Geochemistry and spatial distribution of selected heavy metals in surface soil of Sohag, Egypt: a multivariate statistical and GIS approach
In this study, selected heavy metals were estimated in surface soil samples of Sohag, Egypt, with the aim to characterize their accumulation patterns. Median concentrations of Cd, Co, Cr, Cu, Fe, Mn, Ni, Pb and Zn were 0.89, 39, 162, 74, 72,000, 1434, 72, 25 and 164 µg g −1 , respectively. The highe...
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description | In this study, selected heavy metals were estimated in surface soil samples of Sohag, Egypt, with the aim to characterize their accumulation patterns. Median concentrations of Cd, Co, Cr, Cu, Fe, Mn, Ni, Pb and Zn were 0.89, 39, 162, 74, 72,000, 1434, 72, 25 and 164 µg g
−1
, respectively. The higher average concentrations of these HMs compared with corresponding concentrations in average shale suggesting their anthropogenic inputs. Application of principal component analysis and cluster analysis successfully grouped the investigated HMs according to their anthropogenic or geogenic origin. The uncontrolled excessive application of agrochemical products, wastewater irrigation, industrial and urbanization emissions are significant contributors for elevated concentrations of Cd, Cu, Zn, Cd and Pb in the agricultural surface soil, whereas Ni, Mn, Co and Fe amounts are controlled by parent material influences. Chromium was found to exhibit a mixed source in the study cultivated system. Geographical information system (GIS) techniques were used to illustrate the spatial distribution trends of the investigated elements. Integration of GIS mapping and multivariate statistical analysis identified locations affected by the major polluting sources responsible for HMs concentrations in the study area (i.e., hotspot areas). In addition, this study provides a reliable approach for HMs source apportionment in the area using APCS–MLR receptor model. The present work is important to document the status of HM pollution and offer baseline data for the future research in the study region. |
doi_str_mv | 10.1007/s12665-016-6047-x |
format | Article |
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−1
, respectively. The higher average concentrations of these HMs compared with corresponding concentrations in average shale suggesting their anthropogenic inputs. Application of principal component analysis and cluster analysis successfully grouped the investigated HMs according to their anthropogenic or geogenic origin. The uncontrolled excessive application of agrochemical products, wastewater irrigation, industrial and urbanization emissions are significant contributors for elevated concentrations of Cd, Cu, Zn, Cd and Pb in the agricultural surface soil, whereas Ni, Mn, Co and Fe amounts are controlled by parent material influences. Chromium was found to exhibit a mixed source in the study cultivated system. Geographical information system (GIS) techniques were used to illustrate the spatial distribution trends of the investigated elements. Integration of GIS mapping and multivariate statistical analysis identified locations affected by the major polluting sources responsible for HMs concentrations in the study area (i.e., hotspot areas). In addition, this study provides a reliable approach for HMs source apportionment in the area using APCS–MLR receptor model. The present work is important to document the status of HM pollution and offer baseline data for the future research in the study region.</description><identifier>ISSN: 1866-6280</identifier><identifier>EISSN: 1866-6299</identifier><identifier>DOI: 10.1007/s12665-016-6047-x</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer Berlin Heidelberg</publisher><subject>Agrochemicals ; Anthropogenic factors ; Biogeosciences ; Cadmium ; Chromium ; Earth and Environmental Science ; Earth Sciences ; Environmental Science and Engineering ; Geochemistry ; Geographic information systems ; Geology ; Heavy metals ; Hydrology/Water Resources ; Lead ; Multivariate analysis ; Original Article ; Principal components analysis ; Soil surfaces ; Soils ; Spatial distribution ; Statistical analysis ; Surface chemistry ; Terrestrial Pollution ; Urbanization ; Wastewater irrigation</subject><ispartof>Environmental earth sciences, 2016-09, Vol.75 (18), p.1, Article 1257</ispartof><rights>Springer-Verlag Berlin Heidelberg 2016</rights><rights>Environmental Earth Sciences is a copyright of Springer, 2016.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-a339t-ef98c704e882c17f119d5662afd288f5e0876211035071bcff0fc511da653e4c3</citedby><cites>FETCH-LOGICAL-a339t-ef98c704e882c17f119d5662afd288f5e0876211035071bcff0fc511da653e4c3</cites><orcidid>0000-0002-1455-9679</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s12665-016-6047-x$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s12665-016-6047-x$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,776,780,27901,27902,41464,42533,51294</link.rule.ids></links><search><creatorcontrib>Ali, Mohamed H.</creatorcontrib><creatorcontrib>Mustafa, Abdel-Rahman A.</creatorcontrib><creatorcontrib>El-Sheikh, Ahmed A.</creatorcontrib><title>Geochemistry and spatial distribution of selected heavy metals in surface soil of Sohag, Egypt: a multivariate statistical and GIS approach</title><title>Environmental earth sciences</title><addtitle>Environ Earth Sci</addtitle><description>In this study, selected heavy metals were estimated in surface soil samples of Sohag, Egypt, with the aim to characterize their accumulation patterns. Median concentrations of Cd, Co, Cr, Cu, Fe, Mn, Ni, Pb and Zn were 0.89, 39, 162, 74, 72,000, 1434, 72, 25 and 164 µg g
