Desenvolvimento de um sistema web para estimativa numérica de dados meteorológicos do Rio Grande do Sul

Detalhes bibliográficos
Ano de defesa: 2010
Autor(a) principal: Ferraz, Rafael Camargo lattes
Orientador(a): Robaina, Adroaldo Dias lattes
Banca de defesa: Peiter, Márcia Xavier lattes, Volk, Sandra Maria Bochi da Silva lattes
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade Federal de Santa Maria
Programa de Pós-Graduação: Programa de Pós-Graduação em Geomática
Departamento: Geociências
País: BR
Palavras-chave em Português:
Palavras-chave em Inglês:
Área do conhecimento CNPq:
Link de acesso: http://repositorio.ufsm.br/handle/1/9527
Resumo: Climate influences a large variety of human activities and the real-time access to climatic data aims for providing information that are fundamental in several human activities, mainly for agriculture. Nowadays there are few weather stations operating, which causes a lack of information at worldwide level, in different regions. Keeping in mind that the state of Rio Grande do Sul has a large part of its economy based on agriculture, as well as the climatological information's relevance, this study aims at developing a web system for numerical estimate of meteorological data in the RS's state, based on the automatical and superficial weather stations from the National Institute of Meteorology (INMET), in order to make the data available to the regions where there are no stations. The inverse distance weighting was used as an interpolation model, applying the exponents from zero (0) to five (5) and, later, comparing them through the coefficients of correlation, regression and the performance index. It was made use of programming languages as PHP, HTML and JavaScript to develop the web system, with support for MySQL database. The programs used were Macromedia Dreamweaver 8.0 and HeidSQL; the first was used for web programming whereas the second was used to manage the database. Among the nine variables that was analysed, just four of them showed a great performance. They are: temperature, relative humidity, atmospheric pressure and dew points. The interpolation model with the exponent five (5) has shown the best performance regarding to the four variables. After defining the best method, it was created a MySQL database called SWIM (Meteorological Interpolation's Web System) and through it the web system was developed, which has offered quickness, security and reliability to the application.
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spelling 2010-03-122010-03-122010-01-19FERRAZ, Rafael Camargo. DEVELOPMENT OF A WEB SYSTEM FOR NUMERICAL ESTIMATE OF METEOROLOGICAL DATA FROM RIO GRANDE DO SUL. 2010. 87 f. Dissertação (Mestrado em Geociências) - Universidade Federal de Santa Maria, Santa Maria, 2010.http://repositorio.ufsm.br/handle/1/9527Climate influences a large variety of human activities and the real-time access to climatic data aims for providing information that are fundamental in several human activities, mainly for agriculture. Nowadays there are few weather stations operating, which causes a lack of information at worldwide level, in different regions. Keeping in mind that the state of Rio Grande do Sul has a large part of its economy based on agriculture, as well as the climatological information's relevance, this study aims at developing a web system for numerical estimate of meteorological data in the RS's state, based on the automatical and superficial weather stations from the National Institute of Meteorology (INMET), in order to make the data available to the regions where there are no stations. The inverse distance weighting was used as an interpolation model, applying the exponents from zero (0) to five (5) and, later, comparing them through the coefficients of correlation, regression and the performance index. It was made use of programming languages as PHP, HTML and JavaScript to develop the web system, with support for MySQL database. The programs used were Macromedia Dreamweaver 8.0 and HeidSQL; the first was used for web programming whereas the second was used to manage the database. Among the nine variables that was analysed, just four of them showed a great performance. They are: temperature, relative humidity, atmospheric pressure and dew points. The interpolation model with the exponent five (5) has shown the best performance regarding to the four variables. After defining the best method, it was created a MySQL database called SWIM (Meteorological