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Volumn 20, Issue 4, 2013, Pages 2398-2409

Tracer-based source apportionment of polycyclic aromatic hydrocarbons in PM2.5 in Guangzhou, southern China, using positive matrix factorization (PMF)

Author keywords

Biomass burning; Coal combustion; Guangzhou; PAHs; Positive matrix factorization (PMF); Source apportionment; Vehicular emission

Indexed keywords

AIR SAMPLING; ANTHROPOGENIC SOURCE; BIOMASS BURNING; COAL; COMBUSTION; EMISSION INVENTORY; PAH; PARTICLE SIZE; PARTICULATE MATTER; POLLUTANT SOURCE; TEMPORAL VARIATION; TRACER; TRAFFIC EMISSION;

EID: 84875499446     PISSN: 09441344     EISSN: 16147499     Source Type: Journal    
DOI: 10.1007/s11356-012-1129-0     Document Type: Article
Times cited : (48)

References (37)
  • 2
    • 0037213512 scopus 로고    scopus 로고
    • Distribution of particulate- and vapor-phase n-alkanes and polycyclic aromatic hydrocarbons in urban atmosphere of Guangzhou, China
    • Bi XH, Sheng GY, Peng P, Chen YJ, Zhang ZQ, Fu JM (2003) Distribution of particulate- and vapor-phase n-alkanes and polycyclic aromatic hydrocarbons in urban atmosphere of Guangzhou, China. Atmos Environ 37(2): 289-298.
    • (2003) Atmos Environ , vol.37 , Issue.2 , pp. 289-298
    • Bi, X.H.1    Sheng, G.Y.2    Peng, P.3    Chen, Y.J.4    Zhang, Z.Q.5    Fu, J.M.6
  • 3
    • 0029797926 scopus 로고    scopus 로고
    • Elemental carbon-based method for monitoring occupational exposures to particulate diesel exhaust
    • Birch ME, Cary RA (1996) Elemental carbon-based method for monitoring occupational exposures to particulate diesel exhaust. Aerosol Sci Tech 25(3): 221-241.
    • (1996) Aerosol Sci Tech , vol.25 , Issue.3 , pp. 221-241
    • Birch, M.E.1    Cary, R.A.2
  • 4
    • 0034332534 scopus 로고    scopus 로고
    • Using levoglucosan as a molecular marker for the long-range transport of biomass combustion aerosols
    • doi:10.1021/Es991229l
    • Fraser MP, Lakshmanan K (2000) Using levoglucosan as a molecular marker for the long-range transport of biomass combustion aerosols. Environ Sci Technol 34(21): 4560-4564. doi: 10. 1021/Es991229l.
    • (2000) Environ Sci Technol , vol.34 , Issue.21 , pp. 4560-4564
    • Fraser, M.P.1    Lakshmanan, K.2
  • 6
    • 80755132228 scopus 로고    scopus 로고
    • Roadside and rooftop measurements of polycyclic aromatic hydrocarbons in PM2.5 in urban Guangzhou: evaluation of vehicular and regional combustion source contributions
    • doi:10.1016/j.atmosenv.2011.09.005
    • Gao B, Yu J-Z, Li S-X, Ding X, He Q-F, Wang X-M (2011) Roadside and rooftop measurements of polycyclic aromatic hydrocarbons in PM2. 5 in urban Guangzhou: evaluation of vehicular and regional combustion source contributions. Atmos Environ 45(39): 7184-7191. doi: 10. 1016/j. atmosenv. 2011. 09. 005.
