Quantifying uncertainty in soil moisture retrieval using a Bayesian neural network framework
Yan Li, Songhua Yan, Jianya Gong
Topics & Concepts
Mean squared errorData assimilationComputer scienceMonte Carlo methodDropout (neural networks)Artificial neural networkUncertainty analysisMultilayer perceptronData miningBayesian inferenceBayesian probabilityStatisticsMachine learningArtificial intelligenceMathematicsMeteorologySimulationPhysicsSoil Moisture and Remote SensingSoil and Unsaturated FlowHydrology and Watershed Management Studies