Improved soil moisture estimation: Synergistic use of satellite observations and land surface models over CONUS based on machine learning
Jaese Lee, Sumin Park, Jungho Im, Cheolhee Yoo, Eunkyo Seo
Topics & Concepts
Random forestArtificial neural networkWater contentEnvironmental scienceSupport vector machineMean squared errorSatelliteScale (ratio)Correlation coefficientComputer scienceRemote sensingSoil scienceMachine learningMathematicsStatisticsGeologyCartographyEngineeringGeotechnical engineeringGeographyAerospace engineeringSoil Moisture and Remote SensingClimate change and permafrostPrecipitation Measurement and Analysis