    • (2011) Atmos Environ , vol.45 , Issue.39 , pp. 7184-7191
    • Gao, B.1    Yu, J.-Z.2    Li, S.-X.3    Ding, X.4    He, Q.-F.5    Wang, X.-M.6
  • 7
    • 84867695311 scopus 로고    scopus 로고
    • Spatiotemporal variations and sources of polycyclic aromatic hydrocarbons in Guangzhou, southern China
    • doi: 10. 1016/j. jhazmat. 2012. 07. 068
    • Gao B, Guo H, Wang XM, Zhao XY, Ling ZH, Zhang Z, Liu TY (2012) Spatiotemporal variations and sources of polycyclic aromatic hydrocarbons in Guangzhou, southern China. J Hazard Mater. doi: 10. 1016/j. jhazmat. 2012. 07. 068.
    • (2012) J Hazard Mater
    • Gao, B.1    Guo, H.2    Wang, X.M.3    Zhao, X.Y.4    Ling, Z.H.5    Zhang, Z.6    Liu, T.Y.7
  • 8
    • 0142257922 scopus 로고    scopus 로고
    • Particle-associated polycyclic aromatic hydrocarbons in urban air of Hong Kong
    • doi:10.1016/j.atmosenv.2003.09.011
    • Guo H, Lee SC, Ho KF, Wang XM, Zou SC (2003) Particle-associated polycyclic aromatic hydrocarbons in urban air of Hong Kong. Atmos Environ 37(38): 5307-5317. doi: 10. 1016/j. atmosenv. 2003. 09. 011.
    • (2003) Atmos Environ , vol.37 , Issue.38 , pp. 5307-5317
    • Guo, H.1    Lee, S.C.2    Ho, K.F.3    Wang, X.M.4    Zou, S.C.5
  • 9
    • 45249111167 scopus 로고    scopus 로고
    • Fine particle emissions from on-road vehicles in the Zhujiang Tunnel, China
    • He LY, Hu M, Zhang YH, Huang XF, Yao TT (2008) Fine particle emissions from on-road vehicles in the Zhujiang Tunnel, China. Environ Sci Technol 42(12): 4461-4466.
    • (2008) Environ Sci Technol , vol.42 , Issue.12 , pp. 4461-4466
    • He, L.Y.1    Hu, M.2    Zhang, Y.H.3    Huang, X.F.4    Yao, T.T.5
  • 11
    • 37249060746 scopus 로고    scopus 로고
    • Outflow of polycyclic aromatic hydrocarbons from Guangdong, Southern China
    • Lang C, Tao S, Zhang G, Fu J, Simonich S (2007) Outflow of polycyclic aromatic hydrocarbons from Guangdong, Southern China. Environ Sci Technol 41(24): 8370-8375.
    • (2007) Environ Sci Technol , vol.41 , Issue.24 , pp. 8370-8375
    • Lang, C.1    Tao, S.2    Zhang, G.3    Fu, J.4    Simonich, S.5
  • 12
    • 48249086845 scopus 로고    scopus 로고
    • Atmospheric transport and outflow of polycyclic aromatic hydrocarbons from China
    • doi:10.1021/es800453n
    • Lang C, Tao S, Liu W, Zhang Y, Simonich S (2008) Atmospheric transport and outflow of polycyclic aromatic hydrocarbons from China. Environ Sci Technol 42(14): 5196-5201. doi: 10. 1021/es800453n.
    • (2008) Environ Sci Technol , vol.42 , Issue.14 , pp. 5196-5201
    • Lang, C.1    Tao, S.2    Liu, W.3    Zhang, Y.4    Simonich, S.5
  • 13
    • 0012785183 scopus 로고    scopus 로고
    • Source apportionment of polycyclic aromatic hydrocarbons in the urban atmosphere: a comparison of three methods
    • Larsen RK, Baker JE (2003) Source apportionment of polycyclic aromatic hydrocarbons in the urban atmosphere: a comparison of three methods. Environ Sci Technol 37(9): 1873-1881.
    • (2003) Environ Sci Technol , vol.37 , Issue.9 , pp. 1873-1881
    • Larsen, R.K.1    Baker, J.E.2
  • 14
    • 34547261202 scopus 로고    scopus 로고
    • Source apportionment of the particulate PAHs at Seoul, Korea: impact of long range transport to a megacity
    • Lee JY, Kim YP (2007) Source apportionment of the particulate PAHs at Seoul, Korea: impact of long range transport to a megacity. Atmos Chem Phys 7(13): 3587-3596.
