Efficacy of Rainfall-Runoff Models in Loose Coupling Spacial Decision Support Systems Modelbase

Bibliographic Details
Main Author: Neto S.L.R.*
Publication Date: 2019
Other Authors: Debastiani A.B., Padilha V.L.*, Sa, Eder Alexandre Schatz, Antunes T.A.*
Format: Article
Language: eng
Source: Repositório Institucional da Udesc
dARK ID: ark:/33523/0013000003924
Download full: https://repositorio.udesc.br/handle/UDESC/5569
Summary: © 2019, Springer Nature B.V.The need for a prognosis for water resources management in Brazil means that studies with hydrological models are required, as part of a Spatial Decision Support System (SDSS). Choosing the model in a modelbase requires knowledge of the performance of the existing models in the specific situations in which they are to be applied. This paper evaluated the performance of two physically-based models and two numerical-based models in their ability to represent the rainfall-runoff process. The study occurred in a watershed in southern Brazil. Historical data series from the same periods were taken to calibrate and train the models, using two different periods to validate their efficacy. The results show that the SWAT and TOPMODEL models presented an inferior performance compared to the numerical-based models (RT and ANN). However, all the models presented satisfactory levels of efficacy and the potential for use in different management situations.
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spelling Efficacy of Rainfall-Runoff Models in Loose Coupling Spacial Decision Support Systems Modelbase© 2019, Springer Nature B.V.The need for a prognosis for water resources management in Brazil means that studies with hydrological models are required, as part of a Spatial Decision Support System (SDSS). Choosing the model in a modelbase requires knowledge of the performance of the existing models in the specific situations in which they are to be applied. This paper evaluated the performance of two physically-based models and two numerical-based models in their ability to represent the rainfall-runoff process. The study occurred in a watershed in southern Brazil. Historical data series from the same periods were taken to calibrate and train the models, using two different periods to validate their efficacy. The results show that the SWAT and TOPMODEL models presented an inferior performance compared to the numerical-based models (RT and ANN). However, all the models presented satisfactory levels of efficacy and the potential for use in different management situations.2024-12-06T12:36:59Z2019info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlep. 889 - 9041573-165010.1007/s11269-018-2086-2https://repositorio.udesc.br/handle/UDESC/5569ark:/33523/0013000003924Water Resources Management333Neto S.L.R.*Debastiani A.B.Padilha V.L.*Sa, Eder Alexandre SchatzAntunes T.A.*engreponame:Repositório Institucional da Udescinstname:Universidade do Estado de Santa Catarina (UDESC)instacron:UDESCinfo:eu-repo/semantics/openAccess2024-12-07T20:48:07Zoai:repositorio.udesc.br:UDESC/5569Biblioteca Digital de Teses e Dissertaçõeshttps://pergamumweb.udesc.br/biblioteca/index.phpPRIhttps://repositorio-api.udesc.br/server/oai/requestri@udesc.bropendoar:63912024-12-07T20:48:07Repositório Institucional da Udesc - Universidade do Estado de Santa Catarina (UDESC)false
dc.title.none.fl_str_mv Efficacy of Rainfall-Runoff Models in Loose Coupling Spacial Decision Support Systems Modelbase
title Efficacy of Rainfall-Runoff Models in Loose Coupling Spacial Decision Support Systems Modelbase
spellingShingle Efficacy of Rainfall-Runoff Models in Loose Coupling Spacial Decision Support Systems Modelbase
Neto S.L.R.*
title_short Efficacy of Rainfall-Runoff Models in Loose Coupling Spacial Decision Support Systems Modelbase
title_full Efficacy of Rainfall-Runoff Models in Loose Coupling Spacial Decision Support Systems Modelbase
title_fullStr Efficacy of Rainfall-Runoff Models in Loose Coupling Spacial Decision Support Systems Modelbase
title_full_unstemmed Efficacy of Rainfall-Runoff Models in Loose Coupling Spacial Decision Support Systems Modelbase
title_sort Efficacy of Rainfall-Runoff Models in Loose Coupling Spacial Decision Support Systems Modelbase
author Neto S.L.R.*
author_facet Neto S.L.R.*
Debastiani A.B.
Padilha V.L.*
Sa, Eder Alexandre Schatz
Antunes T.A.*
author_role author
author2 Debastiani A.B.
Padilha V.L.*
Sa, Eder Alexandre Schatz
Antunes T.A.*
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Neto S.L.R.*
Debastiani A.B.
Padilha V.L.*
Sa, Eder Alexandre Schatz
Antunes T.A.*
description © 2019, Springer Nature B.V.The need for a prognosis for water resources management in Brazil means that studies with hydrological models are required, as part of a Spatial Decision Support System (SDSS). Choosing the model in a modelbase requires knowledge of the performance of the existing models in the specific situations in which they are to be applied. This paper evaluated the performance of two physically-based models and two numerical-based models in their ability to represent the rainfall-runoff process. The study occurred in a watershed in southern Brazil. Historical data series from the same periods were taken to calibrate and train the models, using two different periods to validate their efficacy. The results show that the SWAT and TOPMODEL models presented an inferior performance compared to the numerical-based models (RT and ANN). However, all the models presented satisfactory levels of efficacy and the potential for use in different management situations.
publishDate 2019
dc.date.none.fl_str_mv 2019
2024-12-06T12:36:59Z
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 1573-1650
10.1007/s11269-018-2086-2
https://repositorio.udesc.br/handle/UDESC/5569
dc.identifier.dark.fl_str_mv ark:/33523/0013000003924
identifier_str_mv 1573-1650
10.1007/s11269-018-2086-2
ark:/33523/0013000003924
url https://repositorio.udesc.br/handle/UDESC/5569
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Water Resources Management
33
3
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv p. 889 - 904
dc.source.none.fl_str_mv reponame:Repositório Institucional da Udesc
instname:Universidade do Estado de Santa Catarina (UDESC)
instacron:UDESC
instname_str Universidade do Estado de Santa Catarina (UDESC)
instacron_str UDESC
institution UDESC
reponame_str Repositório Institucional da Udesc
collection Repositório Institucional da Udesc
repository.name.fl_str_mv Repositório Institucional da Udesc - Universidade do Estado de Santa Catarina (UDESC)
repository.mail.fl_str_mv ri@udesc.br
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