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Slight change of glaciers in the Pamir over the period 2000-2017 期刊论文
发表期刊: ARCTIC ANTARCTIC AND ALPINE RESEARCH. 出版年: 2022, 卷号: 54, 期号: 1, 页码: 13-24
作者:  Li, Zhijie;  Wang, Ninglian;  Chen, An'an;  Liang, Qian;  Yang, DaQing
收藏  |  浏览/下载：17/0  |  提交时间：2022/03/17
Pamir  glacier inventory  manual delineation  debris-covered glacier  
Estimation of Soil Salinization by Machine Learning Algorithms in Different Arid Regions of Northwest China 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 2
作者:  Jiang, Xiaofang;  Duan, Hanchen;  Liao, Jie;  Guo, Pinglin;  Huang, Cuihua;  Xue, Xian
收藏  |  浏览/下载：9/0  |  提交时间：2022/03/17
hyperspectral data  fractional differential transformation  sine cosine algorithm-Elman  deep extreme learning machine  
Inversion of Soil Salinity Using Multisource Remote Sensing Data and Particle Swarm Machine Learning Models in Keriya Oasis, Northwestern China 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 3
作者:  Wei, Qinyu;  Nurmemet, Ilyas;  Gao, Minhua;  Xie, Boqiang
收藏  |  浏览/下载：22/0  |  提交时间：2022/03/17
soil salinization  particle swarm optimization  support vector regression  back-propagation neural network  PALSAR  
Assessing the Accuracy of ALOS/PALSAR-2 and Sentinel-1 Radar Images in Estimating the Land Subsidence of Coastal Areas: A Case Study in Alexandria City, Egypt 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 9
作者:  Darwish, Noura;  Kaiser, Mona;  Koch, Magaly;  Gaber, Ahmed
收藏  |  浏览/下载：12/0  |  提交时间：2021/07/30
Sentinel-1  ALOS  PALSAR-2  land subsidence  accuracy assessment  Alexandria City  Egypt  
Volumetric Quantification of Flash Flood Using Microwave Data on a Watershed Scale in Arid Environments, Saudi Arabia 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2021, 卷号: 13, 期号: 8
作者:  Budiman, Jaka;  Bahrawi, Jarbou;  Hidayatulloh, Asep;  Almazroui, Mansour;  Elhag, Mohamed
收藏  |  浏览/下载：11/0  |  提交时间：2021/07/30
Al-Lith watershed  DEM derivatives  interferometry  Sentinel-1 data  
Use of TanDEM-X and Sentinel Products to Derive Gully Activity Maps in Kunene Region (Namibia) Based on Automatic Iterative Random Forest Approach 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: 607-623
作者:  Orti, Miguel Vallejo;  Winiwarter, Lukas;  Corral-Pazos-de-Provens, Eva;  Williams, Jack G.;  Bubenzer, Olaf;  Hoefle, Bernhard
收藏  |  浏览/下载：22/0  |  提交时间：2021/11/19
Soil  Vegetation mapping  Training data  Degradation  Random forests  Agriculture  Three-dimensional displays  Arid regions  automatic classification  gully erosion  iterative learning  land degradation  Namibia  random forest (RF)  soil erosion mapping  
A Preliminary Geothermal Prospectivity Mapping Based on Integrated GIS, Remote-Sensing, and Geophysical Techniques around Northeastern Nigeria 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2021, 卷号: 13, 期号: 15
作者:  Yusuf, Abubakar;  San, Lim Hwee;  Abir, Ismail Ahmad
收藏  |  浏览/下载：3/0  |  提交时间：2021/11/19
geothermal  geophysics  GIS and remote sensing  
Additional Reference Height Error Analysis for Baseline Calibration Based on a Distributed Target DEM in TwinSAR-L 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 14
作者:  Qi, Yang;  Wang, Yu;  Hong, Jun;  Du, Shaoyan
收藏  |  浏览/下载：13/0  |  提交时间：2021/11/19
baseline calibration  TwinSAR-L  penetration error  SNR  
DEM- and GIS-Based Analysis of Soil Erosion Depth Using Machine Learning 期刊论文
发表期刊: ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION. 出版年: 2021, 卷号: 10, 期号: 7
作者:  Nguyen, Kieu;  Chen, Walter
收藏  |  浏览/下载：3/0  |  提交时间：2021/11/19
soil erosion  erosion pin  machine learning  morphometric factor  Shihmen Reservoir watershed  
Digital Mapping of Soil Organic Carbon Using Sentinel Series Data: A Case Study of the Ebinur Lake Watershed in Xinjiang 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 4
作者:  Li, Xiaohang;  Ding, Jianli;  Liu, Jie;  Ge, Xiangyu;  Zhang, Junyong
收藏  |  浏览/下载：28/0  |  提交时间：2021/07/30
machine learning  Sentinel-1A  Sentinel-2A  Sentinel-3A  soil organic carbon  digital soil mapping