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Assessment of heavy metal characteristics and health risks associated with PM2.5 in Xi’an, the largest city in northwestern China
Fine particulate matters (PM 2.5 ) samples were collected in Xi’an, northwestern China, from May 2015 to April 2016. The concentrations, seasonal variations, potential sources, and health risks for personal exposure for ten metallic elements (i.e., Ba, Zn, Cu, As, Ni, Pb, Mn, Cr, Cd, and Hg) bounded...
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Published in: | Air quality, atmosphere and health atmosphere and health, 2018-11, Vol.11 (9), p.1037-1047 |
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description | Fine particulate matters (PM
2.5
) samples were collected in Xi’an, northwestern China, from May 2015 to April 2016. The concentrations, seasonal variations, potential sources, and health risks for personal exposure for ten metallic elements (i.e., Ba, Zn, Cu, As, Ni, Pb, Mn, Cr, Cd, and Hg) bounded to PM
2.5
were determined and assessed in this study. The results showed that the average PM
2.5
mass concentration in Xi’an was 62.1 ± 35.0 μg m
−3
during the sampling period. The annual concentration of the total quantified elements was 2459.5 ± 1789.8 ng m
−3
, with relatively higher values in winter (3334.9 ± 1690.9 ng m
−3
) and spring (2809.4 ± 2465.4 ng m
−3
), in comparison of those in summer (1857.6 ± 1162.7 ng m
−3
) and autumn (1252.5 ± 842.4 ng m
−3
). Two elements of Ba (678.0 ± 684.9 ng m
−3
) and Zn (1264.8 ± 725.3 ng m
−3
) had greater fluctuations in concentrations and were accounted for more than 80% of the concentration of total quantified elements for each season. The concentrations of As in Xi’an exceeded the national standard in China. The enrichment factors (EFs) of most target heavy metals were high, exceeding 100 for Zn, As, Pb, Cd, and Hg, attributed to strong influences from human activities. Moreover, the largest enrichment of heavy metals in PM
2.5
occurred in Xi’an in winter. Principle component analysis (PCA) was applied for source apportionment. Coal and other fuel combustion, vehicle exhaust, and industrial activities were the three major pollution sources which contributed 43.6, 29.9, and 15.3%, respectively, of the total variance of PM
2.5
. The health risk assessment showed that the non-cancer risks of As, Pb, and Cr for children were greater than 1, as well as of As for adults. The cancer risks of As and Cr were higher than 1 × 10
−6
, indicating that the two elements had high potentials for both non-cancer and cancer risks. Our finding suggests that the PM
2.5
and related heavy metal pollutions in Xi’an were serious and posed high potential health risks. Effective controls and measures should be established in the studied area. |
doi_str_mv | 10.1007/s11869-018-0598-9 |
format | article |
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2.5
) samples were collected in Xi’an, northwestern China, from May 2015 to April 2016. The concentrations, seasonal variations, potential sources, and health risks for personal exposure for ten metallic elements (i.e., Ba, Zn, Cu, As, Ni, Pb, Mn, Cr, Cd, and Hg) bounded to PM
2.5
were determined and assessed in this study. The results showed that the average PM
2.5
mass concentration in Xi’an was 62.1 ± 35.0 μg m
−3
during the sampling period. The annual concentration of the total quantified elements was 2459.5 ± 1789.8 ng m
−3
, with relatively higher values in winter (3334.9 ± 1690.9 ng m
−3
) and spring (2809.4 ± 2465.4 ng m
−3
), in comparison of those in summer (1857.6 ± 1162.7 ng m
−3
) and autumn (1252.5 ± 842.4 ng m
−3
). Two elements of Ba (678.0 ± 684.9 ng m
−3
) and Zn (1264.8 ± 725.3 ng m
−3
) had greater fluctuations in concentrations and were accounted for more than 80% of the concentration of total quantified elements for each season. The concentrations of As in Xi’an exceeded the national standard in China. The enrichment factors (EFs) of most target heavy metals were high, exceeding 100 for Zn, As, Pb, Cd, and Hg, attributed to strong influences from human activities. Moreover, the largest enrichment of heavy metals in PM
