A coupled K-nearest neighbour and Bayesian neural network model for daily rainfall downscaling

• Main Authors: Lu, Y., Qin, Xiaosheng
• Other Authors: School of Civil and Environmental Engineering
• Format: Article
• Language: English
• Published: 2014
• Subjects: DRNTU::Engineering::Civil engineering
• Online Access: https://hdl.handle.net/10356/100749; http://hdl.handle.net/10220/19688
• Institution: Nanyang Technological University

A coupled K-nearest neighbour (KNN) and Bayesian neural network (BNN) model was developed for downscaling daily rainfall at a single site. The KNN was used for classification of dry/wet day and rainfall typing based on rainfall magnitude. The BNN was applied for prediction of rainfall amount. The pr...