Técnicas de engenharia de software aplicadas à modelagem e simulação de doenças de plantas

Detalhes bibliográficos
Ano de defesa: 2007
Autor(a) principal: Pavan, Willingthon
Orientador(a): Não Informado pela instituição
Banca de defesa: Não Informado pela instituição
Tipo de documento: Tese
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade de Passo Fundo
Faculdade de Agronomia e Medicina Veterinária – FAMV
BR
UPF
Programa de Pós-Graduação em Agronomia
Programa de Pós-Graduação: Não Informado pela instituição
Departamento: Não Informado pela instituição
País: Não Informado pela instituição
Palavras-chave em Português:
Link de acesso: https://repositorio.upf.br/handle/123456789/9112
Resumo: Faced with increased demands for food by a growing population, threats to the environment due to increasing pressures on land and water resources, and globalization of markets and trade, many agricultural production systems around the world are rapidly changing. Methods are needed to evaluate options for development, impacts of changes in production systems, and stability and sustainability of proposed changes in practices so that decisions can be made to achieve societal goals A systems approach, integrating knowledge from different disciplines, is necessary. In this direction, simulation models are presented as a research tool for addressing problems involving the agricultural sector. The development of these models requires a deep analysis of the system in study, being crucial the choice of methods and tools of software engineering. In the last few decades, the mathematical modeling of plant diseases, for example, has expanded very quickly, contributing for disease integrated management. The recent advances in the computer science have assisted in this development, bringing operational advantages and usefulness for the construction of models representing complex processes. The modularity and the generic form are terms that describe the new and widely accepted methodology to surpass the complexities in the development and re-use of models. This work had as objective to apply project patterns towards the development of crop simulation models, using MVC (Model-View-Controller), to develop a generic plant disease model, using UML and object oriented programming languages, and to apply the proposed architecture for the development of a novel approach for delivering decision supporting to plant disease management (SISALERT). The application of software engineering techniques revealed to be appropriate and robust to guide in the development of plant disease simulation models. Combining technologies proved to be possible to use existing knowledge legacy. The programming language R, allowed to carry through the communication between Fortran and Java. The simulation model of the pathosystem Puccinia-Wheat reasonable well, representing leaf rust progress accordingly to the wheat leaf area growth. It can be used as a tool for studying pathogen/host relationship and for damage quantification. The platform SISALERT, showed to be feasible the application of decision support systems on a large scale. Moreover, it was demonstrated that it can be expanded for other uses/crops
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spelling Técnicas de engenharia de software aplicadas à modelagem e simulação de doenças de plantasSoftware engineering techniques applied to modeling and simulation of plant diseasesFitopatologia - Simulação (Computadores)TrigoComputer simulationWheatPlant diseasesCNPQ::CIENCIAS AGRARIAS::AGRONOMIA::FITOSSANIDADE::FITOPATOLOGIAFaced with increased demands for food by a growing population, threats to the environment due to increasing pressures on land and water resources, and globalization of markets and trade, many agricultural production systems around the world are rapidly changing. Methods are needed to evaluate options for development, impacts of changes in production systems, and stability and sustainability of proposed changes in practices so that decisions can be made to achieve societal goals A systems approach, integrating knowledge from different disciplines, is necessary. In this direction, simulation models are presented as a research tool for addressing problems involving the agricultural sector. The development of these models requires a deep analysis of the system in study, being crucial the choice of methods and tools of software engineering. In the last few decades, the mathematical modeling of plant diseases, for example, has expanded very quickly, contributing for disease integrated management. The recent advances in the computer science have assisted in this development, bringing operational advantages and usefulness for the construction of models representing complex processes. The modularity and the generic form are terms that describe the new and widely accepted methodology to surpass the complexities in the development and re-use of models. This