Assessment of heavy metals in soils of a vineyard region with the use of principal component analysis
Autor(a) principal: | |
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Data de Publicação: | 2009 |
Outros Autores: | , , |
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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oai:scielo:S0103-90162009000300011 |
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Scientia Agrícola (Online) |
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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 |
_version_ |
1748936461465419776 |