Calibration of a complex hydro-ecological model through Approximate Bayesian Computation and Random Forest combined with sensitivity analysis
Francesco Piccioni, Céline Casenave, Meïli Baragatti, Bertrand Cloez, Brigitte Vinçon‐Leite
Topics & Concepts
Random forestSensitivity (control systems)Approximate Bayesian computationCalibrationComputationBiogeochemical cycleEnvironmental scienceComputer scienceSet (abstract data type)Bayesian probabilityRemote sensingEcologyAlgorithmStatisticsMathematicsMachine learningArtificial intelligenceGeographyEngineeringElectronic engineeringBiologyInferenceProgramming languageMarkov Chains and Monte Carlo MethodsGroundwater flow and contamination studiesGaussian Processes and Bayesian Inference