Introducing a Kriging-based Gaussian Process approach in pedotransfer functions: Evaluation for the prediction of soil water retention with temperate and tropical datasets
Jan De Pue, Yves-Dady Botula, Minh Phương Nguyễn, Marc Van Meirvenne, Wim Cornelis
Topics & Concepts
KrigingPedotransfer functionComputer scienceGaussian processInterpolation (computer graphics)HyperparameterArtificial neural networkMonte Carlo methodData miningSoil scienceMachine learningEnvironmental scienceArtificial intelligenceStatisticsGaussianMathematicsSoil waterHydraulic conductivityQuantum mechanicsMotion (physics)PhysicsSoil and Unsaturated FlowSoil Geostatistics and MappingSoil Management and Crop Yield