Generating surface soil moisture at 30 m spatial resolution using both data fusion and machine learning toward better water resources management at the field scale
Ahmed Samir Abowarda, Liangliang Bai, Caijin Zhang, Di Long, Xueying Li, Qi Huang, Zhangli Sun
Topics & Concepts
Environmental scienceRemote sensingWater contentModerate-resolution imaging spectroradiometerLand coverNormalized Difference Vegetation IndexData assimilationImage resolutionVegetation (pathology)SatelliteLeaf area indexMeteorologyLand useGeologyGeographyComputer scienceGeotechnical engineeringCivil engineeringAerospace engineeringPathologyEcologyArtificial intelligenceMedicineBiologyEngineeringSoil Moisture and Remote SensingClimate change and permafrostCryospheric studies and observations