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

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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Bibliographic Details
Main Authors: VALLADARES, G. S., CAMARGO, O. A. de, CARVALHO, J. R. P. de, SILVA, A. M. C.
Other Authors: GUSTAVO SOUZA VALLADARES, UFC/CCA; OTÁVIO ANTÔNIO DE CAMARGO, IAC; JOSÉ RUY PORTO DE CARVALHO, CNPTIA; ALESSANDRA MARIA CIA SILVA, PUC-Campinas.
Format: Artigo de periódico biblioteca
Language:English
eng
Published: 2009-11-25
Subjects:Análise de componentes principais., Cobre, Zinco, Poluição do Solo., Principal component analysis, Geographic information systems, Soil pollution, Copper, Zinc,
Online Access:http://www.alice.cnptia.embrapa.br/alice/handle/doc/575988
http://dx.doi.org/10.1590/S0103-90162009000300011
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spelling dig-alice-doc-5759882017-08-16T03:40:02Z Assessment of heavy metals in soils of a vineyard region with the use of principal component analysis. VALLADARES, G. S. CAMARGO, O. A. de CARVALHO, J. R. P. de SILVA, A. M. C. GUSTAVO SOUZA VALLADARES, UFC/CCA; OTÁVIO ANTÔNIO DE CAMARGO, IAC; JOSÉ RUY PORTO DE CARVALHO, CNPTIA; ALESSANDRA MARIA CIA SILVA, PUC-Campinas. Análise de componentes principais. Cobre Zinco Poluição do Solo. Principal component analysis Geographic information systems Soil pollution Copper Zinc 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. 2011-04-10T11:11:11Z 2011-04-10T11:11:11Z 2009-11-25 2009 2016-10-13T11:11:11Z Artigo de periódico 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 en eng openAccess
institution EMBRAPA
collection DSpace
country Brasil
countrycode BR
component Bibliográfico
access En linea
databasecode dig-alice
tag biblioteca
region America del Sur
libraryname Sistema de bibliotecas de EMBRAPA
language English
eng
topic Análise de componentes principais.
Cobre
Zinco
Poluição do Solo.
Principal component analysis
Geographic information systems
Soil pollution
Copper
Zinc
Análise de componentes principais.
Cobre
Zinco
Poluição do Solo.
Principal component analysis
Geographic information systems
Soil pollution
Copper
Zinc
spellingShingle Análise de componentes principais.
Cobre
Zinco
Poluição do Solo.
Principal component analysis
Geographic information systems
Soil pollution
Copper
Zinc
Análise de componentes principais.
Cobre
Zinco
Poluição do Solo.
Principal component analysis
Geographic information systems
Soil pollution
Copper
Zinc
VALLADARES, G. S.
CAMARGO, O. A. de
CARVALHO, J. R. P. de
SILVA, A. M. C.
Assessment of heavy metals in soils of a vineyard region with the use of principal component analysis.
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.
author2 GUSTAVO SOUZA VALLADARES, UFC/CCA; OTÁVIO ANTÔNIO DE CAMARGO, IAC; JOSÉ RUY PORTO DE CARVALHO, CNPTIA; ALESSANDRA MARIA CIA SILVA, PUC-Campinas.
author_facet 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. de
CARVALHO, J. R. P. de
SILVA, A. M. C.
format Artigo de periódico
topic_facet Análise de componentes principais.
Cobre
Zinco
Poluição do Solo.
Principal component analysis
Geographic information systems
Soil pollution
Copper
Zinc
author VALLADARES, G. S.
CAMARGO, O. A. de
CARVALHO, J. R. P. de
SILVA, A. M. C.
author_sort VALLADARES, G. S.
title Assessment of heavy metals in soils of a vineyard region with the use of principal component analysis.
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.
publishDate 2009-11-25
url http://www.alice.cnptia.embrapa.br/alice/handle/doc/575988
http://dx.doi.org/10.1590/S0103-90162009000300011
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