Simulation of flow in the Capim River (PA) using the SWAT Model
Autor(a) principal: | |
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Data de Publicação: | 2019 |
Outros Autores: | , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Institucional da UFPA |
Texto Completo: | http://repositorio.ufpa.br/jspui/handle/2011/11369 http://dx.doi.org/10.1590/2179-8087.017116 |
Resumo: | Flow in the Capim River watershed, located in the state of Pará, Brazil, was estimated using the Soil and Water Assessment Tool (SWAT) model in order to determine its use efficiency. The meteorological data (from 2000 to 2010) were collected from an automatic station located in the municipality of Paragominas. The pluviometric and fluviometric data are available at the National Water Agency (ANA) website. Overall results show Efficiency Coefficient (Eff) values of 0.65 (for sub-basin 5) and 0.87 for the entire investigated period. The results also show a reduction in Eff estimation error, which started from over-estimation of 219.18% and declined to underestimation of 18% (in sub-basin 5). In summary, validation of the SWAT model was successful after adjusting the sensors during the calibration phase. Thereby, this model can be used in other studies evaluating river basins. |
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2019-07-24T14:15:26Z2019-07-24T14:15:26Z2019-01NUNES, Hildo Giuseppe Garcia Caldas; SOUSA, Adriano Marlisom Leão de; SANTOS, Joyse Tatiane Souza dos. Simulation of flow in the Capim River (PA) using the SWAT Model. Floresta e ambiente, Seropedica v. 26, n. 1, p. 1-10, 2019. DOI: http://dx.doi.org/10.1590/2179-8087.017116. Disponível em:http://repositorio.ufpa.br/jspui/handle/2011/11369. Acesso em:.2179-8087http://repositorio.ufpa.br/jspui/handle/2011/11369http://dx.doi.org/10.1590/2179-8087.017116 Flow in the Capim River watershed, located in the state of Pará, Brazil, was estimated using the Soil and Water Assessment Tool (SWAT) model in order to determine its use efficiency. The meteorological data (from 2000 to 2010) were collected from an automatic station located in the municipality of Paragominas. The pluviometric and fluviometric data are available at the National Water Agency (ANA) website. Overall results show Efficiency Coefficient (Eff) values of 0.65 (for sub-basin 5) and 0.87 for the entire investigated period. The results also show a reduction in Eff estimation error, which started from over-estimation of 219.18% and declined to underestimation of 18% (in sub-basin 5). In summary, validation of the SWAT model was successful after adjusting the sensors during the calibration phase. Thereby, this model can be used in other studies evaluating river basins.SANTOS, J. T. S. Universidade Federal do ParáengInstituto de Florestas da Universidade Federal Rural do Rio de JaneiroBrasilFloresta e Ambientehttp://ref.scielo.org/mjr38freponame:Repositório Institucional da UFPAinstname:Universidade Federal do Pará (UFPA)instacron:UFPAHidrologiaModelagem hidrológicaBacia hidrográficaSimulation of flow in the Capim River (PA) using the SWAT Modelinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article261110http://lattes.cnpq.br/5534561793631040http://lattes.cnpq.br/4371199443425884http://lattes.cnpq.br/2036384240460046NUNES, Hildo Giuseppe Garcia CaldasSOUSA, Adriano Marlisom Leão deSANTOS, Joyse Tatiane Souza doshttp://orcid.org/0000-0003-4072-003Xhttp://orcid.org/0000-0002-2809-5318http://orcid.org/0000-0001-7292-8738info:eu-repo/semantics/openAccessORIGINALArticle_SimulationFlowCapim.pdfArticle_SimulationFlowCapim.pdfapplication/pdf1641348http://repositorio.ufpa.br/oai/bitstream/2011/11369/1/Article_SimulationFlowCapim.pdfe8a5008a160f36422ad6564a9fa190aaMD51CC-LICENSElicense_urllicense_urltext/plain; charset=utf-849http://repositorio.ufpa.br/oai/bitstream/2011/11369/2/license_url4afdbb8c545fd630ea7db775da747b2fMD52license_textlicense_texttext/html; charset=utf-80http://repositorio.ufpa.br/oai/bitstream/2011/11369/3/license_textd41d8cd98f00b204e9800998ecf8427eMD53license_rdflicense_rdfapplication/rdf+xml; charset=utf-80http://repositorio.ufpa.br/oai/bitstream/2011/11369/4/license_rdfd41d8cd98f00b204e9800998ecf8427eMD54LICENSElicense.txtlicense.txttext/plain; charset=utf-81899http://repositorio.ufpa.br/oai/bitstream/2011/11369/5/license.txt9d4d300cff78e8f375d89aab37134138MD55TEXTArticle_SimulationFlowCapim.pdf.txtArticle_SimulationFlowCapim.pdf.txtExtracted texttext/plain35610http://repositorio.ufpa.br/oai/bitstream/2011/11369/6/Article_SimulationFlowCapim.pdf.txt9eb1bb1508b96143c9ac6b9ff13836edMD562011/113692019-10-21 12:33:49.882oai:repositorio.ufpa.br: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ório InstitucionalPUBhttp://repositorio.ufpa.br/oai/requestriufpabc@ufpa.bropendoar:21232019-10-21T15:33:49Repositório Institucional da UFPA - Universidade Federal do Pará (UFPA)false |