    • (2007) Atmos Chem Phys , vol.7 , Issue.13 , pp. 3587-3596
    • Lee, J.Y.1    Kim, Y.P.2
  • 15
    • 43849104977 scopus 로고    scopus 로고
    • Source apportionment of PM2.5: comparing PMF and CMB results for four ambient monitoriniz sites in the southeastern United States
    • doi:10.1016/j.atmosenv.2008.01.025
    • Lee S, Liu W, Wang YH, Russell AG, Edgerton ES (2008) Source apportionment of PM2. 5: comparing PMF and CMB results for four ambient monitoriniz sites in the southeastern United States. Atmos Environ 42(18): 4126-4137. doi: 10. 1016/j. atmosenv. 2008. 01. 025.
    • (2008) Atmos Environ , vol.42 , Issue.18 , pp. 4126-4137
    • Lee, S.1    Liu, W.2    Wang, Y.H.3    Russell, A.G.4    Edgerton, E.S.5
  • 16
    • 31344462676 scopus 로고    scopus 로고
    • Source seasonality of polycyclic aromatic hydrocarbons (PAHs) in a subtropical city, Guangzhou, South China
    • Li J, Zhang G, Li XD, Qi SH, Liu GQ, Peng XZ (2006) Source seasonality of polycyclic aromatic hydrocarbons (PAHs) in a subtropical city, Guangzhou, South China. Sci Total Environ 355(1-3): 145-155.
    • (2006) Sci Total Environ , vol.355 , Issue.1-3 , pp. 145-155
    • Li, J.1    Zhang, G.2    Li, X.D.3    Qi, S.H.4    Liu, G.Q.5    Peng, X.Z.6
  • 17
    • 84863192491 scopus 로고    scopus 로고
    • Particulate polycyclic aromatic hydrocarbons in the urban Northeast Region of China: profiles, distributions and sources
    • doi:10.1016/j.atmosenv.2011.04.004
    • Li W, Peng Y, Shi J, Qiu W, Wang J, Bai Z (2011) Particulate polycyclic aromatic hydrocarbons in the urban Northeast Region of China: profiles, distributions and sources. Atmos Environ 45(40): 7664-7671. doi: 10. 1016/j. atmosenv. 2011. 04. 004.
    • (2011) Atmos Environ , vol.45 , Issue.40 , pp. 7664-7671
    • Li, W.1    Peng, Y.2    Shi, J.3    Qiu, W.4    Wang, J.5    Bai, Z.6
  • 18
    • 79956204839 scopus 로고    scopus 로고
    • Atmospheric concentrations, sources and gas-particle partitioning of PAHs in Beijing after the 29th Olympic Games
    • doi:10.1016/j.envpol.2011.03.025
    • Ma W-L, Sun D-Z, Shen W-G, Yang M, Qi H, Liu L-Y, Shen J-M, Li Y-F (2011) Atmospheric concentrations, sources and gas-particle partitioning of PAHs in Beijing after the 29th Olympic Games. Environ Pollut 159(7): 1794-1801. doi: 10. 1016/j. envpol. 2011. 03. 025.
    • (2011) Environ Pollut , vol.159 , Issue.7 , pp. 1794-1801
    • Ma, W.-L.1    Sun, D.-Z.2    Shen, W.-G.3    Yang, M.4    Qi, H.5    Liu, L.-Y.6    Shen, J.-M.7    Li, Y.-F.8
  • 20
    • 33747172017 scopus 로고    scopus 로고
    • Polycyclic aromatic hydrocarbons (PAHs) in the aerosol in Beijing, China, measured by aminopropylsilane chemically-bonded stationary-phase column chromatography and HPLC/fluorescence detection
    • doi:10.1016/j.chemosphere.2006.01.064
    • Okuda T, Naoi D, Tenmoku M, Tanaka S, He K, Ma Y, Yang F, Lei Y, Jia Y, Zhang D (2006) Polycyclic aromatic hydrocarbons (PAHs) in the aerosol in Beijing, China, measured by aminopropylsilane chemically-bonded stationary-phase column chromatography and HPLC/fluorescence detection. Chemosphere 65(3): 427-435. doi: 10. 1016/j. chemosphere. 2006. 01. 064.
