Streamflow prediction with large climate indices using several hybrid multilayer perceptrons and copula Bayesian model averaging

• Main Authors: Panahi, Fatemeh, Ehteram, Mohammad, Ahmed, Ali Najah, Huang, Yuk Feng, Mosavi, Amir, El-Shafie, Ahmed
• Format: Article
• Published: Elsevier 2021
• Subjects: Q Science (General); T Technology (General); TA Engineering (General). Civil engineering (General)
• Online Access: http://eprints.um.edu.my/28467/
• Institution: Universiti Malaya

Streamflow prediction help the modelers to manage water resources in watersheds. It gives essential information for flood control and reservoir operation. This study uses the copula-based -Bayesian model averaging (CBMA) as an improved version of the BMA model for predicting streamflow in the Golok...