Physically constrained source apportionment (PCSA) for polycyclic aromatic hydrocarbon using the Multilinear Engine 2-species ratios (ME2-SR) method

Science of the Total Environment

Volumn 502, Issue , 2015, Pages 16-21

  Liu, Gui Rong ^a   Shi, Guo Liang ^a   Tian, Ying Ze ^a   Wang, Yi Nan ^a   Zhang, Cai Yan ^a   Feng, Yin Chang ^a  

^a NANKAI UNIVERSITY   (China)

Author keywords

Multilinear Engine 2 (ME2) species ratios; Polycyclic aromatic hydrocarbon (PAH); Positive matrix factorization (PMF); Source apportionment

Indexed keywords

CONSTRAINED SOURCE; MULTILINEAR ENGINE 2 (ME2)-SPECIES RATIOS; POLYCYCLIC AROMATIC HYDROCARBON (PAH); POSITIVE MATRIX FACTORIZATION; SOURCE APPORTIONMENT;

ACENAPHTHYLENE; ANTHRACENE; BENZO[A]PYRENE; BENZO[B]FLUORANTHENE; BENZO[GHI]PERYLENE; BENZO[K]FLUORANTHENE; BENZ[A]ANTHRACENE; CHRYSENE; DIBENZ[A,H]ANTHRACENE; FLUORANTHENE; FLUORENE; INDENO[1,2,3 CD]PYRENE; NAPHTHALENE; PHENANTHRENE; POLYCYCLIC AROMATIC HYDROCARBON; PYRENE; AIR POLLUTANT; EXHAUST GAS; PARTICULATE MATTER;

COMBUSTION; CONCENTRATION (COMPOSITION); PAH; PARTICLE SIZE; PARTICULATE MATTER; POINT SOURCE POLLUTION; POLLUTION MONITORING; QUANTITATIVE ANALYSIS; TRAFFIC EMISSION; WINTER;

AIR POLLUTION; ARTICLE; CHEMICAL ANALYSIS; CHINA; COMBUSTION; CONTROLLED STUDY; EXHAUST GAS; FEASIBILITY STUDY; INTERMETHOD COMPARISON; METHODOLOGY; MULTILINEAR ENGINE 2 SPECIES RATIOS METHOD; PARTICULATE MATTER; PHYSICALLY CONSTRAINED SOURCE APPORTIONMENT; POSITIVE MATRIX FACTORIZATION; STATISTICAL ANALYSIS; WINTER; AIR POLLUTANT; ANALYSIS; CHEMICAL MODEL; ENVIRONMENTAL MONITORING; PROCEDURES; STATISTICS AND NUMERICAL DATA;

CHENGDU; CHINA; SICHUAN;

AIR POLLUTANTS; AIR POLLUTION; ENVIRONMENTAL MONITORING; MODELS, CHEMICAL; PARTICULATE MATTER; POLYCYCLIC HYDROCARBONS, AROMATIC; VEHICLE EMISSIONS;

EID: 84907487141     PISSN: 00489697     EISSN: 18791026     Source Type: Journal    
DOI: 10.1016/j.scitotenv.2014.09.011     Document Type: Article

References (44)

