{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,7]],"date-time":"2025-11-07T09:29:37Z","timestamp":1762507777867,"version":"build-2065373602"},"reference-count":24,"publisher":"MDPI AG","issue":"2","license":[{"start":{"date-parts":[[2019,6,8]],"date-time":"2019-06-08T00:00:00Z","timestamp":1559952000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Data"],"abstract":"<jats:p>Many small islands are located in the southwestern Indian Ocean. These islands have their own environmental specificities and very fragmented landscapes. Generic land use products developed from low and medium resolution satellite images are not suitable for studying these small territories. This is why we have developed a land use\/land cover product, called Homisland-IO, based on remote sensing processing on high spatial resolution satellite images acquired by SPOT 5 satellite between December 2012 and July 2014. This product has been produced using an object-based classification process. The overall accuracy of the product is 86%. Homisland-IO is freely accessible through a web portal and is thus available for future use.<\/jats:p>","DOI":"10.3390\/data4020082","type":"journal-article","created":{"date-parts":[[2019,6,10]],"date-time":"2019-06-10T03:16:51Z","timestamp":1560136611000},"page":"82","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["Homisland-IO: Homogeneous Land Use\/Land Cover over the Small Islands of the Indian Ocean"],"prefix":"10.3390","volume":"4","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3896-2083","authenticated-orcid":false,"given":"Christophe","family":"R\u00e9villion","sequence":"first","affiliation":[{"name":"Universit\u00e9 de La R\u00e9union, UMR 228 Espace-Dev (IRD, UA, UG, UM, UR), 40 Avenue de Soweto 97410 Saint-Pierre, 97490 La R\u00e9union, France"}]},{"given":"Artadji","family":"Attoumane","sequence":"additional","affiliation":[{"name":"Institut de Recherche pour le d\u00e9veloppement, UMR 228 Espace-Dev (IRD, UA, UG, UM, UR), 40 Avenue de Soweto 97410 Saint-Pierre, 97490 La R\u00e9union, France"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1762-6336","authenticated-orcid":false,"given":"Vincent","family":"Herbreteau","sequence":"additional","affiliation":[{"name":"Institut de Recherche pour le d\u00e9veloppement, UMR 228 Espace-Dev (IRD, UA, UG, UM, UR), 5 Preah Monivong Blvd (93), Phnom Penh 12100, Cambodge"}]}],"member":"1968","published-online":{"date-parts":[[2019,6,8]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"461","DOI":"10.1007\/s00382-004-0392-2","article-title":"Natural and anthropogenic climate change: Incorporating historical land cover change, vegetation dynamics and the global carbon cycle","volume":"22","author":"Matthews","year":"2004","journal-title":"Clim. Dyn."},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"1625","DOI":"10.1126\/science.1120529","article-title":"Land use and climate change","volume":"310","author":"Pielke","year":"2005","journal-title":"Science"},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"56","DOI":"10.1016\/j.biocon.2007.08.023","article-title":"Using remote sensing to inform conservation status assessment: estimates of recent deforestation rates on New Britain and the impacts upon endemic birds","volume":"141","author":"Buchanan","year":"2008","journal-title":"Biol. Conserv."},{"key":"ref_4","unstructured":"Herbreteau, V., Kassi\u00e9, D., Roux, E., Marti, R., Catry, T., Attoumane, A., R\u00e9villion, C., Commins, J., Dessay, N., and Mangeas, M. (2018). Observing the Earth for a spatial understanding of health inequalities: a historical and prospective overview of the use of remote sensing in the health field. Confins, 37."},{"key":"ref_5","first-page":"65","article-title":"Utilisation de la tr\u00e8s haute r\u00e9solution spatiale pour la caract\u00e9risation des habitats de rongeurs, vecteurs de zoonoses \u00e0 La R\u00e9union","volume":"209","author":"Lagadec","year":"2015","journal-title":"Revue Fran\u00e7aise de Photogramm\u00e9trie et de T\u00e9l\u00e9d\u00e9tection"},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"205","DOI":"10.1146\/annurev.energy.28.050302.105459","article-title":"Dynamics of land-use and land-cover change in tropical regions","volume":"28","author":"Lambin","year":"2003","journal-title":"Ann. Rev. Environ. Resour."},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"850","DOI":"10.1126\/science.1244693","article-title":"High-resolution global maps of 21st-century forest cover change","volume":"342","author":"Hansen","year":"2013","journal-title":"Science"},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"168","DOI":"10.1016\/j.rse.2009.08.016","article-title":"MODIS Collection 5 global land cover: Algorithm refinements and characterization of new datasets","volume":"114","author":"Friedl","year":"2010","journal-title":"Remote Sens. Environ."