertical profiles and sources of PM2.5, PM10 and carbonaceous species in Beijing. Atmospheric Environment 39 (2005) 5113-5124
7. Dahl R. Car culture accelerates. Environmental Health Perspectives 113 4 (2005) A238-A245
8. Dan M., Zhuang G., Li X., Tao H., and Zhuang Y. The characteristics of carbonaceous species and their sources in PM2.5 in Beijing. Atmospheric Environment 38 (2004) 3343-3352
9. Dockery D.W., Pope III C.A., Xu X., Spengler J.D., Ware J.H., Fay M.E., Ferris B.G., and Speizer F.E. An association between air pollution and mortality in six US cities. The New England Journal of Medicine 329 (1993) 1753-1759
10. Duan F.K., He K.B., Ma Y.L., Jia Y.T., Yang F.M., Lei Y., et al. Characteristics of carbonaceous aerosols in Beijing, China. Chemosphere 60 (2005) 355-364
11. Duan F.K., He K.B., Yang F.M., Yu X.C., Cadle S.H., Chan T., et al. Concentrations and chemical characteristics of PM2.5 in Beijing, China: 2001-2002. Science of the Total Environment 355 (2006) 264-275
12. Guo H., Wang T., and Louie P.K.K. Source apportionment of ambient non-methane hydrocarbons in Hong Kong: application of a principal component analysis/absolute principal component scores (PCA/APCS) receptor model. Environmental Pollution 129 (2004) 489-498
13. Harrison R.M., Smith D.J.T., Pio C.A., and Castro L.M. Comparative receptor modeling study of airborne particulate pollutants in Birmingham (United Kingdom), Coimbra (Portugal) and Lahore (Pakistan). Atmospheric Environment 31 (1997) 3309-3321
14. He K., Yang F., Ma Y., Zhang Q., Yao X., Chan C.K., et al. The characteristics of PM2.5 in Beijing, China. Atmospheric Environment 38 (2001) 4959-4970
15. Henry R.C. Multivariate receptor modeling by N-dimensional edge detection. Chemometrics and Intelligent Laboratory Systems 65 (2003) 179-189
16. Hopke P.K., Ito K., Mar T.F., Christensen W.F., Eatough D.J., Henry R.C., et al. PM source apportionment and health effects. 1. Intercomparison of source apportionment results. Journal of Exposure Analysis and Environmental Epidemiology 16 (2006) 275-286
17. Ito K., Xue N., and Thurston G. Spatial variation of PM2.5 chemical species and source-apportioned mass concentrations in New York City. Atmospheric Environment 38 (2004) 5269-5282
18. Li Z., Hopke P.K., Husain L., Qureshi S., Dutkiewicz V.A., Schwab J.J., et al. Sources of fine particle composition in New York City. Atmospheric Environment 38 (2004) 6521-6529
19. Maykut N.N., Lewtas J., Kim E., and Larson T.V. Source apportionment of PM2.5 at an urban IMPROVE site in Seattle, Washington. Environmental Science and Technology 37 (2003) 5135-5142
20. Miller S.L., Anderson M.J., Daly E.P., and Milford J.B. Source apportionment of exposures to volatile organic compounds. I. Evaluation of receptor models using simulated exposure data. Atmospheric Environment 36 (2002) 3629-3641
21. Poirot R.L., Wishinski P.R., Hopke P.K., and Polissar A.V. Comparative application of multiple receptor methods to identify aerosol sources in northern Vermont. Environmental Science and Technology 35 (2001) 4622-4636
22. Seinfeld J.H., and Pandis S.N. Atmospheric chemistry and physics from air pollution to climate change (1998), Wiley, New York, NY, USA 649-655
23. Schwartz J.D., Dockery D.W., and Neas L.M. Is daily mortality associated with fine particles?. Journal of the Air and Waste Management Association 46 (1996) 927-939
24. Song Y., Zhang Y.H., Xie S.D., Zeng L., Zheng M., Salmon L.G., et al. Source apportionment of PM2.5 in Beijing by positive matrix factorization. Atmospheric Environment 40 (2006) 1526-1537
25. Thurston G.D., and Spengler J.D. A quantitative assessment of source contributions to inhalable particulate matter pollution in metropolitan Boston. Atmospheric Environment 19 (1985) 9-25
26. Wang Y., Zhuang G.S., Tang A.H., Yuan H., Sun Y.L., Chen S.A., et al. The ion chemistry and the source of PM2.5 aerosol in Beijing. Atmospheric Environment 39 (2005) 3771-3784
27. Watson J.G., and Chow J.C. Source characterization of major emission sources in the Imperial and Mexicali valleys along the US/Mexico border. Science of the Total Environment 276 (2001) 33-47
28. Yao X., Lau A.P.S., Fang M., Chan C.K., and Hu M. Size distributions and formation of ionic species in atmospheric particulate pollutants in Beijing, China: 1. Inorganic ions. Atmospheric Environment 37 (2003) 2991-3000
29. Yuan Z.B., Lau A.K.H., Zhang H.Y., Yu J.Z., Louie P.K.K., and Fung J.C.H. Identification and spatiotemporal variations of dominant PM10 sources over Hong Kong. Atmospheric Environment 40 (2006) 1803-1815
30. Zheng M., Salmon L.G., Schauer J.J., Zeng L., Kiang C.S., Zhang Y., et al. Seasonal trends in PM2.5 source contributions in Beijing, China. Atmospheric Environment 39 (2005) 3967-3976
31. Zhou L., Hopke P.K., Paatero P., Ondov J.M., Pancras J.P., Pekney N.J., et al. Advanced factor analysis for multiple time resolution aerosol composition data. Atmospheric Environment 38 (2004) 4909-4920