Error autocorrelation and linear regression for temperature-based evapotranspiration estimates improvement

Detalhes bibliográficos
Autor(a) principal: MEDEIROS, Patrick Valverde
Data de Publicação: 2012
Outros Autores: MARCUZZO, Francisco Fernando Noronha, YOULTON, Cristián, WENDLAND, Edson Cezar
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional de Geociências - RIGEO
Texto Completo: https://rigeo.sgb.gov.br/handle/doc/18872
Resumo: Estimates of evapotranspiration on a local scale is important information for agricultural and hydrological practices. However, equations to estimate potential evapotranspiration based only on temperature data, which are simple to use, are usually less trustworthy than the Food and Agriculture Organization (FAO)- Penman-Monteith standard method. The present work describes two correction procedures for potential evapotranspiration estimates by temperature, making the results more reliable. Initially, the standard FAO- Penman-Monteith method was evaluated with a complete climatologic data set for the period between 2002 and 2006. Then temperature-based estimates by Camargo and Jensen-Haise methods have been adjusted by error autocorrelation evaluated in biweekly and monthly periods. In a second adjustment, simple linear regression was applied. The adjusted equations have been validated with climatic data available for the Year 2001. Both proposed methodologies showed good agreement with the standard method indicating that the methodology can be used for local potential evapotranspiration estimates.
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spelling MEDEIROS, Patrick ValverdeMARCUZZO, Francisco Fernando NoronhaYOULTON, CristiánWENDLAND, Edson Cezar2017-12-26T10:39:57Z2017-12-26T10:39:57Z2012MEDEIROS, Patrick Valverde et al. Error autocorrelation and linear regression for temperature-based evapotranspiration estimates improvement. Journal of the American Water Resources Association, Hoboken, NJ, v. 48, n. 2, p. 297-305, 2011.1093-474Xhttps://rigeo.sgb.gov.br/handle/doc/18872Estimates of evapotranspiration on a local scale is important information for agricultural and hydrological practices. However, equations to estimate potential evapotranspiration based only on temperature data, which are simple to use, are usually less trustworthy than the Food and Agriculture Organization (FAO)- Penman-Monteith standard method. The present work describes two correction procedures for potential evapotranspiration estimates by temperature, making the results more reliable. Initially, the standard FAO- Penman-Monteith method was evaluated with a complete climatologic data set for the period between 2002 and 2006. Then temperature-based estimates by Camargo and Jensen-Haise methods have been adjusted by error autocorrelation evaluated in biweekly and monthly periods. In a second adjustment, simple linear regression was applied. The adjusted equations have been validated with climatic data available for the Year 2001. Both proposed methodologies showed good agreement with the standard method indicating that the methodology can be used for local potential evapotranspiration estimates.CPRMUSPBlackwell Publishinglimitedinfo:eu-repo/semantics/openAccessEVAPOTRANSPIRATIONHYDROLOGYFAO-PENMAN-MONTEITHJENSEN-HAISECAMARGOEVAPOTRANSPIRATION ON A LOCAL SCALEFOOD AND AGRICULTURE ORGANIZATION - FAOPOTENTIAL