Regionalizing nonparametric models of precipitation amounts on different temporal scales

Parametric distribution functions are commonly used to model precipitation amounts corresponding to different durations. The precipitation amounts themselves are crucial for stochastic rainfall generators and weather generators. Nonparametric kernel density estimates (KDEs) offer a more flexible way...

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Bibliographic Details
Main Authors: T. Mosthaf, A. Bárdossy
Format: Article
Language:English
Published: Copernicus Publications 2017-05-01
Series:Hydrology and Earth System Sciences
Online Access:http://www.hydrol-earth-syst-sci.net/21/2463/2017/hess-21-2463-2017.pdf