NAOC Open IR

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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  
Pan-tropical soil moisture mapping based on a three-layer model from CYGNSS GNSS-R data 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2020, 卷号: 247, 页码: 10
Authors:  Yan, Qingyun;  Huang, Weimin;  Jin, Shuanggen;  Jia, Yan
Favorite  |  View/Download:6/0  |  Submit date:2021/12/06
GNSS-Reflectometry  CYGNSS  Soil moisture  SMAP  
Pan-tropical soil moisture mapping based on a three-layer model from CYGNSS GNSS-R data 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2020, 卷号: 247, 页码: 10
Authors:  Yan, Qingyun;  Huang, Weimin;  Jin, Shuanggen;  Jia, Yan
Favorite  |  View/Download:3/0  |  Submit date:2021/12/06
GNSS-Reflectometry  CYGNSS  Soil moisture  SMAP  
Pan-tropical soil moisture mapping based on a three-layer model from CYGNSS GNSS-R data 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2020, 卷号: 247, 页码: 10
Authors:  Yan, Qingyun;  Huang, Weimin;  Jin, Shuanggen;  Jia, Yan
Favorite  |  View/Download:4/0  |  Submit date:2021/12/06
GNSS-Reflectometry  CYGNSS  Soil moisture  SMAP  
First Measurement of Soil Freeze/Thaw Cycles in the Tibetan Plateau Using CYGNSS GNSS-R Data 期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 15, 页码: 12
Authors:  Wu, Xuerui;  Dong, Zhounan;  Jin, Shuanggen;  He, Yang;  Song, Yezhi;  Ma, Wenxiao;  Yang, Lei
Favorite  |  View/Download:3/0  |  Submit date:2021/12/06
GNSS-R  SMAP  CYGNSS  soil freeze and thaw cycles  soil moisture  
Soil Moisture Content from GNSS Reflectometry Using Dielectric Permittivity from Fresnel Reflection Coefficients 期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 1, 页码: 21
Authors:  Calabia, Andres;  Molina, Inigo;  Jin, Shuanggen
Favorite  |  View/Download:10/0  |  Submit date:2021/09/26
Soil Moisture Content (SMC)  Global Navigation Satellite Systems Reflectometry (GNSS-R)  CYGNSS  Soil Moisture Active Passive (SMAP)  Fresnel reflection coefficients