Seasonal and spatial variation of trace elements in multi-size airborne particulate matters of Beijing, China: Mass concentration, enrichment characteristics, source apportionment, chemical speciation and bioavailability

Atmospheric Environment

Volumn 99, Issue , 2014, Pages 257-265

  Gao, Jiajia ^a   Tian, Hezhong ^a   Cheng, Ke ^a   Lu, Long ^a   Wang, Yuxuan ^b   Wu, Ye ^b,c   Zhu, Chuanyong ^a   Liu, Kaiyun ^a   Zhou, Junrui ^a   Liu, Xingang ^a   Chen, Jing ^a   Hao, Jiming ^b,c  

^a BEIJING NORMAL UNIVERSITY   (China)

^b TSINGHUA UNIVERSITY   (China)

^c STATE ENVIRONMENTAL PROTECTION KEY LABORATORY OF SOURCES AND CONTROL OF AIR POLLUTION COMPLEX   (China)

Author keywords

Atmospheric aerosol; Chemical speciation; Enrichment factor (EF); Positive matrix factorization (PMF); Trace elements

Indexed keywords

ALUMINUM COATED STEEL; ATMOSPHERIC AEROSOLS; BIOCHEMISTRY; CHEMICAL SPECIATION; FACTORIZATION; MATRIX ALGEBRA; PARTICLES (PARTICULATE MATTER); URBAN GROWTH;

AIRBORNE PARTICULATE MATTERS; ELEVATED CONCENTRATIONS; ENRICHMENT CHARACTERISTICS; ENRICHMENT FACTORS; EUROPEAN COMMUNITY BUREAU OF REFERENCES; POLLUTION MITIGATION; POSITIVE MATRIX FACTORIZATION; SOURCE APPORTIONMENT;

TRACE ELEMENTS;

ALUMINUM; ANTIMONY; ARSENIC; BERYLLIUM; CADMIUM; CHROMIUM; COBALT; COPPER; IRON; LEAD; MAGNESIUM; MANGANESE; NICKEL; POTASSIUM; SELENIUM; SODIUM; STEEL; SULFUR; TRACE ELEMENT; ZINC;

BIOAVAILABILITY; CONCENTRATION (COMPOSITION); PARTICLE SIZE; PARTICULATE MATTER; SPATIOTEMPORAL ANALYSIS; SPECIATION (CHEMISTRY); TRACE ELEMENT; URBAN AREA;

AEROSOL; AIR POLLUTION; AIR POLLUTION CONTROL; AIR QUALITY; AIRBORNE PARTICLE; AMBIENT AIR; ARTICLE; AUTUMN; BIOAVAILABILITY; BIOMASS; CHEMICAL COMPOSITION; CHINA; COMBUSTION; CONCENTRATION (PARAMETERS); CONTAMINATION; EXHAUST GAS; HUMAN; HUMIDITY; METAL INDUSTRY; PARTICLE SIZE; PH; RURAL AREA; SEASONAL VARIATION; SPRING; SUBURBAN AREA; SUMMER; TRAFFIC; WIND; WINTER;

BEIJING [CHINA]; CHINA;

EID: 84908015221     PISSN: 13522310     EISSN: 18732844     Source Type: Journal    
DOI: 10.1016/j.atmosenv.2014.08.081     Document Type: Article

References (45)

