Reference evapotranspiration based on temperature in Minas Gerais state, Brazil

Detalhes bibliográficos
Autor(a) principal: Pinheiro, Marcus André Braido
Data de Publicação: 2019
Outros Autores: Oliveira, Aline Lílian Marques, Borges Júnior, João Carlos Ferreira, Oliveira, Evandro Chaves de, Carvalho, Luiz Gonsaga de
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UFLA
Texto Completo: http://repositorio.ufla.br/jspui/handle/1/40787
Resumo: In the last decades, the areas of irrigated crops in the state of Minas Gerais have grown considerably, contributing to increase agricultural production in the country. Among the techniques of irrigation management, the determination of the water consumption by the plants is based on the reference evapotranspiration (ET0), the objective of this work was to evaluate and calibrate the Hargreaves-Samani (HS) method and a Proposed Method (MP) against the standard Penman-Monteith-FAO method (PM-FAO) for the state of Minas Gerais. For that, data from 52 conventional meteorological stations of the National Institute of Meteorology (INMET) were used. ET0 was estimated by the methods cited including the Hargreaves-Samani calibrated method (HScal) based on the mean absolute error (MAE). The analysis of the methods was carried out using the following statistical indicators: root mean square error (RMSE), systematic root mean square error (RMSEs), unsystematic root mean square error (RMSEun), the proportions of systematic and unsystematic mean square error, Willmott’s concordance index (d), confidence index (C) and Pearson correlation coefficient (r). It was verified that after the calibration, the HScal method obtained a superior performance to the original HS method in all the studied stations. It was also observed a superior MP performance with respect to the HScal method, in all stations studied.
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spelling Reference evapotranspiration based on temperature in Minas Gerais state, BrazilEvapotranspiração de referência com base em temperatura no estado de Minas Gerais, BrasilPenman-Monteith-FAOWater resources managementHargreaves-SamaniMean absolute errorManejo dos recursos hídricosErro absoluto médioIn the last decades, the areas of irrigated crops in the state of Minas Gerais have grown considerably, contributing to increase agricultural production in the country. Among the techniques of irrigation management, the determination of the water consumption by the plants is based on the reference evapotranspiration (ET0), the objective of this work was to evaluate and calibrate the Hargreaves-Samani (HS) method and a Proposed Method (MP) against the standard Penman-Monteith-FAO method (PM-FAO) for the state of Minas Gerais. For that, data from 52 conventional meteorological stations of the National Institute of Meteorology (INMET) were used. ET0 was estimated by the methods cited including the Hargreaves-Samani calibrated method (HScal) based on the mean absolute error (MAE). The analysis of the methods was carried out using the following statistical indicators: root mean square error (RMSE), systematic root mean square error (RMSEs), unsystematic root mean square error (RMSEun), the proportions of systematic and unsystematic mean square error, Willmott’s concordance index (d), confidence index (C) and Pearson correlation coefficient (r). It was verified that after the calibration, the HScal method obtained a superior performance to the original HS method in all the studied stations. It was also observed a superior MP performance with respect to the HScal method, in all stations studied.Nas últimas décadas, as áreas de cultivos irrigados no estado de Minas Gerais vêm crescendo bastante, contribuindo assim para aumento da produção agrícola no País. Dentre as técnicas de manejo da irrigação, tem-se a determinação do consumo de água pelas plantas tomando por base a evapotranspiração de referência (ET0), diante disso, objetivou-se com este trabalho, avaliar e calibrar o método Hargreaves-Samani (HS) e um Método Proposto (MP) frente ao método padrão Penman-Monteith-FAO (PM-FAO) para o estado de Minas Gerais. Para tanto, foram utilizados dados de 52 estações meteorológicas convencionais do Instituto Nacional de Meteorologia (INMET). Estimou-se a ET0 pelos métodos citados incluindo o método Hargreaves-Samani calibrado (HScal). com base no erro absoluto médio (EAM). A análise dos métodos foi conduzida mediante aos seguintes indicadores estatísticos: raiz quadrada do erro quadrático médio (REQM), raiz quadrada do erro quadrático médio sistemático (REQMs), raiz quadrada do erro quadrático médio não sistemático (REQMns), proporções do erro quadrático médio sistemático e não sistemático, índice de concordância de Willmott (d), índice de confiança (C) e coeficiente de correlação (r). Constatou-se que o após calibração, o método HScal obteve um desempenho superior ao método HS original em todas as estações estudadas. Observou-se também um desempenho superior do MP com relação ao método HScal, em todas as estações estudadas.Universidade Federal de Lavras2020-05-11T18:49:08Z2020-05-11T18:49:08Z2019-08info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfPINHEIRO, M. A. B. et al. Reference evapotranspiration based on temperature in Minas Gerais state, Brazil. Ciência e Agrotecnologia, Lavras, v. 43, ago. 2019. Paginação irregular.http://repositorio.ufla.br/jspui/handle/1/40787Ciência e Agrotecnologiareponame:Repositório Institucional da UFLAinstname:Universidade Federal de Lavras (UFLA)instacron:UFLAhttp://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccessPinheiro, Marcus André BraidoOliveira, Aline Lílian MarquesBorges Júnior, João Carlos FerreiraOliveira, Evandro Chaves deCarvalho, Luiz Gonsaga deeng2023-05-03T11:13:58Zoai:localhost:1/40787Repositório InstitucionalPUBhttp://repositorio.ufla.br/oai/requestnivaldo@ufla.br || repositorio.biblioteca@ufla.bropendoar:2023-05-03T11:13:58Repositório Institucional da UFLA - Universidade Federal de Lavras (UFLA)false
