Source apportionment of Baltimore aerosol from combined size distribution and chemical composition data

Atmospheric Environment

Volumn 40, Issue SUPPL. 2, 2006, Pages 396-410

  Ogulei, David ^a   Hopke, Philip K ^a   Zhou, Liming ^a   Patrick Pancras, J ^b   Nair, Narayanan ^b   Ondov, John M ^b  

^a Clarkson University   (United States)

^b Bldg 142   (United States)

Author keywords

Baltimore; PLS; PMF; Positive matrix factorization; Receptor modeling; Size distribution

Indexed keywords

ATMOSPHERIC COMPOSITION; LEAST SQUARES APPROXIMATIONS; MATRIX ALGEBRA; METEOROLOGY; PARTICLE SIZE ANALYSIS; PARTICLES (PARTICULATE MATTER);

PARTIAL LEAST SQUARES (PLS); POSITIVE MATRIX FACTORIZATION; RECEPTOR MODELING; SIZE DISTRIBUTION;

ATMOSPHERIC AEROSOLS;

GASOLINE; NITRATE; OIL; SULFATE;

AEROSOL; CHEMICAL COMPOSITION; COVARIANCE ANALYSIS; DATA SET; MEASUREMENT METHOD; METEOROLOGY; MULTIVARIATE ANALYSIS; PARTICLE SIZE; PARTICULATE MATTER; SEASONAL VARIATION; SIZE DISTRIBUTION;

AEROSOL; AIR MONITORING; AIR POLLUTANT; AIR POLLUTION; AIRBORNE PARTICLE; ARTICLE; CANADA; CHEMICAL ANALYSIS; CHEMICAL COMPOSITION; COVARIANCE; DATA ANALYSIS; DUST; EXHAUST GAS; FIELD EMISSION; IRON AND STEEL INDUSTRY; LINEAR SYSTEM; METEOROLOGY; MOLECULAR WEIGHT; MULTIVARIATE ANALYSIS; PARTICLE SIZE; PARTICULATE MATTER; POLLUTION TRANSPORT; PRIORITY JOURNAL; STATISTICAL DISTRIBUTION; STATISTICAL MODEL; UNITED STATES;

BALTIMORE; MARYLAND; NORTH AMERICA; UNITED STATES;

EID: 33745423745     PISSN: 13522310     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.atmosenv.2005.11.075     Document Type: Article

References (47)

