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Reconstruction of a daily gridded snow water equivalent product for the land region above 45 degrees N based on a ridge regression machine learning approach 期刊论文
EARTH SYSTEM SCIENCE DATA, 2022, 卷号: 14, 期号: 2
作者:  Shao, Donghang;  Li, Hongyi;  Wang, Jian;  Hao, Xiaohua;  Che, Tao;  Ji, Wenzheng
收藏  |  浏览/下载：44/0  |  提交时间：2022/04/28
PASSIVE MICROWAVE  BRITISH-COLUMBIA  CLIMATE  DEPTH  
Permafrost Degradation and Its Hydrogeological Impacts 期刊论文
WATER, 2022, 卷号: 14, 期号: 3
作者:  Jin, Huijun;  Huang, Yadong;  Bense, Victor F.;  Ma, Qiang;  Marchenko, Sergey S.;  Shepelev, Viktor V.;  Hu, Yiru;  Liang, Sihai;  Spektor, Valetin V.;  Jin, Xiaoying;  Li, Xinyu;  Li, Xiaoying
收藏  |  浏览/下载：25/0  |  提交时间：2022/04/28
QINGHAI-TIBET PLATEAU  GROUNDWATER STORAGE VARIATIONS  BOREAL CATCHMENT UNDERLAIN  DISSOLVED ORGANIC-CARBON  ACTIVE LAYER-THICKNESS  THERMOKARST LAKES  CLIMATE-CHANGE  THERMAL STATE  YELLOW-RIVER  HYDRAULIC CONDUCTIVITY  
Improving Snow Estimates Through Assimilation of MODIS Fractional Snow Cover Data Using Machine Learning Algorithms and the Common Land Model 期刊论文
WATER RESOURCES RESEARCH, 2021, 卷号: 57, 期号: 7
作者:  Hou, Jinliang;  Huang, Chunlin;  Chen, Weijing;  Zhang, Ying
收藏  |  浏览/下载：35/0  |  提交时间：2022/04/28
WATER EQUIVALENT  SURFACE MODEL  BRIGHTNESS TEMPERATURE  NORTH-AMERICA  AREA  RETRIEVAL  DEPTH  SIMULATIONS  VALIDATION  SYSTEM  
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：26/0  |  提交时间：2022/04/28
WATER EQUIVALENT  TIBETAN PLATEAU  ENERGY EXCHANGE  SIERRA-NEVADA  ALPINE REGION  SURFACE  MODEL  RUNOFF  PRODUCTS  CLIMATE  
Evaluation of the RF-Based Downscaled SMAP and SMOS Products Using Multi-Source Data over an Alpine Mountains Basin, Northwest China 期刊论文
WATER, 2021, 卷号: 13, 期号: 20
作者:  Wen, Yuanyuan;  Zhao, Jun;  Zhu, Guofeng;  Xu, Ri;  Yang, Jianxia
收藏  |  浏览/下载：39/0  |  提交时间：2022/04/28
SOIL-MOISTURE PRODUCT  HIGH-RESOLUTION  DISAGGREGATION  PRECIPITATION  ASSIMILATION  TEMPERATURE  MISSION  ERRORS  WATER  
Developing machine learning-based snow depletion curves and analysing their sensitivity over complex mountainous areas 期刊论文
HYDROLOGICAL PROCESSES, 2021, 卷号: 35, 期号: 8
作者:  Hou, Jinliang;  Huang, Chunlin;  Chen, Weijing;  Zhang, Ying
收藏  |  浏览/下载：43/0  |  提交时间：2022/04/28
LAND-SURFACE MODEL  COVERED AREA  MODIS DATA  ASSIMILATION  PARAMETERIZATION  INFORMATION  VALIDATION  FRACTION  SCHEME  
Integrating Remote-Sensing and Assimilation Data to Improve Air Temperature on Hot Weather in East China 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 17
作者:  Li, Suosuo;  Liu, Yuanpu;  Pan, Yongjie;  Li, Zhe;  Lyu, Shihua
收藏  |  浏览/下载：127/0  |  提交时间：2022/04/28
URBAN HEAT-ISLAND  LEAF-AREA INDEX  SOIL-MOISTURE INITIALIZATION  PART I  MODEL  IMPACT  PREDICTION  UNCERTAINTY  PRODUCT  CLIMATE  
Retrieving Accurate Soil Moisture over the Tibetan Plateau Using Multisource Remote Sensing Data Assimilation with Simultaneous State and Parameter Estimations 期刊论文
JOURNAL OF HYDROMETEOROLOGY, 2021, 卷号: 22, 期号: 10
作者:  Chen, Weijing;  Huang, Chunlin;  Yang, Zong-Liang;  Zhang, Ying
收藏  |  浏览/下载：15/0  |  提交时间：2022/04/28
LAND DATA ASSIMILATION  AMSR-E  RADIOFREQUENCY INTERFERENCE  BRIGHTNESS TEMPERATURE  MICROWAVE EMISSION  WATER STORAGE  SMOS  SATELLITE  MODEL  CALIBRATION  
Terrestrial carbon cycle model-data fusion: Progress and challenges 期刊论文
SCIENCE CHINA-EARTH SCIENCES, 2021, 卷号: 64, 期号: 10
作者:  Li, Xin;  Ma, Hanqing;  Ran, Youhua;  Wang, Xufeng;  Zhu, Gaofeng;  Liu, Feng;  He, Honglin;  Zhang, Zhen;  Huang, Chunlin
收藏  |  浏览/下载：28/0  |  提交时间：2022/04/28
DATA-ASSIMILATION SYSTEM  GLOBAL VEGETATION MODELS  LAND-SURFACE MODEL  ECOSYSTEM MODEL  SENSITIVITY-ANALYSIS  LEAF SCALE  UNCERTAINTY  PRODUCTIVITY  PERSPECTIVE  PARAMETERS  
Investigating the Ability of Multiple Reanalysis Datasets to Simulate Snow Depth Variability over Mainland China from 1981 to 2018 期刊论文
JOURNAL OF CLIMATE, 2021, 卷号: 34, 期号: 24
作者:  Zhang, Hongbo;  Zhang, Fan;  Che, Tao;  Yan, Wei;  Ye, Ming
收藏  |  浏览/下载：17/0  |  提交时间：2022/04/28
LAND-SURFACE MODEL  WATER EQUIVALENT  TIBETAN PLATEAU  GLOBAL REANALYSES  IN-SITU  COVER  PRODUCTS  ASSIMILATION  THERMODYNAMICS  PRECIPITATION