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Modelling land-use and land-cover changes: a hybrid approach to a coastal area

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dc.contributor.authorFaria de Deus, Raquel
dc.contributor.authorTenedório, José A.
dc.contributor.authorRocha, Jorge
dc.date.accessioned2021-04-27T13:55:09Z
dc.date.available2021-04-27T13:55:09Z
dc.date.issued2021
dc.description.abstractIn this chapter, a hybrid approach integrating cellular automata (CA), fuzzy logic, logistic regression, and Markov chains for modelling and prediction of land-use and land-cover (LULC) change at the local scale, using geographic information with fine spatial resolution is presented. A spatial logistic regression model was applied to determine the transition rules that were used by a conventional CA model. The overall dimension of LULC change was estimated using a Markov chain model. The proposed CA-based model (termed CAMLucc) in combination with physical variables and land-use planning data was applied to simulate LULC change in Portimão, Portugal between 1947 and 2010 and to predict its future spatial patterns for 2020 and 2025. The main results of this research show that Portimão has been facing massive growth in artificial surfaces, particularly near the main urban settlements and along the coastal area, and reveal an early and intensive urban sprawl over time.pt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.citationFaria de Deus, R., Tenedório, J. A., & Rocha, J. (2021). Modelling land-use and land-cover changes: a hybrid approach to a Coastal Area. In: J. A. Tenedório, R. Estanqueiro, & C. D. Henriques (Eds.), Methods and Applications of Geospatial Technology in Sustainable Urbanism (pp. 57-102). IGI Global. http://doi:10.4018/978-1-7998-2249-3.ch003pt_PT
dc.identifier.doi10.4018/978-1-7998-2249-3.ch003pt_PT
dc.identifier.isbn9781799822493
dc.identifier.urihttp://hdl.handle.net/10451/47563
dc.language.isoengpt_PT
dc.publisherIGI Globalpt_PT
dc.relationInterdisciplinary Centre of Social Sciences
dc.relationMEDIÇÃO, ANÁLISE E MODELAÇÃO TERRITORIAL EM SIG DAS DINÂMICAS DE URBANIZAÇÃO NAS ZONAS COSTEIRAS. O CASO DO ALGARVE
dc.subjectLand-Usept_PT
dc.subjectLand-Coverpt_PT
dc.subjectCoastal Areapt_PT
dc.subjectModelling and predictionpt_PT
dc.titleModelling land-use and land-cover changes: a hybrid approach to a coastal areapt_PT
dc.typebook part
dspace.entity.typePublication
oaire.awardTitleInterdisciplinary Centre of Social Sciences
oaire.awardTitleMEDIÇÃO, ANÁLISE E MODELAÇÃO TERRITORIAL EM SIG DAS DINÂMICAS DE URBANIZAÇÃO NAS ZONAS COSTEIRAS. O CASO DO ALGARVE
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UIDB%2F04647%2F2020/PT
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/FARH/SFRH%2FBD%2F61544%2F2009/PT
oaire.citation.endPage102pt_PT
oaire.citation.startPage57pt_PT
oaire.citation.titleMethods and Applications of Geospatial Technology in Sustainable Urbanismpt_PT
oaire.fundingStream6817 - DCRRNI ID
oaire.fundingStreamFARH
person.familyNameFaria de Deus
person.familyNameTenedório
person.familyNameRocha
person.givenNameRaquel
person.givenNameJosé António
person.givenNameJorge
person.identifierJ-8178-2017
person.identifier0000000069085031
person.identifier.ciencia-idB513-533C-669F
person.identifier.ciencia-idCF16-62FC-264C
person.identifier.ciencia-idEC15-76DC-9B96
person.identifier.orcid0000-0002-9274-2049
person.identifier.orcid0000-0003-3047-0807
person.identifier.orcid0000-0002-7228-6330
person.identifier.ridJ-6428-2017
person.identifier.ridF-3185-2017
person.identifier.scopus-author-id55366072800
person.identifier.scopus-author-id15077692600
person.identifier.scopus-author-id56428061000
project.funder.identifierhttp://doi.org/10.13039/501100001871
project.funder.identifierhttp://doi.org/10.13039/501100001871
project.funder.nameFundação para a Ciência e a Tecnologia
project.funder.nameFundação para a Ciência e a Tecnologia
rcaap.rightsclosedAccesspt_PT
rcaap.typebookPartpt_PT
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