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Volumn 60, Issue , 2012, Pages 305-315

Intra-urban spatial variability and uncertainty assessment of PM 2.5 sources based on carbonaceous species

Author keywords

Bootstrap; Positive matrix factorization; Source apportionment; Spatial variability; Uncertainty

Indexed keywords

BOOTSTRAP; POSITIVE MATRIX FACTORIZATION; SOURCE APPORTIONMENT; SPATIAL VARIABILITY; UNCERTAINTY;

EID: 84864125341     PISSN: 13522310     EISSN: 18732844     Source Type: Journal    
DOI: 10.1016/j.atmosenv.2012.06.036     Document Type: Article
Times cited : (22)

References (48)
  • 1
    • 0033213827 scopus 로고    scopus 로고
    • Polycyclic aromatic hydrocarbons in the urban atmospheric particulate matter in the city of Naples (Italy)
    • Caricchia A.M., Chiavarini S., Pezza M. Polycyclic aromatic hydrocarbons in the urban atmospheric particulate matter in the city of Naples (Italy). Atmospheric Environment 1999, 33:3731-3738.
    • (1999) Atmospheric Environment , vol.33 , pp. 3731-3738
    • Caricchia, A.M.1    Chiavarini, S.2    Pezza, M.3
  • 2
    • 49749098521 scopus 로고    scopus 로고
    • Impact of species uncertainty perturbation on the solution stability of positive matrix factorization of atmospheric particulate matter data
    • Christensen W.F., Schauer J.J. Impact of species uncertainty perturbation on the solution stability of positive matrix factorization of atmospheric particulate matter data. Environmental Science & Technology 2008, 42:6015-6021.
    • (2008) Environmental Science & Technology , vol.42 , pp. 6015-6021
    • Christensen, W.F.1    Schauer, J.J.2
  • 3
    • 37049025131 scopus 로고    scopus 로고
    • Modeling and source apportionment of diesel particulate matter
    • Diaz-Robles L.A., Fu J.S., Reed G.D. Modeling and source apportionment of diesel particulate matter. Environment International 2008, 34:1-11.
    • (2008) Environment International , vol.34 , pp. 1-11
    • Diaz-Robles, L.A.1    Fu, J.S.2    Reed, G.D.3
  • 4
    • 75249086293 scopus 로고    scopus 로고
    • Temporal patterns in daily measurements of inorganic and organic speciated PM2.5 in Denver
    • Dutton S.J., Rajagopalan B., Vedal S., Hannigan M.P. Temporal patterns in daily measurements of inorganic and organic speciated PM2.5 in Denver. Atmospheric Environment 2010, 44:987-998.
    • (2010) Atmospheric Environment , vol.44 , pp. 987-998
    • Dutton, S.J.1    Rajagopalan, B.2    Vedal, S.3    Hannigan, M.P.4
  • 5
    • 58349087268 scopus 로고    scopus 로고
    • PM2.5 characterization for time series studies: Pointwise uncertainty estimation and bulk speciation methods applied in Denver
    • Dutton S.J., Schauer J.J., Vedal S., Hannigan M.P. PM2.5 characterization for time series studies: Pointwise uncertainty estimation and bulk speciation methods applied in Denver. Atmospheric Environment 2009, 43:1136-1146.
    • (2009) Atmospheric Environment , vol.43 , pp. 1136-1146
    • Dutton, S.J.1    Schauer, J.J.2    Vedal, S.3    Hannigan, M.P.4
  • 6
    • 77953809184 scopus 로고    scopus 로고
    • Source apportionment using positive matrix factorization on daily measurements of inorganic and organic speciated PM2.5
    • Dutton S.J., Vedal S., Piedrahita R., Milford J.B., Miller S.L., Hannigan M.P. Source apportionment using positive matrix factorization on daily measurements of inorganic and organic speciated PM2.5. Atmospheric Environment 2010, 44:2731-2741.
    • (2010) Atmospheric Environment , vol.44 , pp. 2731-2741
    • Dutton, S.J.1    Vedal, S.2    Piedrahita, R.3    Milford, J.B.4    Miller, S.L.5    Hannigan, M.P.6
  • 7
    • 59749106398 scopus 로고    scopus 로고
    • PM2.5 characterization for time series studies: Organic molecular marker speciation methods and observations from daily measurements in Denver
