Tratamento estatístico dos parâmetros da qualidade das águas da bacia do alto curso do Rio das Velhas

Detalhes bibliográficos
Autor(a) principal: Nonato,Eliana A.
Data de Publicação: 2007
Outros Autores: Viola,Zenilde G. G., Almeida,Katiane C. B., Schor,Heloiza H. R.
Tipo de documento: Artigo
Idioma: por
Título da fonte: Química Nova (Online)
Texto Completo: http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0100-40422007000400008
Resumo: Water quality was monitored at the upper course of the Rio das Velhas, a major tributary of the São Francisco basin located in the state of Minas Gerais, over an extension of 108 km from its source up to the limits with the Sabara district. Monitoring was done at 37 different sites over a period of 2 years (2003-2004) for 39 parameters. Multivariate statistical techniques were applied to interpret the large water-quality data set and to establish an optimal long-term monitoring network. Cluster analysis separated the sampling sites into groups of similarity, and also indicated the stations investigated for correlation and recommended to be removed from the monitoring network. Principal component analysis identified four components, which are responsible for the data structure explaining 80% of the total variance of the data. The principal parameters are characterized as due to mining activities and domestic sewage. Significant data reduction was achieved.
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spelling Tratamento estatístico dos parâmetros da qualidade das águas da bacia do alto curso do Rio das VelhasRio das Velhas basinwater qualitymultivariate analysisWater quality was monitored at the upper course of the Rio das Velhas, a major tributary of the São Francisco basin located in the state of Minas Gerais, over an extension of 108 km from its source up to the limits with the Sabara district. Monitoring was done at 37 different sites over a period of 2 years (2003-2004) for 39 parameters. Multivariate statistical techniques were applied to interpret the large water-quality data set and to establish an optimal long-term monitoring network. Cluster analysis separated the sampling sites into groups of similarity, and also indicated the stations investigated for correlation and recommended to be removed from the monitoring network. Principal component analysis identified four components, which are responsible for the data structure explaining 80% of the total variance of the data. The principal parameters are characterized as due to mining activities and domestic sewage. Significant data reduction was achieved.Sociedade Brasileira de Química2007-08-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S0100-40422007000400008Química Nova v.30 n.4 2007reponame:Química Nova (Online)instname:Sociedade Brasileira de Química (SBQ)instacron:SBQ10.1590/S0100-40422007000400008info:eu-repo/semantics/openAccessNonato,Eliana A.Viola,Zenilde G. G.Almeida,Katiane C. B.Schor,Heloiza H. R.por2007-08-10T00:00:00Zoai:scielo:S0100-40422007000400008Revistahttps://www.scielo.br/j/qn/ONGhttps://old.scielo.br/oai/scielo-oai.phpquimicanova@sbq.org.br1678-70640100-4042opendoar:2007-08-10T00:00Química Nova (Online) - Sociedade Brasileira de Química (SBQ)false
dc.title.none.fl_str_mv Tratamento estatístico dos parâmetros da qualidade das águas da bacia do alto curso do Rio das Velhas
title Tratamento estatístico dos parâmetros da qualidade das águas da bacia do alto curso do Rio das Velhas
spellingShingle Tratamento estatístico dos parâmetros da qualidade das águas da bacia do alto curso do Rio das Velhas
Nonato,Eliana A.
Rio das Velhas basin
water quality
multivariate analysis
title_short Tratamento estatístico dos parâmetros da qualidade das águas da bacia do alto curso do Rio das Velhas
title_full Tratamento estatístico dos parâmetros da qualidade das águas da bacia do alto curso do Rio das Velhas
title_fullStr Tratamento estatístico dos parâmetros da qualidade das águas da bacia do alto curso do Rio das Velhas
title_full_unstemmed Tratamento estatístico dos parâmetros da qualidade das águas da bacia do alto curso do Rio das Velhas
title_sort Tratamento estatístico dos parâmetros da qualidade das águas da bacia do alto curso do Rio das Velhas
author Nonato,Eliana A.
author_facet Nonato,Eliana A.
Viola,Zenilde G. G.
Almeida,Katiane C. B.
Schor,Heloiza H. R.
author_role author
author2 Viola,Zenilde G. G.
Almeida,Katiane C. B.
Schor,Heloiza H. R.
author2_role author
author
author
dc.contributor.author.fl_str_mv Nonato,Eliana A.
Viola,Zenilde G. G.
Almeida,Katiane C. B.
Schor,Heloiza H. R.
dc.subject.por.fl_str_mv Rio das Velhas basin
water quality
multivariate analysis
topic Rio das Velhas basin
water quality
multivariate analysis
description Water quality was monitored at the upper course of the Rio das Velhas, a major tributary of the São Francisco basin located in the state of Minas Gerais, over an extension of 108 km from its source up to the limits with the Sabara district. Monitoring was done at 37 different sites over a period of 2 years (2003-2004) for 39 parameters. Multivariate statistical techniques were applied to interpret the large water-quality data set and to establish an optimal long-term monitoring network. Cluster analysis separated the sampling sites into groups of similarity, and also indicated the stations investigated for correlation and recommended to be removed from the monitoring network. Principal component analysis identified four components, which are responsible for the data structure explaining 80% of the total variance of the data. The principal parameters are characterized as due to mining activities and domestic sewage. Significant data reduction was achieved.
publishDate 2007
dc.date.none.fl_str_mv 2007-08-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
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dc.identifier.uri.fl_str_mv http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0100-40422007000400008
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0100-40422007000400008
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv 10.1590/S0100-40422007000400008
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 Sociedade Brasileira de Química
publisher.none.fl_str_mv Sociedade Brasileira de Química
dc.source.none.fl_str_mv Química Nova v.30 n.4 2007
reponame:Química Nova (Online)
instname:Sociedade Brasileira de Química (SBQ)
instacron:SBQ
instname_str Sociedade Brasileira de Química (SBQ)
instacron_str SBQ
institution SBQ
reponame_str Química Nova (Online)
collection Química Nova (Online)
repository.name.fl_str_mv Química Nova (Online) - Sociedade Brasileira de Química (SBQ)
repository.mail.fl_str_mv quimicanova@sbq.org.br
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