2.5
occurred in Xi’an in winter. Principle component analysis (PCA) was applied for source apportionment. Coal and other fuel combustion, vehicle exhaust, and industrial activities were the three major pollution sources which contributed 43.6, 29.9, and 15.3%, respectively, of the total variance of PM
2.5
. The health risk assessment showed that the non-cancer risks of As, Pb, and Cr for children were greater than 1, as well as of As for adults. The cancer risks of As and Cr were higher than 1 × 10
−6
, indicating that the two elements had high potentials for both non-cancer and cancer risks. Our finding suggests that the PM
2.5
and related heavy metal pollutions in Xi’an were serious and posed high potential health risks. Effective controls and measures should be established in the studied area.</description><identifier>ISSN: 1873-9318</identifier><identifier>EISSN: 1873-9326</identifier><identifier>DOI: 10.1007/s11869-018-0598-9</identifier><language>eng</language><publisher>Dordrecht: Springer Netherlands</publisher><subject>Adults ; Atmospheric Protection/Air Quality Control/Air Pollution ; Cadmium ; Cancer ; Children ; Chromium ; Copper ; Earth and Environmental Science ; Environment ; Environmental Health ; Fuel combustion ; Health Promotion and Disease Prevention ; Health risk assessment ; Health risks ; Heavy metals ; Industrial areas ; Industrial pollution ; Lead ; Manganese ; Mercury ; Metal concentrations ; Nickel ; Particulate matter ; Pollution sources ; Principal components analysis ; Risk assessment ; Risk factors ; Seasonal variations ; Vehicle emissions ; Winter ; Zinc</subject><ispartof>Air quality, atmosphere and health, 2018-11, Vol.11 (9), p.1037-1047</ispartof><rights>Springer Nature B.V. 2018</rights><rights>Air Quality, Atmosphere & Health is a copyright of Springer, (2018). All Rights Reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c374t-25528271ba8781be3d841d8383ebe6a8340d95714ee1666e5d15811a7fd13a4b3</citedby><cites>FETCH-LOGICAL-c374t-25528271ba8781be3d841d8383ebe6a8340d95714ee1666e5d15811a7fd13a4b3</cites><orcidid>0000-0002-4217-5066</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2065174298/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$H</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2065174298?pq-origsite=primo$$EHTML$$P50$$Gproquest$$H</linktohtml><link.rule.ids>314,780,784,11688,27924,27925,36060,44363,74895</link.rule.ids></links><search><creatorcontrib>Liu, Pingping</creatorcontrib><creatorcontrib>Ren, Huarui</creatorcontrib><creatorcontrib>Xu, Hongmei</creatorcontrib><creatorcontrib>Lei, Yali</creatorcontrib><creatorcontrib>Shen, Zhenxing</creatorcontrib><title>Assessment of heavy metal characteristics and health risks associated with PM2.5 in Xi’an, the largest city in northwestern China</title><title>Air quality, atmosphere and health</title><addtitle>Air Qual Atmos Health</addtitle><description>Fine particulate matters (PM
2.5
) samples were collected in Xi’an, northwestern China, from May 2015 to April 2016. The concentrations, seasonal variations, potential sources, and health risks for personal exposure for ten metallic elements (i.e., Ba, Zn, Cu, As, Ni, Pb, Mn, Cr, Cd, and Hg) bounded to PM
2.5
were determined and assessed in this study. The results showed that the average PM
2.5
mass concentration in Xi’an was 62.1 ± 35.0 μg m
−3
during the sampling period. The annual concentration of the total quantified elements was 2459.5 ± 1789.8 ng m
−3
, with relatively higher values in winter (3334.9 ± 1690.9 ng m
−3
) and spring (2809.4 ± 2465.4 ng m
−3
), in comparison of those in summer (1857.6 ± 1162.7 ng m
−3
) and autumn (1252.5 ± 842.4 ng m
−3
). Two elements of Ba (678.0 ± 684.9 ng m
−3
) and Zn (1264.8 ± 725.3 ng m
−3
) had greater fluctuations in concentrations and were accounted for more than 80% of the concentration of total quantified elements for each season. The concentrations of As in Xi’an exceeded the national standard in China. The enrichment factors (EFs) of most target heavy metals were high, exceeding 100 for Zn, As, Pb, Cd, and Hg, attributed to strong influences from human activities. Moreover, the largest enrichment of heavy metals in PM