−1
, respectively. The higher average concentrations of these HMs compared with corresponding concentrations in average shale suggesting their anthropogenic inputs. Application of principal component analysis and cluster analysis successfully grouped the investigated HMs according to their anthropogenic or geogenic origin. The uncontrolled excessive application of agrochemical products, wastewater irrigation, industrial and urbanization emissions are significant contributors for elevated concentrations of Cd, Cu, Zn, Cd and Pb in the agricultural surface soil, whereas Ni, Mn, Co and Fe amounts are controlled by parent material influences. Chromium was found to exhibit a mixed source in the study cultivated system. Geographical information system (GIS) techniques were used to illustrate the spatial distribution trends of the investigated elements. Integration of GIS mapping and multivariate statistical analysis identified locations affected by the major polluting sources responsible for HMs concentrations in the study area (i.e., hotspot areas). In addition, this study provides a reliable approach for HMs source apportionment in the area using APCS–MLR receptor model. The present work is important to document the status of HM pollution and offer baseline data for the future research in the study region.</description><subject>Agrochemicals</subject><subject>Anthropogenic factors</subject><subject>Biogeosciences</subject><subject>Cadmium</subject><subject>Chromium</subject><subject>Earth and Environmental Science</subject><subject>Earth Sciences</subject><subject>Environmental Science and Engineering</subject><subject>Geochemistry</subject><subject>Geographic information systems</subject><subject>Geology</subject><subject>Heavy metals</subject><subject>Hydrology/Water Resources</subject><subject>Lead</subject><subject>Multivariate analysis</subject><subject>Original Article</subject><subject>Principal components analysis</subject><subject>Soil surfaces</subject><subject>Soils</subject><subject>Spatial distribution</subject><subject>Statistical analysis</subject><subject>Surface chemistry</subject><subject>Terrestrial Pollution</subject><subject>Urbanization</subject><subject>Wastewater irrigation</subject><issn>1866-6280</issn><issn>1866-6299</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><sourceid>BENPR</sourceid><recordid>eNp1kFFLwzAUhYMoOOZ-gG8BX60m7ZKmvsmYczDwYfocsjRZM7qmJulYf4N_2pSK-OJ9yb3hO-fAAeAWoweMUP7ocUopSRCmCUXzPDlfgAlmNF5pUVz-7gxdg5n3BxQnw1mB6AR8rZSVlToaH1wPRVNC34pgRA3L4cvsumBsA62GXtVKBlXCSolTD48qiNpD00DfOS2kgt6aegC3thL7e7jc9214ggIeuzqYk3BGhAiF6O6DkTFhSFutt1C0rbNCVjfgSkdPNft5p-DjZfm-eE02b6v14nmTiCwrQqJ0wWSO5oqxVOJcY1yUhNJU6DJlTBOFWE5TjFFGUI53UmukJcG4FJRkai6zKbgbfWPsZ6d84AfbuSZG8tgUSTOGCIoUHinprPdOad46cxSu5xjxoXY-1s5j7XyonZ-jJh01PrLNXrk_zv-KvgHCiIc7</recordid><startdate>20160901</startdate><enddate>20160901</enddate><creator>Ali, Mohamed H.</creator><creator>Mustafa, Abdel-Rahman A.</creator><creator>El-Sheikh, Ahmed A.</creator><general>Springer Berlin Heidelberg</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7ST</scope><scope>7TG</scope><scope>7UA</scope><scope>7XB</scope><scope>88I</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>BKSAR</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>F1W</scope><scope>GNUQQ</scope><scope>H96</scope><scope>HCIFZ</scope><scope>KL.</scope><scope>L.G</scope><scope>M2P</scope><scope>PATMY</scope><scope>PCBAR</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PYCSY</scope><scope>Q9U</scope><scope>SOI</scope><orcidid>https://orcid.org/0000-0002-1455-9679</orcidid></search><sort><creationdate>20160901</creationdate><title>Geochemistry and spatial distribution of selected heavy metals in surface soil of Sohag, Egypt: a multivariate statistical and GIS approach</title><author>Ali, Mohamed H. ; Mustafa, Abdel-Rahman A. ; El-Sheikh, Ahmed A.