Assessment of heavy metals in soils of a vineyard region with the use of principal component analysis

Detalhes bibliográficos
Autor(a) principal: Valladares,Gustavo Souza
Data de Publicação: 2009
Outros Autores: Camargo,Otávio Antônio de, Carvalho,José Ruy Porto de, Silva,Alessandra Maria Cia
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Scientia Agrícola (Online)
Texto Completo: http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0103-90162009000300011
Resumo: Agricultural management with chemicals may contaminate the soil with heavy metals. The objective of this study was to apply Principal Component Analysis and geoprocessing techniques to identify the origin of the metals Cu, Fe, Mn, Zn, Ni, Pb, Cr and Cd as potential contaminants of agricultural soils. The study was developed in an area of vineyard cultivation in the State of São Paulo, Brazil. Soil samples were collected and GPS located under different uses and coverings. The metal concentrations in the soils were determined using the DTPA method. The Cu and Zn content was considered high in most of the samples, and was larger in the areas cultivated with vineyards that had been under the application of fungicides for several decades. The concentrations of Cu and Zn were correlated. The geoprocessing techniques and the Principal Component Analysis confirmed the enrichment of the soil with Cu and Zn because of the use and management of the vineyards with chemicals in the preceding decades.
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spelling Assessment of heavy metals in soils of a vineyard region with the use of principal component analysisPCAGISsoil pollutioncopperzincAgricultural management with chemicals may contaminate the soil with heavy metals. The objective of this study was to apply Principal Component Analysis and geoprocessing techniques to identify the origin of the metals Cu, Fe, Mn, Zn, Ni, Pb, Cr and Cd as potential contaminants of agricultural soils. The study was developed in an area of vineyard cultivation in the State of São Paulo, Brazil. Soil samples were collected and GPS located under different uses and coverings. The metal concentrations in the soils were determined using the DTPA method. The Cu and Zn content was considered high in most of the samples, and was larger in the areas cultivated with vineyards that had been under the application of fungicides for several decades. The concentrations of Cu and Zn were correlated. The geoprocessing techniques and the Principal Component Analysis confirmed the enrichment of the soil with Cu and Zn because of the use and management of the vineyards with chemicals in the preceding decades.Escola Superior de Agricultura "Luiz de Queiroz"2009-06-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S0103-90162009000300011Scientia Agricola v.66 n.3 2009reponame:Scientia Agrícola (Online)instname:Universidade de São Paulo (USP)instacron:USP10.1590/S0103-90162009000300011info:eu-repo/semantics/openAccessValladares,Gustavo SouzaCamargo,Otávio Antônio deCarvalho,José Ruy Porto deSilva,Alessandra Maria Ciaeng2009-06-29T00:00:00Zoai:scielo:S0103-90162009000300011Revistahttp://revistas.usp.br/sa/indexPUBhttps://old.scielo.br/oai/scielo-oai.phpscientia@usp.br||alleoni@usp.br1678-992X0103-9016opendoar:2009-06-29T00:00Scientia Agrícola (Online) - Universidade de São Paulo (USP)false
dc.title.none.fl_str_mv Assessment of heavy metals in soils of a vineyard region with the use of principal component analysis
title Assessment of heavy metals in soils of a vineyard region with the use of principal component analysis
spellingShingle Assessment of heavy metals in soils of a vineyard region with the use of principal component analysis
Valladares,Gustavo Souza
PCA
GIS
soil pollution
copper
zinc
title_short Assessment of heavy metals in soils of a vineyard region with the use of principal component analysis
title_full Assessment of heavy metals in soils of a vineyard region with the use of principal component analysis
title_fullStr Assessment of heavy metals in soils of a vineyard region with the use of principal component analysis
title_full_unstemmed Assessment of heavy metals in soils of a vineyard region with the use of principal component analysis
title_sort Assessment of heavy metals in soils of a vineyard region with the use of principal component analysis
author Valladares,Gustavo Souza
author_facet Valladares,Gustavo Souza
Camargo,Otávio Antônio de
Carvalho,José Ruy Porto de
Silva,Alessandra Maria Cia
author_role author
author2 Camargo,Otávio Antônio de
Carvalho,José Ruy Porto de
Silva,Alessandra Maria Cia
author2_role author
author
author
dc.contributor.author.fl_str_mv Valladares,Gustavo Souza
Camargo,Otávio Antônio de
Carvalho,José Ruy Porto de
Silva,Alessandra Maria Cia
dc.subject.por.fl_str_mv PCA
GIS
soil pollution
copper
zinc
topic PCA
GIS
soil pollution
copper
zinc
description Agricultural management with chemicals may contaminate the soil with heavy metals. The objective of this study was to apply Principal Component Analysis and geoprocessing techniques to identify the origin of the metals Cu, Fe, Mn, Zn, Ni, Pb, Cr and Cd as potential contaminants of agricultural soils. The study was developed in an area of vineyard cultivation in the State of São Paulo, Brazil. Soil samples were collected and GPS located under different uses and coverings. The metal concentrations in the soils were determined using the DTPA method. The Cu and Zn content was considered high in most of the samples, and was larger in the areas cultivated with vineyards that had been under the application of fungicides for several decades. The concentrations of Cu and Zn were correlated. The geoprocessing techniques and the Principal Component Analysis confirmed the enrichment of the soil with Cu and Zn because of the use and management of the vineyards with chemicals in the preceding decades.
publishDate 2009
dc.date.none.fl_str_mv 2009-06-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0103-90162009000300011
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0103-90162009000300011
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.1590/S0103-90162009000300011
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv text/html
dc.publisher.none.fl_str_mv Escola Superior de Agricultura "Luiz de Queiroz"
publisher.none.fl_str_mv Escola Superior de Agricultura "Luiz de Queiroz"
dc.source.none.fl_str_mv Scientia Agricola v.66 n.3 2009
reponame:Scientia Agrícola (Online)
instname:Universidade de São Paulo (USP)
instacron:USP
instname_str Universidade de São Paulo (USP)
instacron_str USP
institution USP
reponame_str Scientia Agrícola (Online)
collection Scientia Agrícola (Online)
repository.name.fl_str_mv Scientia Agrícola (Online) - Universidade de São Paulo (USP)
repository.mail.fl_str_mv scientia@usp.br||alleoni@usp.br
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