Mathematical model to optimize the location of aircraft for wildfire combat

Detalhes bibliográficos
Autor(a) principal: Zeferino, João António
Data de Publicação: 2019
Outros Autores: Rosa, Ricardo José
Tipo de documento: Artigo
Idioma: por
Título da fonte: Ciência Florestal (Online)
Texto Completo: https://periodicos.ufsm.br/cienciaflorestal/article/view/33185
Resumo: Forest fires are a growing concern and a constant threat to humans, to forests and to their ecosystems. Along with climate change there is an increase in the susceptibility of wildfires, with a higher likelihood of them being more frequent and reaching larger dimensions. The sustainability of the forests, as strategic assets of a country, requires the planning and management of protection and relief forces that can efficiently defend the forest, but also the population and the environment. In particular, the initial firefighting actions are crucial to extinguish the occurrences in a short time while they are of small dimensions. But their success depends on several factors, including the aircraft characteristics and their distance to the fire locations. Therefore, it is imperative that these resources are strategically located. This work intends to develop a mathematical optimization model for the location of aircraft for wildfire combat. The model aims to find a solution for the location of the different aircraft that maximize the coverage according to the fire hazard levels of the different areas within a region. The model is solved through general resolution methods provided by FICO Xpress commercial software. Its potential applicability is validated through the detailed presentation of a case study from Portugal.
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spelling Mathematical model to optimize the location of aircraft for wildfire combatModelo matemático para otimizar a localização de aeronaves para combate a incêndios florestaisOptimization modelForest firesAerial firefightingModelo de otimizaçãoFogosCombate aéreoForest fires are a growing concern and a constant threat to humans, to forests and to their ecosystems. Along with climate change there is an increase in the susceptibility of wildfires, with a higher likelihood of them being more frequent and reaching larger dimensions. The sustainability of the forests, as strategic assets of a country, requires the planning and management of protection and relief forces that can efficiently defend the forest, but also the population and the environment. In particular, the initial firefighting actions are crucial to extinguish the occurrences in a short time while they are of small dimensions. But their success depends on several factors, including the aircraft characteristics and their distance to the fire locations. Therefore, it is imperative that these resources are strategically located. This work intends to develop a mathematical optimization model for the location of aircraft for wildfire combat. The model aims to find a solution for the location of the different aircraft that maximize the coverage according to the fire hazard levels of the different areas within a region. The model is solved through general resolution methods provided by FICO Xpress commercial software. Its potential applicability is validated through the detailed presentation of a case study from Portugal.Os incêndios florestais são uma preocupação crescente e uma ameaça constante aos seres humanos, às florestas e aos seus ecossistemas. Com as alterações climáticas há um aumento na suscetibilidade de incêndios florestais, com maior probabilidade de serem mais frequentes e alcançarem maiores dimensões. A sustentabilidade da floresta, como bem estratégico de um país, requer o planeamento e gestão de forças de proteção e socorro que possam defender eficientemente a floresta, mas também a população e o meio ambiente. Em particular, as ações iniciais de combate a incêndios são cruciais para extinguir as ocorrências em um curto espaço de tempo, enquanto são de pequenas dimensões, mas o seu sucesso depende de vários fatores, incluindo as características das aeronaves e a sua distância até aos locais de incêndio. Portanto, é imprescindível que esses recursos estejam estrategicamente localizados. Este trabalho pretende desenvolver um modelo matemático de otimização para a localização de aeronaves de combate a incêndios florestais. O modelo visa encontrar uma solução para a localização das diferentes aeronaves que maximizem a cobertura de acordo com os níveis de perigosidade de incêndio das diferentes áreas de uma região. O modelo é resolvido através de métodos gerais de resolução providenciados pelo software comercial FICO Xpress. A sua potencial aplicabilidade é validada através da apresentação detalhada de um estudo de caso de Portugal.Universidade Federal de Santa