Estimating Surface Soil Moisture from AMSR2 TB with Machine Learning Methods and SMAP Products


Hui Lu, Tsinghua University, Department of Earth System Science, Beijing, China, Fan Yang, Huazhong Agricultural University, College of Public Administration, Wuhan, China, Haobo Lyu, Tsinghua University, Beijing, China, Kun Yang, Department of Earth System Science, Tsinghua University, Beijing, China, Kaighin A Mccoll, Harvard University, Earth and Planetary Sciences and School of Engineering and Applied Sciences, Cambridge, MA, United States, Dan Gianotti, Massachusetts Institute of Technology, Civil and Environmental Engineering, Cambridge, MA, United States and Dara Entekhabi, Massachusetts Institute of Technology, Department of Civil and Environmental Engineering, Cambridge, MA, United States