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

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...

Full description

Bibliographic Details
Main Authors: Luana Nunes Centeno, Samanta Tolentino Cecconello, Nathan Belluzzo da Silveira, Rodrigo Valandro Mazzaro
Format: Article
Language:English
Published: Instituto Federal de Educação, Ciência e Tecnologia do Rio Grande do Norte 2020-02-01
Series:Holos
Subjects:
Online Access:http://www2.ifrn.edu.br/ojs/index.php/HOLOS/article/view/8858
id doaj-7e854ce469aa410caf6b32952375f7b3
record_format Article
spelling doaj-7e854ce469aa410caf6b32952375f7b32020-11-25T03:23:05ZengInstituto Federal de Educação, Ciência e Tecnologia do Rio Grande do NorteHolos1807-16002020-02-011011110.15628/holos.2020.88582292CANONIC CORRELATION BETWEEN QUALITY PARAMETERS OF RIVER WATER LOCATED IN RIO GRANDE DO SUL SOUTHLuana Nunes Centeno0Samanta Tolentino Cecconello1Nathan Belluzzo da Silveira2Rodrigo Valandro Mazzaro3Universidade Federal de Pelotas/Doutoranda no Programa de Pós Graduação em Recursos Hídricos.Professora (Coordenadoria dos Cursos Superiores de Tecnologia em Gestão e Saneamento Ambiental)Graduando em Engenharia de Controle e Automação na Universidade Federal de PelotasGraduando no curso de Engenharia Agrícola pela Universidade Federal de Pelotas.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.http://www2.ifrn.edu.br/ojs/index.php/HOLOS/article/view/8858environmental monitoring, fepam, software r and water quality
collection DOAJ
language English
format Article
sources DOAJ
author Luana Nunes Centeno
Samanta Tolentino Cecconello
Nathan Belluzzo da Silveira
Rodrigo Valandro Mazzaro
spellingShingle Luana Nunes Centeno
Samanta Tolentino Cecconello
Nathan Belluzzo da Silveira
Rodrigo Valandro Mazzaro
CANONIC CORRELATION BETWEEN QUALITY PARAMETERS OF RIVER WATER LOCATED IN RIO GRANDE DO SUL SOUTH
Holos
environmental monitoring, fepam, software r and water quality
author_facet Luana Nunes Centeno
Samanta Tolentino Cecconello
Nathan Belluzzo da Silveira
Rodrigo Valandro Mazzaro
author_sort Luana Nunes Centeno
title CANONIC CORRELATION BETWEEN QUALITY PARAMETERS OF RIVER WATER LOCATED IN RIO GRANDE DO SUL SOUTH
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
publisher Instituto Federal de Educação, Ciência e Tecnologia do Rio Grande do Norte
series Holos
issn 1807-1600
publishDate 2020-02-01
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.
topic environmental monitoring, fepam, software r and water quality
url http://www2.ifrn.edu.br/ojs/index.php/HOLOS/article/view/8858
work_keys_str_mv AT luananunescenteno canoniccorrelationbetweenqualityparametersofriverwaterlocatedinriograndedosulsouth
AT samantatolentinocecconello canoniccorrelationbetweenqualityparametersofriverwaterlocatedinriograndedosulsouth
AT nathanbelluzzodasilveira canoniccorrelationbetweenqualityparametersofriverwaterlocatedinriograndedosulsouth
AT rodrigovalandromazzaro canoniccorrelationbetweenqualityparametersofriverwaterlocatedinriograndedosulsouth
_version_ 1724607970697805824