1. 2.5 across St. Louis using constrained positive matrix factorisation. Atmos Environ 2012, 46:329-337.
2. Amato F., PandolfiM., Escrig A., Querol X., Alastuey A., Pey J., et al. Quantifying road dust resuspension in urban environment by multilinear engine: a comparison with PMF2. Atmos Environ 2009, 43:2770-2780.
3. Bourotte C., Forti M.C., Taniguchi S., Bicego M.C., Lotufo P.A. A wintertime study of PAHs in fine and coarse aerosols in São Paulo city, Brazil. Atmos Environ 2005, 39:3799-3811.
4. Chen H., Teng Y., Wang J. Source apportionment of polycyclic aromatic hydrocarbons (PAHs) in surface sediments of the Rizhao coastal area (China) using diagnostic ratios and factor analysis with nonnegative constraints. Sci Total Environ 2012, 414:293-300.
5. Chiang K.C., Liao C.M. Heavy incense burning in temples promotes exposure risk from airborne PMs and carcinogenic PAHs. Sci Total Environ 2006, 372:64-75.
6. Feng Y.C., Shi G.L., Wu J.H., Wang Y.Q., Zhu T., Dai S.G. Source analysis of particulate-phase polycyclic aromatic hydrocarbons in an urban atmosphere of a northern city in China. J Air Waste Manage Assoc 2007, 57:164-171.
7. Gschwend P.M., Hites R.A. Fluxes of polycyclic aro-matic hydrocarbons to marine and lacustrine sediments in the northeastern United States. Geochim Cosmochim Acta 1981, 45:2359-2367.
8. Guo H., Lee S.C., Ho K.F., Wang X.M., Zou S.C. Particle-associated polycyclic aromatic hydrocarbons in urban air of Hong Kong. Atmos Environ 2003, 37:5307-5317.
9. Harrison R.M., Smith D.J.T., Luhana L. Source apportionment of atmospheric polycyclic aromatic hydrocarbons collected from an urban location in Birmingham, U.K. Environ Sci Technol 1996, 30:825-832.
10. Houston D., Wu J., Yang D., Jaimes G. Particle-bound polycyclic aromatic hydrocarbon concentrations in transportation microenvironments. Atmos Environ 2013, 71:148-157.
11. Hu Y., Bai Z., Zhang L., Wang X., Zhang L., Yu Q., et al. Health risk assessment for traffic policemen exposed to polycyclic aromatic hydrocarbons (PAHs) in Tianjin, China. Sci Total Environ 2007, 382:240-250.
12. 2.5 source apportionment using positive matrix factorization and molecular marker-based chemical mass balance. Sci Total Environ 2008, 394:290-302.
13. Larsen R.K., Baker J.E. Source apportionment of polycyclic aromatic hydrocarbons in the urban atmosphere: a comparison of three methods. Environ Sci Technol 2003, 37:1873-1881.
14. Mai B.X., Qi S.H., Zeng E.Y., Yang Q.S., Zhang G., Fu J.M., et al. Distribution of polycyclic aromatic hydrocarbons in the coastal region offMacao, China: assessment of input sources and transport pathways using compositional analysis. Environ Sci Technol 2003, 37:4855-4863.
15. Manoli E., Kouras A., Samara C. Profile analysis of ambient and source emitted particle-bound polycyclic aromatic hydrocarbons from three sites in northern Greece. Chemosphere 2004, 56:867-878.
16. Masclet P., Bresson M.A., Mouvier G. Polycyclic aromatic hydrocarbons emitted by power stations, and influence of combustion conditions. Fuel 1987, 66:556-562.
17. Paatero P. The multilinear enginee a table-driven least squares program for solving multilinear problems, including the n-way parallel factor analysis model. J Comput Graph Stat 1999, 8:854-888.
18. Paatero P. User's guide for the Multilinear Engine program "ME2" for fitting multilinear and quasi-multilinear models 2000.
19. Ramadan Z., Eickhout B., Song X.H., Buydens L.M.C., Hopke P.K. Comparison of positive matrix factorization and multilinear engine for the source apportionment of particulate pollutants. Chemometr Intell Lab Syst 2003, 66:15-28.
20. Rogge W.F., Hildemann L.M., Mazurek M.A., Cass G.R., Simoneit B.R.T. Sources of fine organic aerosol. 2. Noncatalyst and catalyst-equipped automobiles and heavy-duty diesel trucks. Environ Sci Technol 1993, 27:636-651.
21. Schnelle-Kreis J., Gebefugi I., Welzl G., Jaensch T., Kettrup A. Occurrence of particle-associated polycyclic aromatic compounds in ambient air of the city of Munich. Atmos Environ 2001, 35:S71-S81.
22. Shen G.F., Wang W., Yang Y.F., Zhu C., Min Y.J., Xue M., et al. Emission factors and particulate matter size distribution of polycyclic aromatic hydrocarbons from residential coal combustions in rural Northern China. Atmos Environ 2010, 44:5237-5243.
