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Efficient land desertification detection using a deep learning-driven generative adversarial network approach: A case study 期刊论文
发表期刊: CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE. 出版年: 2021
作者:  Zerrouki, Nabil;  Dairi, Abdelkader;  Harrou, Fouzi;  Zerrouki, Yacine;  Sun, Ying
收藏  |  浏览/下载：13/0  |  提交时间：2021/11/19
deep learning  desertification detection  generative adversarial networks  land cover changes  Landsat data  
Desertification Detection Using an Improved Variational Autoencoder-Based Approach Through ETM-Landsat Satellite Data 期刊论文
发表期刊: IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING. 出版年: 2021, 卷号: 14, 页码: 202-213
作者:  Zerrouki, Yacine;  Harrou, Fouzi;  Zerrouki, Nabil;  Dairi, Abdelkader;  Sun, Ying
收藏  |  浏览/下载：3/0  |  提交时间：2021/03/08
Remote sensing  Feature extraction  Deep learning  Earth  Artificial satellites  Vegetation mapping  Indexes  Desertification detection  feature extraction  Landsat sensors  variational autoencoder (VAE) classification