Maria2019-12-10info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://periodicos.ufsm.br/cienciaflorestal/article/view/3318510.5902/1980509833185Ciência Florestal; Vol. 29 No. 4 (2019); 1516-1527Ciência Florestal; v. 29 n. 4 (2019); 1516-15271980-50980103-9954reponame:Ciência Florestal (Online)instname:Universidade Federal de Santa Maria (UFSM)instacron:UFSMporhttps://periodicos.ufsm.br/cienciaflorestal/article/view/33185/33185Copyright (c) 2019 Ciência Florestalinfo:eu-repo/semantics/openAccessZeferino, João AntónioRosa, Ricardo José2019-12-10T21:30:48Zoai:ojs.pkp.sfu.ca:article/33185Revistahttp://www.ufsm.br/cienciaflorestal/ONGhttps://old.scielo.br/oai/scielo-oai.php||cienciaflorestal@ufsm.br|| cienciaflorestal@gmail.com|| cf@smail.ufsm.br1980-50980103-9954opendoar:2019-12-10T21:30:48Ciência Florestal (Online) - Universidade Federal de Santa Maria (UFSM)false
dc.title.none.fl_str_mv Mathematical model to optimize the location of aircraft for wildfire combat
Modelo matemático para otimizar a localização de aeronaves para combate a incêndios florestais
title Mathematical model to optimize the location of aircraft for wildfire combat
spellingShingle Mathematical model to optimize the location of aircraft for wildfire combat
Zeferino, João António
Optimization model
Forest fires
Aerial firefighting
Modelo de otimização
Fogos
Combate aéreo
title_short Mathematical model to optimize the location of aircraft for wildfire combat
title_full Mathematical model to optimize the location of aircraft for wildfire combat
title_fullStr Mathematical model to optimize the location of aircraft for wildfire combat
title_full_unstemmed Mathematical model to optimize the location of aircraft for wildfire combat
title_sort Mathematical model to optimize the location of aircraft for wildfire combat
author Zeferino, João António
author_facet Zeferino, João António
Rosa, Ricardo José
author_role author
author2 Rosa, Ricardo José
author2_role author
dc.contributor.author.fl_str_mv Zeferino, João António
Rosa, Ricardo José
dc.subject.por.fl_str_mv Optimization model
Forest fires
Aerial firefighting
Modelo de otimização
Fogos
Combate aéreo
topic Optimization model
Forest fires
Aerial firefighting
Modelo de otimização
Fogos
Combate aéreo
description Forest fires are a growing concern and a constant threat to humans, to forests and to their ecosystems. Along with climate change there is an increase in the susceptibility of wildfires, with a higher likelihood of them being more frequent and reaching larger dimensions. The sustainability of the forests, as strategic assets of a country, requires the planning and management of protection and relief forces that can efficiently defend the forest, but also the population and the environment. In particular, the initial firefighting actions are crucial to extinguish the occurrences in a short time while they are of small dimensions. But their success depends on several factors, including the aircraft characteristics and their distance to the fire locations. Therefore, it is imperative that these resources are strategically located. This work intends to develop a mathematical optimization model for the location of aircraft for wildfire combat. The model aims to find a solution for the location of the different aircraft that maximize the coverage according to the fire hazard levels of the different areas within a region. The model is solved through general resolution methods provided by FICO Xpress commercial software. Its potential applicability is validated through the detailed presentation of a case study from Portugal.
publishDate 2019
dc.date.none.fl_str_mv 2019-12-10
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://periodicos.ufsm.br/cienciaflorestal/article/view/33185
10.5902/1980509833185
url https://periodicos.ufsm.br/cienciaflorestal/article/view/33185
identifier_str_mv 10.5902/1980509833185
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://periodicos.ufsm.br/cienciaflorestal/article/view/33185/33185
dc.rights.driver.fl_str_mv Copyright (c) 2019 Ciência Florestal
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2019 Ciência Florestal
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Santa Maria
publisher.none.fl_str_mv Universidade Federal de Santa Maria
dc.source.none.fl_str_mv Ciência Florestal; Vol. 29 No. 4 (2019); 1516-1527
Ciência Florestal; v. 29 n. 4 (2019); 1516-1527
1980-5098
0103-9954
reponame:Ciência Florestal (Online)
instname:Universidade Federal de Santa Maria (UFSM)
instacron:UFSM
instname_str Universidade Federal de Santa Maria (UFSM)
instacron_str UFSM
institution UFSM
reponame_str Ciência Florestal (Online)
collection Ciência Florestal (Online)
repository.name.fl_str_mv Ciência Florestal (Online) - Universidade Federal de Santa Maria (UFSM)
repository.mail.fl_str_mv ||cienciaflorestal@ufsm.br|| cienciaflorestal@gmail.com|| cf@smail.ufsm.br
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