Interpolation's Web System) and through it the web system was developed, which has offered quickness, security and reliability to the application.O clima influencia as mais diversas atividades humanas e o acesso aos dados climatológicos em tempo real, visa o fornecimento de informações que são fundamentais, principalmente para a agricultura. Atualmente existem poucas estações meteorológicas instaladas o que gera carência de informações, em âmbito mundial, para diversas regiões. Tendo em vista que o Estado do Rio Grande do Sul possui grande parte de sua economia baseada na agricultura e também a relevância das informações climatológicas, o presente trabalho teve como objetivo desenvolver um sistema web de estimativa numérica de dados meteorológicos para o Estado, com base nas estações meteorológicas automáticas de superfície, do Instituto Nacional de Meteorologia (INMET), com o intuito de dispor os dados para as regiões as quais não possuem estações. Como modelo interpolador foi utilizado o inverso da potência da distância, aplicando os expoentes de 0 a 5 e, posteriormente comparando-os através dos coeficientes de correlação, regressão e índice de desempenho. Para a realização do sistema web foram utilizadas as linguagens de programação PHP, HTML e javascript, com suporte ao banco de dados MYSQL. Utilizou-se os programas Macromedia Dreamweaver 8.0 para a programação web e HeidiSQL para gerenciar o banco de dados. Dentre as nove variáveis analisadas, apenas quatro apresentaram ótimo desempenho, sendo elas: temperatura, umidade relativa do ar, pressão atmosférica e ponto de orvalhos. O modelo de interpolação com expoente 5 foi o que apresentou melhor desempenho para as quatro variáveis. Após definição do melhor método, criou-se o banco de dados SWIM (Sistema Web de Interpolação Meteorológica) em MySQL e desenvolveu-se o sistema web, o qual ofereceu rapidez, segurança e confiabilidade para a aplicação.Coordenação de Aperfeiçoamento de Pessoal de Nível Superiorapplication/pdfporUniversidade Federal de Santa MariaPrograma de Pós-Graduação em GeomáticaUFSMBRGeociênciasInterpolação espacialAgrometeorologiaWeb serviceSpatial interpolationAgrometeorologyWeb serviceCNPQ::CIENCIAS EXATAS E DA TERRA::GEOCIENCIASDesenvolvimento de um sistema web para estimativa numérica de dados meteorológicos do Rio Grande do SulDevelopment of a web system for numerical estimate of meteorological data from Rio Grande do Sulinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisRobaina, Adroaldo Diashttp://lattes.cnpq.br/8629241691140049Peiter, Márcia Xavierhttp://lattes.cnpq.br/4072803412132476Volk, Sandra Maria Bochi da Silvahttp://lattes.cnpq.br/3847363937716722http://lattes.cnpq.br/9975610954564787Ferraz, Rafael Camargo100700000005400500500500300a461031e-e4dd-4408-ac4e-e2eea463cc6186602817-b2da-43d7-a150-28779e7adae86cff507b-c590-4711-88ff-f4923a065e439492dee2-d8a7-4a11-b67a-72041b9b7afainfo:eu-repo/semantics/openAccessreponame:Biblioteca Digital de Teses e Dissertações do UFSMinstname:Universidade Federal de Santa Maria (UFSM)instacron:UFSMORIGINALFERRAZ, RAFAEL CAMARGO.pdfapplication/pdf2342231http://repositorio.ufsm.br/bitstream/1/9527/1/FERRAZ%2c%20RAFAEL%20CAMARGO.pdfcdbb20c1fb15ed21b9e557f76dbf3684MD51TEXTFERRAZ, RAFAEL CAMARGO.pdf.txtFERRAZ, RAFAEL CAMARGO.pdf.txtExtracted texttext/plain141927http://repositorio.ufsm.br/bitstream/1/9527/2/FERRAZ%2c%20RAFAEL%20CAMARGO.pdf.txt83da3a234eac0f5963dcc7778069a126MD52THUMBNAILFERRAZ, RAFAEL CAMARGO.pdf.jpgFERRAZ, RAFAEL CAMARGO.pdf.jpgIM Thumbnailimage/jpeg5149http://repositorio.ufsm.br/bitstream/1/9527/3/FERRAZ%2c%20RAFAEL%20CAMARGO.pdf.jpga91b84bce07ca8bd3977281172bd0c9eMD531/95272022-01-14 07:38:03.497oai:repositorio.ufsm.br:1/9527Biblioteca Digital de Teses e Dissertaçõeshttps://repositorio.ufsm.br/ONGhttps://repositorio.ufsm.br/oai/requestatendimento.sib@ufsm.br||tedebc@gmail.comopendoar:2022-01-14T10:38:03Biblioteca Digital de Teses e Dissertações do UFSM - Universidade Federal de Santa Maria (UFSM)false
dc.title.por.fl_str_mv Desenvolvimento de um sistema web para estimativa numérica de dados meteorológicos do Rio Grande do Sul
dc.title.alternative.eng.fl_str_mv Development of a web system for numerical estimate of meteorological data from Rio Grande do Sul
title Desenvolvimento de um sistema web para estimativa numérica de dados meteorológicos do Rio Grande do Sul
spellingShingle Desenvolvimento de um sistema web para estimativa numérica de dados meteorológicos do Rio Grande do Sul
