Source apportionment of size resolved particulate matter at a European air pollution hot spot

Science of the Total Environment

Volumn 502, Issue , 2015, Pages 172-183

  Pokorna P ^a   Hovorka, J ^a   Klan M ^a   Hopke, P K ^b  

^a CHARLES UNIVERSITY   (Czech Republic)

^b CLARKSON UNIVERSITY   (United States)

Author keywords

Airship; Coarse and fine aerosol; Highly time resolved elemental composition; Positive Matrix Factorization; Rotating drum impactor

Indexed keywords

ELEMENTAL COMPOSITIONS; FINE AEROSOLS; HOT SPOT; PARTICULATE MATTER; POSITIVE MATRIX FACTORIZATION; ROTATING DRUM IMPACTOR; SOURCE APPORTIONMENT;

AIRSHIPS;

IRON; AEROSOL; AIR POLLUTANT; EXHAUST GAS; PARTICULATE MATTER;

AEROSOL; AIRBORNE SURVEY; ATMOSPHERIC POLLUTION; COAL; COMBUSTION; PARTICLE SIZE; PARTICULATE MATTER; POINT SOURCE POLLUTION; POLLUTION MONITORING;

AEROSOL; AIR POLLUTION; AIR QUALITY; ARTICLE; CHEMICAL COMPOSITION; COMBUSTION; CONTROLLED STUDY; CZECH REPUBLIC; DESULFURIZATION; ENVIRONMENTAL MONITORING; EUROPEAN; PARTICLE SIZE; PARTICULATE MATTER; SLAG; AIR POLLUTANT; ANALYSIS; EXHAUST GAS; SEASON; STATISTICS AND NUMERICAL DATA;

BARTOVICE; CZECH REPUBLIC; KRALOVEHRADECKY; MORAVSKOSLEZSKY; OSTRAVA; RADVANICE;

AEROSOLS; AIR POLLUTANTS; AIR POLLUTION; ENVIRONMENTAL MONITORING; PARTICULATE MATTER; SEASONS; VEHICLE EMISSIONS;

EID: 84907480666     PISSN: 00489697     EISSN: 18791026     Source Type: Journal    
DOI: 10.1016/j.scitotenv.2014.09.021     Document Type: Article

References (53)

