Hydrological simulation using SWAT model in headwater basin in Southeast Brazil

Detalhes bibliográficos
Autor(a) principal: Pereira, Donizete dos R.
Data de Publicação: 2014
Outros Autores: Martinez, Mauro A., Pruski, Fernando F., Silva, Demetrius D. da, Zonta, João H., Almeida, André Q. de
Tipo de documento: Artigo
Idioma: eng
Título da fonte: LOCUS Repositório Institucional da UFV
Texto Completo: http://dx.doi.org/10.1590/S0100-69162014000400018
https://locus.ufv.br//handle/123456789/27013
Resumo: Hydrological models are important tools that have been used in water resource planning and management. Thus, the aim of this work was to calibrate and validate in a daily time scale, the SWAT model (Soil and Water Assessment Tool) to the watershed of the Galo creek , located in Espírito Santo State. To conduct the study we used georeferenced maps of relief, soil type and use, in addition to historical daily time series of basin climate and flow. In modeling were used time series corresponding to the periods Jan 1, 1995 to Dec 31, 2000 and Jan 1, 2001 to Dec 20, 2003 for calibration and validation, respectively. Model performance evaluation was done using the Nash-Sutcliffe coefficient (ENS) and the percentage of bias (PBIAS). SWAT evaluation was also done in the simulation of the following hydrological variables: maximum and minimum annual daily flowsand minimum reference flows, Q90 and Q95, based on mean absolute error. ENS and PBIAS were, respectively, 0.65 and 7.2% and 0.70 and 14.1%, for calibration and validation, indicating a satisfactory performance for the model. SWAT adequately simulated minimum annual daily flow and the reference flows, Q90 and Q95; it was not suitable in the simulation of maximum annual daily flows.
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spelling Hydrological simulation using SWAT model in headwater basin in Southeast BrazilHydrological modelingCalibrationValidationModelagem hidrológicaSWATCalibraçãoValidaçãoHydrological models are important tools that have been used in water resource planning and management. Thus, the aim of this work was to calibrate and validate in a daily time scale, the SWAT model (Soil and Water Assessment Tool) to the watershed of the Galo creek , located in Espírito Santo State. To conduct the study we used georeferenced maps of relief, soil type and use, in addition to historical daily time series of basin climate and flow. In modeling were used time series corresponding to the periods Jan 1, 1995 to Dec 31, 2000 and Jan 1, 2001 to Dec 20, 2003 for calibration and validation, respectively. Model performance evaluation was done using the Nash-Sutcliffe coefficient (ENS) and the percentage of bias (PBIAS). SWAT evaluation was also done in the simulation of the following hydrological variables: maximum and minimum annual daily flowsand minimum reference flows, Q90 and Q95, based on mean absolute error. ENS and PBIAS were, respectively, 0.65 and 7.2% and 0.70 and 14.1%, for calibration and validation, indicating a satisfactory performance for the model. SWAT adequately simulated minimum annual daily flow and the reference flows, Q90 and Q95; it was not suitable in the simulation of maximum annual daily flows.Os modelos hidrológicos são ferramentas importantes que vêm sendo utilizadas no planejamento e na gestão dos recursos hídricos. Assim, objetivou-se com este trabalho calibrar e validar, numa escala de tempo diária, o modelo SWAT (Soil and Water Assesment Tool) para a bacia hidrográfica do Córrego do Galo, situada no Estado do Espírito Santo. Para a realização do estudo foram utilizados mapas georreferenciados de relevo, tipo e uso do solo, além de séries históricas diárias de clima e vazão da bacia. Na modelagem foram utilizadas séries temporais correspondentes aos períodos de 1o-1- 1995 a 31-12-2000 e 1º-1-2001 a 20-12-2013, para a calibração e validação, respectivamente. A avaliação do desempenho do modelo foi realizada usando os coeficientes de Nash-Sutcliffe (ENS) e percentual de viés (PBIAS). Também foram feitas avaliações do SWAT na simulação das seguintes variáveis hidrológicas: vazões máximas e mínimas diárias anuais; e vazões mínimas de referência Q90 e Q95, com base no erro médio absoluto. Os valores de ENS e PBIAS foram de 0,65 e 7.2% e 0,70 e 14.1%, na calibração e na validação, respectivamente, indicando desempenho satisfatório do modelo. O SWAT simulou adequadamente as vazões mínimas diárias anuais e as de referência para outorga Q90 e Q95 e não foi adequado na simulação das vazões máximas diárias anuais.Engenharia Agrícola2019-09-16T11:44:10Z2019-09-16T11:44:10Z2014-07info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlepdfapplication/pdf1809-4430http://dx.doi.org/10.1590/S0100-69162014000400018https://locus.ufv.br//handle/123456789/27013engv. 34, n. 04, p. 789- 799, jul./ ago. 2014Pereira, Donizete dos R.Martinez, Mauro A.Pruski, Fernando F.Silva, Demetrius D. daZonta, João H.Almeida, André Q. deinfo:eu-repo/semantics/openAccessreponame:LOCUS Repositório Institucional da UFVinstname:Universidade Federal de Viçosa (UFV)instacron:UFV2024-07-12T08:33:38Zoai:locus.ufv.br:123456789/27013Repositório InstitucionalPUBhttps://www.locus.ufv.br/oai/requestfabiojreis@ufv.bropendoar:21452024-07-12T08:33:38LOCUS Repositório Institucional da UFV - Universidade Federal de Viçosa (UFV)false
dc.title.none.fl_str_mv Hydrological simulation using SWAT model in headwater basin in Southeast Brazil
title Hydrological simulation using SWAT model in headwater basin in Southeast Brazil
spellingShingle Hydrological simulation using SWAT model in headwater basin in Southeast Brazil
Pereira, Donizete dos R.
