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Quantifying Uncertainties in Passive Microwave Remote Sensing of Soil Moisture via a Bayesian Probabilistic Inversion Method 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60
作者:  Ma, Chunfeng;  Li, Xin;  Wang, Shuguo;  Wang, Zengyan;  Che, Tao;  Jin, Rui;  Wang, Weizhen
收藏  |  浏览/下载：43/0  |  提交时间：2022/04/28
SURFACE EMISSION MODEL  L-BAND  SENSED DATA  RETRIEVAL  VALIDATION  SMOS  VEGETATION  ROUGHNESS  ALGORITHM  FIELD  
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：27/0  |  提交时间：2021/12/07
Evaluation of SMAP, SMOS, and AMSR2 Soil Moisture Products Based on Distributed Ground Observation Network in Cold and Arid Regions of China 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 卷号: 14
作者:  Wang, Zengyan;  Che, Tao;  Zhao, Tianjie;  Dai, Liyun;  Li, Xiaojun;  Wigneron, Jean-Pierre
收藏  |  浏览/下载：37/0  |  提交时间：2021/12/21
Soil water content in permafrost regions exhibited smaller interannual changes than non-permafrost regions during 1986-2016 on the Qinghai-Tibetan Plateau 期刊论文
CATENA, 2021, 卷号: 207
作者:  Liu, Guimin;  Wu, Xiaoli;  Zhao, Lin;  Wu, Tonghua;  Hu, Guojie;  Li, Ren;  Qiao, Yongping;  Wu, Xiaodong
收藏  |  浏览/下载：36/0  |  提交时间：2022/04/28
MOISTURE PRODUCTS  TREND ANALYSIS  ACTIVE LAYER  CLIMATE  VALIDATION  MODEL  DEGRADATION  VARIABILITY  STABILITY  SATELLITE  
A dual state-parameter updating scheme using the particle filter and high-spatial-resolution remotely sensed snow depths to improve snow simulation 期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 594
作者:  Han, Pengfei;  Long, Di;  Li, Xingdong;  Huang, Qi;  Dai, Liyun;  Sun, Zhangli
收藏  |  浏览/下载：22/0  |  提交时间：2022/04/28
WATER EQUIVALENT  TIBETAN PLATEAU  ENERGY EXCHANGE  SIERRA-NEVADA  ALPINE REGION  SURFACE  MODEL  RUNOFF  PRODUCTS  CLIMATE  
Inter-comparison of several soil moisture downscaling methods over the Qinghai-Tibet Plateau, China 期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 592
作者:  Qu, Yuquan;  Zhu, Zhongli;  Montzka, Carsten;  Chai, Linna;  Liu, Shaomin;  Ge, Yong;  Liu, Jin;  Lu, Zheng;  He, Xinlei;  Zheng, Jie;  Han, Tian
收藏  |  浏览/下载：19/0  |  提交时间：2022/04/28
REGRESSION NEURAL-NETWORKS  LAND-SURFACE TEMPERATURE  L-BAND RADIOMETER  HIGH-RESOLUTION  AMSR-E  RANDOM FOREST  SATELLITE  ALGORITHM  SMOS  RADAR  
Estimating Downward Shortwave Solar Radiation on Clear-Sky Days in Heterogeneous Surface Using LM-BP Neural Network 期刊论文
ENERGIES, 2021, 卷号: 14, 期号: 2
作者:  Wang, Weizhen;  Feng, Jiaojiao;  Xu, Feinan
收藏  |  浏览/下载：18/0  |  提交时间：2022/04/28
MODIS  MODELS  ANN  LST  
Mapping the permafrost stability on the Tibetan Plateau for 2005-2015 期刊论文
SCIENCE CHINA-EARTH SCIENCES, 2021, 卷号: 64, 期号: 1
作者:  Ran, Youhua;  Li, Xin;  Cheng, Guodong;  Nan, Zhuotong;  Che, Jinxing;  Sheng, Yu;  Wu, Qingbai;  Jin, Huijun;  Luo, Dongliang;  Tang, Zhiguang;  Wu, Xiaobo
收藏  |  浏览/下载：43/0  |  提交时间：2021/12/10
Mapping High Spatiotemporal-Resolution Soil Moisture by Upscaling Sparse Ground-Based Observations Using a Bayesian Linear Regression Method for Comparison with Microwave Remotely Sensed Soil Moisture Products 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 2
作者:  Kang, Jian;  Jin, Rui;  Li, Xin;  Zhang, Yang
收藏  |  浏览/下载：14/0  |  提交时间：2022/04/28
SATELLITE  SMOS  NETWORK  SIMULATIONS  RESPECT  ERRORS  
An Advanced Framework for Merging Remotely Sensed Soil Moisture Products at the Regional Scale Supported by Error Structure Analysis: A Case Study on the Tibetan Plateau 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 卷号: 14
作者:  Kang, Jian;  Jin, Rui;  Li, Xin
收藏  |  浏览/下载：23/0  |  提交时间：2022/04/28
THERMAL INERTIA  SATELLITE  ASSIMILATION  RETRIEVAL  RESPECT  BASIN  SMOS