Spatial distribution of trace elements in the soils of south-western France and identification of natural and anthropogenic sources
[Display omitted] •The concentrations of As, Cd, Cu, Cr, Ni, Pb of 356 sampled sites were determined.•From PCA, geostatistics and GIS spatial distributions and sources were determined.•As is of geogenic and anthropogenic origin linked to the Au deposit and mining.•Cd, Cr and Ni come mainly from geog...
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creator | Savignan, Lionel Lee, Alexandre Coynel, Alexandra Jalabert, Stéphanie Faucher, Stéphane Lespes, Gaëtane Chéry, Philippe |
description | [Display omitted]
•The concentrations of As, Cd, Cu, Cr, Ni, Pb of 356 sampled sites were determined.•From PCA, geostatistics and GIS spatial distributions and sources were determined.•As is of geogenic and anthropogenic origin linked to the Au deposit and mining.•Cd, Cr and Ni come mainly from geogenic sources related to the soil parent material.•Cu and Pb are of anthropogenic origin from viticulture, mining and traffic emissions.
The contamination of soils by trace elements is a major concern for soil quality. This study is based on the analysis of 356 samples from the RMQS soil monitoring network to establish the spatial distribution and origin of six trace elements (As, Cd, Cu, Cr, Ni, Pb) in soils of south-western region of France (area of 90,293 km2). An exploratory and multivariate statistical analysis, and geostatistics combined with a geographic information system (GIS) were used to identify and characterize any concentration anomalies in trace elements. For all the trace elements studied, the exploratory analysis shows that there are more anomalies in this region than in the rest of the country. Analysis of the semivariograms shows that the six elements are spatially auto correlated. The spatial structure of As highlights anisotropic behaviour with a direction that corresponds to the gold deposit and mining activities of the region. This indicates a dual origin anthropogenic and geogenic for As. The correlation between Cd and inherent features of calcareous soil (pH, CaCO3 and cation exchange capacity) suggest a mainly geogenic origin for this element; Cd origin is confirmed by its spatial distribution associated with the Jurassic limestone bedrock. The correlations between Cr, Ni and clays highlight a geogenic origin for these elements, as weathered parent material rich in clays is also rich in Cr and Ni. The high Cu concentrations are of anthropogenic origin, linked to viticulture and the spreading of Bordeaux mixture as a fungicide. Locally high Pb concentrations are associated with mining activities and automobile emissions in large cities in the region. |
doi_str_mv | 10.1016/j.catena.2021.105446 |
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•The concentrations of As, Cd, Cu, Cr, Ni, Pb of 356 sampled sites were determined.•From PCA, geostatistics and GIS spatial distributions and sources were determined.•As is of geogenic and anthropogenic origin linked to the Au deposit and mining.•Cd, Cr and Ni come mainly from geogenic sources related to the soil parent material.•Cu and Pb are of anthropogenic origin from viticulture, mining and traffic emissions.
The contamination of soils by trace elements is a major concern for soil quality. This study is based on the analysis of 356 samples from the RMQS soil monitoring network to establish the spatial distribution and origin of six trace elements (As, Cd, Cu, Cr, Ni, Pb) in soils of south-western region of France (area of 90,293 km2). An exploratory and multivariate statistical analysis, and geostatistics combined with a geographic information system (GIS) were used to identify and characterize any concentration anomalies in trace elements. For all the trace elements studied, the exploratory analysis shows that there are more anomalies in this region than in the rest of the country. Analysis of the semivariograms shows that the six elements are spatially auto correlated. The spatial structure of As highlights anisotropic behaviour with a direction that corresponds to the gold deposit and mining activities of the region. This indicates a dual origin anthropogenic and geogenic for As. The correlation between Cd and inherent features of calcareous soil (pH, CaCO3 and cation exchange capacity) suggest a mainly geogenic origin for this element; Cd origin is confirmed by its spatial distribution associated with the Jurassic limestone bedrock. The correlations between Cr, Ni and clays highlight a geogenic origin for these elements, as weathered parent material rich in clays is also rich in Cr and Ni. The high Cu concentrations are of anthropogenic origin, linked to viticulture and the spreading of Bordeaux mixture as a fungicide. Locally high Pb concentrations are associated with mining activities and automobile emissions in large cities in the region.