Spatio-temporal patterns of river water quality in the semiarid northeastern Brazil
Main Author: | |
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Publication Date: | 2021 |
Other Authors: | , |
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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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 |
_version_ |
1834207526877396992 |