Comparação de métodos empírico-teóricos de estimativa de evapotranspiração de referência ao modelo de Penman- Monteith
Ano de defesa: | 2017 |
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Autor(a) principal: | |
Orientador(a): | |
Banca de defesa: | , , |
Tipo de documento: | Dissertação |
Tipo de acesso: | Acesso aberto |
Idioma: | por |
Instituição de defesa: |
Universidade Federal de Goiás
|
Programa de Pós-Graduação: |
Programa de Pós-graduação em Engenharia Ambiental e Sanitária (EEC)
|
Departamento: |
Escola de Engenharia Civil - EEC (RG)
|
País: |
Brasil
|
Palavras-chave em Português: | |
Palavras-chave em Inglês: | |
Área do conhecimento CNPq: | |
Link de acesso: | http://repositorio.bc.ufg.br/tede/handle/tede/7915 |
Resumo: | The reference evapotranspiration is a fundamental parameter in the calculation of the water balance of watersheds or region as well as in determining the actual evapotranspiration of a crop or vegetation. This climatic parameter also serves as a basis for the determination of the volume and moment of irrigation of a crop. The objective of this research was on daily and monthly basis to evaluate the performance and perform the calibration methods of Hargreaves-Samani, Blaney-Criddle and Thornthwaite original and modified. The verification of performance of the models, both in their original and calibrated forms, was by comparison to the Penman-Monteith FAO 56 method. To evaluate the performance of the methods were used the correlation coefficient (r), the index of agreement (d), the confidence index (c), the mean absolute error (MAE), the mean square error (MSE), the mean square root error (RMSE), the maximum error (ME) and the coefficient of determination (R2). For this research, a series of data of ten years has been used from January 2007 to December 2016, and the first five years were used to evaluate and calibrate the methods and the last five years used to validate the adjusted methods. The meteorological data used come from a conventional station belonging to the National Institute of Meteorology (INMET), located in the southwest of the state of Goiás, more precisely in the city of Jataí-GO. The validation of calibration was performed only by the Hargreaves-Samani and Blaney-Criddle models, because they had the best adjustments over the standard Penman-Monteith FAO-56 method. |
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Soares, Alexandre Keplerhttp://lattes.cnpq.br/3620209642728740Soares, Alexandre KeplerSouza, Saulo Bruno Silveira eFormiga, Klebber Teodomiro Martinshttp://lattes.cnpq.br/8460919087520582Silva, Sérgio Soares da2017-10-26T11:39:11Z2017-09-29SILVA, Sérgio Soares da. Comparação de métodos empírico-teóricos de estimativa de evapotranspiração de referência ao modelo de Penman- Monteith. 2017. 74 f. Dissertação (Mestrado em Engenharia Ambiental e Sanitária) - Universidade Federal de Goiás, Goiânia, 2017.http://repositorio.bc.ufg.br/tede/handle/tede/7915The reference evapotranspiration is a fundamental parameter in the calculation of the water balance of watersheds or region as well as in determining the actual evapotranspiration of a crop or vegetation. This climatic parameter also serves as a basis for the determination of the volume and moment of irrigation of a crop. The objective of this research was on daily and monthly basis to evaluate the performance and perform the calibration methods of Hargreaves-Samani, Blaney-Criddle and Thornthwaite original and modified. The verification of performance of the models, both in their original and calibrated forms, was by comparison to the Penman-Monteith FAO 56 method. To evaluate the performance of the methods were used the correlation coefficient (r), the index of agreement (d), the confidence index (c), the mean absolute error (MAE), the mean square error (MSE), the mean square root error (RMSE), the maximum error (ME) and the coefficient of determination (R2). For this research, a series of data of ten years has been used from January 2007 to December 2016, and the first five years were used to evaluate and calibrate the methods and the last five years used to validate the adjusted methods. The meteorological data used come from a conventional station belonging to the National Institute of Meteorology (INMET), located in the southwest of the state of Goiás, more precisely in the city of Jataí-GO. The validation of calibration was performed only by the Hargreaves-Samani and Blaney-Criddle models, because they had the best adjustments over the standard Penman-Monteith FAO-56 method.A evapotranspiração de referência é parâmetro fundamental no cômputo do balanço hídrico de bacias hidrográficas ou região, bem como na determinação da evapotranspiração real de uma cultura ou vegetação. Este