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

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...

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Main Authors: Lu, Y., Qin, Xiaosheng
其他作者: School of Civil and Environmental Engineering
格式: Article
語言:English
出版: 2014
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在線閱讀:https://hdl.handle.net/10356/100749
http://hdl.handle.net/10220/19688
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