Loading…

Heavy metal pollution levels, source apportionment and risk assessment in dust storms in key cities in Northwest China

In this study, the potential hazards of heavy metals in dust storms were investigated by collecting dust storm samples, measuring their heavy metal concentrations, and using index evaluation, spatial analysis, positive matrix factorization (PMF) model and risk assessment model. Heavy metals in dust...

Full description

Saved in:
Bibliographic Details
Published in:Journal of hazardous materials 2022-01, Vol.422, p.126878-126878, Article 126878
Main Authors: Luo, Haiping, Wang, Qingzheng, Guan, Qingyu, Ma, Yunrui, Ni, Fei, Yang, Enqi, Zhang, Jun
Format: Article
Language:English
Subjects:
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by cdi_FETCH-LOGICAL-c365t-ceee820dc4c882062e6c5a429d4109f02a073b6ac8fc5faa8ee757fd9090ffe43
cites cdi_FETCH-LOGICAL-c365t-ceee820dc4c882062e6c5a429d4109f02a073b6ac8fc5faa8ee757fd9090ffe43
container_end_page 126878
container_issue
container_start_page 126878
container_title Journal of hazardous materials
container_volume 422
creator Luo, Haiping
Wang, Qingzheng
Guan, Qingyu
Ma, Yunrui
Ni, Fei
Yang, Enqi
Zhang, Jun
description In this study, the potential hazards of heavy metals in dust storms were investigated by collecting dust storm samples, measuring their heavy metal concentrations, and using index evaluation, spatial analysis, positive matrix factorization (PMF) model and risk assessment model. Heavy metals in dust storms were contaminated by anthropogenic sources leading to their concentrations being higher than the background values. The enrichment factors and geoaccumulation indices showed that the heavy metals came from both natural and anthropogenic sources, Cu, Ni, Zn and Pb are strongly influenced by anthropogenic sources. Heavy metals in dust storms were divided into four sources: Cu and Ni were attributed to industrial sources mainly from local mining and metal processing; Cr was mainly contributed by industrial sources related to industrial production such as coal combustion; Pb and Zn were mainly contributed by transportation sources; and Ti, V, Mn, Fe, and As were from natural and agricultural sources. The level of comprehensive ecological risk of heavy metals in dust storms were low, but there were moderate and above risks at individual sites. Both adults and children had the highest carcinogenic and non-carcinogenic risks from the ingestion route, and the risk for children was higher than that for adults. [Display omitted] •The PMF model subdivided the heavy metals in dust storms into four sources.•Heavy metals in dust storms are mainly from natural and agricultural sources.•Moderate and above ecological risk from Cu and Ni elements in dust storms.•Ingestion is a major route for both carcinogenic and non-carcinogenic risks.
doi_str_mv 10.1016/j.jhazmat.2021.126878
format article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_2563427859</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S030438942101846X</els_id><sourcerecordid>2563427859</sourcerecordid><originalsourceid>FETCH-LOGICAL-c365t-ceee820dc4c882062e6c5a429d4109f02a073b6ac8fc5faa8ee757fd9090ffe43</originalsourceid><addsrcrecordid>eNqFkMtu2zAQRYmgReKm_YQWXHYROXxK1CoIjDwKBOmmXRMMNYLpSKLKoRw4Xx85drvtihjyXN7BIeQrZ0vOeHm5WW7W7rV3eSmY4EsuSlOZE7LgppKFlLL8QBZMMlVIU6sz8glxwxjjlVan5EwqxY0RekG29-C2O9pDdh0dY9dNOcSBdrCFDi8oxil5oG4cY9o_9DBk6oaGpoDP1CEC4vtdGGgzYaaYY-pxPz7DjvqQA7xPj3N-_QIzsVqHwX0mH1vXIXw5nufk9-3Nr9V98fDz7sfq-qHwstS58ABgBGu88vO6rBRQeu2UqBvFWd0y4Vgln0rnTet165wBqHTVNjWrWduCkufk--HfMcU_01xv-4Aeus4NECe0QpdSicroekb1AfUpIiZo7ZhC79LOcmb3yu3GHpXbvXJ7UD7nvh0rpqcemn-pv45n4OoAzEZhGyBZ9AEGD01I4LNtYvhPxRts-Zfm</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2563427859</pqid></control><display><type>article</type><title>Heavy metal pollution levels, source apportionment and risk