2.5
occurred in Xi’an in winter. Principle component analysis (PCA) was applied for source apportionment. Coal and other fuel combustion, vehicle exhaust, and industrial activities were the three major pollution sources which contributed 43.6, 29.9, and 15.3%, respectively, of the total variance of PM
2.5
. The health risk assessment showed that the non-cancer risks of As, Pb, and Cr for children were greater than 1, as well as of As for adults. The cancer risks of As and Cr were higher than 1 × 10
−6
, indicating that the two elements had high potentials for both non-cancer and cancer risks. Our finding suggests that the PM
2.5
and related heavy metal pollutions in Xi’an were serious and posed high potential health risks. Effective controls and measures should be established in the studied area.</description><subject>Adults</subject><subject>Atmospheric Protection/Air Quality Control/Air Pollution</subject><subject>Cadmium</subject><subject>Cancer</subject><subject>Children</subject><subject>Chromium</subject><subject>Copper</subject><subject>Earth and Environmental Science</subject><subject>Environment</subject><subject>Environmental Health</subject><subject>Fuel combustion</subject><subject>Health Promotion and Disease Prevention</subject><subject>Health risk assessment</subject><subject>Health risks</subject><subject>Heavy metals</subject><subject>Industrial areas</subject><subject>Industrial pollution</subject><subject>Lead</subject><subject>Manganese</subject><subject>Mercury</subject><subject>Metal concentrations</subject><subject>Nickel</subject><subject>Particulate matter</subject><subject>Pollution sources</subject><subject>Principal components analysis</subject><subject>Risk assessment</subject><subject>Risk factors</subject><subject>Seasonal variations</subject><subject>Vehicle emissions</subject><subject>Winter</subject><subject>Zinc</subject><issn>1873-9318</issn><issn>1873-9326</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><sourceid>M0C</sourceid><recordid>eNp1UEtOwzAQjRBIlMIB2FliS4onThxnWVX8pCJYgMTOcpJJ49I6xXapukPiFFyPk-CoCFasZvR-M3pRdAp0BJTmFw5A8CKmIGKaFSIu9qIBiJzFBUv4_u8O4jA6cm5OKacp5YPoY-wcOrdE40nXkBbV25Ys0asFqVplVeXRaud15Ygydc8vfEsC9BIA57pKK4812eiAPtwlo4xoQ5711_unMufEt0gWys7QeVJpv-1J01nfbgKC1pBJq406jg4atXB48jOH0dPV5ePkJp7eX99OxtO4Ynnq4yTLEpHkUCqRCyiR1SKFWjDBsESuBEtpXWQ5pIjAOceshkwAqLypgam0ZMPobJe7st3rOnwg593amnBSJpRnkKdJIYIKdqrKds5ZbOTK6qWyWwlU9l3LXdcydC37rmURPMnO44LWzND-Jf9v-gZ8EIMP</recordid><startdate>20181101</startdate><enddate>20181101</enddate><creator>Liu, Pingping</creator><creator>Ren, Huarui</creator><creator>Xu, Hongmei</creator><creator>Lei, 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of heavy metal characteristics and health risks associated with PM2.5 in Xi’an, the largest city in northwestern China</title><author>Liu, Pingping ; Ren, Huarui ; Xu, Hongmei ; Lei, Yali ; Shen, Zhenxing</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c374t-25528271ba8781be3d841d8383ebe6a8340d95714ee1666e5d15811a7fd13a4b3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Adults</topic><topic>Atmospheric Protection/Air Quality Control/Air Pollution</topic><topic>Cadmium</topic><topic>Cancer</topic><topic>Children</topic><topic>Chromium</topic><topic>Copper</topic><topic>Earth and Environmental Science</topic><topic>Environment</topic><topic>Environmental Health</topic><topic>Fuel combustion</topic><topic>Health Promotion and Disease Prevention</topic><topic>Health risk assessment</topic><topic>Health risks</topic><topic>Heavy metals</topic><topic>Industrial areas</topic><topic>Industrial pollution</topic><topic>Lead</topic><topic>Manganese</topic><topic>Mercury</topic><topic>Metal concentrations</topic><topic>Nickel</topic><topic>Particulate matter</topic><topic>Pollution sources</topic><topic>Principal components analysis</topic><topic>Risk assessment</topic><topic>Risk factors</topic><topic>Seasonal variations</topic><topic>Vehicle