parâmetro climatológico, serve de base também para a determinação do volume e momento de irrigar uma cultura. O objetivo dessa pesquisa foi, em escala diária e mensal, avaliar o desempenho e realizar a calibração dos métodos Hargreaves- Samani, Blaney-Criddle e Thornthwaite original e modificado. A verificação do desempenho desses modelos, tanto em suas formas originais quanto calibradas, foi por meio da comparação ao método de Penman-Monteith FAO 56. Para avaliar o desempenho dos métodos foram utilizados o coeficiente de correlação (r), o índice de concordância (d), o índice de confiança (c), o erro absoluto médio (EAM), o erro quadrático médio (EQM), a raiz do erro quadrado médio (REQM), o erro máximo (EM) e o coeficiente de determinação (R2). Para estapesquisa foi utilizada uma série de dados de dez anos, de janeiro de 2007 a dezembro de 2016, sendo que os cinco primeiros anos foram utilizados para avaliar e calibrar os métodos e os últimos cinco anos utilizados para validar os métodos ajustados. Os dados meteorológicos utilizados são provenientes de uma estação convencional, pertencente ao Instituto Nacional de Meteorologia (INMET), localizada no sudoeste do estado de Goiás, mais precisamente na cidade de Jataí-GO. A validação da calibração foi realizada apenas pelos modelos de Hargreaves-Samani e Blaney-Criddle, pois estes tiveram os melhores ajustes em relação ao método padrão Penman-Monteith FAO-56.Submitted by Luciana Ferreira (lucgeral@gmail.com) on 2017-10-26T11:38:14Z No. of bitstreams: 2 Dissertação - Sérgio Soares da Silva - 2017.pdf: 3227191 bytes, checksum: 2e563811d31bc63d3907c69c9b5b4c4c (MD5) license_rdf: 0 bytes, checksum: d41d8cd98f00b204e9800998ecf8427e (MD5)Approved for entry into archive by Luciana Ferreira (lucgeral@gmail.com) on 2017-10-26T11:39:11Z (GMT) No. of bitstreams: 2 Dissertação - Sérgio Soares da Silva - 2017.pdf: 3227191 bytes, checksum: 2e563811d31bc63d3907c69c9b5b4c4c (MD5) license_rdf: 0 bytes, checksum: d41d8cd98f00b204e9800998ecf8427e (MD5)Made available in DSpace on 2017-10-26T11:39:11Z (GMT). No. of bitstreams: 2 Dissertação - Sérgio Soares da Silva - 2017.pdf: 3227191 bytes, checksum: 2e563811d31bc63d3907c69c9b5b4c4c (MD5) license_rdf: 0 bytes, checksum: d41d8cd98f00b204e9800998ecf8427e (MD5) Previous issue date: 2017-09-29application/pdfporUniversidade Federal de GoiásPrograma de Pós-graduação em Engenharia Ambiental e Sanitária (EEC)UFGBrasilEscola de Engenharia Civil - EEC (RG)http://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessCalibraçãoBlaney-CriddleHargreaves-SamaniPenman-MonteithThornthwaiteCalibrationBlaney-CriddleHargreaves-SamaniPenman-MonteithThornthwaiteENGENHARIA SANITARIA::SANEAMENTO AMBIENTALComparação de métodos empírico-teóricos de estimativa de evapotranspiração de referência ao modelo de Penman- MonteithComparison of empirical-theoretical methods of estimation of evapotranspiration reference to the Penman-Monteith modelinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesis82384868619250582696006006007240872516263155858018064043757118887reponame:Biblioteca Digital de Teses e Dissertações da UFGinstname:Universidade Federal de Goiás (UFG)instacron:UFGLICENSElicense.txtlicense.txttext/plain; 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dc.title.eng.fl_str_mv |
Comparação de métodos empírico-teóricos de estimativa de evapotranspiração de referência ao modelo de Penman- Monteith |
dc.title.alternative.eng.fl_str_mv |
Comparison of empirical-theoretical methods of estimation of evapotranspiration reference to the Penman-Monteith model |
title |
Comparação de métodos empírico-teóricos de estimativa de evapotranspiração de referência ao modelo de Penman- Monteith |
spellingShingle |
Comparação de métodos empírico-teóricos de estimativa de evapotranspiração de referência ao modelo de Penman- Monteith Silva, Sérgio Soares da Calibração Blaney-Criddle Hargreaves-Samani Penman-Monteith Thornthwaite Calibration Blaney-Criddle Hargreaves-Samani Penman-Monteith Thornthwaite ENGENHARIA SANITARIA::SANEAMENTO AMBIENTAL |
title_short |
Comparação de métodos empírico-teóricos de estimativa de evapotranspiração de referência ao modelo de Penman- Monteith |
title_full |
Comparação de métodos empírico-teóricos de estimativa de evapotranspiração de referência ao modelo de Penman- Monteith |
title_fullStr |
Comparação de métodos empírico-teóricos de estimativa de evapotranspiração de referência ao modelo de Penman- Monteith |
title_full_unstemmed |
Comparação de métodos empírico-teóricos de estimativa de evapotranspiração de referência ao modelo de Penman- Monteith |
title_sort |
Comparação de métodos empírico-teóricos de estimativa de evapotranspiração de referência ao modelo de Penman- Monteith |
author |
Silva, Sérgio Soares da |
