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Université Echahid Hamma Lakhdar d’El OuedPortail de la recherche
Article

Desertification Detection Using an Improved Variational Autoencoder-Based Approach Through ETM-Landsat Satellite Data

Yacine Zerrouki✉, Fouzi Harrou, Nabil Zerrouki, Abdelkader Dairi, Ying Sun

Résumé

The accurate land cover change detection is critical to improve the landscape dynamics analysis and mitigate desertification problems efficiently. Desertification detection is a challenging problem because of the high degree of similarity between some desertification cases and like-desertification phenomena, such as deforestation. This article provides an effective approach to detect deserted regi...

Détails

Langue originaleEnglish
RevueIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Volume14
Numéro d’article9285171
Pages202-213
DOI10.1109/jstars.2020.3042760
Statut de publicationPublié — 2021