Surface soil moisture from combined active and passive microwave observations: Integrating ASCAT and SMAP observations based on machine learning approaches
Hongliang Ma, Jiangyuan Zeng, Xiang Zhang, Jian Peng, Xiaojun Li, Peng Fu, Michael H. Cosh, Husi Letu, Shao‐Hua Wang, Nengcheng Chen, Jean‐Pierre Wigneron
Topics & Concepts
Remote sensingRandom forestScatterometerEnvironmental scienceContext (archaeology)Computer scienceMean squared errorArtificial neural networkBrightness temperatureSupport vector machineMachine learningRadiative transferArtificial intelligenceWind speedMicrowaveMeteorologyMathematicsGeologyPhysicsStatisticsQuantum mechanicsPaleontologyTelecommunicationsSoil Moisture and Remote SensingPrecipitation Measurement and AnalysisClimate change and permafrost