work had as objective to apply project patterns towards the development of crop simulation models, using MVC (Model-View-Controller), to develop a generic plant disease model, using UML and object oriented programming languages, and to apply the proposed architecture for the development of a novel approach for delivering decision supporting to plant disease management (SISALERT). The application of software engineering techniques revealed to be appropriate and robust to guide in the development of plant disease simulation models. Combining technologies proved to be possible to use existing knowledge legacy. The programming language R, allowed to carry through the communication between Fortran and Java. The simulation model of the pathosystem Puccinia-Wheat reasonable well, representing leaf rust progress accordingly to the wheat leaf area growth. It can be used as a tool for studying pathogen/host relationship and for damage quantification. The platform SISALERT, showed to be feasible the application of decision support systems on a large scale. Moreover, it was demonstrated that it can be expanded for other uses/cropsDiante do aumento na demanda por alimentos, ameaças ao ambiente, aumento da pressão sobre os recursos terra/água e a globalização dos mercados, muitos sistemas de produção agrícola ao redor do mundo estão rapidamente sendo modificados. Novas metodologias surgem para avaliar as opções de desenvolvimento, os impactos das mudanças nos sistemas de produção e a estabilidade e sustentabilidade, de modo que decisões possam ser tomadas a fim de alcançar os objetivos. Para isso faz-se necessária a integração do conhecimento de diferentes disciplinas. Nesse sentido, o desenvolvimento de modelos de simulação apresenta-se como alternativa viável para pesquisa dos problemas que envolvem o setor agrícola. O desenvolvimento desses modelos requer uma análise profunda do sistema em estudo, sendo crucial o emprego de métodos e ferramentas de engenharia de software. Nas últimas décadas, a modelagem matemática de doenças de plantas, por exemplo, tem se expandido muito rapidamente, contribuindo para o manejo integrado. Os recentes avanços na ciência da computação têm auxiliado nesse desenvolvimento, trazendo vantagens e facilidades operacionais para a construção de modelos que representem os processos complexos. A modularidade e a forma genérica são os termos que descrevem a nova e amplamente aceita metodologia para superar as complexidades no desenvolvimento e reúso de modelos. Este trabalho teve como objetivo aplicar padrões de projeto a modelos de simulação do crescimento e desenvolvimento das culturas, utilizando-se principalmente do padrão MVC (Model-View-Controller), desenvolver um modelo de simulação de doenças de plantas, genérico e parametrizável, utilizando-se da UML e linguagens de programação orientadas a objetos, e aplicar a estrutura projetada para o desenvolvimento de uma proposta metodológica para o auxílio à tomada de decisão no manejo de doenças de plantas (SISALERT). A aplicação das técnicas de engenharia de software mostrou-se apropriada e robusta para orientar no desenvolvimento de modelos de simulação. A união das tecnologias estudadas comprovou a possibilidade do reaproveitamento do conhecimento legado, visto que a linguagem de programação R permitiu realizar a comunicação entre Fortran e Java. Com o modelo de simulação do patossistema Puccinia-Trigo, pôde-se acompanhar a evolução do crescimento da área foliar do trigo, juntamente com o progresso da ferrugem da folha, mostrando-se como uma excelente alternativa para o estudo das relações patógeno/hospedeiro e para a quantificação de danos. Com o desenvolvimento da plataforma SISALERT, demonstrou-se a viabilidade da aplicação prática em larga escala para o auxílio à tomada de decisões, podendo ser expandida para outros usos/culturasUniversidade de Passo FundoFaculdade de Agronomia e Medicina Veterinária – FAMVBRUPFPrograma de Pós-Graduação em AgronomiaFernandes, José Maurício Cunhahttp://lattes.cnpq.br/1841965052260924Pavan, Willingthon2025-06-20T16:41:17Z2007-07-20info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisapplication/pdfapplication/pdfhttps://repositorio.upf.br/handle/123456789/9112porinfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UPFinstname:Universidade de Passo Fundo (UPF)instacron:UPF2025-07-24T03:10:36Zoai:repositorio.upf.br:123456789/9112Repositório InstitucionalPRIhttp://repositorio.upf.br/oai/requestjucelei@upf.br||biblio@upf.bropendoar:16102025-07-24T03:10:36Repositório Institucional da UPF - Universidade de Passo Fundo (UPF)false
dc.title.none.fl_str_mv Técnicas de engenharia de software aplicadas à modelagem e simulação de doenças de plantas
Software engineering techniques applied to modeling and simulation of plant diseases
title Técnicas de engenharia de software aplicadas à modelagem e simulação de doenças de plantas
spellingShingle Técnicas de engenharia de software aplicadas à modelagem e simulação de doenças de plantas
