Variational Bayesian Neural Network for Ensemble Flood Forecasting

Variational Bayesian Neural Network for Ensemble Flood Forecasting

Disastrous floods are destructive and likely to cause widespread economic losses. An understanding of flood forecasting and its potential forecast uncertainty is essential for water resource managers. Reliable forecasting may provide future streamflow information to assist in an assessment of the be...

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Bibliographic Details
Main Authors: Xiaoyan Zhan, Hui Qin, Yongqi Liu, Liqiang Yao, Wei Xie, Guanjun Liu, Jianzhong Zhou
Format: Article
Language:English
Published: MDPI AG 2020-09-01
Series:Water
Subjects:
Bayesian neural networks
flood forecast
variational inference
forecast uncertainty
Online Access:https://www.mdpi.com/2073-4441/12/10/2740

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