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dc.contributor.author | Recio Recio, Jorge Abel | es_ES |
dc.contributor.author | Hermosilla, T. | es_ES |
dc.contributor.author | Ruiz Fernández, Luis Ángel | es_ES |
dc.contributor.author | Fernández Sarriá, Alfonso | es_ES |
dc.date.accessioned | 2016-02-15T14:56:39Z | |
dc.date.available | 2016-02-15T14:56:39Z | |
dc.date.issued | 2011-04 | |
dc.identifier.issn | 0099-1112 | |
dc.identifier.uri | http://hdl.handle.net/10251/60885 | |
dc.description.abstract | [EN] This paper analyzes the effect of the addition of historical land-use as a descriptive feature in plot-based image classification when updating land-use/land-cover geospatial databases. Several historical databases have been simulated to assess the influence and significance of this feature in the classification. The causes, nature, and evolution of classification errors as the database currency varies are analyzed; and the impact of these errors on change detection during the updating process is evaluated. The results show that the addition of historical land-use information increases the overall accuracy of image classifications. During a database updating process, changes are detected by comparing the historical land-use with the classification results. The main drawback of employing historical land-use as a descriptive feature in image classification for change detection is that the percentage of undetectable errors significantly increases as more accurate is the database information. | es_ES |
dc.description.sponsorship | Acknowledgments The authors appreciate the financial support provided by the Spanish Ministerio de Ciencia e Innovacion and the FEDER in the framework of the Project CGL2009-14220-C02-01. We also thank the Spanish Instituto Geografico Nacional for the support provided to carry out this research. | |
dc.language | Inglés | es_ES |
dc.publisher | American Society for Photogrammetry and Remote Sensing | es_ES |
dc.relation.ispartof | Photogrammetric Engineering and Remote Sensing | es_ES |
dc.rights | Reserva de todos los derechos | es_ES |
dc.subject.classification | INGENIERIA CARTOGRAFICA, GEODESIA Y FOTOGRAMETRIA | es_ES |
dc.title | Historical Land Use as a Feature for Image Classification | es_ES |
dc.type | Artículo | es_ES |
dc.identifier.doi | 10.14358/PERS.77.4.377 | |
dc.relation.projectID | info:eu-repo/grantAgreement/MICINN//CGL2009-14220-C02-01/ | es_ES |
dc.rights.accessRights | Cerrado | es_ES |
dc.contributor.affiliation | Universitat Politècnica de València. Departamento de Ingeniería Cartográfica Geodesia y Fotogrametría - Departament d'Enginyeria Cartogràfica, Geodèsia i Fotogrametria | es_ES |
dc.description.bibliographicCitation | Recio Recio, JA.; Hermosilla, T.; Ruiz Fernández, LÁ.; Fernández Sarriá, A. (2011). Historical Land Use as a Feature for Image Classification. Photogrammetric Engineering and Remote Sensing. 77(4):377-387. https://doi.org/10.14358/PERS.77.4.377 | es_ES |
dc.description.accrualMethod | S | es_ES |
dc.relation.publisherversion | http://dx.doi.org/10.14358/PERS.77.4.377 | es_ES |
dc.description.upvformatpinicio | 377 | es_ES |
dc.description.upvformatpfin | 387 | es_ES |
dc.type.version | info:eu-repo/semantics/publishedVersion | es_ES |
dc.description.volume | 77 | es_ES |
dc.description.issue | 4 | es_ES |
dc.relation.senia | 193521 | es_ES |
dc.contributor.funder | Ministerio de Ciencia e Innovación |