    • (2006) Chemosphere , vol.65 , Issue.3 , pp. 427-435
    • Okuda, T.1    Naoi, D.2    Tenmoku, M.3    Tanaka, S.4    He, K.5    Ma, Y.6    Yang, F.7    Lei, Y.8    Jia, Y.9    Zhang, D.10
  • 21
    • 77349097536 scopus 로고    scopus 로고
    • Measurement and source identification of polycyclic aromatic hydrocarbons (PAHs) in the aerosol in Xi'an, China, by using automated column chromatography and applying positive matrix factorization (PMF)
    • doi:10.1016/j.scitotenv.2010.01.040
    • Okuda T, Okamoto K, Tanaka S, Shen Z, Han Y, Huo Z (2010) Measurement and source identification of polycyclic aromatic hydrocarbons (PAHs) in the aerosol in Xi'an, China, by using automated column chromatography and applying positive matrix factorization (PMF). Sci Total Environ 408(8): 1909-1914. doi: 10. 1016/j. scitotenv. 2010. 01. 040.
    • (2010) Sci Total Environ , vol.408 , Issue.8 , pp. 1909-1914
    • Okuda, T.1    Okamoto, K.2    Tanaka, S.3    Shen, Z.4    Han, Y.5    Huo, Z.6
  • 22
    • 0033879139 scopus 로고    scopus 로고
    • Identification and emission rates of molecular tracers in coal smoke particulate matter
    • Oros DR, Simoneit BRT (2000) Identification and emission rates of molecular tracers in coal smoke particulate matter. Fuel 79(5): 515-536.
    • (2000) Fuel , vol.79 , Issue.5 , pp. 515-536
    • Oros, D.R.1    Simoneit, B.R.T.2
  • 23
    • 0030954231 scopus 로고    scopus 로고
    • Least squares formulation of robust non-negative factor analysis
    • Paatero P (1997) Least squares formulation of robust non-negative factor analysis. Chemometr Intell Lab 37(1): 23-35.
    • (1997) Chemometr Intell Lab , vol.37 , Issue.1 , pp. 23-35
    • Paatero, P.1
  • 24
    • 0028561099 scopus 로고
    • Positive matrix factorization-a nonnegative factor model with optimal utilization of error-estimates of data values
    • Paatero P, Tapper U (1994) Positive matrix factorization-a nonnegative factor model with optimal utilization of error-estimates of data values. Environmetrics 5(2): 111-126.
    • (1994) Environmetrics , vol.5 , Issue.2 , pp. 111-126
    • Paatero, P.1    Tapper, U.2
  • 25
    • 33751561950 scopus 로고    scopus 로고
    • Source apportionment of molecular markers and organic aerosols-1. Polycyclic aromatic hydrocarbons and methodology for data visualization
    • Robinson AL, Subramanian R, Donahue NM, Bernardo-Bricker A, Rogge WF (2006) Source apportionment of molecular markers and organic aerosols-1. Polycyclic aromatic hydrocarbons and methodology for data visualization. Environ Sci Technol 40(24): 7803-7810.
    • (2006) Environ Sci Technol , vol.40 , Issue.24 , pp. 7803-7810
    • Robinson, A.L.1    Subramanian, R.2    Donahue, N.M.3    Bernardo-Bricker, A.4    Rogge, W.F.5
  • 26
    • 0030274178 scopus 로고    scopus 로고
    • Source apportionment of airborne particulate matter using organic compounds as tracers
    • Schauer JJ, Rogge WF, Hildemann LM, Mazurek MA, Cass GR (1996) Source apportionment of airborne particulate matter using organic compounds as tracers. Atmos Environ 30(22): 3837-3855.
