Occurrence, sources and health risks of toxic metal(loid)s in road dust from a mega city (Nanjing) in China
Potential toxic metal(loid)s (PTMs) in road dust are a major concern in relation to urban environmental quality. Identifying pollution hotspots and sources of PTMs is an essential prerequisite for pollution control and management. Herein, the concentrations, pollution and potential health risks of 8...
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description | Potential toxic metal(loid)s (PTMs) in road dust are a major concern in relation to urban environmental quality. Identifying pollution hotspots and sources of PTMs is an essential prerequisite for pollution control and management. Herein, the concentrations, pollution and potential health risks of 8 PTMs (As, Cd, Co, Cu, Hg, Mo, Pb and Zn) in road dust from the highly urbanized areas of Nanjing were studied. Spatial occurrences and sources of PTMs were explored using geostatistics, principal component analysis (PCA) and local Moran’s index. The contamination factor (CF) results showed that Co was mainly natural in origin, while the other PTMs were polluted, with average CFs ranging from 1.4 to 11.0 as follows: Hg > Mo > Cd > Cu > Pb > Zn > As, indicating moderate to very high contamination. Except for Co and Hg, the other PTMs were heavily loaded on PC1, which explained 44.72% of the total variance. Combining the statistical results and distributions of potential sources, we deduced that industrial emissions dominated the spatial patterns of all polluted PTMs in road dust, which showed high levels in the northern parts of the study region and generally decreasing levels southwards. Moreover, Pb and Zn in the south-central area and Cd in the north-central area displayed hotspots, with maximum CFs of 5.5 (Pb), 4.2 (Zn) and 16.2 (Cd), which were related to additional automotive and railway braking emissions, respectively. The resuspension of legacy pesticides in soil is likely responsible for the As pollution hotspot in the southwestern part. Despite the high anthropogenic contributions (27% for As and 68–88% for the other metals) to the PTMs in road dust, their noncarcinogenic and carcinogenic health risks were rarely found for children and adults based on the values of the hazard index and carcinogenic risk index. However, attention still should be paid to the pollution hotspots in the northern region.
[Display omitted]
•Pollution levels of metals were ranked as follows: Hg > Mo > Sb > Cd > Cu > Pb > Zn > As.•PCA and local Moran’s index are used in hotspot and source identification.•Industrial emissions dominated the spatial pollution patterns of most metals.•Traffic activities and legacy pesticides in soil also contributed to pollution hotspots.•Noncarcinogenic and carcinogenic health risks of metals were scarce.
Pollution, spatial patterns, hotspots and sources of potential toxic metal(loid)s in urban road dust were explored using the contamination factor |
doi_str_mv | 10.1016/j.envpol.2020.114518 |
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[Display omitted]
•Pollution levels of metals were ranked as follows: Hg > Mo > Sb > Cd > Cu > Pb > Zn > As.•PCA and local Moran’s index are used in hotspot and source identification.•Industrial emissions dominated the spatial pollution patterns of most metals.•Traffic activities and legacy pesticides in soil also contributed to pollution hotspots.•Noncarcinogenic and carcinogenic health risks of metals were scarce.
Pollution, spatial patterns, hotspots and sources of potential toxic metal(loid)s in urban road dust were explored using the contamination factors, geostatistics, PCA and local Moran’s index methods.</description><identifier>ISSN: 0269-7491</identifier><identifier>EISSN: 1873-6424</identifier><identifier>DOI: 10.1016/j.envpol.2020.114518</identifier><identifier>PMID: 32283466</identifier><language>eng</language><publisher>England: Elsevier Ltd</publisher><subject>Health risk ; Local Moran’s index ; Pollution and source ; Potential toxic metal(loid)s ; Road dust ; Spatial patterns</subject><ispartof>Environmental pollution (1987), 2020-08, Vol.263 (Pt A), p.114518-114518, Article 114518</ispartof><rights>2020 Elsevier Ltd</rights><rights>Copyright © 2020 Elsevier Ltd. