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Estimation of Soil Salinization by Machine Learning Algorithms in Different Arid Regions of Northwest China 期刊论文
REMOTE SENSING, 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：38/0  |  提交时间：2022/04/28
NEURAL-NETWORK  REFLECTANCE PROPERTIES  SALINITY  VEGETATION  INDEX  OPTIMIZATION  MOISTURE  SPECTRA  IMAGES  AREA  
Deep Learning Forecasts of Soil Moisture: Convolutional Neural Network and Gated Recurrent Unit Models Coupled with Satellite-Derived MODIS, Observations and Synoptic-Scale Climate Index Data 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 4
作者:  Ahmed, A. A. Masrur;  Deo, Ravinesh C.;  Raj, Nawin;  Ghahramani, Afshin;  Feng, Qi;  Yin, Zhenliang;  Yang, Linshan
收藏  |  浏览/下载：28/0  |  提交时间：2021/12/07
High-Resolution Gridded Livestock Projection for Western China Based on Machine Learning 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 24
作者:  Li, Xianghua;  Hou, Jinliang;  Huang, Chunlin
收藏  |  浏览/下载：25/0  |  提交时间：2022/04/28
PATTERNS  DUCKS  
Spatial-Temporal Distribution of the Freeze-Thaw Cycle of the Largest Lake (Qinghai Lake) in China Based on Machine Learning and MODIS from 2000 to 2020 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 9
作者:  Han, Weixiao;  Huang, Chunlin;  Gu, Juan;  Hou, Jinliang;  Zhang, Ying
收藏  |  浏览/下载：14/0  |  提交时间：2022/04/28
SENTINEL-2 SURFACE REFLECTANCE  SNOW COVER PRODUCTS  ICE COVER  RANDOM FOREST  TIBETAN PLATEAU  CLIMATE-CHANGE  GLOBAL LAKE  WATER  ALGORITHM  PHENOLOGY  
Snow Depth Fusion Based on Machine Learning Methods for the Northern Hemisphere 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 7
作者:  Hu, Yanxing;  Che, Tao;  Dai, Liyun;  Xiao, Lin
收藏  |  浏览/下载：30/0  |  提交时间：2021/12/21
Spatial Analyses and Susceptibility Modeling of Thermokarst Lakes in Permafrost Landscapes along the Qinghai-Tibet Engineering Corridor 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 10
作者:  Yin, Guoan;  Luo, Jing;  Niu, Fujun;  Zhou, Fujun;  Meng, Xianglian;  Lin, Zhanju;  Liu, Minghao
收藏  |  浏览/下载：35/0  |  提交时间：2022/04/28
SURFACE GROUND-ICE  BEILUHE BASIN  ACTIVE LAYER  NORTHERN-HEMISPHERE  THERMAL REGIME  THAW LAKES  PLATEAU  IMPACTS  MECHANISM  RAILWAY  
Novel Machine Learning Method Integrating Ensemble Learning and Deep Learning for Mapping Debris-Covered Glaciers 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 13
作者:  Lu, Yijie;  Zhang, Zhen;  Shangguan, Donghui;  Yang, Junhua
收藏  |  浏览/下载：14/0  |  提交时间：2022/04/28
CONVOLUTIONAL NEURAL-NETWORK  RANDOM FOREST  TIBETAN PLATEAU  EASTERN PAMIR  CLASSIFICATION  BASIN  IMAGES  MODEL  INVENTORY  ACCURACY  
46-Year (1973-2019) Permafrost Landscape Changes in the Hola Basin, Northeast China Using Machine Learning and Object-Oriented Classification 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 10
作者:  Serban, Raul-David;  Serban, Mihaela;  He, Ruixia;  Jin, Huijun;  Li, Yan;  Li, Xinyu;  Wang, Xinbin;  Li, Guoyu
收藏  |  浏览/下载：36/0  |  提交时间：2022/04/28
LAND-COVER CLASSIFICATION  SUPPORT VECTOR MACHINE  WATER INDEX NDWI  FOREST BIOMASS  IMAGE-ANALYSIS  TIME-SERIES  VEGETATION  FIELD  CLIMATE  AREAS  
Testing Accuracy of Land Cover Classification Algorithms in the Qilian Mountains Based on GEE Cloud Platform 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 24
作者:  Yang, Yanpeng;  Yang, Dong;  Wang, Xufeng;  Zhang, Zhao;  Nawaz, Zain
收藏  |  浏览/下载：25/0  |  提交时间：2022/04/28
TIME-SERIES  MACHINE  PERFORMANCE  CHINA  AREA  
Mapping Surficial Soil Particle Size Fractions in Alpine Permafrost Regions of the Qinghai-Tibet Plateau 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 7
作者:  Wang, Chong;  Zhao, Lin;  Fang, Hongbing;  Wang, Lingxiao;  Xing, Zanpin;  Zou, Defu;  Hu, Guojie;  Wu, Xiaodong;  Zhao, Yonghua;  Sheng, Yu;  Pang, Qiangqiang;  Du, Erji;  Liu, Guangyue;  Yun, Hanbo
收藏  |  浏览/下载：37/0  |  提交时间：2022/04/28
FEATURE-SELECTION  SPATIAL PREDICTION  MACHINE  DEGRADATION  CHALLENGES  MOISTURE  DEPTH