    • (1996) Atmos Environ , vol.30 , Issue.22 , pp. 3837-3855
    • Schauer, J.J.1    Rogge, W.F.2    Hildemann, L.M.3    Mazurek, M.A.4    Cass, G.R.5
  • 27
    • 79957699880 scopus 로고    scopus 로고
    • Source characterization of organic aerosols using Monte Carlo source apportionment of PAHs at two South Asian receptor sites
    • doi:10.1016/j.atmosenv.2011.01.031
    • Sheesley RJ, Andersson A, Gustafsson O (2011) Source characterization of organic aerosols using Monte Carlo source apportionment of PAHs at two South Asian receptor sites. Atmos Environ 45(23): 3874-3881. doi: 10. 1016/j. atmosenv. 2011. 01. 031.
    • (2011) Atmos Environ , vol.45 , Issue.23 , pp. 3874-3881
    • Sheesley, R.J.1    Andersson, A.2    Gustafsson, O.3
  • 28
    • 36448958360 scopus 로고    scopus 로고
    • Sources of organic aerosol: positive matrix factorization of molecular marker data and comparison of results from different source apportionment models
    • doi:10.1016/j.atmosenv.2007.09.016
    • Shrivastava MK, Subramanian R, Rogge WF, Robinson AL (2007) Sources of organic aerosol: positive matrix factorization of molecular marker data and comparison of results from different source apportionment models. Atmos Environ 41(40): 9353-9369. doi: 10. 1016/j. atmosenv. 2007. 09. 016.
    • (2007) Atmos Environ , vol.41 , Issue.40 , pp. 9353-9369
    • Shrivastava, M.K.1    Subramanian, R.2    Rogge, W.F.3    Robinson, A.L.4
  • 29
    • 0036179013 scopus 로고    scopus 로고
    • Biomass burning-a review of organic tracers for smoke from incomplete combustion
    • Simoneit BRT (2002) Biomass burning-a review of organic tracers for smoke from incomplete combustion. Appl Geochem 17(3): 129-162.
    • (2002) Appl Geochem , vol.17 , Issue.3 , pp. 129-162
    • Simoneit, B.R.T.1
  • 30
    • 65549087667 scopus 로고    scopus 로고
    • Sources and seasonal variation of atmospheric polycyclic aromatic hydrocarbons in Dalian, China: factor analysis with non-negative constraints combined with local source fingerprints
    • doi:10.1016/j.atmosenv.2009.02.037
    • Tian F, Chen J, Qiao X, Wang Z, Yang P, Wang D, Ge L (2009) Sources and seasonal variation of atmospheric polycyclic aromatic hydrocarbons in Dalian, China: factor analysis with non-negative constraints combined with local source fingerprints. Atmos Environ 43(17): 2747-2753. doi: 10. 1016/j. atmosenv. 2009. 02. 037.
    • (2009) Atmos Environ , vol.43 , Issue.17 , pp. 2747-2753
    • Tian, F.1    Chen, J.2    Qiao, X.3    Wang, Z.4    Yang, P.5    Wang, D.6    Ge, L.7
  • 31
    • 70349613214 scopus 로고    scopus 로고
    • Seasonal and daily source apportionment of polycyclic aromatic hydrocarbon concentrations in PM10 in a semirural European area
    • van Drooge BL, Ballesta PP (2009) Seasonal and daily source apportionment of polycyclic aromatic hydrocarbon concentrations in PM10 in a semirural European area. Environ Sci Technol 43(19): 7310-7316.
