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

Bibliographic Details
Main Author: Ferraz, Rafael Camargo
Publication Date: 2010
Format: Master thesis
Language: por
Source: Manancial - Repositório Digital da UFSM
dARK ID: ark:/26339/0013000001h65
Download full: http://repositorio.ufsm.br/handle/1/9527
Summary: 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 Desenvolvimento 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 SulInterpolação espacialAgrometeorologiaWeb serviceSpatial interpolationAgrometeorologyWeb serviceCNPQ::CIENCIAS EXATAS E DA TERRA::GEOCIENCIASClimate 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.Coordenação de Aperfeiçoamento de Pessoal de Nível SuperiorO 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.Universidade Federal de Santa MariaBRGeociênciasUFSMPrograma de Pós-Graduação em GeomáticaRobaina, Adroaldo Diashttp://lattes.cnpq.br/8629241691140049Peiter, Márcia Xavierhttp://lattes.cnpq.br/4072803412132476Volk, Sandra Maria Bochi da Silvahttp://lattes.cnpq.br/3847363937716722Ferraz, Rafael Camargo2010-03-122010-03-122010-01-19info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfapplication/pdfFERRAZ, 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/1/9527ark:/26339/0013000001h65porinfo:eu-repo/semantics/openAccessreponame:Manancial - Repositório Digital da UFSMinstname:Universidade Federal de Santa Maria (UFSM)instacron:UFSM2022-01-14T10:38:03Zoai:repositorio.ufsm.br:1/9527Biblioteca Digital de Teses e Dissertaçõeshttps://repositorio.ufsm.br/PUBhttps://repositorio.ufsm.br/oai/requestatendimento.sib@ufsm.br||tedebc@gmail.com||manancial@ufsm.bropendoar:2022-01-14T10:38:03Manancial - Repositório Digital da UFSM - Universidade Federal de Santa Maria (UFSM)false
dc.title.none.fl_str_mv Desenvolvimento de um sistema web para estimativa numérica de dados meteorológicos do Rio Grande do Sul
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.none.fl_str_mv Robaina, Adroaldo Dias
http://lattes.cnpq.br/8629241691140049
Peiter, Márcia Xavier
http://lattes.cnpq.br/4072803412132476
Volk, Sandra Maria Bochi da Silva
http://lattes.cnpq.br/3847363937716722
dc.contributor.author.fl_str_mv Ferraz, Rafael Camargo
dc.subject.por.fl_str_mv Interpolação espacial
Agrometeorologia
Web service
Spatial interpolation
Agrometeorology
Web service
CNPQ::CIENCIAS EXATAS E DA TERRA::GEOCIENCIAS
topic Interpolação espacial
Agrometeorologia
Web service
Spatial interpolation
Agrometeorology
Web service
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.none.fl_str_mv 2010-03-12
2010-03-12
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.uri.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.
http://repositorio.ufsm.br/handle/1/9527
dc.identifier.dark.fl_str_mv ark:/26339/0013000001h65
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.
ark:/26339/0013000001h65
url http://repositorio.ufsm.br/handle/1/9527
dc.language.iso.fl_str_mv por
language por
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Santa Maria
BR
Geociências
UFSM
Programa de Pós-Graduação em Geomática
publisher.none.fl_str_mv Universidade Federal de Santa Maria
BR
Geociências
UFSM
Programa de Pós-Graduação em Geomática
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
repository.name.fl_str_mv Manancial - Repositório Digital da UFSM - Universidade Federal de Santa Maria (UFSM)
repository.mail.fl_str_mv atendimento.sib@ufsm.br||tedebc@gmail.com||manancial@ufsm.br
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