Development of Statistical Downscaling Model Based on Volterra Series Realization, Principal Components, Climate Classification, and Ridge Regression

This paper applied the fuzzy function approach, combined with the ridge regression model, to produce daily rainfall projections from large-scale climate variables. This study developed a statistical downscaling model based on principal components, c-means fuzzy clustering, Volterra series, and ridge...

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Bibliographic Details

Published in:	Hydrology
Main Authors:	Pooja Singh, Asaad Y. Shamseldin, Bruce W. Melville, Liam Wotherspoon
Format:	Article
Language:	English
Published:	MDPI AG 2024-09-01
Subjects:	statistical downscaling Volterra series realization principal components fuzzy C-means clustering and ridge regression
Online Access:	https://www.mdpi.com/2306-5338/11/9/144