1. Almeida A.M., Pio C.A., Freitas M.C., Reis M.A., Trancoso M.A. Source apportionment of fine and coarse particulate matter in sub-urban area at the Western European Coast. Atmos Environ 2005, 39:3127-3138.
2. Ashbaugh L.L., Malm W.C., Sadeh W.Z. A residence time probability analysis of sulphur concentrations at Grand Canyon National Park. Atmos Environ 1985, 19:1263-1270.
3. Belis C.A., Karagulian F., Larsen B.R., Hopke P.K. Critical review and meta-analysis of ambient particulate matter source apportionment using receptor models in Europe. Atmos Environ 2013, 69:94-108.
4. Bernardoni V., Vecchi R., Valli G., Piazzalunga A., Fermo P. PM10 source apportionment in Milan (Italy) using time-resolved data. Sci Total Environ 2011, 409:4788-4795.
5. Birch M.E., Cary R.A. Elemental carbon based methods for monitoring occupational exposures to particulate diesel exhaust. Aerosol Sci Technol 1996, 25:221-241.
6. Cahill C.F. Asian aerosol transport to Alaska during ACE-Asia. J Geophys Res 2003, 108(D23):32/1-32/8.
7. Cahill T.A., Goodart C., Nelson J.W., Eldred R.A., Nastrom J.S., Feeney P.J. Design and evaluation of the Drum impactor. Proceedings of International Symposium on Particulate and Multi-Phase Process 1985, vol. 2:319-325. Taylor and Francis, Philadelphia.
8. Cahill T.A., Barnes D.E., Spada N.J., Lawton J.A., Cahill T.M. Very fine and ultrafine metals and ischemic heart disease in the California Central Valley 1: 2003-2007. Aerosol Sci Tech 2011, 45:1123-1134.
9. CENIA, Czech Environmental Information Agency Report on the environment of the Czech Republic 2012.
10. Cheung K., Schafer M., Schauer J.J., Sioutas C. Historical trends in the mass and chemical species concentrations of coarse particulate matter in the Los Angeles Basin and relation to sources and air quality regulations. J Air Waste Manage Assoc 2012, 62:541-556.
11. CHMI, Czech Hydrometeorological Institute Air pollution and atmospheric deposition in data. Summary tabular survey 2012.
12. Chow J.C., Engelbrecht J.P., Watson J.G., Wilson W.E., Frank N.H., Zhou T. Designing monitoring network to represent outdoor human exposure. Chemosphere 2002, 49:961-978.
13. Cohen D.D., Crawford J., Stelcer E., Bac V.T. Characterisation and source apportionment of fine particulate matter at Hanoi 2001 to 2008. Atmos Environ 2010, 44:230-328.
14. DELTA Group DRUM quality assurance protocols (DQAP) http://delta.ucdavis.edu.
15. Dodd J.A., Ondov J.M., Tuncel G., Dzubay T.G., Stevens R.K. Multimodal size spectra of submicrometer particles bearing various elements in rural air. Environ Sci Technol 1991, 25:890-903.
16. Dostal M., Pastorkova A., Rychlik S., Rychlikova E., Svecova V., Schallerova E., et al. Comparison of child morbidity in regions of Ostrava, Czech Republic, with different degrees of pollution: a retrospective cohort study. Environ Health 2013, 12:1-11.
17. Dvorska A., Komprdova K., Lammel G., Klanova J., Placha H. Polycyclic aromatic hydrocarbons in background air in central Europe-seasonal levels and limitations for source apportionment. Atmos Environ 2012, 46:147-154.
18. Han J.S., Moon K.J., Ryu S.Y., Kim Y.J., Perry K.D. Source estimation of anthropogenic aerosols collected by a DRUM sampler during spring 2002 at Gosan, Korea. Atmos Environ 2005, 39:3113-3125.
19. Han J.S., Moon K.J., Lee S.J., Kim Y.J., Ryu S.Y., CliffS.S., et al. Size-resolved source apportionment of ambient particles by positive matrix factorisation at Gosan background site in East Asia. Atmos Chem Phys 2006, 2:211-223.
20. Harrison R.M., Stedman J., Derwent D. New directions: why are PM10 concentrations in Europe not falling?. Atmos Environ 2008, 42:603-606.
21. Hleis D., Fernández-Olmo I., Ledoux F., Kfoury A., Courcot L., Desmonts T., et al. Chemical profile identification of fugitive and confined particle emissions from integrated iron and steelmaking plant. J Hazard Mater 2013, 250-251:246-255.
22. Houthuijs D., Breugelmans O., Hoek G., Vaskövi É., Miháliková E., Pastuszka J.S., et al. PM10 and PM2.5 concentrations in Central and Eastern Europe: results from the Cesar study. Atmos Environ 2001, 15:2757-2771.
23. Kim E., Hopke P.K., Edgerton E.S. Source identification of Atlanta aerosol by positive matrix factorization. J Air Waste Manage Assoc 2003, 53:731-739.
24. Kim E., Hopke P.K., Pinto J., Wilson W. Spatial variability of fine particle mass, components, and source contributions during the regional air pollution study in St. Louis. Environ Sci Tech 2005, 39:4172-4179.
25. Kleeman M.J., Schauer J.J., Cass G.R. Size and composition distribution of fine particulate matter emitted from motor vehicles. Environ Sci Tech 2000, 34:1132-1142.
26. Löfstedt R.E. Transboundary environmental problems: the ca sof the burning of coal in Poland for rating and electricity purposes. Glob Environ Chang 1998, 8:329-340.
27. Mazzei F., D'Alessandro A.D., Lucarelli F., Nava S., Prati P., Valli G., et al. Characterization of particulate matter sources in an urban environment. Sci Total Environ 2008, 401:81-89.