dc.title.none.fl_str_mv Reference evapotranspiration based on temperature in Minas Gerais state, Brazil
Evapotranspiração de referência com base em temperatura no estado de Minas Gerais, Brasil
title Reference evapotranspiration based on temperature in Minas Gerais state, Brazil
spellingShingle Reference evapotranspiration based on temperature in Minas Gerais state, Brazil
Pinheiro, Marcus André Braido
Penman-Monteith-FAO
Water resources management
Hargreaves-Samani
Mean absolute error
Manejo dos recursos hídricos
Erro absoluto médio
title_short Reference evapotranspiration based on temperature in Minas Gerais state, Brazil
title_full Reference evapotranspiration based on temperature in Minas Gerais state, Brazil
title_fullStr Reference evapotranspiration based on temperature in Minas Gerais state, Brazil
title_full_unstemmed Reference evapotranspiration based on temperature in Minas Gerais state, Brazil
title_sort Reference evapotranspiration based on temperature in Minas Gerais state, Brazil
author Pinheiro, Marcus André Braido
author_facet Pinheiro, Marcus André Braido
Oliveira, Aline Lílian Marques
Borges Júnior, João Carlos Ferreira
Oliveira, Evandro Chaves de
Carvalho, Luiz Gonsaga de
author_role author
author2 Oliveira, Aline Lílian Marques
Borges Júnior, João Carlos Ferreira
Oliveira, Evandro Chaves de
Carvalho, Luiz Gonsaga de
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Pinheiro, Marcus André Braido
Oliveira, Aline Lílian Marques
Borges Júnior, João Carlos Ferreira
Oliveira, Evandro Chaves de
Carvalho, Luiz Gonsaga de
dc.subject.por.fl_str_mv Penman-Monteith-FAO
Water resources management
Hargreaves-Samani
Mean absolute error
Manejo dos recursos hídricos
Erro absoluto médio
topic Penman-Monteith-FAO
Water resources management
Hargreaves-Samani
Mean absolute error
Manejo dos recursos hídricos
Erro absoluto médio
description In the last decades, the areas of irrigated crops in the state of Minas Gerais have grown considerably, contributing to increase agricultural production in the country. Among the techniques of irrigation management, the determination of the water consumption by the plants is based on the reference evapotranspiration (ET0), the objective of this work was to evaluate and calibrate the Hargreaves-Samani (HS) method and a Proposed Method (MP) against the standard Penman-Monteith-FAO method (PM-FAO) for the state of Minas Gerais. For that, data from 52 conventional meteorological stations of the National Institute of Meteorology (INMET) were used. ET0 was estimated by the methods cited including the Hargreaves-Samani calibrated method (HScal) based on the mean absolute error (MAE). The analysis of the methods was carried out using the following statistical indicators: root mean square error (RMSE), systematic root mean square error (RMSEs), unsystematic root mean square error (RMSEun), the proportions of systematic and unsystematic mean square error, Willmott’s concordance index (d), confidence index (C) and Pearson correlation coefficient (r). It was verified that after the calibration, the HScal method obtained a superior performance to the original HS method in all the studied stations. It was also observed a superior MP performance with respect to the HScal method, in all stations studied.
publishDate 2019
dc.date.none.fl_str_mv 2019-08
2020-05-11T18:49:08Z
2020-05-11T18:49:08Z
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 PINHEIRO, M. A. B. et al. Reference evapotranspiration based on temperature in Minas Gerais state, Brazil. Ciência e Agrotecnologia, Lavras, v. 43, ago. 2019. Paginação irregular.
http://repositorio.ufla.br/jspui/handle/1/40787
identifier_str_mv PINHEIRO, M. A. B. et al. Reference evapotranspiration based on temperature in Minas Gerais state, Brazil. Ciência e Agrotecnologia, Lavras, v. 43, ago. 2019. Paginação irregular.
url http://repositorio.ufla.br/jspui/handle/1/40787
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv http://creativecommons.org/licenses/by/4.0/
info:eu-repo/semantics/openAccess
rights_invalid_str_mv http://creativecommons.org/licenses/by/4.0/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Lavras
publisher.none.fl_str_mv Universidade Federal de Lavras
dc.source.none.fl_str_mv Ciência e Agrotecnologia
reponame:Repositório Institucional da UFLA
instname:Universidade Federal de Lavras (UFLA)
instacron:UFLA
instname_str Universidade Federal de Lavras (UFLA)
instacron_str UFLA
institution UFLA
reponame_str Repositório Institucional da UFLA
collection Repositório Institucional da UFLA
repository.name.fl_str_mv Repositório Institucional da UFLA - Universidade Federal de Lavras (UFLA)
repository.mail.fl_str_mv nivaldo@ufla.br || repositorio.biblioteca@ufla.br
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