},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"2607","DOI":"10.1080\/01431161.2012.748992","article-title":"Finer resolution observation and monitoring of global land cover: First mapping results with Landsat TM and ETM+ data","volume":"34","author":"Gong","year":"2013","journal-title":"Int. J. Remote Sens."},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"1331","DOI":"10.1080\/014311600210209","article-title":"Global land cover classification at 1 km spatial resolution using a classification tree approach","volume":"21","author":"Hansen","year":"2000","journal-title":"Int. J. Remote Sens."},{"key":"ref_11","unstructured":"Lagabrielle, E., Metzger, P., Martignac, C., Lortic, B., and Durieux, L. (2007). Les dynamiques d\u2019occupation du sol \u00e0 la R\u00e9union (1989-2002). M@ppemonde, 86, Available online: http:\/\/mappemonde.mgm.fr\/num14\/articles\/art07205.html."},{"key":"ref_12","first-page":"76","article-title":"Characterization of the horizontal structure of the tropical forest canopy using object-based LiDAR and multispectral image analysis","volume":"25","author":"Dupuy","year":"2013","journal-title":"Int. J. Appl. Earth Observ. Geoinf."},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"217","DOI":"10.1080\/17445647.2014.926297","article-title":"Land cover of Mauritius Island","volume":"11","author":"Nigel","year":"2015","journal-title":"J. Maps"},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"439","DOI":"10.3166\/rig.15.439-459","article-title":"Contribution de la t\u00e9l\u00e9d\u00e9tection au suivi de la sensibilit\u00e9 des sols \u00e0 l\u2019\u00e9rosion \u00e0 l\u2019\u00e9chelle d\u2019un bassin versant (\u00eele de La R\u00e9union)","volume":"15","author":"Soti","year":"2005","journal-title":"Revue Internationale de G\u00e9omatique"},{"key":"ref_15","unstructured":"Boussougou, G., and Brou, Y. (, January November). T\u00e9lesphore et Mohamed, Ibrahim. Changements de la couverture foresti\u00e8re dans l\u2019\u00eele d\u2019Anjouan entre 1995 et 2014. Proceedings of the Spatial Analysis and GEOmatics Conference (SAGEO 2015), Hammamet, Tunisia."},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"399","DOI":"10.1016\/j.isprsjprs.2008.01.005","article-title":"A method for monitoring building construction in urban sprawl areas using object-based analysis of Spot 5 images and existing GIS data","volume":"63","author":"Durieux","year":"2008","journal-title":"ISPRS J. Photogramm. Remote Sens."},{"key":"ref_17","first-page":"28","article-title":"A land use and land cover classification system for use with remote sensor data","volume":"964","author":"Anderson","year":"1976","journal-title":"U.S. Geol. Survey Prof. Pap."},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"239","DOI":"10.1016\/j.isprsjprs.2003.10.002","article-title":"Multi-resolution, object-oriented fuzzy analysis of remote sensing data for GIS-readyinformation","volume":"58","author":"Benz","year":"2004","journal-title":"ISPRS J. Photogramm. Remote Sens."},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"2","DOI":"10.1016\/j.isprsjprs.2009.06.004","article-title":"Object based image analysis for remote sensing","volume":"65","author":"Blaschke","year":"2010","journal-title":"ISPRS J. Photogramm. Remote Sens."},{"key":"ref_20","unstructured":"Definiens eCognition developer 9.0.2 user guide (2019, June 08). Definens, A.G., Munchen, Germany 2009. Available online: http:\/\/www.ecognition.com\/free-trial."},{"key":"ref_21","first-page":"12","article-title":"Multiresolution segmentation: an optimization approach for high quality multi-scale image segmentation","volume":"58","author":"Baatz","year":"2000","journal-title":"J. Photogramm. Remote Sens."},{"key":"ref_22","unstructured":"Girard, M.C., and Girard, C.M. (2010). Traitement des donn\u00e9es de t\u00e9l\u00e9d\u00e9tection-2e \u00e9d.: Environnement et ressources naturelles, Dunod."},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"185","DOI":"10.1016\/S0034-4257(01)00295-4","article-title":"Status of land cover classification accuracy assessment","volume":"80","author":"Foody","year":"2002","journal-title":"Remote Sens. Environ."},{"key":"ref_24","doi-asserted-by":"crossref","unstructured":"B\u00e9gu\u00e9, A., Arvor, D., Bellon, B., Betbeder, J., De Abelleyra, D., PD Ferraz, R., Lebourgeois, V., Lelong, C., Sim\u00f5es, M., and Ver\u00f3n, S.R. (2018). Remote sensing and cropping practices: A review. Remote Sens., 10.","DOI":"10.3390\/rs10010099"}],"container-title":["Data"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2306-5729\/4\/2\/82\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T12:57:06Z","timestamp":1760187426000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2306-5729\/4\/2\/82"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,6,8]]},"references-count":24,"journal-issue":{"issue":"2","published-online":{"date-parts":[[2019,6]]}},"alternative-id":["data4020082"],"URL":"https:\/\/doi.org\/10.3390\/data4020082","relation":{},"ISSN":["2306-5729"],"issn-type":[{"type":"electronic","value":"2306-5729"}],"subject":[],"published":{"date-parts":[[2019,6,8]]}}}