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Susceptibility modelling of hummocky terrain distribution using the information value method (Deception Island, Antarctic Peninsula)

dc.contributor.authorMelo, Raquel
dc.contributor.authorVieira, Goncalo
dc.contributor.authorCaselli, Alberto
dc.contributor.authorRamos, Miguel
dc.date.accessioned2019-02-14T17:12:55Z
dc.date.available2019-02-14T17:12:55Z
dc.date.issued2012
dc.description.abstractThe hummocky terrains of Deception Island (Antarctic Peninsula) are continuous surfaces with decimetre to metre wide and decimetre depth bumps located mainly in the lower section of sloping lapilli and scoria terrains. A detailed study site between Cerro Caliente and Crater Lake was selected for the detailed mapping of hummocky terrains and for modelling their spatial distribution according to controlling geographical factors. A model of the susceptibility of occurrence of the hummocky terrains was created using the information value method, together with five independent variables: elevation, slope, global summer radiation, total curvature and lithology. Success and prediction rate curves were used for model validation and the Area Under the Curve index was used to quantify the levels of performance and prediction. The results were of high quality with a success rate of 88% and a prediction rate of 78%. The classes of the independent variables with more relevance in the occurrence of hummocky terrains were: elevation between 20–30 m and 60–70 m; concave or rectilinear/flat areas; slopes between 8 and 12º; tuff cones and maar deposits and global summer radiation between 1.8 and 2.0 TJm− 2. The good quality of the modelling results supports its use for assessing the future potential for formation of new hummocky terrain areas, or even to estimate the spatial distribution of buried ice within the permafrost environment of Deception Island.pt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.citationMelo, R., Vieira, G., Caselli, A., & Ramos, M. (2012). Susceptibility modelling of hummocky terrain distribution using the information value method (Deception Island, Antarctic Peninsula). Geomorphology, 155-156, 88–95. https://doi.org/10.1016/j.geomorph.2011.12.027.pt_PT
dc.identifier.doi10.1016/j.geomorph.2011.12.027pt_PT
dc.identifier.issn0169-555X
dc.identifier.urihttp://hdl.handle.net/10451/37013
dc.language.isoengpt_PT
dc.peerreviewedyespt_PT
dc.publisherElsevierpt_PT
dc.relation.publisherversionhttps://www.sciencedirect.com/science/article/pii/S0169555X11006416?via%3Dihubpt_PT
dc.subjectHummocky terrainspt_PT
dc.subjectInformation value methodpt_PT
dc.subjectSpatial modellingpt_PT
dc.subjectDeception Islandpt_PT
dc.subjectAntarctic Peninsulapt_PT
dc.titleSusceptibility modelling of hummocky terrain distribution using the information value method (Deception Island, Antarctic Peninsula)pt_PT
dc.typejournal article
dspace.entity.typePublication
oaire.citation.endPage95pt_PT
oaire.citation.startPage88pt_PT
oaire.citation.titleGeomorphologypt_PT
oaire.citation.volume155-156pt_PT
person.familyNameMelo
person.familyNameBrito Guapo Teles Vieira
person.familyNameRamos
person.givenNameRaquel
person.givenNameGonçalo
person.givenNameMiguel
person.identifierG-5958-2010
person.identifier.ciencia-idED1B-82B2-9E4F
person.identifier.ciencia-id2519-6583-CAEA
person.identifier.orcid0000-0002-8111-8777
person.identifier.orcid0000-0001-7611-3464
person.identifier.orcid0000-0003-3648-6818
person.identifier.ridO-1282-2018
person.identifier.ridK-2230-2014
person.identifier.scopus-author-id54893395400
person.identifier.scopus-author-id7005863976
person.identifier.scopus-author-id8676487200
rcaap.rightsclosedAccesspt_PT
rcaap.typearticlept_PT
relation.isAuthorOfPublication7c3f329c-c213-4413-af8a-f3b51c503b4e
relation.isAuthorOfPublication7039fbb2-e1f8-4c3e-80f1-603b12d33c1c
relation.isAuthorOfPublicationa0544f42-b78e-4fd4-9204-f6acfa4e1e9d
relation.isAuthorOfPublication.latestForDiscoverya0544f42-b78e-4fd4-9204-f6acfa4e1e9d

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