Impact of climate change on monthly streamflow in the Verde River Basin using two hydrological models

Detalhes bibliográficos
Autor(a) principal: Carvalho, Vinícius Siqueira Oliveira
Data de Publicação: 2021
Outros Autores: Alvarenga, Lívia Alves, Oliveira, Conceição de Maria Marques de, Tomasella, Javier, Colombo, Alberto, Melo, Pâmela Aparecida
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UFLA
Texto Completo: http://repositorio.ufla.br/jspui/handle/1/49700
Resumo: This study assessed the impact of climate change on monthly streamflow in the Verde River Basin, located in the Grande River Basin headwater. For this purpose, the SWAT and VIC hydrological models were used to simulate the monthly streamflow under RCP4.5 and RCP8.5 scenarios, obtained by Regional Climate Models Eta-HadGEM2-ES, Eta-CanESM2 and Eta-MIROC5 in the baseline period (1961-2005) and three time-slice (2011-2040, 2041-2070, and 2071-2099) inputs. At the end of the century, the Eta-HadGEM2-ES showed larger decrease of precipitation in both radiative scenarios, with an annual reduction of 17.4 (RCP4.5) and 32.3% (RCP8.5), while the Eta-CanESM2 indicated major warming, with an annual increase of 4.7 and 10.2°C under RCP4.5 and RCP8.5, respectively. As well as precipitation changes, the Eta-HadGEM2-ES also showed greater impacts on streamflow under RCP4.5 for the first time-slice (2011-2040), with an annual decrease of 58.0% for both hydrological models, and for the RCP8.5 scenario by the end the century (2071-2099), with an annual reduction of 54.0 (VIC model) and 56.8% (SWAT model). Regarding monthly streamflow, the Eta-HadGEM2-ES and Eta-CanESM2 inputs indicated decrease under the RCP8.5 scenario by the end the century, varying from 7.2 to 66.3 % (VIC model) and 37.0 to 64.7% (SWAT model). In general, Eta-MIROC5 presented the opposite in terms of direction in the simulations with both hydrological models at the end of the century. Combined effects of climate models, hydrological model structures and scenarios of climate change should be considered in assessments of uncertainties of climate change impacts.
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spelling Impact of climate change on monthly streamflow in the Verde River Basin using two hydrological modelsImpactos das mudanças climáticas na vazão mensal da bacia do Rio Verde usando dois modelos hidrológicosClimate changeEta-CanESM2Eta-HadGEM2-ESEta-MIROC5SWAT modelVIC modelMudanças climáticasModelo SWATModelo VICThis study assessed the impact of climate change on monthly streamflow in the Verde River Basin, located in the Grande River Basin headwater. For this purpose, the SWAT and VIC hydrological models were used to simulate the monthly streamflow under RCP4.5 and RCP8.5 scenarios, obtained by Regional Climate Models Eta-HadGEM2-ES, Eta-CanESM2 and Eta-MIROC5 in the baseline period (1961-2005) and three time-slice (2011-2040, 2041-2070, and 2071-2099) inputs. At the end of the century, the Eta-HadGEM2-ES showed larger decrease of precipitation in both radiative scenarios, with an annual reduction of 17.4 (RCP4.5) and 32.3% (RCP8.5), while the Eta-CanESM2 indicated major warming, with an annual increase of 4.7 and 10.2°C under RCP4.5 and RCP8.5, respectively. As well as precipitation changes, the Eta-HadGEM2-ES also showed greater impacts on streamflow under RCP4.5 for the first time-slice (2011-2040), with an annual decrease of 58.0% for both hydrological models, and for the RCP8.5 scenario by the end the century (2071-2099), with an annual reduction of 54.0 (VIC model) and 56.8% (SWAT model). Regarding monthly streamflow, the Eta-HadGEM2-ES and Eta-CanESM2 inputs indicated decrease under the RCP8.5 scenario by the end the century, varying from 7.2 to 66.3 % (VIC model) and 37.0 to 64.7% (SWAT model). In general, Eta-MIROC5 presented the opposite in terms of direction in the simulations with both hydrological models at the end of the century. Combined effects of climate models, hydrological model structures and scenarios of climate change should be considered in assessments of