1. BJEPB (Beijing Environmental Protection Bureau) Website, 2012a. http://www.bjepb.gov.cn/.
2. BJEPB (Beijing Environmental Protection Bureau) Beijing Environmental Statement 2011 2012.
3. Chillrud S.N., Epstein D., Ross J.M., Sax S.N., Pederson D., Spengler J., Kinney P.L. Elevated airborne exposures of teenagers to manganese, chromium, and iron from steel dust and New York City's subway system. Environ. Sci. Technol. 2004, 38:732-737.
4. da Silva L.I.D., de Souza Sarkis J.E., Zotin F.M.Z., Carneiro M.C., Neto A.A., da Silva A.S.A.G., Cardoso M.J.B., Monteiro M.I.C. Traffic and catalytic converter-related atmospheric contamination in the metropolitan region of the city of Rio de Janeiro, Brazil. Chemosphere 2008, 71:677-684.
5. 2.5 in Beijing, China: 2001-2002. Sci. Total Environ. 2006, 355:264-275.
6. Duan J.C., Tan J.H., Hao J.M., Chai F.H. Size distribution, characteristics and sources of heavy metals in haze episode in Beijing. J.Environ. Sci. 2014, 26:189-196.
7. Duan J.C., Tan J.H., Wang S.L., Hao J.M., Chai F.H. Size distributions and sources of elements in particulate matter at curbside, urban and rural sites in Beijing. J.Environ. Sci. 2012, 24:87-94.
8. He X., Li C.C., Lau A.K.H., Deng Z.Z., Mao J.T., Wang M.H., Liu X.Y. An intensive study of aerosol optical properties in Beijing urban area. Atmos. Chem. Phys. 2009, 9:8903-8915.
9. Iijima A., Sato K., Yano K., Tago H., Kato M., Kimura H., Furuta N. Particle size and composition distribution analysis of automotive brake abrasion dusts for the evaluation of antimony sources of airborne particulate matter. Atmos. Environ. 2007, 41:4908-4919.
10. Iijima A., Sato K., Fujitani Y., Fujimori E., Saito Y., Tanabe K., Ohara T., Kozawa K., Furuta N. Clarification of the predominant emission sources of antimony in airborne particulate matter and estimation of their effects on the atmosphere in Japan. Environ. Chem. 2009, 6:122-132.
11. Johansson C., Norman M., Burman L. Road traffic emission factors for heavy metals. Atmos. Environ. 2009, 43:4681-4688.
12. 10), within the Greater Area of Athens. Chemosphere 2005, 60:557-566.
13. Mason B., Moore C.B. Principles of Geochemistry 1982, Wiley, New York. fourth ed.
14. MEP (Ministry of Environmental Protection of the People's Republic of China) Ambient Air Quality Standard (GB 3095-2012) 2012, (retrieved September 2013, in Chinese). http://kjs.mep.gov.cn/hjbhbz/bzwb/dqhjbh/dqhjzlbz/201203/W020120410330232398521.pdf.
15. National Bureau of Statistics (NBS) China Statistical Yearbook 2011 2011, P.R. China, China Statistics Press, Beijing, China.
16. National Bureau of Statistics (NBS) China Energy Statistical Yearbook 2011 2011, P.R. China, China Statistics Press, Beijing, China.
17. Okuda T., Kato J., Mori J., Tenmoku M., Suda Y., Tanaka S., He K., Ma Y., Yang F., Yu X., Duan F., Lei Y. Daily concentrations of trace metals in aerosols in Beijing, China, determined by using inductively coupled plasma mass spectrometry equipped with laser ablation analysis, and source identification of aerosols. Sci. Total Environ. 2004, 330:145-158.
18. Okuda T., Katsuno M., Naoi D., Nakao S., Tanaka S., He K.B., Ma Y.L., Lei Y., Jia Y.T. Trends in hazardous trace metal concentrations in aerosols collected in Beijing, China from 2001 to 2006. Chemosphere 2008, 72:917-924.
19. Paatero P. User's Guide for Positive Matrix Factorization Programs PMF2 and PMF3, Part 1: Tutorial 2004.
20. 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.
21. 10 near urban roads and surrounding areas of Beijing. Res. Environ. Sci. 2011, 6:608-614. (in Chinese).
22. Quevauviller P., Rauret G., Griepink B. Single and sequential extraction in sediments and soils. Int. J. Environ. Anal. Chem. 1993, 51:231-235.
23. Richter P., Griño P., Ahumada I., Giordano A. Total element concentration and chemical fractionation in airborne particulate matter from Santiago, Chile. Atmos. Environ. 2007, 41:6729-6738.