1. Ashbaugh L.L., Malm W.C., and Sadeh W.Z. A residence time probability analysis of sulfur concentrations at Grand Canyon National Park. Atmospheric Environment 19 (1985) 1263-1270
2. Chen A.L.-W., Doddridge B.G., Dickerson R.R., Chow J.C., and Henry R.C. Origins of fine aerosol mass in the Baltimore-Washington corridor: implications from observation, factor analysis, and ensemble air parcel back trajectories. Atmospheric Environment 36 (2002) 4541-4554
3. Chueinta W., Hopke P.K., and Paatero P. Investigation of sources of atmospheric aerosol at urban and suburban residential areas in Thailand by positive matrix factorization. Atmospheric Environment 34 (2000) 3319-3329
4. Dockery D.W., and Pope C.A. Acute respiratory effect of particulate air pollution. Annual Review of Public Health 15 (1994) 107-132
5. Dockery D.W., Pope 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. New England Journal of Medicine 329 (1993) 1753-1759
6. Henry R.C. Multivariate receptor models. In: Hopke P.K. (Ed). Receptor Modeling for Air Quality Management (1991), Elsevier Science Publishers, Amsterdam 117-147
7. Hinds W.C. Aerosol Technology: Properties, Behavior, and Measurement of Airborne Particles. second ed (1999), Wiley, New York
8. Hopke P.K. Receptor Modeling in Environmental Chemistry (1985), Wiley, New York
9. Hopke, P.K. (Ed.), 1991. Receptor Modeling for Air Quality Management. Elsevier Science, Amsterdam.
10. Hopke P.K., Lamb R.E., and Natusch D.F.C. Multi elemental characterization of Urban Roadway Dust. Environmental Science and Technology 14 (1980) 164-172
11. 10 and coarse particles at urban, near-city and rural sites in Switzerland. Atmospheric Environment 39 (2005) 637-651
12. Huffman G.P., Huggins F.E., Shah N., Huggins R., Linak W.P., Miller C.A., Pugmire R.J., Meuzelaar H.L.C., Seehra M.S., and Manivannan A. Characterization of fine particulate matter produced by combustion of residual fuel oil. Journal of the Air and Waste Management Association 50 (2000) 1106-1114
13. 2 and submicron atmospheric particles. Atmospheric Environment 52 (2000) 41-57
14. Kim E., Hopke P.K., and Larson T.V. Analysis of ambient particle size distributions using unmix and positive matrix factorization. Environmental Science and Technology 38 (2004) 202-209
15. Laden F., Neas L.M., Dockery D.W., and Schwartz J. Association of fine particulate matter from different sources with daily mortality in six US cities. Environmental Health Perspectives 108 (2000) 941-947
16. 2.5 mass and trace elements in Baltimore, MD, USA. Atmospheric Environment 35 (2001) 6511-6524
17. Lee E., Chun C.K., and Paatero P. Application of positive matrix factorization in source apportionment of particulate pollutants in Hong Kong. Atmospheric Environment 33 (1999) 3201-3212
18. Miller M.S., Friedlander S.K., and Hidy G.M. A chemical element balance for the Pasadena aerosol. Colloid Interface Science 39 (1972) 65-176
19. Nygaard U.C., Samuelsen M., Aase A., and Løvik M. The capacity of particles to increase allergic sensitization is predicted by particle number and surface area, not by particle mass. Toxicological Sciences 8 2 (2004) 515-524
20. Ondov J.M., and Wexler A.S. Where do particulate toxins reside? An improved paradigm for the structure and dynamics of the urban mid-Atlantic aerosol. Environmental Science and Technology 32 (1998) 2547-2555
21. 2.5 and its constituents for resolution of sources and immune responses. Atmospheric Environment, this issue, doi:10.1016/j.atmosenv.2005.11.072.
22. Ogulei D., Hopke P.K., Zhou L., Paatero P., Park S.S., and Ondov J.M. Receptor modeling for multiple time-resolved species: the Baltimore supersite. Atmospheric Environment 39 (2005) 3751-3762
23. Paatero P. Least squares formulation of robust non-negative factor analysis. Chemometrics and Intelligent Laboratory Systems 37 (1997) 23-35
24. Paatero P., and Tapper U. Positive matrix factorization: a non-negative factor model with optimal utilization of error estimates of data values. Environmetrics 5 (1994) 111-126
25. Paatero P., Hopke P.K., Song X.H., and Ramadan Z. Understanding and controlling rotations in factor analytic models. Chemometrics and Intelligent Laboratory Systems 60 (2002) 253-264