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a339t-ef98c704e882c17f119d5662afd288f5e0876211035071bcff0fc511da653e4c3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Agrochemicals</topic><topic>Anthropogenic factors</topic><topic>Biogeosciences</topic><topic>Cadmium</topic><topic>Chromium</topic><topic>Earth and Environmental Science</topic><topic>Earth Sciences</topic><topic>Environmental Science and Engineering</topic><topic>Geochemistry</topic><topic>Geographic information systems</topic><topic>Geology</topic><topic>Heavy metals</topic><topic>Hydrology/Water Resources</topic><topic>Lead</topic><topic>Multivariate analysis</topic><topic>Original Article</topic><topic>Principal components analysis</topic><topic>Soil surfaces</topic><topic>Soils</topic><topic>Spatial distribution</topic><topic>Statistical analysis</topic><topic>Surface chemistry</topic><topic>Terrestrial Pollution</topic><topic>Urbanization</topic><topic>Wastewater irrigation</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Ali, Mohamed H.</creatorcontrib><creatorcontrib>Mustafa, Abdel-Rahman A.</creatorcontrib><creatorcontrib>El-Sheikh, Ahmed A.</creatorcontrib><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Environment Abstracts</collection><collection>Meteorological & Geoastrophysical Abstracts</collection><collection>Water Resources Abstracts</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Science Database (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central UK/Ireland</collection><collection>Agricultural & Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Natural Science Collection</collection><collection>Earth, Atmospheric & Aquatic Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>ProQuest Central Student</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources</collection><collection>SciTech Premium Collection</collection><collection>Meteorological & Geoastrophysical Abstracts - Academic</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</collection><collection>Science Database</collection><collection>Environmental Science Database</collection><collection>Earth, Atmospheric & Aquatic Science Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>Environmental Science Collection</collection><collection>ProQuest Central Basic</collection><collection>Environment Abstracts</collection><jtitle>Environmental earth sciences</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Ali, Mohamed H.</au><au>Mustafa, Abdel-Rahman A.</au><au>El-Sheikh, Ahmed A.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Geochemistry and spatial distribution of selected heavy metals in surface soil of Sohag, Egypt: a multivariate statistical and GIS approach</atitle><jtitle>Environmental earth sciences</jtitle><stitle>Environ Earth Sci</stitle><date>2016-09-01</date><risdate>2016</risdate><volume>75</volume><issue>18</issue><spage>1</spage><pages>1-</pages><artnum>1257</artnum><issn>1866-6280</issn><eissn>1866-6299</eissn><abstract>In this study, selected heavy metals were estimated in surface soil samples of Sohag, Egypt, with the aim to characterize their accumulation patterns. Median concentrations of Cd, Co, Cr, Cu, Fe, Mn, Ni, Pb and Zn were 0.89, 39, 162, 74, 72,000, 1434, 72, 25 and 164 µg g
−1
, respectively. The higher average concentrations of these HMs compared with corresponding concentrations in average shale suggesting their anthropogenic inputs. Application of principal component analysis and cluster analysis successfully grouped the investigated HMs according to their anthropogenic or geogenic origin. The uncontrolled excessive application of agrochemical products, wastewater irrigation, industrial and urbanization emissions are significant contributors for elevated concentrations of Cd, Cu, Zn, Cd and Pb in the agricultural surface soil, whereas Ni, Mn, Co and Fe amounts are controlled by parent material influences. Chromium was found to exhibit a mixed source in the study cultivated system. Geographical information system (GIS) techniques were used to illustrate the spatial distribution trends of the investigated elements. Integration of GIS mapping and multivariate statistical analysis identified locations affected by the major polluting sources responsible for HMs concentrations in the study area (i.e., hotspot areas). In addition, this study provides a reliable approach for HMs source apportionment in the area using APCS–MLR receptor model. The present work is important to document the status of HM pollution and offer baseline data for the future research in the study region.</abstract><cop>Berlin/Heidelberg</cop><pub>Springer Berlin Heidelberg</pub><doi>10.1007/s12665-016-6047-x</doi><orcidid>https://orcid.org/0000-0002-1455-9679</orcidid></addata></record> |
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subjects | Agrochemicals Anthropogenic factors Biogeosciences Cadmium Chromium Earth and Environmental Science Earth Sciences Environmental Science and Engineering Geochemistry Geographic information systems Geology Heavy metals Hydrology/Water Resources Lead Multivariate analysis Original Article Principal components analysis Soil surfaces Soils Spatial distribution Statistical analysis Surface chemistry Terrestrial Pollution Urbanization Wastewater irrigation |
title | Geochemistry and spatial distribution of selected heavy metals in surface soil of Sohag, Egypt: a multivariate statistical and GIS approach |
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