Comparative analysis of meteorological data obtained by conventional and automatic stations in Londrina – PR

Detalhes bibliográficos
Autor(a) principal: Pereira, Lívia Maria Pederzini
Data de Publicação: 2008
Outros Autores: Caramori, Paulo Henrique, Ricce, Wilian da Silva, Caviglione, João Henrique
Tipo de documento: Artigo
Idioma: por
Título da fonte: Semina. Ciências Agrárias (Online)
Texto Completo: https://ojs.uel.br/revistas/uel/index.php/semagrarias/article/view/2817
Resumo: The objective was to compare variables collected with a conventional meteorological station of IAPAR with an automatic station of SIMEPAR, located side by side at the experimental station of IAPAR in Londrina – PR (latitude: 23°22´S; longitude: 51°10´W and altitude: 585m). Daily data of the following meteorological variables were analyzed: rainfall (Prec), maximum (Tmax), minimum (Tmin) and mean (Tmed) temperature, wind speed (V), and mean relative humidity (UR med), during the period from 10/01/ 1999 to 12/31/2006. For data comparisons the following statistical indexes were used: determination coefficient (R2); agreement (d); maximum error (EM); absolute mean error (EAM); efficiency (EF); critical mass coefficient (CRM); square root of the normalized quadratic mean error (RMSE); systematic (Es) and random (Ea) errors. Based on the linear regressions it was concluded that there was a significant agreement for each variable measured in both stations. The largest differences were found in the maximum temperature, mean relative humidity and rainfall, with ME of 4.7ºC, 24.5% e 21.2mm, respectively. The analyses evidenced that data obtained with the automatic meteorological station have high quality and can be used in climatological studies.
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spelling Comparative analysis of meteorological data obtained by conventional and automatic stations in Londrina – PRAnálise comparativa de dados meteorológicos obtidos por estação convencional e automática em Londrina - PRMeteorological stationComparative analysisClimatological variables.Estação meteorológicaAnálise comparativaVariáveis climáticas.The objective was to compare variables collected with a conventional meteorological station of IAPAR with an automatic station of SIMEPAR, located side by side at the experimental station of IAPAR in Londrina – PR (latitude: 23°22´S; longitude: 51°10´W and altitude: 585m). Daily data of the following meteorological variables were analyzed: rainfall (Prec), maximum (Tmax), minimum (Tmin) and mean (Tmed) temperature, wind speed (V), and mean relative humidity (UR med), during the period from 10/01/ 1999 to 12/31/2006. For data comparisons the following statistical indexes were used: determination coefficient (R2); agreement (d); maximum error (EM); absolute mean error (EAM); efficiency (EF); critical mass coefficient (CRM); square root of the normalized quadratic mean error (RMSE); systematic (Es) and random (Ea) errors. Based on the linear regressions it was concluded that there was a significant agreement for each variable measured in both stations. The largest differences were found in the maximum temperature, mean relative humidity and rainfall, with ME of 4.7ºC, 24.5% e 21.2mm, respectively. The analyses evidenced that data obtained with the automatic meteorological station have high quality and can be used in climatological studies.O objetivo foi efetuar um estudo comparativo entre uma estação meteorológica convencional do IAPAR e outra automática pertencente ao SIMEPAR, localizadas lado a lado na estação experimental do IAPAR em Londrina - PR (latitude: 23º22´S; longitude: 51º10´W e altitude: 585m). Foram analisados dados diários das seguintes variáveis meteorológicas: precipitação (Prec), temperaturas máxima (Tmax), mínima (Tmin) e média (Tmed) do ar, velocidade do vento (V) e umidade relativa do ar (URmed), durante o período de 1/ 10/1999 a 31/12/2006. Foram utilizados nas comparações dos dados os seguintes índices estatísticos: coeficiente de determinação (R2); concordância (d); erro máximo (ME); erro absoluto médio (EAM); eficiência (EF); coeficiente de massa crítica (CRM); raiz quadrada do erro médio quadrático normalizado (RMSE); erros sistemático (Es) e aleatório (Ea). Com base nas equações de regressão linear verificou-se que houve significativa concordância para cada variável medida nas duas estações meteorológicas. As maiores diferenças foram encontradas na Tmax, URmed e Prec, com ME da ordem de 4,7ºC, 24,5% e 21,2mm, respectivamente. As análises realizadas evidenciaram que os dados obtidos na estação meteorológica automática possuem alta confiabilidade e podem ser utilizados em estudos climatológicos.UEL2008-08-30info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://ojs.uel.br/revistas/uel/index.php/semagrarias/article/view/281710.5433/1679-0359.2008v29n2p299Semina: Ciências Agrárias; Vol. 29 No. 2 (2008); 299-306Semina: Ciências Agrárias; v. 29 n. 2 (2008); 299-3061679-03591676-546Xreponame:Semina. Ciências Agrárias (Online)instname:Universidade Estadual de Londrina (UEL)instacron:UELporhttps://ojs.uel.br/revistas/uel/index.php/semagrarias/article/view/2817/2396Pereira, Lívia Maria PederziniCaramori, Paulo HenriqueRicce, Wilian da SilvaCaviglione, João Henriqueinfo:eu-repo/semantics/openAccess2015-11-19T18:38:48Zoai:ojs.pkp.sfu.ca:article/2817Revistahttp://www.uel.br/revistas/uel/index.php/semagrariasPUBhttps://ojs.uel.br/revistas/uel/index.php/semagrarias/oaisemina.agrarias@uel.br1679-03591676-546Xopendoar:2015-11-19T18:38:48Semina. Ciências Agrárias (Online) - Universidade Estadual de Londrina (UEL)false
dc.title.none.fl_str_mv Comparative analysis of meteorological data obtained by conventional and automatic stations in Londrina – PR
Análise comparativa de dados meteorológicos obtidos por estação convencional e automática em Londrina - PR
title Comparative analysis of meteorological data obtained by conventional and automatic stations in Londrina – PR
spellingShingle Comparative analysis of meteorological data obtained by conventional and automatic stations in Londrina – PR
Pereira, Lívia Maria Pederzini
Meteorological station
Comparative analysis
Climatological variables.
