Abstract
Beijing is a megacity, where atmospheric dust fall amount is great, and its resultant air pollution is serious. So, analyzing the chemical elements in atmospheric dust fall and revealing its various sources can provide a scientific basis for taking effective measures to improve atmospheric environmental quality. In this paper, we investigated the spatial and temporal distribution of dust fall in Beijing, based on the dust samples collected in the spring of 2008 and 2009 at 18 observation sites laid out in Beijing and then analyzed the sources of atmospheric dust fall based on the test of samples, adopting enrichment factor and factor analysis methods. Our results found that the dust fall quantity in the observation periods was respectively 33.6230 t km−2 and 28.7130 t km−2; the dust fall quantity varied significantly in different months in the spring, but the variation trend was similar at the sites. There were two centers of large quantity in Beijing; one was in the southwest of downtown, and the other was in the northeast of downtown. The spatial distribution of dust fall generally showed a structural feature of three loops; the northwestern mountainous area was a small quantity belt; the plain area around the downtown was a large quantity belt, and the central downtown was a center of small quantity. Soil dust, construction dust, coal dust, and vehicle exhaust were the four major sources of dust fall in spring of Beijing, respectively, accounting for 38.50, 22.25, 14.06, and 20.82 % of the total dust fall quantity.
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References
Beijing Municipal Environmental Protection Bureau (2010) Beijing environmental quality bulletin (2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009). 2010-06-07 Available from: http://www.bjepb.gov.cn/bjepb/323474/324034/324735/index.html
Chan C-Y, Xu X-D, Li Y-S et al (2005) Characteristics of vertical profiles and sources of PM2.5, PM10 and carbonaceous aerosols in Beijing. Atmos Environ 39:5113–5124
Chen G-T (2001) History of strong dust storms in Beijing and ecological environmental change in nearby regions. J Desert Res 21(4):402–407 (In Chinese)
Chen G-T, He D-L, Song J-X (1989) An approach to the dustfall constituents and their origin. J Desert Res 9(3):25–29 (In Chinese)
Chen X-Q, Tan W-K, Liu D-P (2003) Spatial and temporal distribution of bare land in the plain areas of Beijing. Res Soil and Water Cons 10(3):18–25 (In Chinese)
China Meteorological Administration (2010) Chinese meteorological data sharing service system. 2010-12-31 Available from: http://cdc.cma.gov.cn/dataSetDetailed.do
Chow J-C, Watson J-G, Ashbaugh L-L (2003) Similarities and differences in PM10 chemical source profiles for geological dust from the San Joaquin Valley, California. Atmos Environ 37(9-10):1317–1340
Chow J-C, Watson J-G, Hampden K (2004) Source profiles for industrial, mobile, and area sources in the big bend regional aerosol visibility and observational study. Chemosphere 54(2):185–208
Dong X-L, Liu D-M, Yuan Y-S (2007) Pollution characteristics and influencing factors of atmospheric particulates in Beijing during the summer of 2005. Chinese J Environ Eng 1(9):100–104 (In Chinese)
Fan S-B, Tian G, Li G (2009) Road fugitive dust emission characteristics in Beijing during Olympics game 2008 in Beijing. China Atmos Environ 43:6003–6010
Gao Q-X, Su F-Q, Ren Z-H (2002a) The dust weather of Beijing and its impact. China Environ Sci 22(5):468–471 (In Chinese)
Gao Q-X, Su F-Q, Ren Z-H, et al. (2002) The dust storm of Beijing and its impact on air quality. Report of China scientific association meeting on reducing natural disasters (In Chinese)
Guo L-L (2008) Physical and chemical properties and source apportionment of atmospheric dustfall and road dust. PhD Thesis in Beijing Normal University (in Chinese)
Guo J-H, Kenneth A-R, Zhuang G-S (2004) A mechanism for the increase of pollution elements in dust storms in Beijing. Atmos Environ 38:855–862
Guo J, Xu Q, Jing W-H (2006) The changing law and trend of dustfall in Beijing during the recent years. Environ Monitor China 22(4):49–52, In Chinese
