Automatic calibration of the SHETRAN hydrological modelling system using MSCE

Detalhes bibliográficos
Autor(a) principal: Zhang, R
Data de Publicação: 2013
Outros Autores: Santos, C.A.C, Moreira, M, Freire, P K M M, Corte-Real, J
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10174/9928
https://doi.org/10.1007/s11269-013-0395-z
Resumo: Automatic calibration is preferred because it provides an objective and extensive searching in the feasible parameter space. In this study, the Modified Shuffled Complex Evolution (MSCE) optimization algorithm is applied to automatically calibrate the physically-based spatially-distributed hydrological model SHETRAN in the 705-km2 semi-arid Cobres basin in southern Portugal, with a spatial resolution of 2 km and a temporal resolution of 1 h. Twenty-two parameters are calibrated for the main types of land-use and soil. Nash-Sutcliffe Efficiency (NSE) is 0.86 for calibration and 0.74 for validation for basin outlet; NSE is respectively 0.65 and 0.82 for calibration, 0.69 and 0.63 for validation of internal gauging stations Albernoa and Entradas. As for storm events, NSE is 0.87 and 0.64 respectively for Storms No.1 (during the calibration period) and No.4 (during the validation period) at basin outlet; it is 0.69 and 0.65 for Storm No.4 respectively at Albernoa andEntradas. The results are satisfactory not only for basin outlet but also for internal gauging stations.
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spelling Automatic calibration of the SHETRAN hydrological modelling system using MSCEOptimizationPhysically-basedspatially-distributedhydrologicalmodellingSHETRANMSCECobres basinInternal model validationAutomatic calibration is preferred because it provides an objective and extensive searching in the feasible parameter space. In this study, the Modified Shuffled Complex Evolution (MSCE) optimization algorithm is applied to automatically calibrate the physically-based spatially-distributed hydrological model SHETRAN in the 705-km2 semi-arid Cobres basin in southern Portugal, with a spatial resolution of 2 km and a temporal resolution of 1 h. Twenty-two parameters are calibrated for the main types of land-use and soil. Nash-Sutcliffe Efficiency (NSE) is 0.86 for calibration and 0.74 for validation for basin outlet; NSE is respectively 0.65 and 0.82 for calibration, 0.69 and 0.63 for validation of internal gauging stations Albernoa and Entradas. As for storm events, NSE is 0.87 and 0.64 respectively for Storms No.1 (during the calibration period) and No.4 (during the validation period) at basin outlet; it is 0.69 and 0.65 for Storm No.4 respectively at Albernoa andEntradas. The results are satisfactory not only for basin outlet but also for internal gauging stations.Springer Netherlands.2014-01-23T10:36:53Z2014-01-232013-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://hdl.handle.net/10174/9928http://hdl.handle.net/10174/9928https://doi.org/10.1007/s11269-013-0395-zengZhang, R., Santos, C. A. G., Moreira, M., Freire, P. K. M. M. and Corte-Real, J., 2013. Automatic calibration of the SHETRAN hydrological modelling system using MSCE, Water Resources Management (27):4053-4068. DOI: 10.1007/s11269-013-0395-zndndndndnd468Zhang, RSantos, C.A.CMoreira, MFreire, P K M MCorte-Real, Jinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-01-03T18:52:16Zoai:dspace.uevora.pt:10174/9928Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T01:03:53.867478Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Automatic calibration of the SHETRAN hydrological modelling system using MSCE
title Automatic calibration of the SHETRAN hydrological modelling system using MSCE
spellingShingle Automatic calibration of the SHETRAN hydrological modelling system using MSCE
Zhang, R
Optimization
Physically-basedspatially-distributedhydrologicalmodelling
SHETRAN
MSCE
Cobres basin
Internal model validation
title_short Automatic calibration of the SHETRAN hydrological modelling system using MSCE
title_full Automatic calibration of the SHETRAN hydrological modelling system using MSCE
title_fullStr Automatic calibration of the SHETRAN hydrological modelling system using MSCE
title_full_unstemmed Automatic calibration of the SHETRAN hydrological modelling system using MSCE
title_sort Automatic calibration of the SHETRAN hydrological modelling system using MSCE
author Zhang, R
author_facet Zhang, R
Santos, C.A.C
Moreira, M
Freire, P K M M
Corte-Real, J
author_role author
author2 Santos, C.A.C
Moreira, M
Freire, P K M M
Corte-Real, J
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Zhang, R
Santos, C.A.C
Moreira, M
Freire, P K M M
Corte-Real, J
dc.subject.por.fl_str_mv Optimization
Physically-basedspatially-distributedhydrologicalmodelling
SHETRAN
MSCE
Cobres basin
Internal model validation
topic Optimization
Physically-basedspatially-distributedhydrologicalmodelling
SHETRAN
MSCE
Cobres basin
Internal model validation
description Automatic calibration is preferred because it provides an objective and extensive searching in the feasible parameter space. In this study, the Modified Shuffled Complex Evolution (MSCE) optimization algorithm is applied to automatically calibrate the physically-based spatially-distributed hydrological model SHETRAN in the 705-km2 semi-arid Cobres basin in southern Portugal, with a spatial resolution of 2 km and a temporal resolution of 1 h. Twenty-two parameters are calibrated for the main types of land-use and soil. Nash-Sutcliffe Efficiency (NSE) is 0.86 for calibration and 0.74 for validation for basin outlet; NSE is respectively 0.65 and 0.82 for calibration, 0.69 and 0.63 for validation of internal gauging stations Albernoa and Entradas. As for storm events, NSE is 0.87 and 0.64 respectively for Storms No.1 (during the calibration period) and No.4 (during the validation period) at basin outlet; it is 0.69 and 0.65 for Storm No.4 respectively at Albernoa andEntradas. The results are satisfactory not only for basin outlet but also for internal gauging stations.
publishDate 2013
dc.date.none.fl_str_mv 2013-01-01T00:00:00Z
2014-01-23T10:36:53Z
2014-01-23
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://hdl.handle.net/10174/9928
http://hdl.handle.net/10174/9928
https://doi.org/10.1007/s11269-013-0395-z
url http://hdl.handle.net/10174/9928
https://doi.org/10.1007/s11269-013-0395-z
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Zhang, R., Santos, C. A. G., Moreira, M., Freire, P. K. M. M. and Corte-Real, J., 2013. Automatic calibration of the SHETRAN hydrological modelling system using MSCE, Water Resources Management (27):4053-4068. DOI: 10.1007/s11269-013-0395-z
nd
nd
nd
nd
nd
468
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Springer Netherlands.
publisher.none.fl_str_mv Springer Netherlands.
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
repository.mail.fl_str_mv
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