Simulation of rainfall time series from different climatic regions using the direct sampling technique

The direct sampling technique, belonging to the family of multiple-point statistics, is proposed as a nonparametric alternative to the classical autoregressive and Markov-chain-based models for daily rainfall time-series simulation. The algorithm makes use of the patterns contained inside the traini...

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Bibliographic Details
Main Authors: F. Oriani, J. Straubhaar, P. Renard, G. Mariethoz
Format: Article
Language:English
Published: Copernicus Publications 2014-08-01
Series:Hydrology and Earth System Sciences
Online Access:http://www.hydrol-earth-syst-sci.net/18/3015/2014/hess-18-3015-2014.pdf