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-a385t-e2c418dda3afdaa7378fb292ee0f78b8f305ecb80a42f6a0481b004d1ac903623</citedby><cites>FETCH-LOGICAL-a385t-e2c418dda3afdaa7378fb292ee0f78b8f305ecb80a42f6a0481b004d1ac903623</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.envpol.2020.114518$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,780,784,3548,27923,27924,45994</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/32283466$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Wang, Xiaoyu</creatorcontrib><creatorcontrib>Liu, Enfeng</creatorcontrib><creatorcontrib>Lin, Qi</creatorcontrib><creatorcontrib>Liu, Lin</creatorcontrib><creatorcontrib>Yuan, Hezhong</creatorcontrib><creatorcontrib>Li, Zijun</creatorcontrib><title>Occurrence, sources and health risks of toxic metal(loid)s in road dust from a mega city (Nanjing) in China</title><title>Environmental pollution (1987)</title><addtitle>Environ Pollut</addtitle><description>Potential toxic metal(loid)s (PTMs) in road dust are a major concern in relation to urban environmental quality. Identifying pollution hotspots and sources of PTMs is an essential prerequisite for pollution control and management. Herein, the concentrations, pollution and potential health risks of 8 PTMs (As, Cd, Co, Cu, Hg, Mo, Pb and Zn) in road dust from the highly urbanized areas of Nanjing were studied. Spatial occurrences and sources of PTMs were explored using geostatistics, principal component analysis (PCA) and local Moran’s index. The contamination factor (CF) results showed that Co was mainly natural in origin, while the other PTMs were polluted, with average CFs ranging from 1.4 to 11.0 as follows: Hg > Mo > Cd > Cu > Pb > Zn > As, indicating moderate to very high contamination. Except for Co and Hg, the other PTMs were heavily loaded on PC1, which explained 44.72% of the total variance. Combining the statistical results and distributions of potential sources, we deduced that industrial emissions dominated the spatial patterns of all polluted PTMs in road dust, which showed high levels in the northern parts of the study region and generally decreasing levels southwards. Moreover, Pb and Zn in the south-central area and Cd in the north-central area displayed hotspots, with maximum CFs of 5.5 (Pb), 4.2 (Zn) and 16.2 (Cd), which were related to additional automotive and railway braking emissions, respectively. The resuspension of legacy pesticides in soil is likely responsible for the As pollution hotspot in the southwestern part. Despite the high anthropogenic contributions (27% for As and 68–88% for the other metals) to the PTMs in road dust, their noncarcinogenic and carcinogenic health risks were rarely found for children and adults based on the values of the hazard index and carcinogenic risk index. However, attention still should be paid to the pollution hotspots in the northern region.
[Display omitted]
•Pollution levels of metals were ranked as follows: Hg > Mo > Sb > Cd > Cu > Pb > Zn > As.•PCA and local Moran’s index are used in hotspot and source identification.•Industrial emissions dominated the spatial pollution patterns of most metals.•Traffic activities and legacy pesticides in soil also contributed to pollution hotspots.•Noncarcinogenic and carcinogenic health risks of metals were scarce.
Pollution, spatial patterns, hotspots and sources of potential toxic metal(loid)s in urban road dust were explored using the contamination factors, geostatistics, PCA and local Moran’s index methods.</description><subject>Health risk</subject><subject>Local Moran’s index</subject><subject>Pollution and source</subject><subject>Potential toxic metal(loid)s</subject><subject>Road dust</subject><subject>Spatial patterns</subject><issn>0269-7491</issn><issn>1873-6424</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><recordid>eNp9kE1P3DAQhi1EBVvaf4AqHxepWfy1iXNBQivaIiG4tGdrYo9ZL0m8tRME_75ZBXrkNNLoeefVPIScc7bijJeXuxX2z_vYrgQT04qrNddHZMF1JYtSCXVMFkyUdVGpmp-SzznvGGNKSnlCTqUQWqqyXJCnB2vHlLC3-J3mOCaLmULv6BahHbY0hfyUafR0iC_B0g4HaJdtDO4i09DTFMFRN-aB-hQ7ChPwCNSG4ZUu76Hfhf7x4sBttqGHL-SThzbj17d5Rv78uPm9-VXcPfy83VzfFSD1eihQWMW1cyDBO4BKVto3ohaIzFe60V6yNdpGM1DCl8CU5s30meNgayZLIc_Icr67T_HviHkwXcgW2xZ6jGM2Quq6rNesVhOqZtSmmHNCb_YpdJBeDWfmoNnszKzZHDSbWfMU-_bWMDYduv-hd68TcDUDOP35HDCZbMNBsgsJ7WBcDB83_APNgI_r</recordid><startdate>20200801</startdate><enddate>20200801</enddate><creator>Wang, Xiaoyu</creator><creator>Liu, Enfeng</creator><creator>Lin, Qi</creator><creator>Liu, Lin</creator><creator>Yuan, Hezhong</creator><creator>Li, Zijun</creator><general>Elsevier Ltd</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20200801</creationdate><title>Occurrence, sources and health risks of toxic metal(loid)s in road dust from a mega city (Nanjing) in