CANONIC CORRELATION BETWEEN QUALITY PARAMETERS OF RIVER WATER LOCATED IN RIO GRANDE DO SUL SOUTH

Detalhes bibliográficos
Autor(a) principal: Centeno, Luana Nunes
Data de Publicação: 2020
Outros Autores: Cecconello, Samanta Tolentino, da Silveira, Nathan Belluzzo, Mazzaro, Rodrigo Valandro
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Holos
Texto Completo: http://www2.ifrn.edu.br/ojs/index.php/HOLOS/article/view/8858
Resumo: The objective of this work was to evaluate the associations between water quality parameters in the spring / summer period and those established in the autumn / winter period, variables belonging to the Rio Tramandaí / RS. To this end, water quality secondary data provided by the State Environmental Protection Foundation Henrique Luis Roessle were used in the period from 2005-1 to 2013-2. The analysis of canonical correlation was applied, considering the original data observed, where canonical charges were estimated. In addition, Wilks' multivariate significance test was used to evaluate the significance of the canonical roots together. Finally, the redundancy index was determined as the mean square canonical charge times the canonical R². It was observed through the applied technique that only the first canonical function was shown to be significant. In relation to the canonical loads, of the function: of the parameters of quality of the water related to the spring / summer period the parameters TC, and the TN presented higher values. Because for the parameters belonging to autumn / winter the TC. presented low canonical charges. The amount of shared variance explained by the dependent canonical statistical variable was, on average, 9.5%. It is observed that the TC had the highest percentage of variance explained by the dependent canonical statistical variable, that is, 0.874. These results demonstrate the possibility of using this multivariate technique to make inferences about quality.
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spelling CANONIC CORRELATION BETWEEN QUALITY PARAMETERS OF RIVER WATER LOCATED IN RIO GRANDE DO SUL SOUTHEnvironmental MonitoringFEPAMSoftware R and Water QualityThe objective of this work was to evaluate the associations between water quality parameters in the spring / summer period and those established in the autumn / winter period, variables belonging to the Rio Tramandaí / RS. To this end, water quality secondary data provided by the State Environmental Protection Foundation Henrique Luis Roessle were used in the period from 2005-1 to 2013-2. The analysis of canonical correlation was applied, considering the original data observed, where canonical charges were estimated. In addition, Wilks' multivariate significance test was used to evaluate the significance of the canonical roots together. Finally, the redundancy index was determined as the mean square canonical charge times the canonical R². It was observed through the applied technique that only the first canonical function was shown to be significant. In relation to the canonical loads, of the function: of the parameters of quality of the water related to the spring / summer period the parameters TC, and the TN presented higher values. Because for the parameters belonging to autumn / winter the TC. presented low canonical charges. The amount of shared variance explained by the dependent canonical statistical variable was, on average, 9.5%. It is observed that the TC had the highest percentage of variance explained by the dependent canonical statistical variable, that is, 0.874. These results demonstrate the possibility of using this multivariate technique to make inferences about quality.Instituto Federal de Educação, Ciência e Tecnologia do Rio Grande do Norte2020-02-19info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttp://www2.ifrn.edu.br/ojs/index.php/HOLOS/article/view/885810.15628/holos.2020.8858HOLOS; v. 1 (2020); 1-111807-1600reponame:Holosinstname:Instituto Federal do Rio Grande do Norte (IFRN)instacron:IFRNenghttp://www2.ifrn.edu.br/ojs/index.php/HOLOS/article/view/8858/pdfCopyright (c) 2020 HOLOSinfo:eu-repo/semantics/openAccessCenteno, Luana NunesCecconello, Samanta Tolentinoda Silveira, Nathan BelluzzoMazzaro, Rodrigo Valandro2022-05-01T19:17:26Zoai:holos.ifrn.edu.br:article/8858Revistahttp://www2.ifrn.edu.br/ojs/index.php/HOLOSPUBhttp://www2.ifrn.edu.br/ojs/index.php/HOLOS/oaiholos@ifrn.edu.br||jyp.leite@ifrn.edu.br||propi@ifrn.edu.br1807-16001518-1634opendoar:2022-05-01T19:17:26Holos - Instituto Federal do Rio Grande do Norte (IFRN)false