Ferraz, Rafael Camargo
Interpolação espacial
Agrometeorologia
Web service
Spatial interpolation
Agrometeorology
Web service
CNPQ::CIENCIAS EXATAS E DA TERRA::GEOCIENCIAS
title_short Desenvolvimento de um sistema web para estimativa numérica de dados meteorológicos do Rio Grande do Sul
title_full Desenvolvimento de um sistema web para estimativa numérica de dados meteorológicos do Rio Grande do Sul
title_fullStr Desenvolvimento de um sistema web para estimativa numérica de dados meteorológicos do Rio Grande do Sul
title_full_unstemmed Desenvolvimento de um sistema web para estimativa numérica de dados meteorológicos do Rio Grande do Sul
title_sort Desenvolvimento de um sistema web para estimativa numérica de dados meteorológicos do Rio Grande do Sul
author Ferraz, Rafael Camargo
author_facet Ferraz, Rafael Camargo
author_role author
dc.contributor.advisor1.fl_str_mv Robaina, Adroaldo Dias
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/8629241691140049
dc.contributor.referee1.fl_str_mv Peiter, Márcia Xavier
dc.contributor.referee1Lattes.fl_str_mv http://lattes.cnpq.br/4072803412132476
dc.contributor.referee2.fl_str_mv Volk, Sandra Maria Bochi da Silva
dc.contributor.referee2Lattes.fl_str_mv http://lattes.cnpq.br/3847363937716722
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/9975610954564787
dc.contributor.author.fl_str_mv Ferraz, Rafael Camargo
contributor_str_mv Robaina, Adroaldo Dias
Peiter, Márcia Xavier
Volk, Sandra Maria Bochi da Silva
dc.subject.por.fl_str_mv Interpolação espacial
Agrometeorologia
Web service
topic Interpolação espacial
Agrometeorologia
Web service
Spatial interpolation
Agrometeorology
Web service
CNPQ::CIENCIAS EXATAS E DA TERRA::GEOCIENCIAS
dc.subject.eng.fl_str_mv Spatial interpolation
Agrometeorology
Web service
dc.subject.cnpq.fl_str_mv CNPQ::CIENCIAS EXATAS E DA TERRA::GEOCIENCIAS
description Climate influences a large variety of human activities and the real-time access to climatic data aims for providing information that are fundamental in several human activities, mainly for agriculture. Nowadays there are few weather stations operating, which causes a lack of information at worldwide level, in different regions. Keeping in mind that the state of Rio Grande do Sul has a large part of its economy based on agriculture, as well as the climatological information's relevance, this study aims at developing a web system for numerical estimate of meteorological data in the RS's state, based on the automatical and superficial weather stations from the National Institute of Meteorology (INMET), in order to make the data available to the regions where there are no stations. The inverse distance weighting was used as an interpolation model, applying the exponents from zero (0) to five (5) and, later, comparing them through the coefficients of correlation, regression and the performance index. It was made use of programming languages as PHP, HTML and JavaScript to develop the web system, with support for MySQL database. The programs used were Macromedia Dreamweaver 8.0 and HeidSQL; the first was used for web programming whereas the second was used to manage the database. Among the nine variables that was analysed, just four of them showed a great performance. They are: temperature, relative humidity, atmospheric pressure and dew points. The interpolation model with the exponent five (5) has shown the best performance regarding to the four variables. After defining the best method, it was created a MySQL database called SWIM (Meteorological Interpolation's Web System) and through it the web system was developed, which has offered quickness, security and reliability to the application.
publishDate 2010
dc.date.accessioned.fl_str_mv 2010-03-12
dc.date.available.fl_str_mv 2010-03-12
dc.date.issued.fl_str_mv 2010-01-19
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dc.identifier.citation.fl_str_mv FERRAZ, Rafael Camargo. DEVELOPMENT OF A WEB SYSTEM FOR NUMERICAL ESTIMATE OF METEOROLOGICAL DATA FROM RIO GRANDE DO SUL. 2010. 87 f. Dissertação (Mestrado em Geociências) - Universidade Federal de Santa Maria, Santa Maria, 2010.
dc.identifier.uri.fl_str_mv http://repositorio.ufsm.br/handle/1/9527
identifier_str_mv FERRAZ, Rafael Camargo. DEVELOPMENT OF A WEB SYSTEM FOR NUMERICAL ESTIMATE OF METEOROLOGICAL DATA FROM RIO GRANDE DO SUL. 2010. 87 f. Dissertação (Mestrado em Geociências) - Universidade Federal de Santa Maria, Santa Maria, 2010.
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