24. Schleicher N., Norra S., Chai F.H., Chen Y.Z., Wang S.L., Cen K., Yu Y., Stüben D. Mobility of trace metals in urban atmospheric particulates matter of Beijing, China. Urban Environment. Alliance for Global Sustainability Bookseries 2012, vol. 19:191-200.
25. 2.5 at a roadside environment in Beijing, China. Environ. Pollut. 2012, 161:215-221.
26. 2.5 in Beijing by positive matrix factorization. Atmos. Environ. 2006, 40:1526-1537.
27. Sternbeck J., Sjödin A., Andréasson K. Metal emissions from road traffic and the influence of resuspension-results from two tunnel studies. Atmos. Environ. 2002, 36:4735-4744.
28. Streets D.G., Fu J.S., Jang C.J., Hao J.M., He K.B., Tang X.Y., Zhang Y.H., Wang Z.F., Li Z.P., Zhang Q., Wang L.T., Wang B.Y., Yu C. Air quality during the 2008 Beijing Olympic Games. Atmos. Environ. 2007, 41:480-492.
29. Sun Y.L., Zhuang G.S., Wang Y., Han L.H., Guo J.H., Dan M., Zhang W.J., Wang Z.F., Hao Z.P. The air-borne particulate pollution in Beijing - concentration, composition, distribution and sources. Atmos. Environ. 2004, 38:5991-6004.
30. Tian H.Z., Cheng K., Wang Y., Zhao D., Lu L., Jia W.X., Hao J.M. Temporal and spatial variation characteristics of atmospheric emissions of Cd, Cr, and Pb from coal in China. Atmos. Environ. 2012, 50:157-163.
31. Tian H.Z., Gao J.J., Long L., Zhao D., Cheng K., Qiu P.P. Temporal trends and spatial variation characteristics of hazardous air pollutant emission inventory from municipal solid waste incineration in China. Environ. Sci. Technol. 2012, 46:10364-10371.
32. Tian H.Z., Lu L., Cheng K., Hao J.M., Zhao D., Wang Y., Jia W.X., Qiu P.P. Anthropogenic atmospheric nickel emissions and its distribution characteristics in China. Sci. Total Environ. 2012, 417-418:148-157.
33. Tian H.Z., Wang Y., Xue Z.G., Cheng K., Qu Y.P., Chai F.H., Hao J.M. Trend and characteristics of atmospheric emissions of Hg, As, and Se from coal combustion in China, 1980-2007. Atmos. Chem. Phys. 2010, 10:11905-11919.
34. Tian H.Z., Wang Y., Xue Z.G., Qu Y.P., Chai F.H., Hao J.M. Atmospheric emissions estimation of Hg, As, and Se from coal-fired power plants in China, 2007. Sci. Total Environ. 2011, 409:3078-3081.
35. Tian H.Z., Zhao D., Cheng K., Lu L., He M.C., Hao J.M. Anthropogenic atmospheric emissions of antimony and its spatial distribution characteristics in China. Environ. Sci. Technol. 2012, 46:3973-3980.
36. Trapp J.M., Millero F.J., Prospero J.M. Temporal variability of the elemental composition of African dust measured in trade wind aerosols at Barbados and Miami. Mar. Chem. 2010, 120:71-82.
37. Valavanidis A., Fiotakis K., Vlahogianni T., Bakeas E.B., Triantafillaki S., Paraskevopoulou V., Dassenakis M. Characterization of atmospheric particulates, particle-bound transition metals and polycyclic aromatic hydrocarbons of urban air in the centre of Athens (Greece). Chemosphere 2006, 65:760-768.
38. 10) on the population mortality for cerebrovascular diseases-a case-crossover study. Zhonghua Liuxingbingxue Zazhi 2013, 34:331-335. (in Chinese).
39. Wang Z.J. Epidemiology of lung cancer. Chin. J. Cancer Prev. Treat. 2002, 9:1-5. (in Chinese).
40. WHO Guidelines for Air Quality Geneva 2000, World Health Organization.
41. WHO Environment and People's Health in China 2001.
42. 2.5 in Beijing: seasonal perspective. Atmos. Chem. Phys. 2013, 13:7053-7074.
43. Zhao Q., He K.B., Ma Y.L., Jia Y.T., Cheng Y., Liu H., Wang S.W. Regional PM pollution in Beijing and surrounding area during summertime. Environ. Sci. 2009, 30:1873-1880. (in Chinese).
44. Zhou J.M., Zhang R.J., Cao J.J., Chow J.C., Watson J.G. Carbonaceous and ionic components of atmospheric fine particles in Beijing and their impact on atmospheric visibility. Aerosol Air Qual. Res. 2012, 12:492-502.
45. 2.5 in Beijing. Res. Environ. Sci. 2005, 18:1-5. (in Chinese).