Estimating Uncertainty of Streamflow Simulation using Bayesian Neural Networks

Abstract

Recent studies have shown that Bayesian Neural Networks (BNNs) are powerful tools for providing reliable hydrologic prediction and quantifying the prediction uncertainty. The reasonable estimation of the prediction uncertainty, a valuable for decision making to address water resources management and design problems, is influenced by the techniques used to… (More)

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Cite this paper

@inproceedings{Zhang2008EstimatingUO, title={Estimating Uncertainty of Streamflow Simulation using Bayesian Neural Networks}, author={XueSong Zhang and Faming Liang and Raghavan Srinivasan and Michael Liew}, year={2008} }