Combing Random Forest and Least Square Support Vector Regression for Improving Extreme Rainfall Downscaling

A statistical downscaling approach for improving extreme rainfall simulation was proposed to predict the daily rainfalls at Shih-Men Reservoir catchment in northern Taiwan. The structure of the proposed downscaling approach is composed of two parts: the rainfall-state classification and the regressi...

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Bibliographic Details
Main Authors: Quoc Bao Pham, Tao-Chang Yang, Chen-Min Kuo, Hung-Wei Tseng, Pao-Shan Yu
Format: Article
Language:English
Published: MDPI AG 2019-03-01
Series:Water
Subjects:
Online Access:http://www.mdpi.com/2073-4441/11/3/451