A satellite-based investigation into the algae bloom variability in large water supply urban reservoirs during COVID-19 lockdown

Detalhes bibliográficos
Autor(a) principal: Alcantara, Enner [UNESP]
Data de Publicação: 2021
Outros Autores: Coimbra, Keyla, Ogashawara, Igor, Rodrigues, Thanan, Mantovani, José [UNESP], Rotta, Luiz Henrique [UNESP], Park, Edward, Fernandes Cunha, Davi Gasparini
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1016/j.rsase.2021.100555
http://hdl.handle.net/11449/233151
Resumo: Here we report the first case study of the significant algae blooming in large reservoirs in relation to the COVID-19 lockdown in Sao Paulo, Brazil. Chlorophyll-a (Chl-a) and phycocyanin (PC) concentrations were estimated for the Guarapiranga and Billings reservoirs, which supply daily water use for over 20 million people and receives treated wastewater. We employed field-calibrated Sentinel 2 MSI and Landsat 8 OLI images to map the spatial patterns of Chl-a and PC over the two periods: before the lockdown (April, August and October 2019) and after the lockdown in São Paulo (April 2020). We found a significant increase in algae pigments (Chl-a and PC) in both reservoirs in April 2020, compared to the same month of 2019. We show that the episodic algae blooming is strongly related to the increased inflows of the residential wastewater from the surrounding watersheds, because the household water use has increased ~3.2% in April 2020, while the runoff into the reservoirs driven by the rainfall was much lower in 2020 compared to the previous year for the same month. In the case of Guarapiranga Reservoir, PC increased nearly 500% in April 2020 compared to April 2019. Given the importance of Billings and Guarapiranga reservoirs for the water supply of the Metropolitan Region of Sao Paulo (MRSP), the abrupt occurrence of cyanobacteria blooms related to the state's lockdown should be considered a major concern for public and environmental health of the region. Although several environmental consequences have been reported due to the COVID-19 worldwide, this study is the first to report the impact of COVID-19 on the trophic state in the tropical reservoirs.
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spelling A satellite-based investigation into the algae bloom variability in large water supply urban reservoirs during COVID-19 lockdownAlgae bloomCOVID-19CyanobacteriaWater qualityWater supplyHere we report the first case study of the significant algae blooming in large reservoirs in relation to the COVID-19 lockdown in Sao Paulo, Brazil. Chlorophyll-a (Chl-a) and phycocyanin (PC) concentrations were estimated for the Guarapiranga and Billings reservoirs, which supply daily water use for over 20 million people and receives treated wastewater. We employed field-calibrated Sentinel 2 MSI and Landsat 8 OLI images to map the spatial patterns of Chl-a and PC over the two periods: before the lockdown (April, August and October 2019) and after the lockdown in São Paulo (April 2020). We found a significant increase in algae pigments (Chl-a and PC) in both reservoirs in April 2020, compared to the same month of 2019. We show that the episodic algae blooming is strongly related to the increased inflows of the residential wastewater from the surrounding watersheds, because the household water use has increased ~3.2% in April 2020, while the runoff into the reservoirs driven by the rainfall was much lower in 2020 compared to the previous year for the same month. In the case of Guarapiranga Reservoir, PC increased nearly 500% in April 2020 compared to April 2019. Given the importance of Billings and Guarapiranga reservoirs for the water supply of the Metropolitan Region of Sao Paulo (MRSP), the abrupt occurrence of cyanobacteria blooms related to the state's lockdown should be considered a major concern for public and environmental health of the region. Although several environmental consequences have been reported due to the COVID-19 worldwide, this study is the first to report the impact of COVID-19 on the trophic state in the tropical reservoirs.Nanyang Technological UniversityFundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)Institute of Science and Technology São Paulo State University, São José dos CamposInstitute of Geosciences University of Campinas, São PauloLeibniz-Institute of Freshwater Ecology and Inland Fisheries, NeuglobsowFederal Institute of Education Science and Technology of Pará StateFaculty of Sciences and Technology São Paulo State University, São PauloNational Institute of Education Nanyang Technological UniversitySão Carlos School of Engineering University of São Paulo, São CarlosInstitute of Science and Technology São Paulo State University, São José dos CamposFaculty of Sciences and Technology São Paulo State University, São PauloFAPESP: 19/00259-0Universidade Estadual Paulista (UNESP)Universidade Estadual de Campinas (UNICAMP)Leibniz-Institute of Freshwater Ecology and Inland FisheriesScience and Technology of Pará StateNanyang Technological UniversityUniversidade de São Paulo (USP)Alcantara, Enner [UNESP]Coimbra, KeylaOgashawara, IgorRodrigues, ThananMantovani, José [UNESP]Rotta, Luiz Henrique [UNESP]Park, EdwardFernandes Cunha, Davi Gasparini2022-05-01T05:29:00Z2022-05-01T05:29:00Z2021-08-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.1016/j.rsase.2021.100555Remote Sensing Applications: Society and Environment, v. 23.2352-9385http://hdl.handle.net/11449/23315110.1016/j.rsase.2021.1005552-s2.0-85107525636Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengRemote Sensing Applications: Society and Environmentinfo:eu-repo/semantics/openAccess2024-07-04T19:06:13Zoai:repositorio.unesp.br:11449/233151Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T17:33:22.092907Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv A satellite-based investigation into the algae bloom variability in large water supply urban reservoirs during COVID-19 lockdown
