Increased chlorophyll-a concentration in Barra Bonita reservoir during extreme drought periods

Detalhes bibliográficos
Autor(a) principal: Jang, Matheus Tae Geun [UNESP]
Data de Publicação: 2022
Outros Autores: Alcântara, Enner [UNESP], Rodrigues, Thanan, Park, Edward, Ogashawara, Igor, Marengo, José A
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1016/j.scitotenv.2022.157106
http://hdl.handle.net/11449/240737
Resumo: Climate projections models indicate that longer periods of droughts are expected within the next 100 years in various parts of South America. To understand the effects of longer periods of droughts on aquatic environments, we investigated the response of chlorophyll-a (Chl-a) concentration to recent severe drought events in the Barra Bonita Hydroelectric Reservoir (BBHR) in São Paulo State, Brazil. We used satellite imagery to estimate the Chl-a concentration from 2014 to 2020 using the Slope Index (NRMSE of 18.92% and bias of -0.20 mg m-3). Ancillary data such as precipitation, water level and air temperature from the same period were also used. Drought events were identified using the standardized precipitation index (SPI). In addition, we computed the probability of future drought events. Two periods showed extremely dry conditions: 1) January-February (2014) and 2) April-May (2020). Both periods were characterized by a recurrence probability of 1in every 50 years. The highest correlation was observed between Chl-a concentration and SPI (-0.97) in 2014, while Chl-a had had the highest correlation with water level (-0.59) in 2020. These results provide new insights into the influence of extreme drought events on the Chl-a concentration in the BBHR and their relationship with other climate variables and reservoir water levels. Drought events imply less rainfall, higher temperatures, and atmospheric dryness, and these factors affect evaporation and the water levels in the reservoir.
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spelling Increased chlorophyll-a concentration in Barra Bonita reservoir during extreme drought periodsAlgae bloomExtreme eventsInland waters bodyRemote sensingClimate projections models indicate that longer periods of droughts are expected within the next 100 years in various parts of South America. To understand the effects of longer periods of droughts on aquatic environments, we investigated the response of chlorophyll-a (Chl-a) concentration to recent severe drought events in the Barra Bonita Hydroelectric Reservoir (BBHR) in São Paulo State, Brazil. We used satellite imagery to estimate the Chl-a concentration from 2014 to 2020 using the Slope Index (NRMSE of 18.92% and bias of -0.20 mg m-3). Ancillary data such as precipitation, water level and air temperature from the same period were also used. Drought events were identified using the standardized precipitation index (SPI). In addition, we computed the probability of future drought events. Two periods showed extremely dry conditions: 1) January-February (2014) and 2) April-May (2020). Both periods were characterized by a recurrence probability of 1in every 50 years. The highest correlation was observed between Chl-a concentration and SPI (-0.97) in 2014, while Chl-a had had the highest correlation with water level (-0.59) in 2020. These results provide new insights into the influence of extreme drought events on the Chl-a concentration in the BBHR and their relationship with other climate variables and reservoir water levels. Drought events imply less rainfall, higher temperatures, and atmospheric dryness, and these factors affect evaporation and the water levels in the reservoir.Institute of Science and Technology São Paulo State UniversityFederal Institute of Education Science and Technology of Brasília DFNational Institute of Education and Earth Observatory of Singapore Nanyang Technological UniversityLeibniz-Institute of Freshwater Ecology and Inland FisheriesNational Center for Monitoring and Early Warning of Natural Disasters (Cemaden)Institute of Science and Technology São Paulo State UniversityUniversidade Estadual Paulista (UNESP)DFNanyang Technological UniversityLeibniz-Institute of Freshwater Ecology and Inland FisheriesNational Center for Monitoring and Early Warning of Natural Disasters (Cemaden)Jang, Matheus Tae Geun [UNESP]Alcântara, Enner [UNESP]Rodrigues, ThananPark, EdwardOgashawara, IgorMarengo, José A2023-03-01T20:30:36Z2023-03-01T20:30:36Z2022-10-15info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article157106http://dx.doi.org/10.1016/j.scitotenv.2022.157106The Science of the total environment, v. 843, p. 157106-.1879-1026http://hdl.handle.net/11449/24073710.1016/j.scitotenv.2022.1571062-s2.0-85137008599Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengThe Science of the total environmentinfo:eu-repo/semantics/openAccess2023-03-01T20:30:36Zoai:repositorio.unesp.br:11449/240737Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T23:23:33.162880Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Increased chlorophyll-a concentration in Barra Bonita reservoir during extreme drought periods
