Spatio-temporal patterns of river water quality in the semiarid northeastern Brazil

Bibliographic Details
Main Author: Freire, Letícia Lacerda
Publication Date: 2021
Other Authors: Costa, Alexandre Cunha, Lima Neto, Iran Eduardo
Format: Article
Language: eng
Source: Repositório Institucional da Universidade Federal do Ceará (UFC)
dARK ID: ark:/83112/001300002xxj3
Download full: http://www.repositorio.ufc.br/handle/riufc/73089
Summary: Non-perennial rivers have attracted significant attention due to the progressive increase in water demand and pollution, river engineering side effects and climate change. The present study investigates the interannual, seasonal and spatial variability of nine water quality variables (pH, colour, turbidity, biochemical oxygen demand, total phosphorus, total inorganic nitrogen, chlorophyll-a, total solids and thermotolerant coliforms) from 93 monitoring river sites distributed over 11 watersheds in the highly populated Brazilian semiarid region. Shapiro–Wilk and Kruskal–Wallis tests were applied for assessing data normality and statistical differences, respectively. Additionally, principal component analysis (PCA) was performed for comparison between temporal and spatial data sets, while the Standardized Precipitation Index (SPI) was used to characterize meteorological drought. The results revealed that spatial variability is more evident than temporal variability. In the temporal scale, the interannual variability is more relevant than the seasonal one. The discharge of wastewater seems to attenuate a seasonal hydrological effect on water quality. There is a deterioration of water quality in most watersheds in the drier years, even in the rainy season. This is especially for colour,
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spelling Spatio-temporal patterns of river water quality in the semiarid northeastern BrazilIntermittent riversWater pollutionDroughtSeasonalityInterannualityNon-perennial rivers have attracted significant attention due to the progressive increase in water demand and pollution, river engineering side effects and climate change. The present study investigates the interannual, seasonal and spatial variability of nine water quality variables (pH, colour, turbidity, biochemical oxygen demand, total phosphorus, total inorganic nitrogen, chlorophyll-a, total solids and thermotolerant coliforms) from 93 monitoring river sites distributed over 11 watersheds in the highly populated Brazilian semiarid region. Shapiro–Wilk and Kruskal–Wallis tests were applied for assessing data normality and statistical differences, respectively. Additionally, principal component analysis (PCA) was performed for comparison between temporal and spatial data sets, while the Standardized Precipitation Index (SPI) was used to characterize meteorological drought. The results revealed that spatial variability is more evident than temporal variability. In the temporal scale, the interannual variability is more relevant than the seasonal one. The discharge of wastewater seems to attenuate a seasonal hydrological effect on water quality. There is a deterioration of water quality in most watersheds in the drier years, even in the rainy season. This is especially for colour,Water, Air, & Soil Pollution2023-06-26T17:14:38Z2023-06-26T17:14:38Z2021info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfFREIRE, Letícia Lacerda; COSTA, Alexandre Cunha; LIMA NETO, Iran Eduardo. Spatio-temporal patterns of river water quality in the semiarid northeastern Brazil. Water, Air, & Soil Pollution, [S. l.], v. 232, n. 452, p. 1-22, 2021.1573-2932http://www.repositorio.ufc.br/handle/riufc/73089ark:/83112/001300002xxj3Freire, Letícia LacerdaCosta, Alexandre CunhaLima Neto, Iran Eduardoinfo:eu-repo/semantics/openAccessengreponame:Repositório Institucional da Universidade Federal do Ceará (UFC)instname:Universidade Federal do Ceará (UFC)instacron:UFC2023-12-07T17:08:02Zoai:repositorio.ufc.br:riufc/73089Repositório InstitucionalPUBhttp://www.repositorio.ufc.br/ri-oai/requestbu@ufc.br || repositorio@ufc.bropendoar:2023-12-07T17:08:02Repositório Institucional da Universidade Federal do Ceará (UFC) - Universidade Federal do Ceará (UFC)false
