Alternative reference evapotranspiration methods for the main climate types of the state of Paraná, Brazil
Autor(a) principal: | |
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Data de Publicação: | 2018 |
Outros Autores: | , |
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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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) instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa) instacron:EMBRAPA |
instname_str |
Empresa Brasileira de Pesquisa Agropecuária (Embrapa) |
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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1793416672955072512 |