title Increased chlorophyll-a concentration in Barra Bonita reservoir during extreme drought periods
spellingShingle Increased chlorophyll-a concentration in Barra Bonita reservoir during extreme drought periods
Jang, Matheus Tae Geun [UNESP]
Algae bloom
Extreme events
Inland waters body
Remote sensing
title_short Increased chlorophyll-a concentration in Barra Bonita reservoir during extreme drought periods
title_full Increased chlorophyll-a concentration in Barra Bonita reservoir during extreme drought periods
title_fullStr Increased chlorophyll-a concentration in Barra Bonita reservoir during extreme drought periods
title_full_unstemmed Increased chlorophyll-a concentration in Barra Bonita reservoir during extreme drought periods
title_sort Increased chlorophyll-a concentration in Barra Bonita reservoir during extreme drought periods
author Jang, Matheus Tae Geun [UNESP]
author_facet Jang, Matheus Tae Geun [UNESP]
Alcântara, Enner [UNESP]
Rodrigues, Thanan
Park, Edward
Ogashawara, Igor
Marengo, José A
author_role author
author2 Alcântara, Enner [UNESP]
Rodrigues, Thanan
Park, Edward
Ogashawara, Igor
Marengo, José A
author2_role author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (UNESP)
DF
Nanyang Technological University
Leibniz-Institute of Freshwater Ecology and Inland Fisheries
National Center for Monitoring and Early Warning of Natural Disasters (Cemaden)
dc.contributor.author.fl_str_mv Jang, Matheus Tae Geun [UNESP]
Alcântara, Enner [UNESP]
Rodrigues, Thanan
Park, Edward
Ogashawara, Igor
Marengo, José A
dc.subject.por.fl_str_mv Algae bloom
Extreme events
Inland waters body
Remote sensing
topic Algae bloom
Extreme events
Inland waters body
Remote sensing
description Climate projections models indicate that longer periods of droughts are expected within the next 100 years in various parts of South America. To understand the effects of longer periods of droughts on aquatic environments, we investigated the response of chlorophyll-a (Chl-a) concentration to recent severe drought events in the Barra Bonita Hydroelectric Reservoir (BBHR) in São Paulo State, Brazil. We used satellite imagery to estimate the Chl-a concentration from 2014 to 2020 using the Slope Index (NRMSE of 18.92% and bias of -0.20 mg m-3). Ancillary data such as precipitation, water level and air temperature from the same period were also used. Drought events were identified using the standardized precipitation index (SPI). In addition, we computed the probability of future drought events. Two periods showed extremely dry conditions: 1) January-February (2014) and 2) April-May (2020). Both periods were characterized by a recurrence probability of 1in every 50 years. The highest correlation was observed between Chl-a concentration and SPI (-0.97) in 2014, while Chl-a had had the highest correlation with water level (-0.59) in 2020. These results provide new insights into the influence of extreme drought events on the Chl-a concentration in the BBHR and their relationship with other climate variables and reservoir water levels. Drought events imply less rainfall, higher temperatures, and atmospheric dryness, and these factors affect evaporation and the water levels in the reservoir.
publishDate 2022
dc.date.none.fl_str_mv 2022-10-15
2023-03-01T20:30:36Z
2023-03-01T20:30:36Z
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 http://dx.doi.org/10.1016/j.scitotenv.2022.157106
The Science of the total environment, v. 843, p. 157106-.
1879-1026
http://hdl.handle.net/11449/240737
10.1016/j.scitotenv.2022.157106
2-s2.0-85137008599
url http://dx.doi.org/10.1016/j.scitotenv.2022.157106
http://hdl.handle.net/11449/240737
identifier_str_mv The Science of the total environment, v. 843, p. 157106-.
1879-1026
10.1016/j.scitotenv.2022.157106
2-s2.0-85137008599
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv The Science of the total environment
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 157106
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
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