title A satellite-based investigation into the algae bloom variability in large water supply urban reservoirs during COVID-19 lockdown
spellingShingle A satellite-based investigation into the algae bloom variability in large water supply urban reservoirs during COVID-19 lockdown
Alcantara, Enner [UNESP]
Algae bloom
COVID-19
Cyanobacteria
Water quality
Water supply
title_short A satellite-based investigation into the algae bloom variability in large water supply urban reservoirs during COVID-19 lockdown
title_full A satellite-based investigation into the algae bloom variability in large water supply urban reservoirs during COVID-19 lockdown
title_fullStr A satellite-based investigation into the algae bloom variability in large water supply urban reservoirs during COVID-19 lockdown
title_full_unstemmed A satellite-based investigation into the algae bloom variability in large water supply urban reservoirs during COVID-19 lockdown
title_sort A satellite-based investigation into the algae bloom variability in large water supply urban reservoirs during COVID-19 lockdown
author Alcantara, Enner [UNESP]
author_facet Alcantara, Enner [UNESP]
Coimbra, Keyla
Ogashawara, Igor
Rodrigues, Thanan
Mantovani, José [UNESP]
Rotta, Luiz Henrique [UNESP]
Park, Edward
Fernandes Cunha, Davi Gasparini
author_role author
author2 Coimbra, Keyla
Ogashawara, Igor
Rodrigues, Thanan
Mantovani, José [UNESP]
Rotta, Luiz Henrique [UNESP]
Park, Edward
Fernandes Cunha, Davi Gasparini
author2_role author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (UNESP)
Universidade Estadual de Campinas (UNICAMP)
Leibniz-Institute of Freshwater Ecology and Inland Fisheries
Science and Technology of Pará State
Nanyang Technological University
Universidade de São Paulo (USP)
dc.contributor.author.fl_str_mv Alcantara, Enner [UNESP]
Coimbra, Keyla
Ogashawara, Igor
Rodrigues, Thanan
Mantovani, José [UNESP]
Rotta, Luiz Henrique [UNESP]
Park, Edward
Fernandes Cunha, Davi Gasparini
dc.subject.por.fl_str_mv Algae bloom
COVID-19
Cyanobacteria
Water quality
Water supply
topic Algae bloom
COVID-19
Cyanobacteria
Water quality
Water supply
description Here we report the first case study of the significant algae blooming in large reservoirs in relation to the COVID-19 lockdown in Sao Paulo, Brazil. Chlorophyll-a (Chl-a) and phycocyanin (PC) concentrations were estimated for the Guarapiranga and Billings reservoirs, which supply daily water use for over 20 million people and receives treated wastewater. We employed field-calibrated Sentinel 2 MSI and Landsat 8 OLI images to map the spatial patterns of Chl-a and PC over the two periods: before the lockdown (April, August and October 2019) and after the lockdown in São Paulo (April 2020). We found a significant increase in algae pigments (Chl-a and PC) in both reservoirs in April 2020, compared to the same month of 2019. We show that the episodic algae blooming is strongly related to the increased inflows of the residential wastewater from the surrounding watersheds, because the household water use has increased ~3.2% in April 2020, while the runoff into the reservoirs driven by the rainfall was much lower in 2020 compared to the previous year for the same month. In the case of Guarapiranga Reservoir, PC increased nearly 500% in April 2020 compared to April 2019. Given the importance of Billings and Guarapiranga reservoirs for the water supply of the Metropolitan Region of Sao Paulo (MRSP), the abrupt occurrence of cyanobacteria blooms related to the state's lockdown should be considered a major concern for public and environmental health of the region. Although several environmental consequences have been reported due to the COVID-19 worldwide, this study is the first to report the impact of COVID-19 on the trophic state in the tropical reservoirs.
publishDate 2021
dc.date.none.fl_str_mv 2021-08-01
2022-05-01T05:29:00Z
2022-05-01T05:29:00Z
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.rsase.2021.100555
Remote Sensing Applications: Society and Environment, v. 23.
2352-9385
http://hdl.handle.net/11449/233151
10.1016/j.rsase.2021.100555
2-s2.0-85107525636
url http://dx.doi.org/10.1016/j.rsase.2021.100555
http://hdl.handle.net/11449/233151
identifier_str_mv Remote Sensing Applications: Society and Environment, v. 23.
2352-9385
10.1016/j.rsase.2021.100555
2-s2.0-85107525636
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Remote Sensing Applications: Society and Environment
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
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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