dc.title.none.fl_str_mv CANONIC CORRELATION BETWEEN QUALITY PARAMETERS OF RIVER WATER LOCATED IN RIO GRANDE DO SUL SOUTH
title CANONIC CORRELATION BETWEEN QUALITY PARAMETERS OF RIVER WATER LOCATED IN RIO GRANDE DO SUL SOUTH
spellingShingle CANONIC CORRELATION BETWEEN QUALITY PARAMETERS OF RIVER WATER LOCATED IN RIO GRANDE DO SUL SOUTH
Centeno, Luana Nunes
Environmental Monitoring
FEPAM
Software R and Water Quality
title_short CANONIC CORRELATION BETWEEN QUALITY PARAMETERS OF RIVER WATER LOCATED IN RIO GRANDE DO SUL SOUTH
title_full CANONIC CORRELATION BETWEEN QUALITY PARAMETERS OF RIVER WATER LOCATED IN RIO GRANDE DO SUL SOUTH
title_fullStr CANONIC CORRELATION BETWEEN QUALITY PARAMETERS OF RIVER WATER LOCATED IN RIO GRANDE DO SUL SOUTH
title_full_unstemmed CANONIC CORRELATION BETWEEN QUALITY PARAMETERS OF RIVER WATER LOCATED IN RIO GRANDE DO SUL SOUTH
title_sort CANONIC CORRELATION BETWEEN QUALITY PARAMETERS OF RIVER WATER LOCATED IN RIO GRANDE DO SUL SOUTH
author Centeno, Luana Nunes
author_facet Centeno, Luana Nunes
Cecconello, Samanta Tolentino
da Silveira, Nathan Belluzzo
Mazzaro, Rodrigo Valandro
author_role author
author2 Cecconello, Samanta Tolentino
da Silveira, Nathan Belluzzo
Mazzaro, Rodrigo Valandro
author2_role author
author
author
dc.contributor.author.fl_str_mv Centeno, Luana Nunes
Cecconello, Samanta Tolentino
da Silveira, Nathan Belluzzo
Mazzaro, Rodrigo Valandro
dc.subject.por.fl_str_mv Environmental Monitoring
FEPAM
Software R and Water Quality
topic Environmental Monitoring
FEPAM
Software R and Water Quality
description The objective of this work was to evaluate the associations between water quality parameters in the spring / summer period and those established in the autumn / winter period, variables belonging to the Rio Tramandaí / RS. To this end, water quality secondary data provided by the State Environmental Protection Foundation Henrique Luis Roessle were used in the period from 2005-1 to 2013-2. The analysis of canonical correlation was applied, considering the original data observed, where canonical charges were estimated. In addition, Wilks' multivariate significance test was used to evaluate the significance of the canonical roots together. Finally, the redundancy index was determined as the mean square canonical charge times the canonical R². It was observed through the applied technique that only the first canonical function was shown to be significant. In relation to the canonical loads, of the function: of the parameters of quality of the water related to the spring / summer period the parameters TC, and the TN presented higher values. Because for the parameters belonging to autumn / winter the TC. presented low canonical charges. The amount of shared variance explained by the dependent canonical statistical variable was, on average, 9.5%. It is observed that the TC had the highest percentage of variance explained by the dependent canonical statistical variable, that is, 0.874. These results demonstrate the possibility of using this multivariate technique to make inferences about quality.
publishDate 2020
dc.date.none.fl_str_mv 2020-02-19
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://www2.ifrn.edu.br/ojs/index.php/HOLOS/article/view/8858
10.15628/holos.2020.8858
url http://www2.ifrn.edu.br/ojs/index.php/HOLOS/article/view/8858
identifier_str_mv 10.15628/holos.2020.8858
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv http://www2.ifrn.edu.br/ojs/index.php/HOLOS/article/view/8858/pdf
dc.rights.driver.fl_str_mv Copyright (c) 2020 HOLOS
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2020 HOLOS
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Instituto Federal de Educação, Ciência e Tecnologia do Rio Grande do Norte
publisher.none.fl_str_mv Instituto Federal de Educação, Ciência e Tecnologia do Rio Grande do Norte
dc.source.none.fl_str_mv HOLOS; v. 1 (2020); 1-11
1807-1600
reponame:Holos
instname:Instituto Federal do Rio Grande do Norte (IFRN)
instacron:IFRN
instname_str Instituto Federal do Rio Grande do Norte (IFRN)
instacron_str IFRN
institution IFRN
reponame_str Holos
collection Holos
repository.name.fl_str_mv Holos - Instituto Federal do Rio Grande do Norte (IFRN)
repository.mail.fl_str_mv holos@ifrn.edu.br||jyp.leite@ifrn.edu.br||propi@ifrn.edu.br
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