23. Shen G.F., Wang W., Yang Y.F., Ding J.N., Xue M., Min Y.J., et al. Emissions of PAHs from indoor crop residue burning in a typical rural stove: emission factors, size distributions, and gas-particle partitioning. Environ Sci Technol 2011, 45:1206-1212.
24. Shi G.L., Feng Y.C., Wu J.H., Li X., Wang Y.Q., Xue Y.H., et al. Source identification of polycyclic aromatic hydrocarbons in urban particulate matter of Tangshan, China. Aerosol Air Qual Res 2009, 9:309-315.
25. Shi G.L., Tian Y.Z., Guo C.S., Feng Y.C., Xu J., Zhang Y. Sediment-pore water partition of PAH source contributions to the Yellow River using two receptor models. J Soil Sediment 2012, 12:1154-1163.
26. Sicre M.A., Marty J.C., Saliot A., Aparicio X., Grimalt J., Albaiges J. Aliphatic and aromatic hydrocarbons in different sized aerosols over the Mediterranean Sea: occurrence and origin. Atmos Environ 1987, 21:2247-2259.
27. Simcik M.F., Eisenreich S.J., Lioy P.J. Source apportionment and source/sink relationships of PAHs in the coastal atmosphere of Chicago and Lake Michigan. Atmos Environ 1999, 33:5071-5079.
28. Singh D.P., Gadi R., Mandal T.K. Characterization of particulate-bound polycyclic aromatic hydrocarbons and trace metals composition of urban air in Delhi, India. Atmos Environ 2011, 45:7653-7663.
29. Sofowote U.M., Mccarry B.E., Marvin C.H. Source apportionment of PAH in Hamilton Harbour suspended sediments: comparison of two factor analysis methods. Environ Sci Technol 2008, 42:6007-6014.
30. Sturtz T.M., Adar S.D., Gould T., Larson T.V. Constrained source apportionment of coarse particulate matter and selected trace elements in three cities from the multi-ethnic study of atherosclerosis. Atmos Environ 2014, 84:65-77.
31. Sun J.L., Ni H.G., Zeng H. Ecological risk assessment of parent and halogenated polycyclic aromatic hydrocarbons in surface sediments from an urban river in south China. Environ Toxicol Chem 2012, 31:1867-1873.
32. Tian Y.Z., Li W.H., Shi G.L., Feng Y.C., Wang Y.Q. Relationships between PAHs and PCBs, and quantitative source apportionment of PAHs toxicity in sediments from Fenhe reservoir and watershed. J Hazard Mater 2013, 248:89-96.
33. Tie X.X., Cao J.J. Aerosol pollution in China: present and future impact on environment. Particuology 2009, 7:426-431.
34. Tie X., Wu D., Brasseur G. Lung cancer mortality and exposure to atmospheric aerosol particles in Guangzhou, China. Atmos Environ 2009, 43:2375-2377.
35. Venkataraman C., Lyons J.M., Friedlander S.K. Size distribution of polycyclic aromatic hydrocarbons and elemental carbon. 1. Sampling, measurement methods, and source characterization. Environ Sci Technol 1994, 28:555-562.
36. 2.5-10 in Beijing: assessment of energy structure conversion. J Hazard Mater 2008, 157:47-56.
37. Xu J., Yu Y., Wang P., Guo W.F., Dai S.G., Sun H.W. Polycylclic aromatichydro carbons in the surface sediments from Yellow River, China. Chemosphere 2007, 67:1408-1414.
38. 2.5 from North Birmingham, Alabama in the southeastern US. Environ Sci Technol 2012, 46:1422-1429.
39. Xu J., Guo J.Y., Liu G.R., Shi G.L., Guo C.S., Zhang Y., et al. Historical trends of concentrations, source contributions and toxicities for PAHs in dated sediment cores from five lakes in western China. Sci Total Environ 2014, 470:519-526.
40. Yunker M.B., Macdonald R.W., Vingarzan R.V., Mitchell R.H., Goyette D., Sylvestre S. PAHs in the Fraser River basin: a critical appraisal of PAH ratios as indicators of PAH source and composition. Org Geochem 2002, 33:489-515.
41. Zhang Y., Guo C.S., Xu J., Tian Y.Z., Shi G.L., Feng Y.C. Potential source contributions and risk assessment of PAHs in sediments from Taihu Lake, China: comparison of three receptor models. Water Res 2012, 46:3065-3073.
42. Zhang Y., Shi G.L., Guo C.S., Xu J., Tian Y.Z., Feng Y.C., et al. Seasonal variations of concentrations, profiles and possible sources of polycyclic aromatic hydrocarbons in sediments from Taihu Lake, China. J Soil Sediment 2012, 12:933-941.
43. Zheng M., Fang M. Particle-associated polycyclic aromatic hydrocarbons in the atmosphere of Hong Kong. Water Air Soil Pollut 2000, 117:175-189.
44. Zheng M., Guo Z.G., Fang M., Kester D.R. The influence of meteorology on the organic and inorganic properties of aerosols in Hong Kong. Atmos Res 2007, 84:323-336.