Pavan, Willingthon
Fitopatologia - Simulação (Computadores)
Trigo
Computer simulation
Wheat
Plant diseases
CNPQ::CIENCIAS AGRARIAS::AGRONOMIA::FITOSSANIDADE::FITOPATOLOGIA
title_short Técnicas de engenharia de software aplicadas à modelagem e simulação de doenças de plantas
title_full Técnicas de engenharia de software aplicadas à modelagem e simulação de doenças de plantas
title_fullStr Técnicas de engenharia de software aplicadas à modelagem e simulação de doenças de plantas
title_full_unstemmed Técnicas de engenharia de software aplicadas à modelagem e simulação de doenças de plantas
title_sort Técnicas de engenharia de software aplicadas à modelagem e simulação de doenças de plantas
author Pavan, Willingthon
author_facet Pavan, Willingthon
author_role author
dc.contributor.none.fl_str_mv Fernandes, José Maurício Cunha
http://lattes.cnpq.br/1841965052260924
dc.contributor.author.fl_str_mv Pavan, Willingthon
dc.subject.por.fl_str_mv Fitopatologia - Simulação (Computadores)
Trigo
Computer simulation
Wheat
Plant diseases
CNPQ::CIENCIAS AGRARIAS::AGRONOMIA::FITOSSANIDADE::FITOPATOLOGIA
topic Fitopatologia - Simulação (Computadores)
Trigo
Computer simulation
Wheat
Plant diseases
CNPQ::CIENCIAS AGRARIAS::AGRONOMIA::FITOSSANIDADE::FITOPATOLOGIA
description Faced with increased demands for food by a growing population, threats to the environment due to increasing pressures on land and water resources, and globalization of markets and trade, many agricultural production systems around the world are rapidly changing. Methods are needed to evaluate options for development, impacts of changes in production systems, and stability and sustainability of proposed changes in practices so that decisions can be made to achieve societal goals A systems approach, integrating knowledge from different disciplines, is necessary. In this direction, simulation models are presented as a research tool for addressing problems involving the agricultural sector. The development of these models requires a deep analysis of the system in study, being crucial the choice of methods and tools of software engineering. In the last few decades, the mathematical modeling of plant diseases, for example, has expanded very quickly, contributing for disease integrated management. The recent advances in the computer science have assisted in this development, bringing operational advantages and usefulness for the construction of models representing complex processes. The modularity and the generic form are terms that describe the new and widely accepted methodology to surpass the complexities in the development and re-use of models. This work had as objective to apply project patterns towards the development of crop simulation models, using MVC (Model-View-Controller), to develop a generic plant disease model, using UML and object oriented programming languages, and to apply the proposed architecture for the development of a novel approach for delivering decision supporting to plant disease management (SISALERT). The application of software engineering techniques revealed to be appropriate and robust to guide in the development of plant disease simulation models. Combining technologies proved to be possible to use existing knowledge legacy. The programming language R, allowed to carry through the communication between Fortran and Java. The simulation model of the pathosystem Puccinia-Wheat reasonable well, representing leaf rust progress accordingly to the wheat leaf area growth. It can be used as a tool for studying pathogen/host relationship and for damage quantification. The platform SISALERT, showed to be feasible the application of decision support systems on a large scale. Moreover, it was demonstrated that it can be expanded for other uses/crops
publishDate 2007
dc.date.none.fl_str_mv 2007-07-20
2025-06-20T16:41:17Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/doctoralThesis
format doctoralThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://repositorio.upf.br/handle/123456789/9112
url https://repositorio.upf.br/handle/123456789/9112
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 de Passo Fundo
Faculdade de Agronomia e Medicina Veterinária – FAMV
BR
UPF
Programa de Pós-Graduação em Agronomia
publisher.none.fl_str_mv Universidade de Passo Fundo
Faculdade de Agronomia e Medicina Veterinária – FAMV
BR
UPF
Programa de Pós-Graduação em Agronomia
dc.source.none.fl_str_mv reponame:Repositório Institucional da UPF
instname:Universidade de Passo Fundo (UPF)
instacron:UPF
instname_str Universidade de Passo Fundo (UPF)
instacron_str UPF
institution UPF
reponame_str Repositório Institucional da UPF
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repository.name.fl_str_mv Repositório Institucional da UPF - Universidade de Passo Fundo (UPF)
repository.mail.fl_str_mv jucelei@upf.br||biblio@upf.br
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