    • Dutton S.J., Williams D.E., Garcia J.K., Vedal S., Hannigan M.P. PM2.5 characterization for time series studies: Organic molecular marker speciation methods and observations from daily measurements in Denver. Atmospheric Environment 2009, 43:2018-2030.
    • (2009) Atmospheric Environment , vol.43 , pp. 2018-2030
    • Dutton, S.J.1    Williams, D.E.2    Garcia, J.K.3    Vedal, S.4    Hannigan, M.P.5
  • 8
    • 77950283315 scopus 로고    scopus 로고
    • Assessing positive matrix factorization model fit: a new method to estimate uncertainty and bias in factor contributions at the measurement time scale
    • Hemann J.G., Brinkman G.L., Dutton S.J., Hannigan M.P., Milford J.B., Miller S.L. Assessing positive matrix factorization model fit: a new method to estimate uncertainty and bias in factor contributions at the measurement time scale. Atmospheric Chemistry and Physics 2009, 9:497-513.
    • (2009) Atmospheric Chemistry and Physics , vol.9 , pp. 497-513
    • Hemann, J.G.1    Brinkman, G.L.2    Dutton, S.J.3    Hannigan, M.P.4    Milford, J.B.5    Miller, S.L.6
  • 9
    • 43749092040 scopus 로고    scopus 로고
    • Source apportionment and spatial distributions of coarse particles during the regional air pollution study
    • Hwang I., Hopke P.K., Pinto J.P. Source apportionment and spatial distributions of coarse particles during the regional air pollution study. Environmental Science & Technology 2008, 42:3524-3530.
    • (2008) Environmental Science & Technology , vol.42 , pp. 3524-3530
    • Hwang, I.1    Hopke, P.K.2    Pinto, J.P.3
  • 11
    • 34548081816 scopus 로고    scopus 로고
    • Positive matrix factorization (PMF) analysis of molecular marker measurements to quantify the sources of organic aerosols
    • Jaeckels J.M., Bae M.S., Schauer J.J. Positive matrix factorization (PMF) analysis of molecular marker measurements to quantify the sources of organic aerosols. Environmental Science & Technology 2007, 41:5763-5769.
    • (2007) Environmental Science & Technology , vol.41 , pp. 5763-5769
    • Jaeckels, J.M.1    Bae, M.S.2    Schauer, J.J.3
  • 13
    • 47549099964 scopus 로고    scopus 로고
    • Source characterization of ambient fine particles at multiple sites in the Seattle area
    • Kim E., Hopke P.K. Source characterization of ambient fine particles at multiple sites in the Seattle area. Atmospheric Environment 2008, 42:6047-6056.
    • (2008) Atmospheric Environment , vol.42 , pp. 6047-6056
    • Kim, E.1    Hopke, P.K.2
  • 14
    • 20044387778 scopus 로고    scopus 로고
    • Spatial variability of fine particle mass, components, and source contributions during the regional air pollution study in St. Louis
    • Kim E., Hopke P.K., Pinto J.P., Wilson W.E. Spatial variability of fine particle mass, components, and source contributions during the regional air pollution study in St. Louis. Environmental Science & Technology 2005, 39:4172-4179.
    • (2005) Environmental Science & Technology , vol.39 , pp. 4172-4179
    • Kim, E.1    Hopke, P.K.2    Pinto, J.P.3    Wilson, W.E.4
  • 15
    • 37549062632 scopus 로고    scopus 로고
    • Lubricating oil and fuel contributions to particulate matter emissions from light-duty gasoline and heavy-duty diesel vehicles
    • Kleeman M.J., Riddle S.G., Robert M.A., Jakober C.A. Lubricating oil and fuel contributions to particulate matter emissions from light-duty gasoline and heavy-duty diesel vehicles. Environmental Science & Technology 2008, 42:235-242.
    • (2008) Environmental Science & Technology , vol.42 , pp. 235-242
    • Kleeman, M.J.1    Riddle, S.G.2    Robert, M.A.3    Jakober, C.A.4
  • 17
    • 0033677395 scopus 로고    scopus 로고
    • Association of fine particulate matter from different sources with daily mortality in six U.S. cities
    • Laden F., Neas L.M., Dockery D.W., Schwartz J. Association of fine particulate matter from different sources with daily mortality in six U.S. cities. Environ Health Perspect 2000, 108.
    • (2000) Environ Health Perspect , vol.108
