Critical review and meta-analysis of ambient particulate matter source apportionment using receptor models in Europe

被引:474
作者
Belis, C. A. [1 ]
Karagulian, F. [1 ]
Larsen, B. R. [2 ]
Hopke, P. K. [3 ]
机构
[1] Commiss European Communities, Joint Res Ctr, Inst Environm & Sustainabil, I-21027 Ispra, VA, Italy
[2] Commiss European Communities, Joint Res Ctr, Inst Hlth & Consumer Protect, I-21027 Ispra, VA, Italy
[3] Clarkson Univ, Ctr Air Resources Engn & Sci, Potsdam, NY 13699 USA
关键词
PM10; PM2.5; Particulate matter; Source apportionment; Receptor models; Europe; Exceedances; Carbonaceous fraction; Particulate organic carbon; POSITIVE MATRIX FACTORIZATION; PM10 SOURCE APPORTIONMENT; CHEMICAL MASS-BALANCE; PRINCIPAL COMPONENT ANALYSIS; AIR-POLLUTION SOURCES; ORGANIC-AEROSOL; LEAST-SQUARES; URBAN AREA; SOURCE IDENTIFICATION; METAL CONCENTRATIONS;
D O I
10.1016/j.atmosenv.2012.11.009
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
A review was conducted of the published literature on source apportionment of ambient particulate matter (PM) in Europe using receptor models (RMs). Consistent records were identified for source contribution estimates of PM mass concentrations for 272 records and of organic carbon (OC) in PM for 60 records. Over the period 2000-2012, a shift was observed in the use of RMs from principal component analysis, enrichment factors, and classical factor analysis to Positive Matrix Factorization while Chemical Mass Balance is still topical. Following a meta-analysis of the published results, six major source categories for PM were defined that comprise almost all individual sources apportioned in Europe: atmospheric formation of secondary inorganic aerosol (SIA), traffic, re-suspension of crustal/mineral dust, biomass burning, (industrial) point sources, and sea/road salt. For the OC fraction, the three main source categories were: atmospheric formation of secondary organic aerosol, biomass burning, and fossil fuel combustion. The geographical and seasonal variations of these sources are mapped and discussed. A special analysis of PM concentrations that exceed the current European air quality limits indicated SIA and traffic as the most important source categories to target for abatement throughout the year together with biomass burning during the cold season. (C) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:94 / 108
页数:15
相关论文
共 149 条
[1]  
Agency E. E., 2011, EUR UN EM INV REP 19, P98
[2]  
AIRPARIF LSCE, 2011, ET CONTR SOURC PART
[3]   Identification and chemical characterization of industrial particulate matter sources in southwest Spain [J].
Alastuey, Andrds ;
Querol, Xavier ;
Plana, Feliciano ;
Viana, Mar ;
Ruiz, Carmen R. ;
de la Campa, Ana Sanchez ;
de la Rosa, Jesus ;
Mantilla, Enrique ;
dos Santos, Saul Garcia .
JOURNAL OF THE AIR & WASTE MANAGEMENT ASSOCIATION, 2006, 56 (07) :993-1006
[4]   Chemical characterisation and source apportionment of PM2.5 and PM10 at rural, urban and traffic sites in Navarra (North of Spain) [J].
Aldabe, J. ;
Elustondo, D. ;
Santamaria, C. ;
Lasheras, E. ;
Pandolfi, M. ;
Alastuey, A. ;
Querol, X. ;
Santamaria, J. M. .
ATMOSPHERIC RESEARCH, 2011, 102 (1-2) :191-205
[5]   Contributions from transport, solid fuel burning and cooking to primary organic aerosols in two UK cities [J].
Allan, J. D. ;
Williams, P. I. ;
Morgan, W. T. ;
Martin, C. L. ;
Flynn, M. J. ;
Lee, J. ;
Nemitz, E. ;
Phillips, G. J. ;
Gallagher, M. W. ;
Coe, H. .
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2010, 10 (02) :647-668
[6]   PM10 metal concentrations and source identification using positive matrix factorization and wind sectoring in a French industrial zone [J].
Alleman, Laurent Y. ;
Lamaison, Laure ;
Perdrix, Esperanza ;
Robache, Antoine ;
Galloo, Jean-Claude .
ATMOSPHERIC RESEARCH, 2010, 96 (04) :612-625
[7]   Approaching PM2.5 and PM2.5-10 source apportionment by mass balance analysis, principal component analysis and particle size distribution [J].
Almeida, S. M. ;
Pio, C. A. ;
Freitas, M. C. ;
Reis, M. A. ;
Trancoso, M. A. .
SCIENCE OF THE TOTAL ENVIRONMENT, 2006, 368 (2-3) :663-674
[8]   Source apportionment of fine and coarse particulate matter in a sub-urban area at the Western European Coast [J].
Almeida, SM ;
Pio, CA ;
Freitas, MC ;
Reis, MA ;
Trancoso, MA .
ATMOSPHERIC ENVIRONMENT, 2005, 39 (17) :3127-3138
[9]   A comprehensive assessment of PM emissions from paved roads: Real-world Emission Factors and intense street cleaning trials [J].
Amato, F. ;
Nava, S. ;
Lucarelli, F. ;
Querol, X. ;
Alastuey, A. ;
Baldasano, J. M. ;
Pandolfi, M. .
SCIENCE OF THE TOTAL ENVIRONMENT, 2010, 408 (20) :4309-4318
[10]   Quantifying road dust resuspension in urban environment by Multilinear Engine: A comparison with PMF2 [J].
Amato, F. ;
Pandolfi, M. ;
Escrig, A. ;
Querol, X. ;
Alastuey, A. ;
Pey, J. ;
Perez, N. ;
Hopke, P. K. .
ATMOSPHERIC ENVIRONMENT, 2009, 43 (17) :2770-2780