Litcius/Paper detail

Downscaling SMAP soil moisture using a wide & deep learning method over the Continental United States

Mengyuan Xu, Ning Yao, Haoxuan Yang, Jia Xu, Annan Hu, L. Goncalves, Gang Liu

2022Journal of Hydrology59 citationsDOI

Topics & Concepts

DownscalingEnvironmental scienceWater contentBrightness temperatureRadiometerSatellitePrecipitationGlobal Precipitation MeasurementSpatial variabilityImage resolutionRemote sensingMoistureAtmospheric sciencesMeteorologyMicrowaveGeologyAerospace engineeringPhysicsComputer scienceQuantum mechanicsGeotechnical engineeringEngineeringArtificial intelligenceStatisticsMathematicsSoil Moisture and Remote SensingClimate change and permafrostPrecipitation Measurement and Analysis