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Improving CyGNSS-Based Land Remote Sensing: Track-Wise Data Calibration Schemes 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 14, 页码: 15
Authors:  Yan, Qingyun;  Hu, Ting;  Jin, Shuanggen;  Huang, Weimin;  Jia, Yan;  Chen, Tiexi;  Wang, Jian
Favorite  |  View/Download：6/0  |  Submit date：2021/12/06
CyGNSS  GNSS-R  data calibration  soil moisture  
Improving CyGNSS-Based Land Remote Sensing: Track-Wise Data Calibration Schemes 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 14, 页码: 15
Authors:  Yan, Qingyun;  Hu, Ting;  Jin, Shuanggen;  Huang, Weimin;  Jia, Yan;  Chen, Tiexi;  Wang, Jian
Favorite  |  View/Download：3/0  |  Submit date：2021/12/06
CyGNSS  GNSS-R  data calibration  soil moisture  
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  
Modeling and Theoretical Analysis of GNSS-R Soil Moisture Retrieval Based on the Random Forest and Support Vector Machine Learning Approach 期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 22, 页码: 24
Authors:  Jia, Yan;  Jin, Shuanggen;  Savi, Patrizia;  Yan, Qingyun;  Li, Wenmei
Favorite  |  View/Download：5/0  |  Submit date：2021/12/06
Global Navigation Satellite System-Reflectometry (GNSS-R)  soil moisture retrieval  signal-to-noise ratio (SNR)  random forest (RF)  support vector machine (SVM)  
Modeling and Theoretical Analysis of GNSS-R Soil Moisture Retrieval Based on the Random Forest and Support Vector Machine Learning Approach 期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 22, 页码: 24
Authors:  Jia, Yan;  Jin, Shuanggen;  Savi, Patrizia;  Yan, Qingyun;  Li, Wenmei
Favorite  |  View/Download：3/0  |  Submit date：2021/12/06
Global Navigation Satellite System-Reflectometry (GNSS-R)  soil moisture retrieval  signal-to-noise ratio (SNR)  random forest (RF)  support vector machine (SVM)  
Modeling and Theoretical Analysis of GNSS-R Soil Moisture Retrieval Based on the Random Forest and Support Vector Machine Learning Approach 期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 22, 页码: 24
Authors:  Jia, Yan;  Jin, Shuanggen;  Savi, Patrizia;  Yan, Qingyun;  Li, Wenmei
Favorite  |  View/Download：4/0  |  Submit date：2021/12/06
Global Navigation Satellite System-Reflectometry (GNSS-R)  soil moisture retrieval  signal-to-noise ratio (SNR)  random forest (RF)  support vector machine (SVM)  
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