Spatial-temporal analysis of the surface water quality of the Pará River Basin through statistical techniques

Detalhes bibliográficos
Autor(a) principal: Oliveira,Josiani Cordova de
Data de Publicação: 2019
Outros Autores: Maia,Kelly Prado, Castro,Nara Linhares Borges de, Oliveira,Sílvia Maria Alves Corrêa
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Revista Ambiente & Água
Texto Completo: http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1980-993X2019000100310
Resumo: Abstract Water quality issues are a growing concern due to the the recent intensification of urbanization and industrialization. This paper evaluates and compares the surface water quality of the ten sub-basins of the Pará River, located in the São Francisco River Basin, Minas Gerais, and evaluates the impact of seasonality and the compliance with the current limits of state legislation. The surface water quality monitoring database of the Institute of Water Management of Minas Gerais (Igam) was used, and 18 parameters were analyzed from a historical series from 2008 to 2016, totaling 16,651 observations. First, the descriptive statistics of the parameters were calculated, considering each sub-basin separately. Then, for the temporal and spatial analysis, the Kruskal-Wallis nonparametric statistical tests were applied, followed by the multiple comparison test, with an alpha level of 5%, due to the asymmetric behavior of the data. Thus, it was possible to compare water quality of the sub-basins in rainy and dry seasons and to identify which parameters were responsible for the greater degradation. In the compliance analysis to the current limits of state legislation, it was identified that all of the sub-basins were out of the specified range for at least one of the evaluated parameters. Finally, the seasonality analysis exposed significant differences in the parameters of dissolved oxygen, turbidity, total suspended solids, total solids and water temperature, where it was shown that there was a worsening of water quality in the rainy season for most sub-basins.
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spelling Spatial-temporal analysis of the surface water quality of the Pará River Basin through statistical techniquesnon-parametric testsPará River Hydrographic Basinsurface waterwater quality.Abstract Water quality issues are a growing concern due to the the recent intensification of urbanization and industrialization. This paper evaluates and compares the surface water quality of the ten sub-basins of the Pará River, located in the São Francisco River Basin, Minas Gerais, and evaluates the impact of seasonality and the compliance with the current limits of state legislation. The surface water quality monitoring database of the Institute of Water Management of Minas Gerais (Igam) was used, and 18 parameters were analyzed from a historical series from 2008 to 2016, totaling 16,651 observations. First, the descriptive statistics of the parameters were calculated, considering each sub-basin separately. Then, for the temporal and spatial analysis, the Kruskal-Wallis nonparametric statistical tests were applied, followed by the multiple comparison test, with an alpha level of 5%, due to the asymmetric behavior of the data. Thus, it was possible to compare water quality of the sub-basins in rainy and dry seasons and to identify which parameters were responsible for the greater degradation. In the compliance analysis to the current limits of state legislation, it was identified that all of the sub-basins were out of the specified range for at least one of the evaluated parameters. Finally, the seasonality analysis exposed significant differences in the parameters of dissolved oxygen, turbidity, total suspended solids, total solids and water temperature, where it was shown that there was a worsening of water quality in the rainy season for most sub-basins.Instituto de Pesquisas Ambientais em Bacias Hidrográficas2019-01-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S1980-993X2019000100310Revista Ambiente & Água v.14 n.1 2019reponame:Revista Ambiente & Águainstname:Instituto de Pesquisas Ambientais em Bacias Hidrográficas (IPABHI)instacron:IPABHI10.4136/ambi-agua.2322info:eu-repo/semantics/openAccessOliveira,Josiani Cordova deMaia,Kelly PradoCastro,Nara Linhares Borges deOliveira,Sílvia Maria Alves Corrêaeng2019-01-30T00:00:00Zoai:scielo:S1980-993X2019000100310Revistahttp://www.ambi-agua.net/PUBhttps://old.scielo.br/oai/scielo-oai.php||ambi.agua@gmail.com1980-993X1980-993Xopendoar:2019-01-30T00:00Revista Ambiente & Água - Instituto de Pesquisas Ambientais em Bacias Hidrográficas (IPABHI)false
dc.title.none.fl_str_mv Spatial-temporal analysis of the surface water quality of the Pará River Basin through statistical techniques
title Spatial-temporal analysis of the surface water quality of the Pará River Basin through statistical techniques
spellingShingle Spatial-temporal analysis of the surface water quality of the Pará River Basin through statistical techniques
Oliveira,Josiani Cordova de
non-parametric tests
Pará River Hydrographic Basin
surface water
water quality.