    • Laden, F.1    Neas, L.M.2    Dockery, D.W.3    Schwartz, J.4
  • 18
    • 36348940918 scopus 로고    scopus 로고
    • Estimating uncertainties and uncertainty contributors of CMB PM2.5 source apportionment results
    • Lee S., Russell A.G. Estimating uncertainties and uncertainty contributors of CMB PM2.5 source apportionment results. Atmospheric Environment 2007, 41:9616-9624.
    • (2007) Atmospheric Environment , vol.41 , pp. 9616-9624
    • Lee, S.1    Russell, A.G.2
  • 19
    • 67651064332 scopus 로고    scopus 로고
    • Characterization of PM(2.5)-bound polycyclic aromatic hydrocarbons in Atlanta-Seasonal variations at urban, suburban, and rural ambient air monitoring sites
    • Li Z., Porter E.N., Sjodin A., Needham L.L., Lee S., Russell A.G., Mulholland J.A. Characterization of PM(2.5)-bound polycyclic aromatic hydrocarbons in Atlanta-Seasonal variations at urban, suburban, and rural ambient air monitoring sites. Atmospheric Environment 2009, 43:4187-4193.
    • (2009) Atmospheric Environment , vol.43 , pp. 4187-4193
    • Li, Z.1    Porter, E.N.2    Sjodin, A.3    Needham, L.L.4    Lee, S.5    Russell, A.G.6    Mulholland, J.A.7
  • 20
    • 34249010246 scopus 로고    scopus 로고
    • Mortality risk associated with short-term exposure to traffic particles and sulfates
    • Maynard D., Coull B.A., Gryparis A., Schwartz J. Mortality risk associated with short-term exposure to traffic particles and sulfates. Environmental Health Perspectives 2007, 115:751-755.
    • (2007) Environmental Health Perspectives , vol.115 , pp. 751-755
    • Maynard, D.1    Coull, B.A.2    Gryparis, A.3    Schwartz, J.4
  • 21
    • 0032519812 scopus 로고    scopus 로고
    • On-road emissions of particulate polycyclic aromatic hydrocarbons and black carbon from gasoline and diesel vehicles
    • Miguel A.H., Kirchstetter T.W., Harley R.A., Hering S.V. On-road emissions of particulate polycyclic aromatic hydrocarbons and black carbon from gasoline and diesel vehicles. Environmental Science & Technology 1998, 32:450-455.
    • (1998) Environmental Science & Technology , vol.32 , pp. 450-455
    • Miguel, A.H.1    Kirchstetter, T.W.2    Harley, R.A.3    Hering, S.V.4
  • 22
    • 79959528225 scopus 로고    scopus 로고
    • Source apportionment and spatial variability of PM(2.5) using measurements at five sites in the Netherlands
    • Mooibroek D., Schaap M., Weijers E.P., Hoogerbrugge R. Source apportionment and spatial variability of PM(2.5) using measurements at five sites in the Netherlands. Atmospheric Environment 2011, 45:4180-4191.
    • (2011) Atmospheric Environment , vol.45 , pp. 4180-4191
    • Mooibroek, D.1    Schaap, M.2    Weijers, E.P.3    Hoogerbrugge, R.4
  • 23
    • 0028561099 scopus 로고
    • Positive matrix factorization: A non-negative factor model with optimal utilization of error estimates of data values
    • Paatero P., Tapper U. Positive matrix factorization: A non-negative factor model with optimal utilization of error estimates of data values. Environmetrics 1994, 5:111-126.
    • (1994) Environmetrics , vol.5 , pp. 111-126
    • Paatero, P.1    Tapper, U.2
  • 24
    • 84865863117 scopus 로고    scopus 로고
    • User's Guide for Positive Matrix Factorization Program PMF2 and PMF3, Part 1: Tutorial. University of Helsinki, Helsinki, Finland.
    • Paatero, P., 1998a. User's Guide for Positive Matrix Factorization Program PMF2 and PMF3, Part 1: Tutorial. University of Helsinki, Helsinki, Finland.
    • (1998)
    • Paatero, P.1
  • 25
    • 84865863116 scopus 로고    scopus 로고
    • User's Guide for Positive Matrix Factorization Program PMF2 and PMF3, Part 2: Reference. University of Helsinki, Helsinki, Finland.
    • Paatero, P., 1998b. User's Guide for Positive Matrix Factorization Program PMF2 and PMF3, Part 2: Reference. University of Helsinki, Helsinki, Finland.
    • (1998)
    • Paatero, P.1
  • 26
    • 34249281267 scopus 로고    scopus 로고