China</title><author>Wang, Xiaoyu ; Liu, Enfeng ; Lin, Qi ; Liu, Lin ; Yuan, Hezhong ; Li, Zijun</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a385t-e2c418dda3afdaa7378fb292ee0f78b8f305ecb80a42f6a0481b004d1ac903623</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Health risk</topic><topic>Local Moran’s index</topic><topic>Pollution and source</topic><topic>Potential toxic metal(loid)s</topic><topic>Road dust</topic><topic>Spatial patterns</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Wang, Xiaoyu</creatorcontrib><creatorcontrib>Liu, Enfeng</creatorcontrib><creatorcontrib>Lin, Qi</creatorcontrib><creatorcontrib>Liu, Lin</creatorcontrib><creatorcontrib>Yuan, Hezhong</creatorcontrib><creatorcontrib>Li, Zijun</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Environmental pollution (1987)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Wang, Xiaoyu</au><au>Liu, Enfeng</au><au>Lin, Qi</au><au>Liu, Lin</au><au>Yuan, Hezhong</au><au>Li, Zijun</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Occurrence, sources and health risks of toxic metal(loid)s in road dust from a mega city (Nanjing) in China</atitle><jtitle>Environmental pollution (1987)</jtitle><addtitle>Environ Pollut</addtitle><date>2020-08-01</date><risdate>2020</risdate><volume>263</volume><issue>Pt A</issue><spage>114518</spage><epage>114518</epage><pages>114518-114518</pages><artnum>114518</artnum><issn>0269-7491</issn><eissn>1873-6424</eissn><abstract>Potential toxic metal(loid)s (PTMs) in road dust are a major concern in relation to urban environmental quality. Identifying pollution hotspots and sources of PTMs is an essential prerequisite for pollution control and management. Herein, the concentrations, pollution and potential health risks of 8 PTMs (As, Cd, Co, Cu, Hg, Mo, Pb and Zn) in road dust from the highly urbanized areas of Nanjing were studied. Spatial occurrences and sources of PTMs were explored using geostatistics, principal component analysis (PCA) and local Moran’s index. The contamination factor (CF) results showed that Co was mainly natural in origin, while the other PTMs were polluted, with average CFs ranging from 1.4 to 11.0 as follows: Hg > Mo > Cd > Cu > Pb > Zn > As, indicating moderate to very high contamination. Except for Co and Hg, the other PTMs were heavily loaded on PC1, which explained 44.72% of the total variance. Combining the statistical results and distributions of potential sources, we deduced that industrial emissions dominated the spatial patterns of all polluted PTMs in road dust, which showed high levels in the northern parts of the study region and generally decreasing levels southwards. Moreover, Pb and Zn in the south-central area and Cd in the north-central area displayed hotspots, with maximum CFs of 5.5 (Pb), 4.2 (Zn) and 16.2 (Cd), which were related to additional automotive and railway braking emissions, respectively. The resuspension of legacy pesticides in soil is likely responsible for the As pollution hotspot in the southwestern part. Despite the high anthropogenic contributions (27% for As and 68–88% for the other metals) to the PTMs in road dust, their noncarcinogenic and carcinogenic health risks were rarely found for children and adults based on the values of the hazard index and carcinogenic risk index. However, attention still should be paid to the pollution hotspots in the northern region.
[Display omitted]
•Pollution levels of metals were ranked as follows: Hg > Mo > Sb > Cd > Cu > Pb > Zn > As.•PCA and local Moran’s index are used in hotspot and source identification.•Industrial emissions dominated the spatial pollution patterns of most metals.•Traffic activities and legacy pesticides in soil also contributed to pollution hotspots.•Noncarcinogenic and carcinogenic health risks of metals were scarce.
Pollution, spatial patterns, hotspots and sources of potential toxic metal(loid)s in urban road dust were explored using the contamination factors, geostatistics, PCA and local Moran’s index methods.</abstract><cop>England</cop><pub>Elsevier Ltd</pub><pmid>32283466</pmid><doi>10.1016/j.envpol.2020.114518</doi><tpages>1</tpages></addata></record> |
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subjects | Health risk Local Moran’s index Pollution and source Potential toxic metal(loid)s Road dust Spatial patterns |
title | Occurrence, sources and health risks of toxic metal(loid)s in road dust from a mega city (Nanjing) in China |
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