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• W2899699715 abstract "Hydrometeorological processes are typically characterized by temporal dependence, short- or long-range (e.g., Hurst behavior), as well as by non-Gaussian distributions (especially at fine time scales). The generation of long synthetic time series that resembles the marginal and joint properties of the observed ones is a prerequisite in many uncertainty-related hydrological studies, since they can be used as inputs and hence allow the propagation of natural variability and uncertainty to the typically deterministic water-system models. For this reason, it has been for years one of the main research topics in the field of stochastic hydrology. This work presents a novel model for synthetic time series generation, termed Symmetric Moving Average (neaRly) To Anything, that holds out the promise of simulating stationary univariate and multivariate processes with any-range dependence and arbitrary marginal distributions, provided that the former is feasible and the latter have finite variance. This is accomplished by utilizing a mapping procedure in combination with the relationship that exists between the correlation coefficients of an auxiliary Gaussian process and a non-Gaussian one, formalized through the Nataf's joint distribution model. The generality of Symmetric Moving Average (neaRly) To Anything is stressed through two hypothetical simulation studies (univariate and multivariate), characterized by different dependencies and distributions. Furthermore, we demonstrate the practical aspects of the proposed model through two real-world cases, one that concerns the generation of annual non-Gaussian streamflow time series at four stations and another that involves the synthesis of intermittent, non-Gaussian, daily rainfall series at a single location." @default.
• W2899699715 created "2018-11-16" @default.
• W2899699715 creator A5080769137 @default.
• W2899699715 creator A5081886531 @default.
• W2899699715 creator A5090234784 @default.
• W2899699715 date "2018-11-01" @default.
• W2899699715 modified "2023-10-16" @default.
• W2899699715 title "Simulation of Stochastic Processes Exhibiting Any‐Range Dependence and Arbitrary Marginal Distributions" @default.
• W2899699715 cites W1175714779 @default.
• W2899699715 cites W1519450090 @default.
• W2899699715 cites W1599308559 @default.
• W2899699715 cites W1644023502 @default.
• W2899699715 cites W1851549099 @default.
• W2899699715 cites W1862346859 @default.
• W2899699715 cites W186626781 @default.
• W2899699715 cites W1937939972 @default.
• W2899699715 cites W1963581811 @default.
• W2899699715 cites W1966592054 @default.
• W2899699715 cites W1969024250 @default.
• W2899699715 cites W1969611538 @default.
• W2899699715 cites W1970156874 @default.
• W2899699715 cites W1971913675 @default.
• W2899699715 cites W1973477355 @default.
• W2899699715 cites W1975172081 @default.
• W2899699715 cites W1984169787 @default.
• W2899699715 cites W1985923248 @default.
• W2899699715 cites W1988179083 @default.
• W2899699715 cites W1990390134 @default.
• W2899699715 cites W1990729994 @default.
• W2899699715 cites W1992150725 @default.
• W2899699715 cites W1993614146 @default.
• W2899699715 cites W1996007769 @default.
• W2899699715 cites W1996153015 @default.
• W2899699715 cites W2003873404 @default.
• W2899699715 cites W2006944801 @default.
• W2899699715 cites W2007341550 @default.
• W2899699715 cites W2009725231 @default.
• W2899699715 cites W2011672424 @default.
• W2899699715 cites W2012015362 @default.
• W2899699715 cites W2014537658 @default.
• W2899699715 cites W2014841649 @default.
• W2899699715 cites W2015344028 @default.
• W2899699715 cites W2016312558 @default.
• W2899699715 cites W2016613589 @default.
• W2899699715 cites W2017738582 @default.
• W2899699715 cites W2020098188 @default.
• W2899699715 cites W2020460340 @default.
• W2899699715 cites W2021085271 @default.
• W2899699715 cites W2022311159 @default.
• W2899699715 cites W2022894179 @default.
• W2899699715 cites W2023786425 @default.
• W2899699715 cites W2024665095 @default.
• W2899699715 cites W2026749015 @default.
• W2899699715 cites W2029050626 @default.
• W2899699715 cites W2031595285 @default.
• W2899699715 cites W2033506615 @default.
• W2899699715 cites W2040329770 @default.
• W2899699715 cites W2041142253 @default.
• W2899699715 cites W2045041929 @default.
• W2899699715 cites W2045404766 @default.
• W2899699715 cites W2051186106 @default.
• W2899699715 cites W2053058844 @default.
• W2899699715 cites W2055781590 @default.
• W2899699715 cites W2056544088 @default.
• W2899699715 cites W2056575597 @default.
• W2899699715 cites W2059712072 @default.
• W2899699715 cites W2059814573 @default.
• W2899699715 cites W2065175568 @default.
• W2899699715 cites W2066148333 @default.
• W2899699715 cites W2066812341 @default.
• W2899699715 cites W2067478553 @default.
• W2899699715 cites W2068013446 @default.
• W2899699715 cites W2073351277 @default.
• W2899699715 cites W2074690839 @default.
• W2899699715 cites W2075254047 @default.
• W2899699715 cites W2078080423 @default.
• W2899699715 cites W2078763946 @default.
• W2899699715 cites W2080453776 @default.
• W2899699715 cites W2084077813 @default.
• W2899699715 cites W2084438646 @default.
• W2899699715 cites W2087449436 @default.
• W2899699715 cites W2091560152 @default.
• W2899699715 cites W2095410831 @default.
• W2899699715 cites W2097263385 @default.
• W2899699715 cites W2112463371 @default.
• W2899699715 cites W2113318639 @default.
• W2899699715 cites W2117627324 @default.
• W2899699715 cites W2132789303 @default.
• W2899699715 cites W2138599756 @default.
• W2899699715 cites W2139995385 @default.
• W2899699715 cites W2144328044 @default.
• W2899699715 cites W2144389722 @default.
• W2899699715 cites W2145381839 @default.
• W2899699715 cites W2149403743 @default.
• W2899699715 cites W2150849744 @default.
• W2899699715 cites W2154486377 @default.
• W2899699715 cites W2154724783 @default.
• W2899699715 cites W2154758947 @default.

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