EVAPOTRANSPIRATION ESTIMATESEVAPOTRANSPIRATIONESTIMATION METHODS ON RADIATIONPENMAN-MONTEITHEVAPOTRANSPIRAÇÃOHIDROLOGIAEVAPOTRANSPIRAÇÃO DE REFERÊNCIA DE CAMARGOBALANÇO HÍDRICOORGANIZAÇÃO DAS NAÇÕES UNIDAS PARA ALIMENTAÇÃO E AGRICULTURACONSTANTE PSICROMÉTRICASATURAÇÃO DE VAPOR DA ÁGUATEMPERATURA DO ARCLIMATOLOGIAEVAPORAÇÃOError autocorrelation and linear regression for temperature-based evapotranspiration estimates improvementinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleHoboken, NJengreponame:Repositório Institucional de Geociências - RIGEOinstname:Companhia de Pesquisa de Recursos Minerais (CPRM)instacron:CPRMORIGINALjawrs.pdfjawrs.pdfproducao cientificaapplication/pdf317978http://rigeo.sgb.gov.br/jspui/bitstream/doc/18872/1/jawrs.pdf72322d2abc50867a7b278f31bbf327b2MD51evapotranspiracao_temperatura_figuras.zipevapotranspiracao_temperatura_figuras.zipFigurasaplication/zip98928http://rigeo.sgb.gov.br/jspui/bitstream/doc/18872/5/evapotranspiracao_temperatura_figuras.zip87516792b4ab4ebb16e4bca551a0a338MD55LICENSElicense.txtlicense.txttext/plain; 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dc.title.pt_BR.fl_str_mv Error autocorrelation and linear regression for temperature-based evapotranspiration estimates improvement
title Error autocorrelation and linear regression for temperature-based evapotranspiration estimates improvement
spellingShingle Error autocorrelation and linear regression for temperature-based evapotranspiration estimates improvement
MEDEIROS, Patrick Valverde
EVAPOTRANSPIRAÇÃO
HIDROLOGIA
EVAPOTRANSPIRAÇÃO DE REFERÊNCIA DE CAMARGO
BALANÇO HÍDRICO
ORGANIZAÇÃO DAS NAÇÕES UNIDAS PARA ALIMENTAÇÃO E AGRICULTURA
CONSTANTE PSICROMÉTRICA
SATURAÇÃO DE VAPOR DA ÁGUA
TEMPERATURA DO AR
CLIMATOLOGIA
EVAPORAÇÃO
EVAPOTRANSPIRATION
HYDROLOGY
FAO-PENMAN-MONTEITH
JENSEN-HAISE
CAMARGO
EVAPOTRANSPIRATION ON A LOCAL SCALE
FOOD AND AGRICULTURE ORGANIZATION - FAO
POTENTIAL EVAPOTRANSPIRATION ESTIMATES
EVAPOTRANSPIRATION
ESTIMATION METHODS ON RADIATION
PENMAN-MONTEITH
title_short Error autocorrelation and linear regression for temperature-based evapotranspiration estimates improvement
title_full Error autocorrelation and linear regression for temperature-based evapotranspiration estimates improvement
title_fullStr Error autocorrelation and linear regression for temperature-based evapotranspiration estimates improvement
title_full_unstemmed Error autocorrelation and linear regression for temperature-based evapotranspiration estimates improvement
title_sort Error autocorrelation and linear regression for temperature-based evapotranspiration estimates improvement
author MEDEIROS, Patrick Valverde
author_facet MEDEIROS, Patrick Valverde
MARCUZZO, Francisco Fernando Noronha
YOULTON, Cristián
WENDLAND, Edson Cezar
author_role author
author2 MARCUZZO, Francisco Fernando Noronha
YOULTON, Cristián
WENDLAND, Edson Cezar
author2_role author
author
author
dc.contributor.author.fl_str_mv MEDEIROS, Patrick Valverde
MARCUZZO, Francisco Fernando Noronha
YOULTON, Cristián
WENDLAND, Edson Cezar
dc.subject.por.fl_str_mv EVAPOTRANSPIRAÇÃO
HIDROLOGIA
EVAPOTRANSPIRAÇÃO DE REFERÊNCIA DE CAMARGO
BALANÇO HÍDRICO
ORGANIZAÇÃO DAS NAÇÕES UNIDAS PARA ALIMENTAÇÃO E AGRICULTURA
CONSTANTE PSICROMÉTRICA
SATURAÇÃO DE VAPOR DA ÁGUA
TEMPERATURA DO AR
CLIMATOLOGIA
EVAPORAÇÃO
topic EVAPOTRANSPIRAÇÃO
HIDROLOGIA
EVAPOTRANSPIRAÇÃO DE REFERÊNCIA DE CAMARGO
