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 originale | English |
|---|---|
| Revue | IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing |
| Volume | 14 |
| Numéro d’article | 9285171 |
| Pages | 202-213 |
| DOI | 10.1109/jstars.2020.3042760 |
| Statut de publication | Publié — 2021 |