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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：4/0  |  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  
A Method for Landsat and Sentinel 2 (HLS) BRDF Normalization 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2019, 卷号: 11, 期号: 6
作者:  Franch, Belen;  Vermote, Eric;  Skakun, Sergii;  Roger, Jean-Claude;  Masek, Jeffrey;  Ju, Junchang;  Villaescusa-Nadal, Jose Luis;  Santamaria-Artigas, Andres
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/29
HLS  Landsat  Sentinel 2  BRDF  albedo  SURFRAD  OzFlux  
Spatio-Temporal Patterns of Smallholder Irrigated Agriculture in the Horn of Africa Using GEOBIA and Sentinel-2 Imagery 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2019, 卷号: 11, 期号: 2
作者:  Vogels, Marjolein F. A.;  de Jong, Steven M.;  Sterk, Geert;  Douma, Harke;  Addink, Elisabeth A.
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/29
smallholder irrigation  Google Earth Engine  GEOBIA  field-level analysis  agriculture  data-poor regions  Horn of Africa  
Direct, ECOC, ND and END Frameworks-Which One Is the Best? An Empirical Study of Sentinel-2A MSIL1C Image Classification for Arid-Land Vegetation Mapping in the Ili River Delta, Kazakhstan 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2019, 卷号: 11, 期号: 16
作者:  Samat, Alim;  Yokoya, Naoto;  Du, Peijun;  Liu, Sicong;  Ma, Long;  Ge, Yongxiao;  Issanova, Gulnura;  Saparov, Abdula;  Abuduwaili, Jilili;  Lin, Cong
收藏  |  浏览/下载：11/0  |  提交时间：2019/11/29
ND  END  ECOC  MRS  Extended object-guided morphological profiles  Multiclass classification  Arid-land vegetation mapping  Sentinel-2A MSIL1C  Central Asia  
Detecting Land Degradation in Eastern China Grasslands with Time Series Segmentation and Residual Trend analysis (TSS-RESTREND) and GIMMS NDVI3g Data 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2019, 卷号: 11, 期号: 9
作者:  Liu, Caixia;  Melack, John;  Tian, Ye;  Huang, Huabing;  Jiang, Jinxiong;  Fu, Xiao;  Zhang, Zhouai
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/29
grassland  NDVI  RESTREND  BFAST  land degradation