uncertainties of climate change impacts.O objetivo deste estudo foi avaliar os impactos das mudanças climáticas nas vazões mensais da bacia hidrográfica do rio Verde, localizada na bacia hidrográfica de cabeceira do rio Grande. Para este propósito, os modelos hidrológicos SWAT e VIC foram usados ​​para simular a vazão mensal sob os cenários RCP4.5 e RCP8.5, obtidos pelos Modelos Climáticos Regionais Eta-HadGEM2-ES, Eta-CanESM2 e Eta-MIROC5 no clima presente (1961- 2005) e em três intervalos de clima (2011-2040, 2041-2070 e 2071-2099). No final do século, o Eta-HadGEM2-ES apresentou maior redução da precipitação em ambos os cenários radiativos, com uma redução anual de 17,4% (RCP4.5) e 32.3% (RCP8.5), enquanto o Eta-CanESM2 indicou maior aquecimento, com um aumento anual de 4,7 °C e 10,2°C para RCP4.5 e RCP8.5, respectivamente. Assim como as mudanças de precipitação, o Eta-HadGEM2-ES também mostrou maiores impactos na vazão sob o RCP4.5 no primeiro intervalo de clima (2011-2040), com redução anual de 58,0% para ambos os modelos hidrológicos, e para o cenário RCP8.5 no final do século (2071-2099), com redução anual de 54,0 (modelo VIC) e 56,8% (modelo SWAT). Na vazão mensal, as entradas do Eta-HadGEM2-ES e o Eta-CanESM2 indicaram queda no cenário RCP8.5 até o final do século, variando de 7,2 a 66,3% (modelo VIC) e 37,0 a 64,7% (modelo SWAT). Em geral, o Eta-MIROC5 apresentou o contrário em termos de direção nas simulações com os dois modelos hidrológicos no final do século. Efeitos combinados de modelos climáticos, estruturas de modelos hidrológicos e cenários de mudanças climáticas devem ser considerados nas avaliações de incertezas dos impactos das mudanças climáticas.Instituto de Pesquisas Ambientais em Bacias Hidrográficas (IPABHi)2022-04-07T15:40:34Z2022-04-07T15:40:34Z2021info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfCARVALHO, V. S. O. et al. Impact of climate change on monthly streamflow in the Verde River Basin using two hydrological models. Revista Ambiente e Água, Taubaté, v. 16, n. 4, p. 1-17, 2021. DOI: 10.4136/ambi-agua.2683.http://repositorio.ufla.br/jspui/handle/1/49700Revista Ambiente e Águareponame:Repositório Institucional da UFLAinstname:Universidade Federal de Lavras (UFLA)instacron:UFLAAttribution 4.0 Internationalhttp://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccessCarvalho, Vinícius Siqueira OliveiraAlvarenga, Lívia AlvesOliveira, Conceição de Maria Marques deTomasella, JavierColombo, AlbertoMelo, Pâmela Aparecidaeng2022-04-07T15:40:35Zoai:localhost:1/49700Repositório InstitucionalPUBhttp://repositorio.ufla.br/oai/requestnivaldo@ufla.br || repositorio.biblioteca@ufla.bropendoar:2022-04-07T15:40:35Repositório Institucional da UFLA - Universidade Federal de Lavras (UFLA)false
dc.title.none.fl_str_mv Impact of climate change on monthly streamflow in the Verde River Basin using two hydrological models
Impactos das mudanças climáticas na vazão mensal da bacia do Rio Verde usando dois modelos hidrológicos
title Impact of climate change on monthly streamflow in the Verde River Basin using two hydrological models
spellingShingle Impact of climate change on monthly streamflow in the Verde River Basin using two hydrological models
Carvalho, Vinícius Siqueira Oliveira
Climate change
Eta-CanESM2
Eta-HadGEM2-ES
Eta-MIROC5
SWAT model
VIC model
Mudanças climáticas
Modelo SWAT
Modelo VIC
title_short Impact of climate change on monthly streamflow in the Verde River Basin using two hydrological models
title_full Impact of climate change on monthly streamflow in the Verde River Basin using two hydrological models
title_fullStr Impact of climate change on monthly streamflow in the Verde River Basin using two hydrological models
title_full_unstemmed Impact of climate change on monthly streamflow in the Verde River Basin using two hydrological models
title_sort Impact of climate change on monthly streamflow in the Verde River Basin using two hydrological models
author Carvalho, Vinícius Siqueira Oliveira
author_facet Carvalho, Vinícius Siqueira Oliveira
Alvarenga, Lívia Alves
Oliveira, Conceição de Maria Marques de