BALANÇO HÍDRICO
ORGANIZAÇÃO DAS NAÇÕES UNIDAS PARA ALIMENTAÇÃO E AGRICULTURA
CONSTANTE PSICROMÉTRICA
SATURAÇÃO DE VAPOR DA ÁGUA
TEMPERATURA DO AR
CLIMATOLOGIA
EVAPORAÇÃO
EVAPOTRANSPIRATION
HYDROLOGY
FAO-PENMAN-MONTEITH
JENSEN-HAISE
CAMARGO
EVAPOTRANSPIRATION ON A LOCAL SCALE
FOOD AND AGRICULTURE ORGANIZATION - FAO
POTENTIAL EVAPOTRANSPIRATION ESTIMATES
EVAPOTRANSPIRATION
ESTIMATION METHODS ON RADIATION
PENMAN-MONTEITH
dc.subject.en.pt_BR.fl_str_mv EVAPOTRANSPIRATION
HYDROLOGY
FAO-PENMAN-MONTEITH
JENSEN-HAISE
CAMARGO
dc.subject.en.none.fl_str_mv EVAPOTRANSPIRATION ON A LOCAL SCALE
FOOD AND AGRICULTURE ORGANIZATION - FAO
POTENTIAL EVAPOTRANSPIRATION ESTIMATES
EVAPOTRANSPIRATION
ESTIMATION METHODS ON RADIATION
PENMAN-MONTEITH
description Estimates of evapotranspiration on a local scale is important information for agricultural and hydrological practices. However, equations to estimate potential evapotranspiration based only on temperature data, which are simple to use, are usually less trustworthy than the Food and Agriculture Organization (FAO)- Penman-Monteith standard method. The present work describes two correction procedures for potential evapotranspiration estimates by temperature, making the results more reliable. Initially, the standard FAO- Penman-Monteith method was evaluated with a complete climatologic data set for the period between 2002 and 2006. Then temperature-based estimates by Camargo and Jensen-Haise methods have been adjusted by error autocorrelation evaluated in biweekly and monthly periods. In a second adjustment, simple linear regression was applied. The adjusted equations have been validated with climatic data available for the Year 2001. Both proposed methodologies showed good agreement with the standard method indicating that the methodology can be used for local potential evapotranspiration estimates.
publishDate 2012
dc.date.issued.fl_str_mv 2012
dc.date.accessioned.fl_str_mv 2017-12-26T10:39:57Z
dc.date.available.fl_str_mv 2017-12-26T10:39:57Z
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.citation.fl_str_mv MEDEIROS, Patrick Valverde et al. Error autocorrelation and linear regression for temperature-based evapotranspiration estimates improvement. Journal of the American Water Resources Association, Hoboken, NJ, v. 48, n. 2, p. 297-305, 2011.
dc.identifier.uri.fl_str_mv https://rigeo.sgb.gov.br/handle/doc/18872
dc.identifier.issn.none.fl_str_mv 1093-474X
identifier_str_mv MEDEIROS, Patrick Valverde et al. Error autocorrelation and linear regression for temperature-based evapotranspiration estimates improvement. Journal of the American Water Resources Association, Hoboken, NJ, v. 48, n. 2, p. 297-305, 2011.
1093-474X
url https://rigeo.sgb.gov.br/handle/doc/18872
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv limited
info:eu-repo/semantics/openAccess
rights_invalid_str_mv limited
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Blackwell Publishing
publisher.none.fl_str_mv Blackwell Publishing
dc.source.none.fl_str_mv reponame:Repositório Institucional de Geociências - RIGEO
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instacron:CPRM
instname_str Companhia de Pesquisa de Recursos Minerais (CPRM)
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institution CPRM
reponame_str Repositório Institucional de Geociências - RIGEO
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