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

Detalhes bibliográficos
Autor(a) principal: VALLADARES, G. S.
Data de Publicação: 2009
Outros Autores: CAMARGO, O. A. de, CARVALHO, J. R. P. de, SILVA, A. M. C.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
Texto Completo: http://www.alice.cnptia.embrapa.br/alice/handle/doc/575988
http://dx.doi.org/10.1590/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 analysis.Análise de componentes principaisCobreZincoPoluição do SoloPrincipal component analysisGeographic information systemsSoil 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.GUSTAVO SOUZA VALLADARES, UFC/CCA; OTÁVIO ANTÔNIO DE CAMARGO, IAC; JOSÉ RUY PORTO DE CARVALHO, CNPTIA; ALESSANDRA MARIA CIA SILVA, PUC-Campinas.VALLADARES, G. S.CAMARGO, O. A. deCARVALHO, J. R. P. deSILVA, A. M. C.2011-04-10T11:11:11Z2011-04-10T11:11:11Z2009-11-2520092016-10-13T11:11:11Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleScientia Agricola, Piracicaba, v. 66, n. 3, p. 361-367, May/June 2009.http://www.alice.cnptia.embrapa.br/alice/handle/doc/575988http://dx.doi.org/10.1590/S0103-90162009000300011enginfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)instacron:EMBRAPA2017-08-16T03:40:02Zoai:www.alice.cnptia.embrapa.br:doc/575988Repositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestopendoar:21542017-08-16T03:40:02falseRepositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestcg-riaa@embrapa.bropendoar:21542017-08-16T03:40:02Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)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, G. S.
Análise de componentes principais
Cobre
Zinco
Poluição do Solo
Principal component analysis
Geographic information systems
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, G. S.
author_facet VALLADARES, G. S.
CAMARGO, O. A. de
CARVALHO, J. R. P. de
SILVA, A. M. C.
author_role author
author2 CAMARGO, O. A. de
CARVALHO, J. R. P. de
SILVA, A. M. C.
author2_role author
author
author
dc.contributor.none.fl_str_mv GUSTAVO SOUZA VALLADARES, UFC/CCA; OTÁVIO ANTÔNIO DE CAMARGO, IAC; JOSÉ RUY PORTO DE CARVALHO, CNPTIA; ALESSANDRA MARIA CIA SILVA, PUC-Campinas.
dc.contributor.author.fl_str_mv VALLADARES, G. S.
CAMARGO, O. A. de
CARVALHO, J. R. P. de
SILVA, A. M. C.
dc.subject.por.fl_str_mv Análise de componentes principais
Cobre
Zinco
Poluição do Solo
Principal component analysis
Geographic information systems
Soil pollution
Copper
Zinc
topic Análise de componentes principais
Cobre
Zinco
Poluição do Solo
Principal component analysis
Geographic information systems
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 2009-11-25
2009
2011-04-10T11:11:11Z
2011-04-10T11:11:11Z
2016-10-13T11:11:11Z
dc.type.driver.fl_str_mv info:eu-repo/semantics/publishedVersion
info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv Scientia Agricola, Piracicaba, v. 66, n. 3, p. 361-367, May/June 2009.
http://www.alice.cnptia.embrapa.br/alice/handle/doc/575988
http://dx.doi.org/10.1590/S0103-90162009000300011
identifier_str_mv Scientia Agricola, Piracicaba, v. 66, n. 3, p. 361-367, May/June 2009.
url http://www.alice.cnptia.embrapa.br/alice/handle/doc/575988
http://dx.doi.org/10.1590/S0103-90162009000300011
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
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instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
instacron:EMBRAPA
instname_str Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
instacron_str EMBRAPA
institution EMBRAPA
reponame_str Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
collection Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
repository.name.fl_str_mv Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
repository.mail.fl_str_mv cg-riaa@embrapa.br
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