Alternative reference evapotranspiration methods for the main climate types of the state of Paraná, Brazil

Detalhes bibliográficos
Autor(a) principal: Gurski, Bruno César
Data de Publicação: 2018
Outros Autores: Jerszurki, Daniela, Souza, Jorge Luiz Moretti de
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Pesquisa Agropecuária Brasileira (Online)
Texto Completo: https://seer.sct.embrapa.br/index.php/pab/article/view/25720
Resumo: The objective of this work was to define the best alternative methods for estimating the reference evapotranspiration (ETo) in the main climatic types (Cfa and Cfb) of the state of Paraná, Brazil. The methods tested were Budyko, Camargo, Hargreaves-Samani, Linacre, and Thornthwaite, which were compared to the ETo calculated with the Penman-Monteith ASCE (EToPM) method, between 1986 and 2015, in eight meteorological stations. The performance of the alternative methods was obtained from the coefficient of determination (R2), index “d” of agreement, index “c” of performance, and root mean square error (RMSE). The Hargreaves-Samani method has a better performance in estimating the ETo for the main climatic types in the state of Paraná. The Camargo method allows smaller errors between the standard values of ETo, obtained with the Penman-Monteith method, and the estimated values. The methods of Thornthwaite, Linacre, and Budyko are not adequate to estimate the ETo in any climatic type of the state of Paraná, Brazil.
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spelling Alternative reference evapotranspiration methods for the main climate types of the state of Paraná, BrazilMétodos alternativos de evapotranspiração de referência para os principais tipos climáticos do Paranáclimate variability; irrigation management; missing climate data; Penman Monteith; simplified models; water balancevariabilidade climática; manejo da irrigação; dados climáticos faltantes; Penman Monteith; modelos simplificados; balanço hídricoThe objective of this work was to define the best alternative methods for estimating the reference evapotranspiration (ETo) in the main climatic types (Cfa and Cfb) of the state of Paraná, Brazil. The methods tested were Budyko, Camargo, Hargreaves-Samani, Linacre, and Thornthwaite, which were compared to the ETo calculated with the Penman-Monteith ASCE (EToPM) method, between 1986 and 2015, in eight meteorological stations. The performance of the alternative methods was obtained from the coefficient of determination (R2), index “d” of agreement, index “c” of performance, and root mean square error (RMSE). The Hargreaves-Samani method has a better performance in estimating the ETo for the main climatic types in the state of Paraná. The Camargo method allows smaller errors between the standard values of ETo, obtained with the Penman-Monteith method, and the estimated values. The methods of Thornthwaite, Linacre, and Budyko are not adequate to estimate the ETo in any climatic type of the state of Paraná, Brazil.O objetivo deste trabalho foi definir os melhores métodos alternativos de estimativa de evapotranspiração de referência (ETo), para os principais tipos climáticos (Cfa e Cfb) do Estado do Paraná. Foram testados os métodos de Budyko, Camargo, Hargreaves-Samani, Linacre e Thornthwaite, os quais foram comparados com a ETo calculada com o método de Penman-Monteith ASCE (EToPM), entre 1986 e 2015, em oito estações meteorológicas. O desempenho dos métodos alternativos foi obtido por meio do coeficiente de determinação (R2), do índice “d” de concordância, do índice “c” de desempenho e da raiz quadrada do erro médio (RMSE). O método de Hargreaves-Samani tem melhor desempenho na estimativa da evapotranspiração de referência para os principais tipos climáticos do Paraná. O método de Camargo possibilita menores erros entre valores padrão de ETo, obtidos com o método Penman-Monteith, e os valores estimados. Os métodos de Thornthwaite, Linacre e Budyko não são adequados para estimar a ETo em nenhum tipo climático do Estado do Paraná.Pesquisa Agropecuaria BrasileiraPesquisa Agropecuária BrasileiraCoordenação de Aperfeiçoamento de Pessoal de Nível Superior (Capes)Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)Centro de Investigación Científica de Yucatán (CICY)Gurski, Bruno CésarJerszurki, DanielaSouza, Jorge Luiz Moretti de2018-11-07info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://seer.sct.embrapa.br/index.php/pab/article/view/25720Pesquisa Agropecuaria Brasileira; v.53, n.9, set. 2018; 1003-1010Pesquisa Agropecuária Brasileira; v.53, n.9, set. 2018; 1003-10101678-39210100-104xreponame:Pesquisa Agropecuária Brasileira (Online)instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)instacron:EMBRAPAenghttps://seer.sct.embrapa.br/index.php/pab/article/view/25720/14285https://seer.sct.embrapa.br/index.php/pab/article/downloadSuppFile/25720/17440Direitos autorais 2018 Pesquisa Agropecuária Brasileirainfo:eu-repo/semantics/openAccess2018-11-07T14:18:37Zoai:ojs.seer.sct.embrapa.br:article/25720Revistahttp://seer.sct.embrapa.br/index.php/pabPRIhttps://old.scielo.br/oai/scielo-oai.phppab@sct.embrapa.br || sct.pab@embrapa.br1678-39210100-204Xopendoar:2018-11-07T14:18:37Pesquisa Agropecuária Brasileira (Online) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)false
