Solar radiation evaluation based on cloudiness data

Detalhes bibliográficos
Autor(a) principal: Moojen, Thomaz Menna Barreto
Data de Publicação: 2013
Outros Autores: Cavalcante, Rosane Barbosa Lopes, Bulhões Mendes, Carlos André
Tipo de documento: Artigo
Idioma: por
Título da fonte: Geografia (Londrina)
Texto Completo: https://ojs.uel.br/revistas/uel/index.php/geografia/article/view/10346
Resumo: The solar radiation reaching the earth’s surface is essential for a wide range of human activities. However, observations of this important meteorological variable are scarce. Having this said, this paper proposes a methodology to estimate the solar radiation upon a given area from easily obtained data. Both radiation components were analyzed: direct and diffuse. To do so, monthly climatic cloudiness data and the digital elevation model (DEM) were used. The atmospheric transmissivity and the diffuse ratio were estimated from an adaptation of an empirical relation involving cloudiness. Based on the DEM, the solar radiation was evaluated taking into account the slope and orientation of the surface and the influence of surrounding topography. These estimates were compared with direct global radiation measurements along the year of 2009. Due to the use of monthly cloudiness data, no good correlation was obtained for daily radiation. However, daily radiation integrated in a monthly base showed better results, especially in the months in which the observed rainfall was similar to the climatic precipitation expected. Furthermore, analyzing 2009 as a whole year, the proposed methodology showed good results, overestimating the global radiations in 7.25%. 
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spelling Solar radiation evaluation based on cloudiness dataAvaliação da radiação solar com base em dados de nebulosidadeSolar radiationGIScloudinessdirect radiationdiffuse radiation.Radiação solarSIGnebulosidaderadiação diretaradiação difusaThe solar radiation reaching the earth’s surface is essential for a wide range of human activities. However, observations of this important meteorological variable are scarce. Having this said, this paper proposes a methodology to estimate the solar radiation upon a given area from easily obtained data. Both radiation components were analyzed: direct and diffuse. To do so, monthly climatic cloudiness data and the digital elevation model (DEM) were used. The atmospheric transmissivity and the diffuse ratio were estimated from an adaptation of an empirical relation involving cloudiness. Based on the DEM, the solar radiation was evaluated taking into account the slope and orientation of the surface and the influence of surrounding topography. These estimates were compared with direct global radiation measurements along the year of 2009. Due to the use of monthly cloudiness data, no good correlation was obtained for daily radiation. However, daily radiation integrated in a monthly base showed better results, especially in the months in which the observed rainfall was similar to the climatic precipitation expected. Furthermore, analyzing 2009 as a whole year, the proposed methodology showed good results, overestimating the global radiations in 7.25%. A radiação solar que atinge a superfície terrestre é essencial para uma ampla gama de atividades humanas. Contudo, observações desta importante variável meteorológica são escassas. Tendo isto em vista, este trabalho apresenta uma metodologia para estimar a radiação solar em uma dada área com base em dados de fácil obtenção. Foram analisadas ambas as componentens da radiação: direta e difusa. Para isto foram utilizados dados mensais de cobertura de nuvens de normal climatológica e o modelo digital de elevação do terreno (MDE). A transmissividade atmosférica e a proporção da parcela difusa foram estimadas a partir da adaptação de uma relação empírica envolvendo a nebulosidade. Com base no MDE, a radiação solar foi estimada levando em conta a declividade e orientação da superfície e a influência do relevo. Estas estimativas foram comparadas com medições diretas da radiação globa ao longo do ano de 2009. Devido à utilização de dados mensais de nebulosidade, não foi obtida boa correlação para a radiação diária. Contudo, a radiação diária integrada em base mensal, mostrou melhores resultados, especialmente nos meses em que a precipitação foi semelhante à normal climatológica de precipitação. Ainda, analisando todo ano de 2009 a metodologia proposta apresentou bons resultados, superestimando a radiação global em 7,25%. Universidade Estadual de Londrina2013-12-16info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionAvaliado pelos paresapplication/pdfhttps://ojs.uel.br/revistas/uel/index.php/geografia/article/view/1034610.5433/2447-1747.2012v21n3p41GEOGRAFIA (Londrina); v. 21 n. 3 (2012); 41-552447-1747reponame:Geografia (Londrina)instname:Universidade Estadual de Londrina (UEL)instacron:UELporhttps://ojs.uel.br/revistas/uel/index.php/geografia/article/view/10346/13762Copyright (c) 2013 GEOGRAFIA (Londrina)info:eu-repo/semantics/openAccessMoojen, Thomaz Menna BarretoCavalcante, Rosane Barbosa LopesBulhões Mendes, Carlos André2013-12-16T22:17:00Zoai:ojs.pkp.sfu.ca:article/10346Revistahttps://www.uel.br/revistas/uel/index.php/geografiaPUBhttps://www.uel.br/revistas/uel/index.php/geografia/oairevista.geografia.uel@gmail.com||marcar@uel.br||laudi@uel.br2447-17470102-3888opendoar:2013-12-16T22:17Geografia (Londrina) - Universidade Estadual de Londrina (UEL)false
dc.title.none.fl_str_mv Solar radiation evaluation based on cloudiness data
Avaliação da radiação solar com base em dados de nebulosidade
title Solar radiation evaluation based on cloudiness data
spellingShingle Solar radiation evaluation based on cloudiness data
Moojen, Thomaz Menna Barreto
Solar radiation
GIS
cloudiness
direct radiation
diffuse radiation.
