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Multivariate analysis of trace element concentrations in atmospheric deposition in the Yangtze River Delta, East China
The Yangtze River Delta (YRD), one of the fastest developing regions in China, was investigated for its trace element concentrations. Forty-three samples of atmospheric deposition were analyzed for their concentrations of thirteen elements, As, Cd, Cr, Cu, Fe, Hg, Mn, Mo, Ni, Pb, Se, S and Zn. The r...
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Published in: | Atmospheric environment (1994) 2009-11, Vol.43 (36), p.5781-5790 |
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creator | Huang, Shunsheng Tu, Jun Liu, Hongying Hua, Ming Liao, Qilin Feng, Jinshun Weng, Zhihua Huang, Guangming |
description | The Yangtze River Delta (YRD), one of the fastest developing regions in China, was investigated for its trace element concentrations. Forty-three samples of atmospheric deposition were analyzed for their concentrations of thirteen elements, As, Cd, Cr, Cu, Fe, Hg, Mn, Mo, Ni, Pb, Se, S and Zn. The results show that, in comparison with Chinese soil, the atmospheric deposition in the YRD generally has elevated trace element concentrations, except for Fe and Mn. The current atmospheric deposition of Cd, Cr, Cu, Pb and Zn in the YRD is significantly higher than the results from previous studies in other regions around the world. Four main sources of the trace elements were identified using statistical techniques including descriptive, correlation, and multivariate analyses, such as principal component analysis (PCA) and cluster analysis (CA). The four sources and associated cluster elements are: (1) road traffic emissions contributing As, Hg, Cu, Cd, Mo, S and Zn; (2) pyrometallurgical processes associated with Cr and Ni; (3) resuspension of soil particles contributing Fe and Mn; (4) coal combustion associated with Pb and Se. The four major sources were further verified by enrichment factor (EF) calculation and spatial analysis. Spatial distributions of four factor scores and EFs of elements show that high scores and EFs of trace metals (As, Hg, Cu, Cd, Mo, S and Zn) are mostly concentrated in the sites with high traffic conditions, and high scores of Fe and Mn are found at rural sites associated with high impact of soil particles resuspension, while Cr and Ni are higher in the area with long history of alloy machining. |
doi_str_mv | 10.1016/j.atmosenv.2009.07.055 |
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Forty-three samples of atmospheric deposition were analyzed for their concentrations of thirteen elements, As, Cd, Cr, Cu, Fe, Hg, Mn, Mo, Ni, Pb, Se, S and Zn. The results show that, in comparison with Chinese soil, the atmospheric deposition in the YRD generally has elevated trace element concentrations, except for Fe and Mn. The current atmospheric deposition of Cd, Cr, Cu, Pb and Zn in the YRD is significantly higher than the results from previous studies in other regions around the world. Four main sources of the trace elements were identified using statistical techniques including descriptive, correlation, and multivariate analyses, such as principal component analysis (PCA) and cluster analysis (CA). The four sources and associated cluster elements are: (1) road traffic emissions contributing As, Hg, Cu, Cd, Mo, S and Zn; (2) pyrometallurgical processes associated with Cr and Ni; (3) resuspension of soil particles contributing Fe and Mn; (4) coal combustion associated with Pb and Se. The four major sources were further verified by enrichment factor (EF) calculation and spatial analysis. Spatial distributions of four factor scores and EFs of elements show that high scores and EFs of trace metals (As, Hg, Cu, Cd, Mo, S and Zn) are mostly concentrated in the sites with high traffic conditions, and high scores of Fe and Mn are found at rural sites associated with high impact of soil particles resuspension, while Cr and Ni are higher in the area with long history of alloy machining.</description><identifier>ISSN: 1352-2310</identifier><identifier>EISSN: 1873-2844</identifier><identifier>DOI: 10.1016/j.atmosenv.2009.07.055</identifier><language>eng</language><publisher>Kidlington: Elsevier Ltd</publisher><subject>Applied sciences ; Atmospheric pollution ; Atmospherics ; Brackish ; Cadmium ; Chromium ; Copper ; Earth, ocean, space ; Enrichment factor ; Exact sciences and technology ; External geophysics ; Freshwater ; Iron ; Manganese ; Meteorology ; Pollution ; Principal component analysis ; Trace elements ; Yangtze River Delta ; Zinc</subject><ispartof>Atmospheric environment (1994), 2009-11, Vol.43 (36), p.5781-5790</ispartof><rights>2009 Elsevier Ltd</rights><rights>2015 