Tomasella, Javier
Colombo, Alberto
Melo, Pâmela Aparecida
author_role author
author2 Alvarenga, Lívia Alves
Oliveira, Conceição de Maria Marques de
Tomasella, Javier
Colombo, Alberto
Melo, Pâmela Aparecida
author2_role author
author
author
author
author
dc.contributor.author.fl_str_mv Carvalho, Vinícius Siqueira Oliveira
Alvarenga, Lívia Alves
Oliveira, Conceição de Maria Marques de
Tomasella, Javier
Colombo, Alberto
Melo, Pâmela Aparecida
dc.subject.por.fl_str_mv Climate change
Eta-CanESM2
Eta-HadGEM2-ES
Eta-MIROC5
SWAT model
VIC model
Mudanças climáticas
Modelo SWAT
Modelo VIC
topic Climate change
Eta-CanESM2
Eta-HadGEM2-ES
Eta-MIROC5
SWAT model
VIC model
Mudanças climáticas
Modelo SWAT
Modelo VIC
description This study assessed the impact of climate change on monthly streamflow in the Verde River Basin, located in the Grande River Basin headwater. For this purpose, the SWAT and VIC hydrological models were used to simulate the monthly streamflow under RCP4.5 and RCP8.5 scenarios, obtained by Regional Climate Models Eta-HadGEM2-ES, Eta-CanESM2 and Eta-MIROC5 in the baseline period (1961-2005) and three time-slice (2011-2040, 2041-2070, and 2071-2099) inputs. At the end of the century, the Eta-HadGEM2-ES showed larger decrease of precipitation in both radiative scenarios, with an annual reduction of 17.4 (RCP4.5) and 32.3% (RCP8.5), while the Eta-CanESM2 indicated major warming, with an annual increase of 4.7 and 10.2°C under RCP4.5 and RCP8.5, respectively. As well as precipitation changes, the Eta-HadGEM2-ES also showed greater impacts on streamflow under RCP4.5 for the first time-slice (2011-2040), with an annual decrease of 58.0% for both hydrological models, and for the RCP8.5 scenario by the end the century (2071-2099), with an annual reduction of 54.0 (VIC model) and 56.8% (SWAT model). Regarding monthly streamflow, the Eta-HadGEM2-ES and Eta-CanESM2 inputs indicated decrease under the RCP8.5 scenario by the end the century, varying from 7.2 to 66.3 % (VIC model) and 37.0 to 64.7% (SWAT model). In general, Eta-MIROC5 presented the opposite in terms of direction in the simulations with both hydrological models at the end of the century. Combined effects of climate models, hydrological model structures and scenarios of climate change should be considered in assessments of uncertainties of climate change impacts.
publishDate 2021
dc.date.none.fl_str_mv 2021
2022-04-07T15:40:34Z
2022-04-07T15:40:34Z
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 CARVALHO, V. S. O. et al. Impact of climate change on monthly streamflow in the Verde River Basin using two hydrological models. Revista Ambiente e Água, Taubaté, v. 16, n. 4, p. 1-17, 2021. DOI: 10.4136/ambi-agua.2683.
http://repositorio.ufla.br/jspui/handle/1/49700
identifier_str_mv CARVALHO, V. S. O. et al. Impact of climate change on monthly streamflow in the Verde River Basin using two hydrological models. Revista Ambiente e Água, Taubaté, v. 16, n. 4, p. 1-17, 2021. DOI: 10.4136/ambi-agua.2683.
url http://repositorio.ufla.br/jspui/handle/1/49700
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv Attribution 4.0 International
http://creativecommons.org/licenses/by/4.0/
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Attribution 4.0 International
http://creativecommons.org/licenses/by/4.0/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Instituto de Pesquisas Ambientais em Bacias Hidrográficas (IPABHi)
publisher.none.fl_str_mv Instituto de Pesquisas Ambientais em Bacias Hidrográficas (IPABHi)
dc.source.none.fl_str_mv Revista Ambiente e Água
reponame:Repositório Institucional da UFLA
instname:Universidade Federal de Lavras (UFLA)
instacron:UFLA
instname_str Universidade Federal de Lavras (UFLA)
instacron_str UFLA
institution UFLA
reponame_str Repositório Institucional da UFLA
collection Repositório Institucional da UFLA
repository.name.fl_str_mv Repositório Institucional da UFLA - Universidade Federal de Lavras (UFLA)
repository.mail.fl_str_mv nivaldo@ufla.br || repositorio.biblioteca@ufla.br
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