Unified theory for stochastic modelling of hydroclimatic processes: Preserving marginal distributions, correlation structures, and intermittency

•Stochastic modelling reproducing any marginal distribution and linear correlation.•Applicable in univariate, cyclostationary and multivariate cases.•Precise modelling of precipitation, river discharge, wind, etc. at any time scale.•Parametric correlation transformation functions unify and simplify...

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Bibliographic Details
Published in:	Advances in water resources Vol. 115; pp. 234 - 252
Main Author:	Papalexiou, Simon Michael
Format:	Journal Article
Language:	English
Published:	Oxford Elsevier Ltd 01.05.2018 Elsevier Science Ltd
Subjects:	Computer simulation Correlation Distribution Frameworks Gaussian process Generators Humidity Hydroclimatic processes Hydrologic analysis Hydrological analysis Hydrology Intermittency Modelling Normal distribution Parent-Gaussian framework Precipitation probability distribution Probability theory River discharge River flow Rivers Stationary processes Statistical analysis Stochastic modelling Stochastic models stochastic processes stream flow Structures Temperature Transformations Transformations (mathematics) water resources Weather generator Wind speed Precipitation Temperature Wind speed Hydroclimatic processes River discharge Humidity Transformations Stochastic modelling Parent-Gaussian framework Weather generator
ISSN:	0309-1708, 1872-9657
Online Access:	Get full text
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