author_facet |
Silva, Sérgio Soares da |
author_role |
author |
dc.contributor.advisor1.fl_str_mv |
Soares, Alexandre Kepler |
dc.contributor.advisor1Lattes.fl_str_mv |
http://lattes.cnpq.br/3620209642728740 |
dc.contributor.referee1.fl_str_mv |
Soares, Alexandre Kepler |
dc.contributor.referee2.fl_str_mv |
Souza, Saulo Bruno Silveira e |
dc.contributor.referee3.fl_str_mv |
Formiga, Klebber Teodomiro Martins |
dc.contributor.authorLattes.fl_str_mv |
http://lattes.cnpq.br/8460919087520582 |
dc.contributor.author.fl_str_mv |
Silva, Sérgio Soares da |
contributor_str_mv |
Soares, Alexandre Kepler Soares, Alexandre Kepler Souza, Saulo Bruno Silveira e Formiga, Klebber Teodomiro Martins |
dc.subject.por.fl_str_mv |
Calibração Blaney-Criddle Hargreaves-Samani Penman-Monteith Thornthwaite |
topic |
Calibração Blaney-Criddle Hargreaves-Samani Penman-Monteith Thornthwaite Calibration Blaney-Criddle Hargreaves-Samani Penman-Monteith Thornthwaite ENGENHARIA SANITARIA::SANEAMENTO AMBIENTAL |
dc.subject.eng.fl_str_mv |
Calibration Blaney-Criddle Hargreaves-Samani Penman-Monteith Thornthwaite |
dc.subject.cnpq.fl_str_mv |
ENGENHARIA SANITARIA::SANEAMENTO AMBIENTAL |
description |
The reference evapotranspiration is a fundamental parameter in the calculation of the water balance of watersheds or region as well as in determining the actual evapotranspiration of a crop or vegetation. This climatic parameter also serves as a basis for the determination of the volume and moment of irrigation of a crop. The objective of this research was on daily and monthly basis to evaluate the performance and perform the calibration methods of Hargreaves-Samani, Blaney-Criddle and Thornthwaite original and modified. The verification of performance of the models, both in their original and calibrated forms, was by comparison to the Penman-Monteith FAO 56 method. To evaluate the performance of the methods were used the correlation coefficient (r), the index of agreement (d), the confidence index (c), the mean absolute error (MAE), the mean square error (MSE), the mean square root error (RMSE), the maximum error (ME) and the coefficient of determination (R2). For this research, a series of data of ten years has been used from January 2007 to December 2016, and the first five years were used to evaluate and calibrate the methods and the last five years used to validate the adjusted methods. The meteorological data used come from a conventional station belonging to the National Institute of Meteorology (INMET), located in the southwest of the state of Goiás, more precisely in the city of Jataí-GO. The validation of calibration was performed only by the Hargreaves-Samani and Blaney-Criddle models, because they had the best adjustments over the standard Penman-Monteith FAO-56 method. |
publishDate |
2017 |
dc.date.accessioned.fl_str_mv |
2017-10-26T11:39:11Z |
dc.date.issued.fl_str_mv |
2017-09-29 |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/masterThesis |
format |
masterThesis |
status_str |
publishedVersion |
dc.identifier.citation.fl_str_mv |
SILVA, Sérgio Soares da. Comparação de métodos empírico-teóricos de estimativa de evapotranspiração de referência ao modelo de Penman- Monteith. 2017. 74 f. Dissertação (Mestrado em Engenharia Ambiental e Sanitária) - Universidade Federal de Goiás, Goiânia, 2017. |
dc.identifier.uri.fl_str_mv |
http://repositorio.bc.ufg.br/tede/handle/tede/7915 |
identifier_str_mv |
SILVA, Sérgio Soares da. Comparação de métodos empírico-teóricos de estimativa de evapotranspiração de referência ao modelo de Penman- Monteith. 2017. 74 f. Dissertação (Mestrado em Engenharia Ambiental e Sanitária) - Universidade Federal de Goiás, Goiânia, 2017. |
url |
http://repositorio.bc.ufg.br/tede/handle/tede/7915 |
dc.language.iso.fl_str_mv |
por |
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por |
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8238486861925058269 |
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600 600 600 |
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724087251626315585 |
dc.relation.cnpq.fl_str_mv |
8018064043757118887 |
dc.rights.driver.fl_str_mv |
http://creativecommons.org/licenses/by-nc-nd/4.0/ info:eu-repo/semantics/openAccess |
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http://creativecommons.org/licenses/by-nc-nd/4.0/ |
eu_rights_str_mv |
openAccess |
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Universidade Federal de Goiás |
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UFG |
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Brasil |
dc.publisher.department.fl_str_mv |
Escola de Engenharia Civil - EEC (RG) |
publisher.none.fl_str_mv |
Universidade Federal de Goiás |
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