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A deep neural network based SMAP soil moisture product

Lun Gao, Qiang Gao, Hankui K. Zhang, Xiaojun Li, Julián Chaubell, Ardeshir Ebtehaj, Lian Shen, Jean‐Pierre Wigneron

2022Remote Sensing of Environment58 citationsDOI

Topics & Concepts

Environmental scienceRemote sensingWater contentSatelliteLand coverFootprintVegetation (pathology)Brightness temperatureArtificial neural networkNormalized Difference Vegetation IndexMicrowaveLeaf area indexComputer scienceLand useMachine learningGeologyPaleontologyTelecommunicationsAerospace engineeringCivil engineeringEcologyPathologyEngineeringBiologyMedicineGeotechnical engineeringSoil Moisture and Remote SensingPrecipitation Measurement and AnalysisClimate change and permafrost
A deep neural network based SMAP soil moisture product | Litcius