dc.title.pt_BR.fl_str_mv |
Simulation of flow in the Capim River (PA) using the SWAT Model |
title |
Simulation of flow in the Capim River (PA) using the SWAT Model |
spellingShingle |
Simulation of flow in the Capim River (PA) using the SWAT Model NUNES, Hildo Giuseppe Garcia Caldas Hidrologia Modelagem hidrológica Bacia hidrográfica |
title_short |
Simulation of flow in the Capim River (PA) using the SWAT Model |
title_full |
Simulation of flow in the Capim River (PA) using the SWAT Model |
title_fullStr |
Simulation of flow in the Capim River (PA) using the SWAT Model |
title_full_unstemmed |
Simulation of flow in the Capim River (PA) using the SWAT Model |
title_sort |
Simulation of flow in the Capim River (PA) using the SWAT Model |
author |
NUNES, Hildo Giuseppe Garcia Caldas |
author_facet |
NUNES, Hildo Giuseppe Garcia Caldas SOUSA, Adriano Marlisom Leão de SANTOS, Joyse Tatiane Souza dos http://orcid.org/0000-0003-4072-003X http://orcid.org/0000-0002-2809-5318 http://orcid.org/0000-0001-7292-8738 |
author_role |
author |
author2 |
SOUSA, Adriano Marlisom Leão de SANTOS, Joyse Tatiane Souza dos http://orcid.org/0000-0003-4072-003X http://orcid.org/0000-0002-2809-5318 http://orcid.org/0000-0001-7292-8738 |
author2_role |
author author author author author |
dc.contributor.authorLattes.fl_str_mv |
http://lattes.cnpq.br/5534561793631040 http://lattes.cnpq.br/4371199443425884 http://lattes.cnpq.br/2036384240460046 |
dc.contributor.author.fl_str_mv |
NUNES, Hildo Giuseppe Garcia Caldas SOUSA, Adriano Marlisom Leão de SANTOS, Joyse Tatiane Souza dos http://orcid.org/0000-0003-4072-003X http://orcid.org/0000-0002-2809-5318 http://orcid.org/0000-0001-7292-8738 |
dc.subject.por.fl_str_mv |
Hidrologia Modelagem hidrológica Bacia hidrográfica |
topic |
Hidrologia Modelagem hidrológica Bacia hidrográfica |
description |
Flow in the Capim River watershed, located in the state of Pará, Brazil, was estimated using the Soil and Water Assessment Tool (SWAT) model in order to determine its use efficiency. The meteorological data (from 2000 to 2010) were collected from an automatic station located in the municipality of Paragominas. The pluviometric and fluviometric data are available at the National Water Agency (ANA) website. Overall results show Efficiency Coefficient (Eff) values of 0.65 (for sub-basin 5) and 0.87 for the entire investigated period. The results also show a reduction in Eff estimation error, which started from over-estimation of 219.18% and declined to underestimation of 18% (in sub-basin 5). In summary, validation of the SWAT model was successful after adjusting the sensors during the calibration phase. Thereby, this model can be used in other studies evaluating river basins. |
publishDate |
2019 |
dc.date.accessioned.fl_str_mv |
2019-07-24T14:15:26Z |
dc.date.available.fl_str_mv |
2019-07-24T14:15:26Z |
dc.date.issued.fl_str_mv |
2019-01 |
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.citation.fl_str_mv |
NUNES, Hildo Giuseppe Garcia Caldas; SOUSA, Adriano Marlisom Leão de; SANTOS, Joyse Tatiane Souza dos. Simulation of flow in the Capim River (PA) using the SWAT Model. Floresta e ambiente, Seropedica v. 26, n. 1, p. 1-10, 2019. DOI: http://dx.doi.org/10.1590/2179-8087.017116. Disponível em:http://repositorio.ufpa.br/jspui/handle/2011/11369. Acesso em:. |
dc.identifier.uri.fl_str_mv |
http://repositorio.ufpa.br/jspui/handle/2011/11369 |
dc.identifier.issn.pt_BR.fl_str_mv |
2179-8087 |
dc.identifier.doi.pt_BR.fl_str_mv |
http://dx.doi.org/10.1590/2179-8087.017116 |
identifier_str_mv |
NUNES, Hildo Giuseppe Garcia Caldas; SOUSA, Adriano Marlisom Leão de; SANTOS, Joyse Tatiane Souza dos. Simulation of flow in the Capim River (PA) using the SWAT Model. Floresta e ambiente, Seropedica v. 26, n. 1, p. 1-10, 2019. DOI: http://dx.doi.org/10.1590/2179-8087.017116. Disponível em:http://repositorio.ufpa.br/jspui/handle/2011/11369. Acesso em:. 2179-8087 |
url |
http://repositorio.ufpa.br/jspui/handle/2011/11369 http://dx.doi.org/10.1590/2179-8087.017116 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
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Floresta e Ambiente |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
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openAccess |
dc.publisher.none.fl_str_mv |
Instituto de Florestas da Universidade Federal Rural do Rio de Janeiro |
dc.publisher.country.fl_str_mv |
Brasil |
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Instituto de Florestas da Universidade Federal Rural do Rio de Janeiro |
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UFPA |
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