28. Minguillón M.C., Querol X., Baltensperger U., PrévÔt A.S.H. Fine and coarse PM composition and sources in rural and urban Switzerland: local or regional pollution?. Sci Total Environ 2012, 427-428:191-202.
29. Mira-Salama D., Grüning C., Jensen N.R., Cavalli P., Putaud J.P., Larsen B.R., et al. Source attribution of urban smog episodes caused by coal combustion. Atmos Res 2008, 88:294-304.
30. Misra C., Singh M., Shen S., Sioutas C., Hall P.M. Development and evaluation of personal cascade impactor sampler (PCIS). J Aerosol Sci 2002, 33:1027-1047.
31. Ogulei D., Hopke P.K., Zhou L., Paatero P., Park S.S., Ondov J.M. Receptor modeling for multiple time resolved species: the Baltimore supersite. Atmos Environ 2005, 39:3751-3762.
32. Paatero P. Least squares formulation of robust nonnegative factor analysis. Chemom Intell Lab Syst 1997, 37:23-35.
33. Paatero P., Hopke P.K. Discarding or down weighting high-noise variables in factor analytic models. Anal Chim Acta 2003, 490:277-289.
34. Paatero P., Hopke P.K., Begum B.A., Biswas S.K. A graphical diagnostic method for assessing the rotation in factor analytical models of atmospheric pollution. Atmos Environ 2005, 39:193-201.
35. Peré-Trepart E., Kim E., Paatero P., Hopke P.K. Source apportionment of time and size resolved ambient particulate matter measured with a rotating DRUM impactor. Atmos Environ 2007, 41:5921-5933.
36. Pinto J.P., Stevens R.K., Willis R.D., Kellong R., Mamane Y., Novák J., et al. Czech air quality monitoring receptor modeling study. Environ Sci Technol 1998, 32:843-854.
37. 2.5 in urban areas in the United States. J Air Waste Manag Assoc 2004, 54:440-449.
38. Pokorná P., Hovorka J., Kroužek J., Hopke P.K. Particulate matter source apportionment in a village situated in industrial region of Central Europe. J Air Waste Manage Assoc 2013, 63:1412-1421.
39. Polissar A.V., Hopke P.K., Paatero P., Malm W.C., Sisler J.F. Atmospheric aerosol over Alaska-2. Elemental composition and sources. J Geophys Res 1998, 103:19045-19057.
40. Querol X., Viana M., Alastuey A., Amato F., Moreno T., Castillo S., et al. Source origin of trace elements in PM from regional background, urban and industrial sites of Spain. Atmos Environ 2007, 41:7219-7231.
41. Richard A., Gianini M.F.D., Mohr C., Furger M., Bukowiecki N., Minguillon M.C., et al. Source apportionment of size and time resolved trace elements and organic aerosols from an urban courtyard site in Switzerland. Atmos Chem Phys 2011, 17:8945-8963.
42. Rogula-Kozłovska W., Klejnowski K., Rogula-Kopiec P., Mathews B., Szopa S. A study of the seasonal mass closure of ambient fine and coarse Dust in Zabrze, Poland. Bull Environ Contam Toxicol 2012, 88:722-729.
43. Santoso M., Hopke P.K., Hidayat A., Dwiana D.L. Source identification of the atmospheric aerosol a turban and suburban sites in Indonesia by positive matrix factorisation. Sci Total Environ 2008, 397:229-237.
44. Santoso M., Lestiani D.D., Mukhtar R., Hamonangan E., Syafrul H., Markwitz A., et al. Preliminary study of the sources of ambient air pollution in Serpong, Indonesia. Atmos Pollut Res 2011, 2:190-196.
45. Shen S., Jaques P.A., Zhu Y., Geller M.D., Sioutas C. Evaluation oft he SMPS-APS system as a continuous monitor for measuring PM2.5, PM10 and coarse (PM2.5-10) concentrations. Atmos Environ 2002, 36:3939-3950.
46. Sram R.J., Binkova B., Dostal M., Merkerova-Dostalova M., Libalova H., Milcova A., et al. Health impact of air pollution to children. Int J Hyg Environ Health 2013, 216:533-540.
47. Swietlicki E., Krejci R. Source characterisation of the Central European atmospheric aerosol using multivariate statistical methods. Nucl Inst Methods Phys Res B 1996, 109(110):519-525.
48. Thimmaiah D., Hovorka J., Hopke P.K. Source apportionment of winter submicron Prague aerosols from combined particle number size distribution and gaseous composition data. Aerosol Air Qual Res 2009, 9:209-236.
49. Topinka J., Hovorka J., Milcová A., Schmuczerová J., Kroužek J., Rossner P., et al. An acellular assay to assess the genotoxicity of complex mixtures of organic pollutants bound on size segregated aerosol. Part I: DNA adducts. Toxicol Lett 2010, 198:304-311.
50. US EPA Emission factors &AP 42 1986, vol. I. Metallurgical Industry, Iron and Steel Production, [Chapter 12, http://www.epa.gov/ttnchie1/ap42/ch12/final/c12s05.pdf]. Fifth ed.
51. Viana M., Kuhlbusch T.A.J., Querol X., Alastuey A., Harrison R.M., Hopke P.K., et al. Source apportionment of particulate matter in Europe: a review of methods and results. J Aerosol Sci 2008, 39:827-849.
52. Watson J.G., Zhu T., Chow J.C., Engelbrecht J., Fujita E.M., Wilson W.E. Receptor modeling application framework for particle source apportionment. Chemosphere 2002, 49:1093-1136.
53. Zhou L., Hopke P.K., Paatero P., Ondov J.M., Pancras J.P., Pekney N.J., et al. Advanced factor analysis for multiple time resolution aerosol composition data. Atmos Environ 2004, 38:4909-4920.