Skip to content
University of El OuedResearch Portal
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

Abstract

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...

Details

Original languageEnglish
JournalIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Volume14
Article number9285171
Pages202-213
DOI10.1109/jstars.2020.3042760
Publication statusPublished — 2021
Desertification Detection Using an Improved Variational Autoencoder-Based Approach Through ETM-Landsat Satellite Data — Research Portal