dc.title.none.fl_str_mv Alternative reference evapotranspiration methods for the main climate types of the state of Paraná, Brazil
Métodos alternativos de evapotranspiração de referência para os principais tipos climáticos do Paraná
title Alternative reference evapotranspiration methods for the main climate types of the state of Paraná, Brazil
spellingShingle Alternative reference evapotranspiration methods for the main climate types of the state of Paraná, Brazil
Gurski, Bruno César
climate variability; irrigation management; missing climate data; Penman Monteith; simplified models; water balance
variabilidade climática; manejo da irrigação; dados climáticos faltantes; Penman Monteith; modelos simplificados; balanço hídrico
title_short Alternative reference evapotranspiration methods for the main climate types of the state of Paraná, Brazil
title_full Alternative reference evapotranspiration methods for the main climate types of the state of Paraná, Brazil
title_fullStr Alternative reference evapotranspiration methods for the main climate types of the state of Paraná, Brazil
title_full_unstemmed Alternative reference evapotranspiration methods for the main climate types of the state of Paraná, Brazil
title_sort Alternative reference evapotranspiration methods for the main climate types of the state of Paraná, Brazil
author Gurski, Bruno César
author_facet Gurski, Bruno César
Jerszurki, Daniela
Souza, Jorge Luiz Moretti de
author_role author
author2 Jerszurki, Daniela
Souza, Jorge Luiz Moretti de
author2_role author
author
dc.contributor.none.fl_str_mv
Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (Capes)
Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)
Centro de Investigación Científica de Yucatán (CICY)
dc.contributor.author.fl_str_mv Gurski, Bruno César
Jerszurki, Daniela
Souza, Jorge Luiz Moretti de
dc.subject.por.fl_str_mv climate variability; irrigation management; missing climate data; Penman Monteith; simplified models; water balance
variabilidade climática; manejo da irrigação; dados climáticos faltantes; Penman Monteith; modelos simplificados; balanço hídrico
topic climate variability; irrigation management; missing climate data; Penman Monteith; simplified models; water balance
variabilidade climática; manejo da irrigação; dados climáticos faltantes; Penman Monteith; modelos simplificados; balanço hídrico
description The objective of this work was to define the best alternative methods for estimating the reference evapotranspiration (ETo) in the main climatic types (Cfa and Cfb) of the state of Paraná, Brazil. The methods tested were Budyko, Camargo, Hargreaves-Samani, Linacre, and Thornthwaite, which were compared to the ETo calculated with the Penman-Monteith ASCE (EToPM) method, between 1986 and 2015, in eight meteorological stations. The performance of the alternative methods was obtained from the coefficient of determination (R2), index “d” of agreement, index “c” of performance, and root mean square error (RMSE). The Hargreaves-Samani method has a better performance in estimating the ETo for the main climatic types in the state of Paraná. The Camargo method allows smaller errors between the standard values of ETo, obtained with the Penman-Monteith method, and the estimated values. The methods of Thornthwaite, Linacre, and Budyko are not adequate to estimate the ETo in any climatic type of the state of Paraná, Brazil.
publishDate 2018
dc.date.none.fl_str_mv 2018-11-07
dc.type.none.fl_str_mv
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://seer.sct.embrapa.br/index.php/pab/article/view/25720
url https://seer.sct.embrapa.br/index.php/pab/article/view/25720
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://seer.sct.embrapa.br/index.php/pab/article/view/25720/14285
https://seer.sct.embrapa.br/index.php/pab/article/downloadSuppFile/25720/17440
dc.rights.driver.fl_str_mv Direitos autorais 2018 Pesquisa Agropecuária Brasileira
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Direitos autorais 2018 Pesquisa Agropecuária Brasileira
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Pesquisa Agropecuaria Brasileira
Pesquisa Agropecuária Brasileira
publisher.none.fl_str_mv Pesquisa Agropecuaria Brasileira
Pesquisa Agropecuária Brasileira
dc.source.none.fl_str_mv Pesquisa Agropecuaria Brasileira; v.53, n.9, set. 2018; 1003-1010
Pesquisa Agropecuária Brasileira; v.53, n.9, set. 2018; 1003-1010
1678-3921
0100-104x
reponame:Pesquisa Agropecuária Brasileira (Online)
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instacron_str EMBRAPA
institution EMBRAPA
reponame_str Pesquisa Agropecuária Brasileira (Online)
collection Pesquisa Agropecuária Brasileira (Online)
repository.name.fl_str_mv Pesquisa Agropecuária Brasileira (Online) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
repository.mail.fl_str_mv pab@sct.embrapa.br || sct.pab@embrapa.br
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