</description><identifier>ISSN: 0341-8162</identifier><identifier>EISSN: 1872-6887</identifier><identifier>DOI: 10.1016/j.catena.2021.105446</identifier><language>eng</language><publisher>Elsevier B.V</publisher><subject>Chemical Sciences ; Geostatistics ; GIS ; Monitoring network ; Multivariate analysis ; Other</subject><ispartof>Catena (Giessen), 2021-10, Vol.205, p.105446, Article 105446</ispartof><rights>2021 Elsevier B.V.</rights><rights>Distributed under a Creative Commons Attribution 4.0 International License</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-a409t-69c8d287816e531c29f7fc62668557f875b706f26f75e8535f40f046ffa53d03</citedby><cites>FETCH-LOGICAL-a409t-69c8d287816e531c29f7fc62668557f875b706f26f75e8535f40f046ffa53d03</cites><orcidid>0000-0001-8887-6055 ; 0000-0002-5780-1621 ; 0000-0001-8402-4445 ; 0000-0002-1752-8923</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0341816221003040$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>230,314,776,780,881,3537,27901,27902,65306</link.rule.ids><backlink>$$Uhttps://hal.science/hal-03240150$$DView record in HAL$$Hfree_for_read</backlink></links><search><creatorcontrib>Savignan, Lionel</creatorcontrib><creatorcontrib>Lee, Alexandre</creatorcontrib><creatorcontrib>Coynel, Alexandra</creatorcontrib><creatorcontrib>Jalabert, Stéphanie</creatorcontrib><creatorcontrib>Faucher, Stéphane</creatorcontrib><creatorcontrib>Lespes, Gaëtane</creatorcontrib><creatorcontrib>Chéry, Philippe</creatorcontrib><title>Spatial distribution of trace elements in the soils of south-western France and identification of natural and anthropogenic sources</title><title>Catena (Giessen)</title><description>[Display omitted]
•The concentrations of As, Cd, Cu, Cr, Ni, Pb of 356 sampled sites were determined.•From PCA, geostatistics and GIS spatial distributions and sources were determined.•As is of geogenic and anthropogenic origin linked to the Au deposit and mining.•Cd, Cr and Ni come mainly from geogenic sources related to the soil parent material.•Cu and Pb are of anthropogenic origin from viticulture, mining and traffic emissions.
The contamination of soils by trace elements is a major concern for soil quality. This study is based on the analysis of 356 samples from the RMQS soil monitoring network to establish the spatial distribution and origin of six trace elements (As, Cd, Cu, Cr, Ni, Pb) in soils of south-western region of France (area of 90,293 km2). An exploratory and multivariate statistical analysis, and geostatistics combined with a geographic information system (GIS) were used to identify and characterize any concentration anomalies in trace elements. For all the trace elements studied, the exploratory analysis shows that there are more anomalies in this region than in the rest of the country. Analysis of the semivariograms shows that the six elements are spatially auto correlated. The spatial structure of As highlights anisotropic behaviour with a direction that corresponds to the gold deposit and mining activities of the region. This indicates a dual origin anthropogenic and geogenic for As. The correlation between Cd and inherent features of calcareous soil (pH, CaCO3 and cation exchange capacity) suggest a mainly geogenic origin for this element; Cd origin is confirmed by its spatial distribution associated with the Jurassic limestone bedrock. The correlations between Cr, Ni and clays highlight a geogenic origin for these elements, as weathered parent material rich in clays is also rich in Cr and Ni. The high Cu concentrations are of anthropogenic origin, linked to viticulture and the spreading of Bordeaux mixture as a fungicide. Locally high Pb concentrations are associated with mining activities and automobile emissions in large cities in the region.</description><subject>Chemical Sciences</subject><subject>Geostatistics</subject><subject>GIS</subject><subject>Monitoring network</subject><subject>Multivariate analysis</subject><subject>Other</subject><issn>0341-8162</issn><issn>1872-6887</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNp9kE9rGzEQxUVooa7bb9CDrj2sI2n1z5eACXVcMPTQ3IWiHXVl1pKR5JSe88WjZUOOPQ3MvPdm5ofQN0o2lFB5e9o4WyHaDSOMtpbgXN6gFdWKdVJr9QGtSM9pp6lkn9DnUk6EEK4EXaGX3xdbg53wEErN4elaQ4o4eVyzdYBhgjPEWnCIuI6ASwpTmcclXevY_YVSIUe8zzY2tY0DDkPTBx_aRW9J0dZrbhvmqY11zOmS_kAMbg7JDsoX9NHbqcDXt7pGj_sfj_eH7vjr4ef97thZTra1k1unB6ZV-wJETx3beuWdZFJqIZTXSjwpIj2TXgnQoheeE0-49N6KfiD9Gn1fYkc7mUsOZ5v_mWSDOeyOZu6RnnFCBXmmTcsXrcuplAz-3UCJmZmbk1mYm5m5WZg3291ig_bGc4BsigvQ0Awhg6tmSOH_Aa8fZI2i</recordid><startdate>20211001</startdate><enddate>20211001</enddate><creator>Savignan, Lionel</creator><creator>Lee, Alexandre</creator><creator>Coynel, Alexandra</creator><creator>Jalabert, Stéphanie</creator><creator>Faucher, Stéphane</creator><creator>Lespes, Gaëtane</creator><creator>Chéry, Philippe</creator><general>Elsevier