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

Detalhes bibliográficos
Autor(a) principal: Ferraz, Rafael Camargo
Data de Publicação: 2010
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Manancial - Repositório Digital da UFSM
Texto Completo: 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.
id UFSM-20_ed86d154c2289a5ffcd8362fddba106c
oai_identifier_str oai:repositorio.ufsm.br:1/9527
network_acronym_str UFSM-20
network_name_str Manancial - Repositório Digital da UFSM
repository_id_str 3913
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:Manancial - Repositório Digital da 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:1/9527Repositório Institucionalhttp://repositorio.ufsm.br/PUBhttp://repositorio.ufsm.br/oai/requestopendoar:39132022-01-14T10:38:03Manancial - Repositório Digital da 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
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
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.
url http://repositorio.ufsm.br/handle/1/9527
dc.language.iso.fl_str_mv por
language por
dc.relation.cnpq.fl_str_mv 100700000005
dc.relation.confidence.fl_str_mv 400
500
500
500
300
dc.relation.authority.fl_str_mv a461031e-e4dd-4408-ac4e-e2eea463cc61
86602817-b2da-43d7-a150-28779e7adae8
6cff507b-c590-4711-88ff-f4923a065e43
9492dee2-d8a7-4a11-b67a-72041b9b7afa
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 Universidade Federal de Santa Maria
dc.publisher.program.fl_str_mv Programa de Pós-Graduação em Geomática
dc.publisher.initials.fl_str_mv UFSM
dc.publisher.country.fl_str_mv BR
dc.publisher.department.fl_str_mv Geociências
publisher.none.fl_str_mv Universidade Federal de Santa Maria
dc.source.none.fl_str_mv reponame:Manancial - Repositório Digital da UFSM
instname:Universidade Federal de Santa Maria (UFSM)
instacron:UFSM
instname_str Universidade Federal de Santa Maria (UFSM)
instacron_str UFSM
institution UFSM
reponame_str Manancial - Repositório Digital da UFSM
collection Manancial - Repositório Digital da UFSM
bitstream.url.fl_str_mv http://repositorio.ufsm.br/bitstream/1/9527/1/FERRAZ%2c%20RAFAEL%20CAMARGO.pdf
http://repositorio.ufsm.br/bitstream/1/9527/2/FERRAZ%2c%20RAFAEL%20CAMARGO.pdf.txt
http://repositorio.ufsm.br/bitstream/1/9527/3/FERRAZ%2c%20RAFAEL%20CAMARGO.pdf.jpg
bitstream.checksum.fl_str_mv cdbb20c1fb15ed21b9e557f76dbf3684
83da3a234eac0f5963dcc7778069a126
a91b84bce07ca8bd3977281172bd0c9e
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
repository.name.fl_str_mv Manancial - Repositório Digital da UFSM - Universidade Federal de Santa Maria (UFSM)
repository.mail.fl_str_mv
_version_ 1801223665154523136