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جامعة الشهيد حمه لخضر — الواديبوابة البحث العلمي
مقال

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

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

الملخّص

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...

التفاصيل

اللغة الأصليةEnglish
المجلّةIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
المجلّد14
رقم المقال9285171
الصفحات202-213
DOI10.1109/jstars.2020.3042760
حالة النشرمنشور — 2021