emissions</topic><topic>Winter</topic><topic>Zinc</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Liu, Pingping</creatorcontrib><creatorcontrib>Ren, Huarui</creatorcontrib><creatorcontrib>Xu, Hongmei</creatorcontrib><creatorcontrib>Lei, Yali</creatorcontrib><creatorcontrib>Shen, Zhenxing</creatorcontrib><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Health and Safety Science Abstracts (Full archive)</collection><collection>Meteorological & Geoastrophysical Abstracts</collection><collection>Pollution 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Zhenxing</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Assessment of heavy metal characteristics and health risks associated with PM2.5 in Xi’an, the largest city in northwestern China</atitle><jtitle>Air quality, atmosphere and health</jtitle><stitle>Air Qual Atmos Health</stitle><date>2018-11-01</date><risdate>2018</risdate><volume>11</volume><issue>9</issue><spage>1037</spage><epage>1047</epage><pages>1037-1047</pages><issn>1873-9318</issn><eissn>1873-9326</eissn><abstract>Fine particulate matters (PM
2.5
) samples were collected in Xi’an, northwestern China, from May 2015 to April 2016. The concentrations, seasonal variations, potential sources, and health risks for personal exposure for ten metallic elements (i.e., Ba, Zn, Cu, As, Ni, Pb, Mn, Cr, Cd, and Hg) bounded to PM
2.5
were determined and assessed in this study. The results showed that the average PM
2.5
mass concentration in Xi’an was 62.1 ± 35.0 μg m
−3
during the sampling period. The annual concentration of the total quantified elements was 2459.5 ± 1789.8 ng m
−3
, with relatively higher values in winter (3334.9 ± 1690.9 ng m
−3
) and spring (2809.4 ± 2465.4 ng m
−3
), in comparison of those in summer (1857.6 ± 1162.7 ng m
−3
) and autumn (1252.5 ± 842.4 ng m
−3
). Two elements of Ba (678.0 ± 684.9 ng m
−3
) and Zn (1264.8 ± 725.3 ng m
−3
) had greater fluctuations in concentrations and were accounted for more than 80% of the concentration of total quantified elements for each season. The concentrations of As in Xi’an exceeded the national standard in China. The enrichment factors (EFs) of most target heavy metals were high, exceeding 100 for Zn, As, Pb, Cd, and Hg, attributed to strong influences from human activities. Moreover, the largest enrichment of heavy metals in PM
2.5
occurred in Xi’an in winter. Principle component analysis (PCA) was applied for source apportionment. Coal and other fuel combustion, vehicle exhaust, and industrial activities were the three major pollution sources which contributed 43.6, 29.9, and 15.3%, respectively, of the total variance of PM
2.5
. The health risk assessment showed that the non-cancer risks of As, Pb, and Cr for children were greater than 1, as well as of As for adults. The cancer risks of As and Cr were higher than 1 × 10
−6
, indicating that the two elements had high potentials for both non-cancer and cancer risks. Our finding suggests that the PM
2.5
and related heavy metal pollutions in Xi’an were serious and posed high potential health risks. Effective controls and measures should be established in the studied area.</abstract><cop>Dordrecht</cop><pub>Springer Netherlands</pub><doi>10.1007/s11869-018-0598-9</doi><tpages>11</tpages><orcidid>https://orcid.org/0000-0002-4217-5066</orcidid></addata></record> |
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subjects | Adults Atmospheric Protection/Air Quality Control/Air Pollution Cadmium Cancer Children Chromium Copper Earth and Environmental Science Environment Environmental Health Fuel combustion Health Promotion and Disease Prevention Health risk assessment Health risks Heavy metals Industrial areas Industrial pollution Lead Manganese Mercury Metal concentrations Nickel Particulate matter Pollution sources Principal components analysis Risk assessment Risk factors Seasonal variations Vehicle emissions Winter Zinc |
title | Assessment of heavy metal characteristics and health risks associated with PM2.5 in Xi’an, the largest city in northwestern China |
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