    • Roadside measurements of size-segregated particulate organic compounds near gasoline and diesel-dominated freeways in Los Angeles, CA
    • Phuleria H.C., Sheesley R.J., Schauer J.J., Fine P.M., Sioutas C. Roadside measurements of size-segregated particulate organic compounds near gasoline and diesel-dominated freeways in Los Angeles, CA. Atmospheric Environment 2007, 41:4653-4671.
    • (2007) Atmospheric Environment , vol.41 , pp. 4653-4671
    • Phuleria, H.C.1    Sheesley, R.J.2    Schauer, J.J.3    Fine, P.M.4    Sioutas, C.5
  • 29
    • 41949138917 scopus 로고    scopus 로고
    • Atmospheric polycyclic aromatic hydrocarbons: Source attribution, emission factors and regulation
    • Ravindra K., Sokhi R., Van Grieken R. Atmospheric polycyclic aromatic hydrocarbons: Source attribution, emission factors and regulation. Atmospheric Environment 2008, 42:2895-2921.
    • (2008) Atmospheric Environment , vol.42 , pp. 2895-2921
    • Ravindra, K.1    Sokhi, R.2    Van Grieken, R.3
  • 30
    • 33947725946 scopus 로고    scopus 로고
    • Receptor modeling of ambient particulate matter data using positive matrix factorization: Review of existing methods
    • Reff A., Eberly S.I., Bhave P.V. Receptor modeling of ambient particulate matter data using positive matrix factorization: Review of existing methods. Journal of the Air & Waste Management Association 2007, 57:146-154.
    • (2007) Journal of the Air & Waste Management Association , vol.57 , pp. 146-154
    • Reff, A.1    Eberly, S.I.2    Bhave, P.V.3
  • 37
    • 0031239780 scopus 로고    scopus 로고
    • Loss of unburned-fuel hydrocarbons from combustion aerosols during atmospheric transport
    • Simo R., Grimalt J.O., Albaiges J. Loss of unburned-fuel hydrocarbons from combustion aerosols during atmospheric transport. Environmental Science & Technology 1997, 31:2697-2700.
    • (1997) Environmental Science & Technology , vol.31 , pp. 2697-2700
    • Simo, R.1    Grimalt, J.O.2    Albaiges, J.3
  • 38
    • 80052311650 scopus 로고    scopus 로고
    • Attributing health effects to apportioned components and sources of particulate matter: An evaluation of collective results
    • Stanek L.W., Sacks J.D., Dutton S.J., Dubois J.-J.B. Attributing health effects to apportioned components and sources of particulate matter: An evaluation of collective results. Atmospheric Environment 2011, 45:5655-5663.
    • (2011) Atmospheric Environment , vol.45 , pp. 5655-5663
    • Stanek, L.W.1    Sacks, J.D.2    Dutton, S.J.3    Dubois, J.-J.B.4
  • 39
    • 0028534064 scopus 로고
    • Gas-to-particle partitioning of polycyclic aromatic hydrocarbons in an urban atmosphere
    • Subramanyam V., Valsaraj K.T., Thibodeaux L.J., Reible D.D. Gas-to-particle partitioning of polycyclic aromatic hydrocarbons in an urban atmosphere. Atmospheric Environment 1994, 28:3083-3091.
    • (1994) Atmospheric Environment , vol.28 , pp. 3083-3091
    • Subramanyam, V.1    Valsaraj, K.T.2    Thibodeaux, L.J.3    Reible, D.D.4
  • 40
    • 84865860050 scopus 로고    scopus 로고
    • Integrated Science Assessment for Particulate Matter (Final Report). U.S. Environmental Protection Agency, Washington, DC, EPA/600/R-08/139F., EPA U.S.
    • U.S. EPA, 2009. Integrated Science Assessment for Particulate Matter (Final Report). U.S. Environmental Protection Agency, Washington, DC, EPA/600/R-08/139F.
    • (2009)
  • 47
  • 48
    • 69649087692 scopus 로고    scopus 로고
    • Sensitivity of a molecular marker based positive matrix factorization model to the number of receptor observations
    • Zhang Y.X., Sheesley R.J., Bae M.S., Schauer J.J. Sensitivity of a molecular marker based positive matrix factorization model to the number of receptor observations. Atmospheric Environment 2009, 43:4951-4958.
    • (2009) Atmospheric Environment , vol.43 , pp. 4951-4958
    • Zhang, Y.X.1    Sheesley, R.J.2    Bae, M.S.3    Schauer, J.J.4


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