title_short Spatial-temporal analysis of the surface water quality of the Pará River Basin through statistical techniques
title_full Spatial-temporal analysis of the surface water quality of the Pará River Basin through statistical techniques
title_fullStr Spatial-temporal analysis of the surface water quality of the Pará River Basin through statistical techniques
title_full_unstemmed Spatial-temporal analysis of the surface water quality of the Pará River Basin through statistical techniques
title_sort Spatial-temporal analysis of the surface water quality of the Pará River Basin through statistical techniques
author Oliveira,Josiani Cordova de
author_facet Oliveira,Josiani Cordova de
Maia,Kelly Prado
Castro,Nara Linhares Borges de
Oliveira,Sílvia Maria Alves Corrêa
author_role author
author2 Maia,Kelly Prado
Castro,Nara Linhares Borges de
Oliveira,Sílvia Maria Alves Corrêa
author2_role author
author
author
dc.contributor.author.fl_str_mv Oliveira,Josiani Cordova de
Maia,Kelly Prado
Castro,Nara Linhares Borges de
Oliveira,Sílvia Maria Alves Corrêa
dc.subject.por.fl_str_mv non-parametric tests
Pará River Hydrographic Basin
surface water
water quality.
topic non-parametric tests
Pará River Hydrographic Basin
surface water
water quality.
description Abstract Water quality issues are a growing concern due to the the recent intensification of urbanization and industrialization. This paper evaluates and compares the surface water quality of the ten sub-basins of the Pará River, located in the São Francisco River Basin, Minas Gerais, and evaluates the impact of seasonality and the compliance with the current limits of state legislation. The surface water quality monitoring database of the Institute of Water Management of Minas Gerais (Igam) was used, and 18 parameters were analyzed from a historical series from 2008 to 2016, totaling 16,651 observations. First, the descriptive statistics of the parameters were calculated, considering each sub-basin separately. Then, for the temporal and spatial analysis, the Kruskal-Wallis nonparametric statistical tests were applied, followed by the multiple comparison test, with an alpha level of 5%, due to the asymmetric behavior of the data. Thus, it was possible to compare water quality of the sub-basins in rainy and dry seasons and to identify which parameters were responsible for the greater degradation. In the compliance analysis to the current limits of state legislation, it was identified that all of the sub-basins were out of the specified range for at least one of the evaluated parameters. Finally, the seasonality analysis exposed significant differences in the parameters of dissolved oxygen, turbidity, total suspended solids, total solids and water temperature, where it was shown that there was a worsening of water quality in the rainy season for most sub-basins.
publishDate 2019
dc.date.none.fl_str_mv 2019-01-01
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=S1980-993X2019000100310
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1980-993X2019000100310
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.4136/ambi-agua.2322
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 Instituto de Pesquisas Ambientais em Bacias Hidrográficas
publisher.none.fl_str_mv Instituto de Pesquisas Ambientais em Bacias Hidrográficas
dc.source.none.fl_str_mv Revista Ambiente & Água v.14 n.1 2019
reponame:Revista Ambiente & Água
instname:Instituto de Pesquisas Ambientais em Bacias Hidrográficas (IPABHI)
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instname_str Instituto de Pesquisas Ambientais em Bacias Hidrográficas (IPABHI)
instacron_str IPABHI
institution IPABHI
reponame_str Revista Ambiente & Água
collection Revista Ambiente & Água
repository.name.fl_str_mv Revista Ambiente & Água - Instituto de Pesquisas Ambientais em Bacias Hidrográficas (IPABHI)
repository.mail.fl_str_mv ||ambi.agua@gmail.com
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