Estação meteorológica
Análise comparativa
Variáveis climáticas.
title_short Comparative analysis of meteorological data obtained by conventional and automatic stations in Londrina – PR
title_full Comparative analysis of meteorological data obtained by conventional and automatic stations in Londrina – PR
title_fullStr Comparative analysis of meteorological data obtained by conventional and automatic stations in Londrina – PR
title_full_unstemmed Comparative analysis of meteorological data obtained by conventional and automatic stations in Londrina – PR
title_sort Comparative analysis of meteorological data obtained by conventional and automatic stations in Londrina – PR
author Pereira, Lívia Maria Pederzini
author_facet Pereira, Lívia Maria Pederzini
Caramori, Paulo Henrique
Ricce, Wilian da Silva
Caviglione, João Henrique
author_role author
author2 Caramori, Paulo Henrique
Ricce, Wilian da Silva
Caviglione, João Henrique
author2_role author
author
author
dc.contributor.author.fl_str_mv Pereira, Lívia Maria Pederzini
Caramori, Paulo Henrique
Ricce, Wilian da Silva
Caviglione, João Henrique
dc.subject.por.fl_str_mv Meteorological station
Comparative analysis
Climatological variables.
Estação meteorológica
Análise comparativa
Variáveis climáticas.
topic Meteorological station
Comparative analysis
Climatological variables.
Estação meteorológica
Análise comparativa
Variáveis climáticas.
description The objective was to compare variables collected with a conventional meteorological station of IAPAR with an automatic station of SIMEPAR, located side by side at the experimental station of IAPAR in Londrina – PR (latitude: 23°22´S; longitude: 51°10´W and altitude: 585m). Daily data of the following meteorological variables were analyzed: rainfall (Prec), maximum (Tmax), minimum (Tmin) and mean (Tmed) temperature, wind speed (V), and mean relative humidity (UR med), during the period from 10/01/ 1999 to 12/31/2006. For data comparisons the following statistical indexes were used: determination coefficient (R2); agreement (d); maximum error (EM); absolute mean error (EAM); efficiency (EF); critical mass coefficient (CRM); square root of the normalized quadratic mean error (RMSE); systematic (Es) and random (Ea) errors. Based on the linear regressions it was concluded that there was a significant agreement for each variable measured in both stations. The largest differences were found in the maximum temperature, mean relative humidity and rainfall, with ME of 4.7ºC, 24.5% e 21.2mm, respectively. The analyses evidenced that data obtained with the automatic meteorological station have high quality and can be used in climatological studies.
publishDate 2008
dc.date.none.fl_str_mv 2008-08-30
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://ojs.uel.br/revistas/uel/index.php/semagrarias/article/view/2817
10.5433/1679-0359.2008v29n2p299
url https://ojs.uel.br/revistas/uel/index.php/semagrarias/article/view/2817
identifier_str_mv 10.5433/1679-0359.2008v29n2p299
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://ojs.uel.br/revistas/uel/index.php/semagrarias/article/view/2817/2396
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv UEL
publisher.none.fl_str_mv UEL
dc.source.none.fl_str_mv Semina: Ciências Agrárias; Vol. 29 No. 2 (2008); 299-306
Semina: Ciências Agrárias; v. 29 n. 2 (2008); 299-306
1679-0359
1676-546X
reponame:Semina. Ciências Agrárias (Online)
instname:Universidade Estadual de Londrina (UEL)
instacron:UEL
instname_str Universidade Estadual de Londrina (UEL)
instacron_str UEL
institution UEL
reponame_str Semina. Ciências Agrárias (Online)
collection Semina. Ciências Agrárias (Online)
repository.name.fl_str_mv Semina. Ciências Agrárias (Online) - Universidade Estadual de Londrina (UEL)
repository.mail.fl_str_mv semina.agrarias@uel.br
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