Repository logo
 
Publication

Modelling forest fires using complex networks

2021-09-28Journal article Open access
Simple item page
dc.contributor.authorPerestrelo, Sara
dc.contributor.authorGrácio, Clara
dc.contributor.authorAlmeida Ribeiro, Nuno
dc.contributor.authorLopes, Luís
dc.date.accessioned2022-01-26T11:28:18Z
dc.date.available2022-01-26T11:28:18Z
dc.date.issued2021-09-28
dc.description.abstractForest fires have been a major threat to the environment throughout history. In order to mitigate its consequences, we present, in a first of a series of works, a mathematical model with the purpose of predicting fire spreading in a given land portion divided into patches, considering the area and the rate of spread of each patch as inputs. The rate of spread can be estimated from previous knowledge on fuel availability, weather and terrain conditions. We compute the time duration of the spreading process in a land patch in order to construct and parametrize a landscape network, using cellular automata simulations. We use the multilayer network model to propose a network of networks at the landscape scale, where the nodes are the local patches, each with their own spreading dynamics. We compute some respective network measures and aim, in further work, for the establishment of a fire-break structure according to increasing accuracy simulation results.pt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.citationPERESTRELO, Sara; [et al] – Modelling forest fires using complex networks. Mathematical and Computational Applications. ISSN 1300-686X. Vol. 26, N.º 4 (2021), pp. 1-17.pt_PT
dc.identifier.doi10.3390/mca26040068pt_PT
dc.identifier.eissn2297-8747
dc.identifier.issn1300-686X
dc.identifier.urihttp://hdl.handle.net/10400.21/14205
dc.language.isoengpt_PT
dc.peerreviewedyespt_PT
dc.publisherMDPIpt_PT
dc.relationUIDB/04674/2020 - FCTpt_PT
dc.relationUIDP/04683/2020 - FCTpt_PT
dc.relation0753_CILIFO_5_E - Cross-border Cooperation Program Interreg VA Spain-Portugal-Interreg POCTEPpt_PT
dc.subjectComplex networkspt_PT
dc.subjectMultilayer networkspt_PT
dc.subjectFire spreadingpt_PT
dc.subjectCellular automatapt_PT
dc.subjectForest firespt_PT
dc.titleModelling forest fires using complex networkspt_PT
dc.typejournal article
dspace.entity.typePublication
oaire.citation.endPage17pt_PT
oaire.citation.issue4pt_PT
oaire.citation.startPage1pt_PT
oaire.citation.titleMathematical and Computational Applicationspt_PT
oaire.citation.volume26pt_PT
person.familyNamePerestrelo
person.familyNameGrácio
person.familyNameCabral de Almeida Ribeiro
person.familyNameLopes
person.givenNameSara
person.givenNameClara
person.givenNameNuno Manuel
person.givenNameLuís
person.identifier.ciencia-id7D10-A56D-4CA1
person.identifier.ciencia-id341B-5CB3-38B2
person.identifier.ciencia-id7E16-A93A-390B
person.identifier.ciencia-id6913-18FD-6C4C
person.identifier.orcid0000-0002-0397-5669
person.identifier.orcid0000-0002-6884-2808
person.identifier.orcid0000-0002-5344-2975
person.identifier.ridO-4348-2015
person.identifier.scopus-author-id6506947635
person.identifier.scopus-author-id24176397900
person.identifier.scopus-author-id7102509175
rcaap.rightsopenAccesspt_PT
rcaap.typearticlept_PT
relation.isAuthorOfPublication6eccc168-d44f-47e8-9afd-008cf10c658b
relation.isAuthorOfPublication99d6420f-ea64-43b3-b490-60705a2d1adb
relation.isAuthorOfPublicationccd12824-8298-4f37-a499-cbd1fa8c275a
relation.isAuthorOfPublicationdc8c81b6-99e8-4f4d-b686-d1efdf7d8966
relation.isAuthorOfPublication.latestForDiscoveryccd12824-8298-4f37-a499-cbd1fa8c275a

Files

Original bundle
Now showing 1 - 1 of 1
No Thumbnail Available
Name:
Modelling_LMLopes.pdf
Size:
1022.81 KB
Format:
Adobe Portable Document Format
Download

Collections

ISEL - Matemática - Artigos