assessment in dust storms in key cities in Northwest China</title><source>Elsevier</source><creator>Luo, Haiping ; Wang, Qingzheng ; Guan, Qingyu ; Ma, Yunrui ; Ni, Fei ; Yang, Enqi ; Zhang, Jun</creator><creatorcontrib>Luo, Haiping ; Wang, Qingzheng ; Guan, Qingyu ; Ma, Yunrui ; Ni, Fei ; Yang, Enqi ; Zhang, Jun</creatorcontrib><description>In this study, the potential hazards of heavy metals in dust storms were investigated by collecting dust storm samples, measuring their heavy metal concentrations, and using index evaluation, spatial analysis, positive matrix factorization (PMF) model and risk assessment model. Heavy metals in dust storms were contaminated by anthropogenic sources leading to their concentrations being higher than the background values. The enrichment factors and geoaccumulation indices showed that the heavy metals came from both natural and anthropogenic sources, Cu, Ni, Zn and Pb are strongly influenced by anthropogenic sources. Heavy metals in dust storms were divided into four sources: Cu and Ni were attributed to industrial sources mainly from local mining and metal processing; Cr was mainly contributed by industrial sources related to industrial production such as coal combustion; Pb and Zn were mainly contributed by transportation sources; and Ti, V, Mn, Fe, and As were from natural and agricultural sources. The level of comprehensive ecological risk of heavy metals in dust storms were low, but there were moderate and above risks at individual sites. Both adults and children had the highest carcinogenic and non-carcinogenic risks from the ingestion route, and the risk for children was higher than that for adults. [Display omitted] •The PMF model subdivided the heavy metals in dust storms into four sources.•Heavy metals in dust storms are mainly from natural and agricultural sources.•Moderate and above ecological risk from Cu and Ni elements in dust storms.•Ingestion is a major route for both carcinogenic and non-carcinogenic risks.</description><identifier>ISSN: 0304-3894</identifier><identifier>EISSN: 1873-3336</identifier><identifier>DOI: 10.1016/j.jhazmat.2021.126878</identifier><identifier>PMID: 34418825</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>Adult ; Child ; China ; Cities ; Dust - analysis ; Dust storm ; Environmental Monitoring ; Heavy metals ; Humans ; Metals, Heavy - analysis ; Metals, Heavy - toxicity ; PMF model ; Pollution assessment ; Risk Assessment</subject><ispartof>Journal of hazardous materials, 2022-01, Vol.422, p.126878-126878, Article 126878</ispartof><rights>2021 Elsevier B.V.</rights><rights>Copyright © 2021 Elsevier B.V. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c365t-ceee820dc4c882062e6c5a429d4109f02a073b6ac8fc5faa8ee757fd9090ffe43</citedby><cites>FETCH-LOGICAL-c365t-ceee820dc4c882062e6c5a429d4109f02a073b6ac8fc5faa8ee757fd9090ffe43</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27903,27904</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34418825$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Luo, Haiping</creatorcontrib><creatorcontrib>Wang, Qingzheng</creatorcontrib><creatorcontrib>Guan, Qingyu</creatorcontrib><creatorcontrib>Ma, Yunrui</creatorcontrib><creatorcontrib>Ni, Fei</creatorcontrib><creatorcontrib>Yang, Enqi</creatorcontrib><creatorcontrib>Zhang, Jun</creatorcontrib><title>Heavy metal pollution levels, source apportionment and risk assessment in dust storms in key cities in Northwest China</title><title>Journal of hazardous materials</title><addtitle>J Hazard Mater</addtitle><description>In this study, the potential hazards of heavy metals in dust storms were investigated by collecting dust storm samples, measuring their heavy metal concentrations, and using index evaluation, spatial analysis, positive matrix factorization (PMF) model and risk assessment model. Heavy metals in dust storms were contaminated by