B.V</general><general>Elsevier</general><scope>AAYXX</scope><scope>CITATION</scope><scope>1XC</scope><scope>VOOES</scope><orcidid>https://orcid.org/0000-0001-8887-6055</orcidid><orcidid>https://orcid.org/0000-0002-5780-1621</orcidid><orcidid>https://orcid.org/0000-0001-8402-4445</orcidid><orcidid>https://orcid.org/0000-0002-1752-8923</orcidid></search><sort><creationdate>20211001</creationdate><title>Spatial distribution of trace elements in the soils of south-western France and identification of natural and anthropogenic sources</title><author>Savignan, Lionel ; Lee, Alexandre ; Coynel, Alexandra ; Jalabert, Stéphanie ; Faucher, Stéphane ; Lespes, Gaëtane ; Chéry, Philippe</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a409t-69c8d287816e531c29f7fc62668557f875b706f26f75e8535f40f046ffa53d03</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Chemical Sciences</topic><topic>Geostatistics</topic><topic>GIS</topic><topic>Monitoring network</topic><topic>Multivariate analysis</topic><topic>Other</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Savignan, Lionel</creatorcontrib><creatorcontrib>Lee, Alexandre</creatorcontrib><creatorcontrib>Coynel, Alexandra</creatorcontrib><creatorcontrib>Jalabert, Stéphanie</creatorcontrib><creatorcontrib>Faucher, Stéphane</creatorcontrib><creatorcontrib>Lespes, Gaëtane</creatorcontrib><creatorcontrib>Chéry, Philippe</creatorcontrib><collection>CrossRef</collection><collection>Hyper Article en Ligne (HAL)</collection><collection>Hyper Article en Ligne (HAL) (Open Access)</collection><jtitle>Catena (Giessen)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Savignan, Lionel</au><au>Lee, Alexandre</au><au>Coynel, Alexandra</au><au>Jalabert, Stéphanie</au><au>Faucher, Stéphane</au><au>Lespes, Gaëtane</au><au>Chéry, Philippe</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Spatial distribution of trace elements in the soils of south-western France and identification of natural and anthropogenic sources</atitle><jtitle>Catena (Giessen)</jtitle><date>2021-10-01</date><risdate>2021</risdate><volume>205</volume><spage>105446</spage><pages>105446-</pages><artnum>105446</artnum><issn>0341-8162</issn><eissn>1872-6887</eissn><abstract>[Display omitted]
•The concentrations of As, Cd, Cu, Cr, Ni, Pb of 356 sampled sites were determined.•From PCA, geostatistics and GIS spatial distributions and sources were determined.•As is of geogenic and anthropogenic origin linked to the Au deposit and mining.•Cd, Cr and Ni come mainly from geogenic sources related to the soil parent material.•Cu and Pb are of anthropogenic origin from viticulture, mining and traffic emissions.
The contamination of soils by trace elements is a major concern for soil quality. This study is based on the analysis of 356 samples from the RMQS soil monitoring network to establish the spatial distribution and origin of six trace elements (As, Cd, Cu, Cr, Ni, Pb) in soils of south-western region of France (area of 90,293 km2). An exploratory and multivariate statistical analysis, and geostatistics combined with a geographic information system (GIS) were used to identify and characterize any concentration anomalies in trace elements. For all the trace elements studied, the exploratory analysis shows that there are more anomalies in this region than in the rest of the country. Analysis of the semivariograms shows that the six elements are spatially auto correlated. The spatial structure of As highlights anisotropic behaviour with a direction that corresponds to the gold deposit and mining activities of the region. This indicates a dual origin anthropogenic and geogenic for As. The correlation between Cd and inherent features of calcareous soil (pH, CaCO3 and cation exchange capacity) suggest a mainly geogenic origin for this element; Cd origin is confirmed by its spatial distribution associated with the Jurassic limestone bedrock. The correlations between Cr, Ni and clays highlight a geogenic origin for these elements, as weathered parent material rich in clays is also rich in Cr and Ni. The high Cu concentrations are of anthropogenic origin, linked to viticulture and the spreading of Bordeaux mixture as a fungicide. Locally high Pb concentrations are associated with mining activities and automobile emissions in large cities in the region.</abstract><pub>Elsevier B.V</pub><doi>10.1016/j.catena.2021.105446</doi><orcidid>https://orcid.org/0000-0001-8887-6055</orcidid><orcidid>https://orcid.org/0000-0002-5780-1621</orcidid><orcidid>https://orcid.org/0000-0001-8402-4445</orcidid><orcidid>https://orcid.org/0000-0002-1752-8923</orcidid><oa>free_for_read</oa></addata></record> |
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title | Spatial distribution of trace elements in the soils of south-western France and identification of natural and anthropogenic sources |
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