26. Paatero P., Hopke P.K., Begum B.A., and Biswas S.K. A graphical diagnostic method for assessing the rotation in factor analytical models of atmospheric pollution. Atmospheric Environment 39 (2005) 193-201
27. Park S.S., Ondov J.M., Harrison D., and Nair N.P. Seasonal and shorter-term variations in particulate atmospheric nitrate in Baltimore. Atmospheric Environment 39 (2005) 2011-2020
28. 2.5 episodes using semi-continuous measurements at the Baltimore supersite at Ponca Street. Aerosol Science and Technology 40 (2006) 845-860
29. Peters A., Wichmann H.E., Tuch T., Heinrich J., and Heyder J. Respiratory effects are associated with the number of ultrafine particles. American Journal of Respiratory and Critical Care Medicine 155 4 (1997) 1376-1383
30. Polissar A.V., Hopke P.K., and Poirot R.L. Atmospheric aerosol over Vermont: chemical composition and sources. Environmental Science and Technology 35 (2001) 4604-4621
31. Pope III C.A. Adverse health effects of air pollutants in a nonsmoking population. Toxicology 111 (1996) 149-155
32. Pope III C.A., Thun M.J., Nmboodiri N.M., Dockery D.W., Evans J.S., Speizer F.E., and Heath C.W. Particulate air pollution as a predictor of mortality in a prospective study of US adults. American Journal of Respiratory Critical Care Medicine 151 (1995) 669-674
33. Pope III C.A., Burnett R.T., Thun M.J., Calle E.E., Krewski D., Ito K., and Thurston G.D. Lung cancer, cardiopulmonary mortality, and long-term exposure to fine particulate air pollution. Journal of the American Medical Association 287 (2002) 1132-1141
34. Ramadan Z., Song X.H., and Hopke P.K. Identification of sources of phoenix aerosol by positive matrix factorization. Journal of the Air and Waste Management Association 50 (2000) 1308-1320
35. Schwartz J., Dockery D.W., and Neas L.M. Is daily mortality associated specifically with fine particles. Journal of the Air and Waste Management Association 46 (1996) 927-939
36. Seinfeld J.H., and Pandis S.N. Atmospheric Chemistry and Physics: From Air Pollution to Climate Change (1998), Wiley, New York pp. 51, 429-433
37. Song X.-H., Polissar V., and Hopke P.K. Sources of the particle composition in the northeastern US. Atmospheric Environment 35 (2001) 5277-5286
38. Suarez A.E., and Ondov J.M. Ambient aerosol concentrations of elements resolved by size and by source: contributions of some cytokine-active metals from coal- and oil-fired power plants. Energy and Fuels 16 (2002) 562-568
39. Tolocka M.P., Lake D.A., Johnston M.V., and Wexler A.S. Ultra fine nitrate particle events in Baltimore observed by real-time single particle mass spectrometry. Atmospheric Environment 38 (2004) 3215-3223
40. Venloo B., Dams R., and Hoste J. Determination of arsenic in steel and cast iron by hydride-generation atomic absorption spectrometry. Analytica Chimica Acta 175 (1885) 325-328
41. Wahlin P., Palmgren F., Dingenen R.V., and Raes F. Experimental studies of ultrafine particles in streets and the relationship to traffic. Atmospheric Environment 35 S1 (2001) 63-69
42. Wold S., Sjöström M., and Eriksson L. PLS-regression: a basic tool of chemometrics. Chemometrics and Intelligent Laboratory Systems 58 (2001) 109-130
43. Xie Y.L., Hopke P.K., Paatero P., Barrie L.A., and Li S.M. Identification of source nature and seasonal variations of arctic aerosol by positive matrix factorization. Atmospheric Science 56 (1999) 249-260
44. Zhang K.M., Wexler A.S., Zhu Y.F., Hinds W.C., and Sioutas C. Evolution of particle number distribution near roadways. Part II: the 'Road-to-Ambient' process. Atmospheric Environment 38 38 (2004) 6655-6665
45. Zhou L., Kim E., Hopke P.K., Stanier C.O., and Pandis S. Advanced factor analysis on Pittsburgh particle size-distribution data. Aerosol Science Technology 38 S1 (2004) 118-132
46. Zhou, L., Hopke, P.K., Stanier, C.O., Pandis, S.N., Ondov, J.M., Pancras, J.P., 2005. Investigation of the relationship between chemical composition and size distribution of airborne particles by partial least squares (PLS) and positive matrix factorization (PMF). Geophysical Research, in press.
47. Zhuang H., Chan C.K., Fang M., and Wexler A.S. Size distributions of particulate sulfate, nitrate, and ammonium at a coastal site in Hong Kong. Atmospheric Environment 33 (1999) 843-853