Reference evapotranspiration based on temperature in Minas Gerais state, Brazil
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 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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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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1815439272419786752 |