dc.title.none.fl_str_mv Spatio-temporal patterns of river water quality in the semiarid northeastern Brazil
title Spatio-temporal patterns of river water quality in the semiarid northeastern Brazil
spellingShingle Spatio-temporal patterns of river water quality in the semiarid northeastern Brazil
Freire, Letícia Lacerda
Intermittent rivers
Water pollution
Drought
Seasonality
Interannuality
title_short Spatio-temporal patterns of river water quality in the semiarid northeastern Brazil
title_full Spatio-temporal patterns of river water quality in the semiarid northeastern Brazil
title_fullStr Spatio-temporal patterns of river water quality in the semiarid northeastern Brazil
title_full_unstemmed Spatio-temporal patterns of river water quality in the semiarid northeastern Brazil
title_sort Spatio-temporal patterns of river water quality in the semiarid northeastern Brazil
author Freire, Letícia Lacerda
author_facet Freire, Letícia Lacerda
Costa, Alexandre Cunha
Lima Neto, Iran Eduardo
author_role author
author2 Costa, Alexandre Cunha
Lima Neto, Iran Eduardo
author2_role author
author
dc.contributor.author.fl_str_mv Freire, Letícia Lacerda
Costa, Alexandre Cunha
Lima Neto, Iran Eduardo
dc.subject.por.fl_str_mv Intermittent rivers
Water pollution
Drought
Seasonality
Interannuality
topic Intermittent rivers
Water pollution
Drought
Seasonality
Interannuality
description Non-perennial rivers have attracted significant attention due to the progressive increase in water demand and pollution, river engineering side effects and climate change. The present study investigates the interannual, seasonal and spatial variability of nine water quality variables (pH, colour, turbidity, biochemical oxygen demand, total phosphorus, total inorganic nitrogen, chlorophyll-a, total solids and thermotolerant coliforms) from 93 monitoring river sites distributed over 11 watersheds in the highly populated Brazilian semiarid region. Shapiro–Wilk and Kruskal–Wallis tests were applied for assessing data normality and statistical differences, respectively. Additionally, principal component analysis (PCA) was performed for comparison between temporal and spatial data sets, while the Standardized Precipitation Index (SPI) was used to characterize meteorological drought. The results revealed that spatial variability is more evident than temporal variability. In the temporal scale, the interannual variability is more relevant than the seasonal one. The discharge of wastewater seems to attenuate a seasonal hydrological effect on water quality. There is a deterioration of water quality in most watersheds in the drier years, even in the rainy season. This is especially for colour,
publishDate 2021
dc.date.none.fl_str_mv 2021
2023-06-26T17:14:38Z
2023-06-26T17:14:38Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv FREIRE, Letícia Lacerda; COSTA, Alexandre Cunha; LIMA NETO, Iran Eduardo. Spatio-temporal patterns of river water quality in the semiarid northeastern Brazil. Water, Air, & Soil Pollution, [S. l.], v. 232, n. 452, p. 1-22, 2021.
1573-2932
http://www.repositorio.ufc.br/handle/riufc/73089
dc.identifier.dark.fl_str_mv ark:/83112/001300002xxj3
identifier_str_mv FREIRE, Letícia Lacerda; COSTA, Alexandre Cunha; LIMA NETO, Iran Eduardo. Spatio-temporal patterns of river water quality in the semiarid northeastern Brazil. Water, Air, & Soil Pollution, [S. l.], v. 232, n. 452, p. 1-22, 2021.
1573-2932
ark:/83112/001300002xxj3
url http://www.repositorio.ufc.br/handle/riufc/73089
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Water, Air, & Soil Pollution
publisher.none.fl_str_mv Water, Air, & Soil Pollution
dc.source.none.fl_str_mv reponame:Repositório Institucional da Universidade Federal do Ceará (UFC)
instname:Universidade Federal do Ceará (UFC)
instacron:UFC
instname_str Universidade Federal do Ceará (UFC)
instacron_str UFC
institution UFC
reponame_str Repositório Institucional da Universidade Federal do Ceará (UFC)
collection Repositório Institucional da Universidade Federal do Ceará (UFC)
repository.name.fl_str_mv Repositório Institucional da Universidade Federal do Ceará (UFC) - Universidade Federal do Ceará (UFC)
repository.mail.fl_str_mv bu@ufc.br || repositorio@ufc.br
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