Radiação solar
SIG
nebulosidade
radiação direta
radiação difusa
title_short Solar radiation evaluation based on cloudiness data
title_full Solar radiation evaluation based on cloudiness data
title_fullStr Solar radiation evaluation based on cloudiness data
title_full_unstemmed Solar radiation evaluation based on cloudiness data
title_sort Solar radiation evaluation based on cloudiness data
author Moojen, Thomaz Menna Barreto
author_facet Moojen, Thomaz Menna Barreto
Cavalcante, Rosane Barbosa Lopes
Bulhões Mendes, Carlos André
author_role author
author2 Cavalcante, Rosane Barbosa Lopes
Bulhões Mendes, Carlos André
author2_role author
author
dc.contributor.author.fl_str_mv Moojen, Thomaz Menna Barreto
Cavalcante, Rosane Barbosa Lopes
Bulhões Mendes, Carlos André
dc.subject.por.fl_str_mv Solar radiation
GIS
cloudiness
direct radiation
diffuse radiation.
Radiação solar
SIG
nebulosidade
radiação direta
radiação difusa
topic Solar radiation
GIS
cloudiness
direct radiation
diffuse radiation.
Radiação solar
SIG
nebulosidade
radiação direta
radiação difusa
description The solar radiation reaching the earth’s surface is essential for a wide range of human activities. However, observations of this important meteorological variable are scarce. Having this said, this paper proposes a methodology to estimate the solar radiation upon a given area from easily obtained data. Both radiation components were analyzed: direct and diffuse. To do so, monthly climatic cloudiness data and the digital elevation model (DEM) were used. The atmospheric transmissivity and the diffuse ratio were estimated from an adaptation of an empirical relation involving cloudiness. Based on the DEM, the solar radiation was evaluated taking into account the slope and orientation of the surface and the influence of surrounding topography. These estimates were compared with direct global radiation measurements along the year of 2009. Due to the use of monthly cloudiness data, no good correlation was obtained for daily radiation. However, daily radiation integrated in a monthly base showed better results, especially in the months in which the observed rainfall was similar to the climatic precipitation expected. Furthermore, analyzing 2009 as a whole year, the proposed methodology showed good results, overestimating the global radiations in 7.25%. 
publishDate 2013
dc.date.none.fl_str_mv 2013-12-16
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
Avaliado pelos pares
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://ojs.uel.br/revistas/uel/index.php/geografia/article/view/10346
10.5433/2447-1747.2012v21n3p41
url https://ojs.uel.br/revistas/uel/index.php/geografia/article/view/10346
identifier_str_mv 10.5433/2447-1747.2012v21n3p41
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://ojs.uel.br/revistas/uel/index.php/geografia/article/view/10346/13762
dc.rights.driver.fl_str_mv Copyright (c) 2013 GEOGRAFIA (Londrina)
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2013 GEOGRAFIA (Londrina)
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Estadual de Londrina
publisher.none.fl_str_mv Universidade Estadual de Londrina
dc.source.none.fl_str_mv GEOGRAFIA (Londrina); v. 21 n. 3 (2012); 41-55
2447-1747
reponame:Geografia (Londrina)
instname:Universidade Estadual de Londrina (UEL)
instacron:UEL
instname_str Universidade Estadual de Londrina (UEL)
instacron_str UEL
institution UEL
reponame_str Geografia (Londrina)
collection Geografia (Londrina)
repository.name.fl_str_mv Geografia (Londrina) - Universidade Estadual de Londrina (UEL)
repository.mail.fl_str_mv revista.geografia.uel@gmail.com||marcar@uel.br||laudi@uel.br
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