anthropogenic sources leading to their concentrations being higher than the background values. The enrichment factors and geoaccumulation indices showed that the heavy metals came from both natural and anthropogenic sources, Cu, Ni, Zn and Pb are strongly influenced by anthropogenic sources. Heavy metals in dust storms were divided into four sources: Cu and Ni were attributed to industrial sources mainly from local mining and metal processing; Cr was mainly contributed by industrial sources related to industrial production such as coal combustion; Pb and Zn were mainly contributed by transportation sources; and Ti, V, Mn, Fe, and As were from natural and agricultural sources. The level of comprehensive ecological risk of heavy metals in dust storms were low, but there were moderate and above risks at individual sites. Both adults and children had the highest carcinogenic and non-carcinogenic risks from the ingestion route, and the risk for children was higher than that for adults. [Display omitted] •The PMF model subdivided the heavy metals in dust storms into four sources.•Heavy metals in dust storms are mainly from natural and agricultural sources.•Moderate and above ecological risk from Cu and Ni elements in dust storms.•Ingestion is a major route for both carcinogenic and non-carcinogenic risks.</description><subject>Adult</subject><subject>Child</subject><subject>China</subject><subject>Cities</subject><subject>Dust - analysis</subject><subject>Dust storm</subject><subject>Environmental Monitoring</subject><subject>Heavy metals</subject><subject>Humans</subject><subject>Metals, Heavy - analysis</subject><subject>Metals, Heavy - toxicity</subject><subject>PMF model</subject><subject>Pollution assessment</subject><subject>Risk Assessment</subject><issn>0304-3894</issn><issn>1873-3336</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNqFkMtu2zAQRYmgReKm_YQWXHYROXxK1CoIjDwKBOmmXRMMNYLpSKLKoRw4Xx85drvtihjyXN7BIeQrZ0vOeHm5WW7W7rV3eSmY4EsuSlOZE7LgppKFlLL8QBZMMlVIU6sz8glxwxjjlVan5EwqxY0RekG29-C2O9pDdh0dY9dNOcSBdrCFDi8oxil5oG4cY9o_9DBk6oaGpoDP1CEC4vtdGGgzYaaYY-pxPz7DjvqQA7xPj3N-_QIzsVqHwX0mH1vXIXw5nufk9-3Nr9V98fDz7sfq-qHwstS58ABgBGu88vO6rBRQeu2UqBvFWd0y4Vgln0rnTet165wBqHTVNjWrWduCkufk--HfMcU_01xv-4Aeus4NECe0QpdSicroekb1AfUpIiZo7ZhC79LOcmb3yu3GHpXbvXJ7UD7nvh0rpqcemn-pv45n4OoAzEZhGyBZ9AEGD01I4LNtYvhPxRts-Zfm</recordid><startdate>20220115</startdate><enddate>20220115</enddate><creator>Luo, Haiping</creator><creator>Wang, Qingzheng</creator><creator>Guan, Qingyu</creator><creator>Ma, Yunrui</creator><creator>Ni, Fei</creator><creator>Yang, Enqi</creator><creator>Zhang, Jun</creator><general>Elsevier B.V</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20220115</creationdate><title>Heavy metal pollution levels, source apportionment and risk assessment in dust storms in key cities in Northwest China</title><author>Luo, Haiping ; Wang, Qingzheng ; Guan, Qingyu ; Ma, Yunrui ; Ni, Fei ; Yang, Enqi ; Zhang, Jun</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c365t-ceee820dc4c882062e6c5a429d4109f02a073b6ac8fc5faa8ee757fd9090ffe43</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Adult</topic><topic>Child</topic><topic>China</topic><topic>Cities</topic><topic>Dust - analysis</topic><topic>Dust storm</topic><topic>Environmental Monitoring</topic><topic>Heavy metals</topic><topic>Humans</topic><topic>Metals, Heavy - analysis</topic><topic>Metals, Heavy - toxicity</topic><topic>PMF model</topic><topic>Pollution assessment</topic><topic>Risk Assessment</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Luo, Haiping</creatorcontrib><creatorcontrib>Wang, Qingzheng</creatorcontrib><creatorcontrib>Guan, Qingyu</creatorcontrib><creatorcontrib>Ma, Yunrui</creatorcontrib><creatorcontrib>Ni, Fei</creatorcontrib><creatorcontrib>Yang, Enqi</creatorcontrib><creatorcontrib>Zhang, Jun</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of