Medium Term Streamflow Prediction Based on Bayesian Model Averaging Using Multiple Machine Learning Models

Medium Term Streamflow Prediction Based on Bayesian Model Averaging Using Multiple Machine Learning Models

Medium-term hydrological streamflow forecasting can guide water dispatching departments to arrange the discharge and output plan of hydropower stations in advance, which is of great significance for improving the utilization of hydropower energy and has been a research hotspot in the field of hydrol...

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Bibliographic Details
Main Authors: Feifei He, Hairong Zhang, Qinjuan Wan, Shu Chen, Yuqi Yang
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Water
Subjects:
streamflow prediction
Bayesian model averaging
machine learning
hyperparameter optimization
Online Access:https://www.mdpi.com/2073-4441/15/8/1548

Internet

https://www.mdpi.com/2073-4441/15/8/1548

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