    • (2009) Environ Sci Technol , vol.43 , Issue.19 , pp. 7310-7316
    • van Drooge, B.L.1    Ballesta, P.P.2
  • 32
    • 79956046930 scopus 로고    scopus 로고
    • Background concentrations and source apportionment of polycyclic aromatic hydrocarbons in south-eastern Finland
    • doi:10.1016/j.atmosenv.2011.03.050
    • Vestenius M, Leppanen S, Anttila P, Kyllonen K, Hatakka J, Hellen H, Hyvarinen AP, Hakola H (2011) Background concentrations and source apportionment of polycyclic aromatic hydrocarbons in south-eastern Finland. Atmos Environ 45(20): 3391-3399. doi: 10. 1016/j. atmosenv. 2011. 03. 050.
    • (2011) Atmos Environ , vol.45 , Issue.20 , pp. 3391-3399
    • Vestenius, M.1    Leppanen, S.2    Anttila, P.3    Kyllonen, K.4    Hatakka, J.5    Hellen, H.6    Hyvarinen, A.P.7    Hakola, H.8
  • 33
    • 32444438447 scopus 로고    scopus 로고
    • Emission of polycyclic aromatic hydrocarbons in China
    • Xu SS, Liu WX, Tao S (2006) Emission of polycyclic aromatic hydrocarbons in China. Environ Sci Technol 40(3): 702-708.
    • (2006) Environ Sci Technol , vol.40 , Issue.3 , pp. 702-708
    • Xu, S.S.1    Liu, W.X.2    Tao, S.3
  • 34
    • 77951766095 scopus 로고    scopus 로고
    • Seasonal variation, sources and gas/particle partitioning of polycyclic aromatic hydrocarbons in Guangzhou, China
    • doi:10.1016/j.scitotenv.2010.02.043
    • Yang Y, Guo P, Zhang Q, Li D, Zhao L, Mu D (2010) Seasonal variation, sources and gas/particle partitioning of polycyclic aromatic hydrocarbons in Guangzhou, China. Sci Total Environ 408(12): 2492-2500. doi: 10. 1016/j. scitotenv. 2010. 02. 043.
    • (2010) Sci Total Environ , vol.408 , Issue.12 , pp. 2492-2500
    • Yang, Y.1    Guo, P.2    Zhang, Q.3    Li, D.4    Zhao, L.5    Mu, D.6
  • 36
    • 69649087692 scopus 로고    scopus 로고
    • Sensitivity of a molecular marker based positive matrix factorization model to the number of receptor observations
    • doi:10.1016/j.atmosenv.2009.07.009
    • Zhang YX, Sheesley RJ, Bae MS, Schauer JJ (2009a) Sensitivity of a molecular marker based positive matrix factorization model to the number of receptor observations. Atmos Environ 43(32): 4951-4958. doi: 10. 1016/j. atmosenv. 2009. 07. 009.
    • (2009) Atmos Environ , vol.43 , Issue.32 , pp. 4951-4958
    • Zhang, Y.X.1    Sheesley, R.J.2    Bae, M.S.3    Schauer, J.J.4
  • 37
    • 70949108327 scopus 로고    scopus 로고
    • Source apportionment of primary and secondary organic aerosols using positive matrix factorization (PMF) of molecular markers
    • doi:10.1016/j.atmosenv.2009.02.047
    • Zhang YX, Sheesley RJ, Schauer JJ, Lewandowski M, Jaoui M, Offenberg JH, Kleindienst TE, Edney EO (2009b) Source apportionment of primary and secondary organic aerosols using positive matrix factorization (PMF) of molecular markers. Atmos Environ 43(34): 5567-5574. doi: 10. 1016/j. atmosenv. 2009. 02. 047.
    • (2009) Atmos Environ , vol.43 , Issue.34 , pp. 5567-5574
    • Zhang, Y.X.1    Sheesley, R.J.2    Schauer, J.J.3    Lewandowski, M.4    Jaoui, M.5    Offenberg, J.H.6    Kleindienst, T.E.7    Edney, E.O.8


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