hazardous materials</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Luo, Haiping</au><au>Wang, Qingzheng</au><au>Guan, Qingyu</au><au>Ma, Yunrui</au><au>Ni, Fei</au><au>Yang, Enqi</au><au>Zhang, Jun</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Heavy metal pollution levels, source apportionment and risk assessment in dust storms in key cities in Northwest China</atitle><jtitle>Journal of hazardous materials</jtitle><addtitle>J Hazard Mater</addtitle><date>2022-01-15</date><risdate>2022</risdate><volume>422</volume><spage>126878</spage><epage>126878</epage><pages>126878-126878</pages><artnum>126878</artnum><issn>0304-3894</issn><eissn>1873-3336</eissn><abstract>In this study, the potential hazards of heavy metals in dust storms were investigated by collecting dust storm samples, measuring their heavy metal concentrations, and using index evaluation, spatial analysis, positive matrix factorization (PMF) model and risk assessment model. Heavy metals in dust storms were contaminated by anthropogenic sources leading to their concentrations being higher than the background values. The enrichment factors and geoaccumulation indices showed that the heavy metals came from both natural and anthropogenic sources, Cu, Ni, Zn and Pb are strongly influenced by anthropogenic sources. Heavy metals in dust storms were divided into four sources: Cu and Ni were attributed to industrial sources mainly from local mining and metal processing; Cr was mainly contributed by industrial sources related to industrial production such as coal combustion; Pb and Zn were mainly contributed by transportation sources; and Ti, V, Mn, Fe, and As were from natural and agricultural sources. The level of comprehensive ecological risk of heavy metals in dust storms were low, but there were moderate and above risks at individual sites. Both adults and children had the highest carcinogenic and non-carcinogenic risks from the ingestion route, and the risk for children was higher than that for adults. [Display omitted] •The PMF model subdivided the heavy metals in dust storms into four sources.•Heavy metals in dust storms are mainly from natural and agricultural sources.•Moderate and above ecological risk from Cu and Ni elements in dust storms.•Ingestion is a major route for both carcinogenic and non-carcinogenic risks.</abstract><cop>Netherlands</cop><pub>Elsevier B.V</pub><pmid>34418825</pmid><doi>10.1016/j.jhazmat.2021.126878</doi><tpages>1</tpages></addata></record>
fulltext fulltext
identifier ISSN: 0304-3894
ispartof Journal of hazardous materials, 2022-01, Vol.422, p.126878-126878, Article 126878
issn 0304-3894
1873-3336
language eng
recordid cdi_proquest_miscellaneous_2563427859
source Elsevier
subjects Adult
Child
China
Cities
Dust - analysis
Dust storm
Environmental Monitoring
Heavy metals
Humans
Metals, Heavy - analysis
Metals, Heavy - toxicity
PMF model
Pollution assessment
Risk Assessment
title Heavy metal pollution levels, source apportionment and risk assessment in dust storms in key cities in Northwest China
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-25T22%3A49%3A38IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Heavy%20metal%20pollution%20levels,%20source%20apportionment%20and%20risk%20assessment%20in%20dust%20storms%20in%20key%20cities%20in%20Northwest%20China&rft.jtitle=Journal%20of%20hazardous%20materials&rft.au=Luo,%20Haiping&rft.date=2022-01-15&rft.volume=422&rft.spage=126878&rft.epage=126878&rft.pages=126878-126878&rft.artnum=126878&rft.issn=0304-3894&rft.eissn=1873-3336&rft_id=info:doi/10.1016/j.jhazmat.2021.126878&rft_dat=%3Cproquest_cross%3E2563427859%3C/proquest_cross%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c365t-ceee820dc4c882062e6c5a429d4109f02a073b6ac8fc5faa8ee757fd9090ffe43%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2563427859&rft_id=info:pmid/34418825&rfr_iscdi=true