INIST-CNRS</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c404t-76f22e2ab2e30e748092b05f88ca2e2972d4594a6ccc3dd7733e5ded8f7a7693</citedby><cites>FETCH-LOGICAL-c404t-76f22e2ab2e30e748092b05f88ca2e2972d4594a6ccc3dd7733e5ded8f7a7693</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27901,27902</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=22102761$$DView record in Pascal Francis$$Hfree_for_read</backlink></links><search><creatorcontrib>Huang, Shunsheng</creatorcontrib><creatorcontrib>Tu, Jun</creatorcontrib><creatorcontrib>Liu, Hongying</creatorcontrib><creatorcontrib>Hua, Ming</creatorcontrib><creatorcontrib>Liao, Qilin</creatorcontrib><creatorcontrib>Feng, Jinshun</creatorcontrib><creatorcontrib>Weng, Zhihua</creatorcontrib><creatorcontrib>Huang, Guangming</creatorcontrib><title>Multivariate analysis of trace element concentrations in atmospheric deposition in the Yangtze River Delta, East China</title><title>Atmospheric environment (1994)</title><description>The Yangtze River Delta (YRD), one of the fastest developing regions in China, was investigated for its trace element concentrations. Forty-three samples of atmospheric deposition were analyzed for their concentrations of thirteen elements, As, Cd, Cr, Cu, Fe, Hg, Mn, Mo, Ni, Pb, Se, S and Zn. The results show that, in comparison with Chinese soil, the atmospheric deposition in the YRD generally has elevated trace element concentrations, except for Fe and Mn. The current atmospheric deposition of Cd, Cr, Cu, Pb and Zn in the YRD is significantly higher than the results from previous studies in other regions around the world. Four main sources of the trace elements were identified using statistical techniques including descriptive, correlation, and multivariate analyses, such as principal component analysis (PCA) and cluster analysis (CA). The four sources and associated cluster elements are: (1) road traffic emissions contributing As, Hg, Cu, Cd, Mo, S and Zn; (2) pyrometallurgical processes associated with Cr and Ni; (3) resuspension of soil particles contributing Fe and Mn; (4) coal combustion associated with Pb and Se. The four major sources were further verified by enrichment factor (EF) calculation and spatial analysis. Spatial distributions of four factor scores and EFs of elements show that high scores and EFs of trace metals (As, Hg, Cu, Cd, Mo, S and Zn) are mostly concentrated in the sites with high traffic conditions, and high scores of Fe and Mn are found at rural sites associated with high impact of soil particles resuspension, while Cr and Ni are higher in the area with long history of alloy machining.</description><subject>Applied sciences</subject><subject>Atmospheric pollution</subject><subject>Atmospherics</subject><subject>Brackish</subject><subject>Cadmium</subject><subject>Chromium</subject><subject>Copper</subject><subject>Earth, ocean, space</subject><subject>Enrichment factor</subject><subject>Exact sciences and technology</subject><subject>External geophysics</subject><subject>Freshwater</subject><subject>Iron</subject><subject>Manganese</subject><subject>Meteorology</subject><subject>Pollution</subject><subject>Principal component analysis</subject><subject>Trace elements</subject><subject>Yangtze River Delta</subject><subject>Zinc</subject><issn>1352-2310</issn><issn>1873-2844</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2009</creationdate><recordtype>article</recordtype><recordid>eNqFkUFv1DAQhSMEEqXwF5AvcCLpxHbi-AbaLm2lIiTUCydr6kxYr7L2Ynsjtb8eL1u49jSjmW_mSe9V1fsWmhba_mLbYN6FRH5pOIBuQDXQdS-qs3ZQouaDlC9LLzpec9HC6-pNSlsAEEqrs2r5dpizWzA6zMTQ4_yQXGJhYjmiJUYz7chnZoO3pUbMLvjEnGd_Rfcbis6ykfYhuePquMkbYj_R_8qPxH64hSK7pDnjJ7bGlNlq4zy-rV5NOCd691TPq7uv67vVdX37_epm9eW2thJkrlU_cU4c7zkJICUH0PweumkYLJa5VnyUnZbYW2vFOColBHUjjcOkUPVanFcfT2_3Mfw-UMpm55KleUZP4ZCMkFpLpfmzIG9BgeCqgP0JtDGkFGky--h2GB9MC-YYh9maf3GYYxwGlClxlMMPTwqYLM5TRG9d-n_NiwJXfVu4zyeOii2Lo2iSdVTMH10km80Y3HNSfwCeLKZg</recordid><startdate>20091101</startdate><enddate>20091101</enddate><creator>Huang, Shunsheng</creator><creator>Tu, Jun</creator><creator>Liu, Hongying</creator><creator>Hua, Ming</creator><creator>Liao, Qilin</creator><creator>Feng, Jinshun</creator><creator>Weng, Zhihua</creator><creator>Huang, Guangming</creator><general>Elsevier Ltd</general><general>Elsevier</general><scope>IQODW</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7ST</scope><scope>7TG</scope><scope>7TV</scope><scope>C1K</scope><scope>F1W</scope><scope>H96</scope><scope>KL.