Multi-layer grid-scale soil moisture estimation using spatiotemporal deep learning methods with physical constraints
Tuantuan Zhang, Zhongmin Liang, Jianhong Zhou, Quanxi Shao, Ranjan Sarukkalige, Haishen Lü, Jiangjiang Zhang, Chenglin Bi, Jun Wang, Yiming Hu, Binquan Li
Topics & Concepts
Scale (ratio)GridEstimationMoistureEnvironmental scienceLayer (electronics)Water contentSoil scienceComputer scienceRemote sensingGeologyMeteorologyGeotechnical engineeringCartographyGeodesyGeographyChemistryManagementEconomicsOrganic chemistrySoil Moisture and Remote SensingLandslides and related hazardsSoil and Unsaturated Flow