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Temporal-Spatial Soil Moisture Estimation from CYGNSS Using Machine Learning Regression With a Preclassification Approach 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 卷号: 14, 页码: 4879-4893
Authors:  Jia, Yan;  Jin, Shuanggen;  Chen, Haolin;  Yan, Qingyun;  Savi, Patrizia;  Jin, Yan;  Yuan, Yuan
Favorite  |  View/Download:4/0  |  Submit date:2021/12/06
Spatial resolution  Soil moisture  Maximum likelihood estimation  Spaceborne radar  Reflectivity  Moisture  Vegetation mapping  CYGNSS  GNSS-Reflectometry  preclassifica  tion  SMAP  soil moisture  XGBoost  
Temporal-Spatial Soil Moisture Estimation from CYGNSS Using Machine Learning Regression With a Preclassification Approach 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 卷号: 14, 页码: 4879-4893
Authors:  Jia, Yan;  Jin, Shuanggen;  Chen, Haolin;  Yan, Qingyun;  Savi, Patrizia;  Jin, Yan;  Yuan, Yuan
Favorite  |  View/Download:4/0  |  Submit date:2021/12/06
Spatial resolution  Soil moisture  Maximum likelihood estimation  Spaceborne radar  Reflectivity  Moisture  Vegetation mapping  CYGNSS  GNSS-Reflectometry  preclassifica  tion  SMAP  soil moisture  XGBoost