A satellite-based investigation into the algae bloom variability in large water supply urban reservoirs during COVID-19 lockdown
Autor(a) principal: | |
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Data de Publicação: | 2021 |
Outros Autores: | , , , , , , |
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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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 |
|
_version_ |
1808128826076561408 |