Hydrological modeling
Calibration
Validation
Modelagem hidrológica
SWAT
Calibração
Validação
title_short Hydrological simulation using SWAT model in headwater basin in Southeast Brazil
title_full Hydrological simulation using SWAT model in headwater basin in Southeast Brazil
title_fullStr Hydrological simulation using SWAT model in headwater basin in Southeast Brazil
title_full_unstemmed Hydrological simulation using SWAT model in headwater basin in Southeast Brazil
title_sort Hydrological simulation using SWAT model in headwater basin in Southeast Brazil
author Pereira, Donizete dos R.
author_facet Pereira, Donizete dos R.
Martinez, Mauro A.
Pruski, Fernando F.
Silva, Demetrius D. da
Zonta, João H.
Almeida, André Q. de
author_role author
author2 Martinez, Mauro A.
Pruski, Fernando F.
Silva, Demetrius D. da
Zonta, João H.
Almeida, André Q. de
author2_role author
author
author
author
author
dc.contributor.author.fl_str_mv Pereira, Donizete dos R.
Martinez, Mauro A.
Pruski, Fernando F.
Silva, Demetrius D. da
Zonta, João H.
Almeida, André Q. de
dc.subject.por.fl_str_mv Hydrological modeling
Calibration
Validation
Modelagem hidrológica
SWAT
Calibração
Validação
topic Hydrological modeling
Calibration
Validation
Modelagem hidrológica
SWAT
Calibração
Validação
description Hydrological models are important tools that have been used in water resource planning and management. Thus, the aim of this work was to calibrate and validate in a daily time scale, the SWAT model (Soil and Water Assessment Tool) to the watershed of the Galo creek , located in Espírito Santo State. To conduct the study we used georeferenced maps of relief, soil type and use, in addition to historical daily time series of basin climate and flow. In modeling were used time series corresponding to the periods Jan 1, 1995 to Dec 31, 2000 and Jan 1, 2001 to Dec 20, 2003 for calibration and validation, respectively. Model performance evaluation was done using the Nash-Sutcliffe coefficient (ENS) and the percentage of bias (PBIAS). SWAT evaluation was also done in the simulation of the following hydrological variables: maximum and minimum annual daily flowsand minimum reference flows, Q90 and Q95, based on mean absolute error. ENS and PBIAS were, respectively, 0.65 and 7.2% and 0.70 and 14.1%, for calibration and validation, indicating a satisfactory performance for the model. SWAT adequately simulated minimum annual daily flow and the reference flows, Q90 and Q95; it was not suitable in the simulation of maximum annual daily flows.
publishDate 2014
dc.date.none.fl_str_mv 2014-07
2019-09-16T11:44:10Z
2019-09-16T11:44:10Z
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 1809-4430
http://dx.doi.org/10.1590/S0100-69162014000400018
https://locus.ufv.br//handle/123456789/27013
identifier_str_mv 1809-4430
url http://dx.doi.org/10.1590/S0100-69162014000400018
https://locus.ufv.br//handle/123456789/27013
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv v. 34, n. 04, p. 789- 799, jul./ ago. 2014
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv pdf
application/pdf
dc.publisher.none.fl_str_mv Engenharia Agrícola
publisher.none.fl_str_mv Engenharia Agrícola
dc.source.none.fl_str_mv reponame:LOCUS Repositório Institucional da UFV
instname:Universidade Federal de Viçosa (UFV)
instacron:UFV
instname_str Universidade Federal de Viçosa (UFV)
instacron_str UFV
institution UFV
reponame_str LOCUS Repositório Institucional da UFV
collection LOCUS Repositório Institucional da UFV
repository.name.fl_str_mv LOCUS Repositório Institucional da UFV - Universidade Federal de Viçosa (UFV)
repository.mail.fl_str_mv fabiojreis@ufv.br
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