</scope><scope>L.G</scope><scope>SOI</scope><scope>7SU</scope><scope>8FD</scope><scope>FR3</scope><scope>H8D</scope><scope>KR7</scope><scope>L7M</scope></search><sort><creationdate>20091101</creationdate><title>Multivariate analysis of trace element concentrations in atmospheric deposition in the Yangtze River Delta, East China</title><author>Huang, Shunsheng ; Tu, Jun ; Liu, Hongying ; Hua, Ming ; Liao, Qilin ; Feng, Jinshun ; Weng, Zhihua ; Huang, Guangming</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c404t-76f22e2ab2e30e748092b05f88ca2e2972d4594a6ccc3dd7733e5ded8f7a7693</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2009</creationdate><topic>Applied sciences</topic><topic>Atmospheric pollution</topic><topic>Atmospherics</topic><topic>Brackish</topic><topic>Cadmium</topic><topic>Chromium</topic><topic>Copper</topic><topic>Earth, ocean, space</topic><topic>Enrichment factor</topic><topic>Exact sciences and technology</topic><topic>External geophysics</topic><topic>Freshwater</topic><topic>Iron</topic><topic>Manganese</topic><topic>Meteorology</topic><topic>Pollution</topic><topic>Principal component analysis</topic><topic>Trace elements</topic><topic>Yangtze River Delta</topic><topic>Zinc</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Huang, Shunsheng</creatorcontrib><creatorcontrib>Tu, Jun</creatorcontrib><creatorcontrib>Liu, Hongying</creatorcontrib><creatorcontrib>Hua, Ming</creatorcontrib><creatorcontrib>Liao, Qilin</creatorcontrib><creatorcontrib>Feng, Jinshun</creatorcontrib><creatorcontrib>Weng, Zhihua</creatorcontrib><creatorcontrib>Huang, Guangming</creatorcontrib><collection>Pascal-Francis</collection><collection>CrossRef</collection><collection>Environment Abstracts</collection><collection>Meteorological & Geoastrophysical Abstracts</collection><collection>Pollution Abstracts</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources</collection><collection>Meteorological & Geoastrophysical Abstracts - Academic</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</collection><collection>Environment Abstracts</collection><collection>Environmental Engineering Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>Aerospace Database</collection><collection>Civil Engineering Abstracts</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>Atmospheric environment (1994)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Huang, Shunsheng</au><au>Tu, Jun</au><au>Liu, Hongying</au><au>Hua, Ming</au><au>Liao, Qilin</au><au>Feng, Jinshun</au><au>Weng, Zhihua</au><au>Huang, Guangming</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Multivariate analysis of trace element concentrations in atmospheric deposition in the Yangtze River Delta, East China</atitle><jtitle>Atmospheric environment (1994)</jtitle><date>2009-11-01</date><risdate>2009</risdate><volume>43</volume><issue>36</issue><spage>5781</spage><epage>5790</epage><pages>5781-5790</pages><issn>1352-2310</issn><eissn>1873-2844</eissn><abstract>The Yangtze River Delta (YRD), one of the fastest developing regions in China, was investigated for its trace element concentrations. Forty-three samples of atmospheric deposition were analyzed for their concentrations of thirteen elements, As, Cd, Cr, Cu, Fe, Hg, Mn, Mo, Ni, Pb, Se, S and Zn. The results show that, in comparison with Chinese soil, the atmospheric deposition in the YRD generally has elevated trace element concentrations, except for Fe and Mn. The current atmospheric deposition of Cd, Cr, Cu, Pb and Zn in the YRD is significantly higher than the results from previous studies in other regions around the world. Four main sources of the trace elements were identified using statistical techniques including descriptive, correlation, and multivariate analyses, such as principal component analysis (PCA) and cluster analysis (CA). The four sources and associated cluster elements are: (1) road traffic emissions contributing As, Hg, Cu, Cd, Mo, S and Zn; (2) pyrometallurgical processes associated with Cr and Ni; (3) resuspension of soil particles contributing Fe and Mn; (4) coal combustion associated with Pb and Se. The four major sources were further verified by enrichment factor (EF) calculation and spatial analysis. Spatial distributions of four factor scores and EFs of elements show that high scores and EFs of trace metals (As, Hg, Cu, Cd, Mo, S and Zn) are mostly concentrated in the sites with high traffic conditions, and high scores of Fe and Mn are found at rural sites associated with high impact of soil particles resuspension, while Cr and Ni are higher in the area with long history of alloy machining.</abstract><cop>Kidlington</cop><pub>Elsevier Ltd</pub><doi>10.1016/j.atmosenv.2009.07.055</doi><tpages>10</tpages></addata></record> |
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subjects | Applied sciences Atmospheric pollution Atmospherics Brackish Cadmium Chromium Copper Earth, ocean, space Enrichment factor Exact sciences and technology External geophysics Freshwater Iron Manganese Meteorology Pollution Principal component analysis Trace elements Yangtze River Delta Zinc |
title | Multivariate analysis of trace element concentrations in atmospheric deposition in the Yangtze River Delta, East China |
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