Developing pedotransfer functions using Sentinel-2 satellite spectral indices and Machine learning for estimating the surface soil moisture
Azadeh Sedaghat, Mahmoud Shabanpour Shahrestani, Ali Akbar Noroozi, Alireza Fallah Nosratabad, Hossein Bayat
Topics & Concepts
Pedotransfer functionMean squared errorAkaike information criterionSiltSoil scienceCoefficient of determinationWater contentLinear regressionMathematicsEnvironmental scienceBulk densityRemote sensingSoil waterStatisticsGeologyGeotechnical engineeringHydraulic conductivityPaleontologySoil Moisture and Remote SensingSoil and Unsaturated FlowSoil Geostatistics and Mapping