Please use this identifier to cite or link to this item: http://hdl.handle.net/10553/48656
DC FieldValueLanguage
dc.contributor.authorMarcello, J.en_US
dc.contributor.authorMarques, F.en_US
dc.contributor.authorEugenio, F.en_US
dc.contributor.authorMartin, J.en_US
dc.date.accessioned2018-11-23T23:48:21Z-
dc.date.available2018-11-23T23:48:21Z-
dc.date.issued2015en_US
dc.identifier.isbn9781479979295en_US
dc.identifier.issn2153-6996en_US
dc.identifier.otherWoS-
dc.identifier.urihttp://hdl.handle.net/10553/48656-
dc.description.abstractThe analysis of the seafloor in shallow waters using remote sensing imagery at very high spatial resolution is a very challenging topic due to the minimum signal level received; the presence of noisy contributions from the atmosphere, solar reflection, foam, turbidity and water column; and the limited spectral information available for the classification at such depths that impedes, for example, the extraction of vegetation indices. In this complex scenario we have developed a mapping methodology that involves the precise application of pre-processing techniques and the use of efficient classification algorithms. In particular, after a detailed assessment, support vector machines achieved the best performance using the appropriate kernel and parameters. Two natural areas located at the Canary Islands (Spain) have been selected for their benthic habitats richness and specially for their preservation of highly protected seagrass regions.en_US
dc.languageengen_US
dc.relation.ispartofIEEE International Geoscience and Remote Sensing Symposium proceedingsen_US
dc.sourceInternational Geoscience and Remote Sensing Symposium (IGARSS),v. 2015-November (7326269), p. 2307-2310en_US
dc.subject3307 Tecnología electrónicaen_US
dc.subject.otherWorldview-2en_US
dc.subject.otherBenthic Classificationen_US
dc.subject.otherSvmen_US
dc.subject.otherSeagrassen_US
dc.titlePrecise classification of coastal benthic habitats using high resolution Worldview-2 imageryen_US
dc.typeinfo:eu-repo/semantics/conferenceObjecten_US
dc.typeConferenceObjecten_US
dc.relation.conferenceIEEE International Geoscience and Remote Sensing Symposium (IGARSS 2015)en_US
dc.identifier.doi10.1109/IGARSS.2015.7326269en_US
dc.identifier.scopus84962504506-
dc.identifier.isi000371696702101-
dc.contributor.authorscopusid6602158797-
dc.contributor.authorscopusid6603605357-
dc.contributor.authorscopusid57169697000-
dc.contributor.authorscopusid57199282278-
dc.description.lastpage2310en_US
dc.identifier.issue7326269-
dc.description.firstpage2307en_US
dc.relation.volume2015-Novemberen_US
dc.investigacionIngeniería y Arquitecturaen_US
dc.type2Actas de congresosen_US
dc.contributor.daisngid702897-
dc.contributor.daisngid5242233-
dc.contributor.daisngid509358-
dc.contributor.daisngid4911820-
dc.description.numberofpages4en_US
dc.identifier.eisbn978-1-4799-7929-5-
dc.utils.revisionen_US
dc.contributor.wosstandardWOS:Marcello, J-
dc.contributor.wosstandardWOS:Eugenio, F-
dc.contributor.wosstandardWOS:Marques, F-
dc.contributor.wosstandardWOS:Martin, J-
dc.date.coverdateNoviembre 2015en_US
dc.identifier.conferenceidevents120945-
dc.identifier.ulpgces
dc.contributor.buulpgcBU-TELen_US
item.fulltextCon texto completo-
item.grantfulltextopen-
crisitem.event.eventsstartdate26-07-2015-
crisitem.event.eventsenddate31-07-2015-
crisitem.author.deptIOCAG: Procesado de Imágenes y Teledetección-
crisitem.author.deptIU de Oceanografía y Cambio Global-
crisitem.author.deptDepartamento de Señales y Comunicaciones-
crisitem.author.deptIOCAG: Procesado de Imágenes y Teledetección-
crisitem.author.deptIU de Oceanografía y Cambio Global-
crisitem.author.deptDepartamento de Señales y Comunicaciones-
crisitem.author.deptEducación Inclusiva, Sociedad y Familia-
crisitem.author.deptDepartamento de Educación-
crisitem.author.orcid0000-0002-9646-1017-
crisitem.author.orcid0000-0002-0010-4024-
crisitem.author.orcid0000-0001-7283-1952-
crisitem.author.parentorgIU de Oceanografía y Cambio Global-
crisitem.author.parentorgIU de Oceanografía y Cambio Global-
crisitem.author.parentorgDepartamento de Educación-
crisitem.author.fullNameMarcello Ruiz, Francisco Javier-
crisitem.author.fullNameEugenio González, Francisco-
crisitem.author.fullNameMartín Quintana, Juan Carlos-
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