Han L-H, Zhuang G-S, Cheng S-Y (2007) Characteristics of re-suspended road dust and its impact on the atmospheric environment in Beijing. Atmos Environ 41:7485–7499
Hopke P-K, Gladney E-S, Gordon G-E (1976) The use of multivariate analysis to identify sources of selected elements in the Boston urban aerosol. Atmos Environ 10:1015–1025
Li L-J, Gao Q-X (2001) Source analysis of Beijing sand-dust in 2000. Res Environ Sci 14(2):1–3, In Chinese
Loska K, Cebula J, Pelczar J (1997) Use of enrichment and contamination factors together with geoaccumulation indexes to evaluate the content of Cd, Cu and Ni in the Rybnik water reservoir in Poland. Water, Air, Soil Pollution 93(4):347–365
Manoli E, Voutsa D, Samara C (2002) Chemical characterization and source identification appointment of fine and coarse air particles in Thessaloniki. Greece Atmos Environ 36:949–961
Reimann C, Caritat P (2000) Intrinsic flaws of element enrichment factors (EFs) in environment algeo chemistry. Environ Sci Technol 34:5084–5091
Song Y, Zhang M, Cai X (2006a) PM10 modeling of Beijing in the winter. Atmos Environ 40:4126–4136
Song Y, Zhang Y, Xie S-D (2006b) Source apportionment of PM2.5 in Beijing by positive matrix factorization. Atmos Environ 40:1526–1537
State Environmental Protection Administration (2000) Background information for revision of law of the People’s Republic of China on the prevention and control of atmospheric pollution (in Chinese). China Environmental Science Press, Beijing
State Environmental Protection Administration (2004) Report on the state of the environment in China (in Chinese). Available from: <www.sepa.gov.cn/eic/649368307484327936/20050602/8209.shtml>
Sun L-L, Long T, Long Y-F (2008) Source apportionment of atmospheric particulate with an area in Wuhan City by using CMB receptor model and factor analysis. J Saf Env 8(6):94–100, In Chinese
Tian S-L, Xia D-S, Yu Y (2011) Magnetic property of dustfall in a Northwest China valley city and its environmental implications. Environ Sci 32:2761–2768
Watson J-G, Chow J-C (2000) Reconciling urban fugitive dust emissions inventory and ambient source contribution estimates: summary of current knowledge and needed.reno: Desert Research Institute of University and Community College System of Nevada, 10-12
Yang D-Z, Yan P, Xu X-D (2002) Aerosol characteristics of Beijing sandstorm. J Appl Meteorol 13:185–194, In Chinese
Yatkin S, Bayram A (2008) Determination of major natural and anthropogenic source profiles for particulate matter and trace elements in Izmir, Turkey. Chemosphere 71(4):685–696
Ye D-Z, Chou J-F, Liu J-Y (2000) Causes of sand- stormy weather in northern China and control measures. Acta Geograph Sin 55(5):513–521, In Chinese
Zhang R-J, Wang M-X, Pu Y-F (2000) Analysis on the chemical and physical properties of “2000.4.6” super dust storm in Beijing. Climatic Environ Res 5:259–266, In Chinese
Zhao P-S, Feng Y-C, Zhu T (2006) Characterizations of resuspended dust in six cities of North China. Atmos Environ 40:5807–5814
Zhuang G-S, Guo J-H, Yuan H-Y (2001) The compositions, sources, and size distribution of the dust storm from China in spring 2000 and its impact on the global environment. Chinese Sci Bull 46:895–901, In Chinese
Acknowledgments
This work was financially supported by the National Natural Science Foundation of China (Grants No. 41330746 and No. 41101251) and Supported by CERS-China Equipment and Education Resources System (Grant CERS-1-109). The authors greatly appreciate the assistance of Analytical and Testing Center in Beijing Normal University for sample element analyzing, English Editing Elsevier Webshop for language editing, Dr. Ruxing Wang, and Dr. Jifeng Li at Beijing Normal University for help in drawing figures.
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Wang, R., Zou, X., Cheng, H. et al. Spatial distribution and source apportionment of atmospheric dust fall at Beijing during spring of 2008–2009. Environ Sci Pollut Res 22, 3547–3557 (2015). https://doi.org/10.1007/s11356-014-3583-3
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DOI: https://doi.org/10.1007/s11356-014-3583-3