Machine learning facilitates connections between soil thermal conductivity, soil water content, and soil matric potential
Xiangwei Wang, Yanchen Gao, Jiagui Hou, Jiahui Yang, Kathleen M. Smits, Hailong He
Topics & Concepts
Mean squared errorSupport vector machineSoil scienceSoil waterMachine learningWater contentPedotransfer functionArtificial neural networkThermal conductivityArtificial intelligenceSoil textureComputer scienceRandom forestDecision treeAlgorithmMathematicsEnvironmental scienceHydraulic conductivityMaterials scienceStatisticsGeologyGeotechnical engineeringComposite materialSoil and Unsaturated FlowGeothermal Energy Systems and ApplicationsLandslides and related hazards