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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：27/0  |  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  
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  
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：42/0  |  提交时间：2022/04/28
LAND-SURFACE MODEL  COVERED AREA  MODIS DATA  ASSIMILATION  PARAMETERIZATION  INFORMATION  VALIDATION  FRACTION  SCHEME