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Sibirskii Zhurnal Vychislitel'noi Matematiki, 2008, Volume 11, Number 3, Pages 347–356 (Mi sjvm53)  
This article is cited in 4 scientific papers (total in 4 papers)

Simulation of vector semi-binary homogeneous random fields and modeling of broken clouds

S. M. Prigarina, A. L. Marshakb

a Institute of Computational Mathematics and Mathematical Geophysics (Computing Center), Siberian Branch of the Russian Academy of Sciences
b NASA Goddard Space Flight Center
Full-text PDF (3143 kB) Citations (4)
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Abstract: A vector-valued homogeneous random field will be called semi-binary if its single-point marginal distribution is a mixture of a singular distribution and a continuous one. In this paper, we present methods of numerical simulation of semi-binary fields on the basis of the correlation structure and the marginal distribution. As an example, we construct a combined model of cloud top height and optical thickness using satellite observations results.
Key words: simulation of stochastic fields, semi-binary and quasi-Gaussian random fields, correlations, marginal distribution, simulation of stochastic structure of clouds.
Received: 10.06.2007
English version:
Numerical Analysis and Applications, 2008, Volume 1, Issue 3, Pages 285–292
DOI: https://doi.org/10.1134/S1995423908030099
UDC: 519.6
Language: Russian
Citation: S. M. Prigarin, A. L. Marshak, “Simulation of vector semi-binary homogeneous random fields and modeling of broken clouds”, Sib. Zh. Vychisl. Mat., 11:3 (2008), 347–356; Num. Anal. Appl., 1:3 (2008), 285–292
Citation in format AMSBIB
\Bibitem{PriMar08}
\by S.~M.~Prigarin, A.~L.~Marshak
\paper Simulation of vector semi-binary homogeneous random fields and modeling of broken clouds
\jour Sib. Zh. Vychisl. Mat.
\yr 2008
\vol 11
\issue 3
\pages 347--356
\mathnet{http://mi.mathnet.ru/sjvm53}
\transl
\jour Num. Anal. Appl.
\yr 2008
\vol 1
\issue 3
\pages 285--292
\crossref{https://doi.org/10.1134/S1995423908030099}
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    • This publication is cited in the following 4 articles:
    1. V. A. Ogorodnikov, S. M. Prigarin, A. S. Rodionov, “Quasi-Gaussian model of network traffic”, Autom. Remote Control, 71:3 (2010), 473–485  mathnet  crossref  mathscinet  zmath  isi
    2. Sergei M. Prigarin, Andreas Martin, Gerhard Winkler, “Simulation of binary random fields with Gaussian numerical models”, Monte Carlo Methods and Applications, 16:2 (2010)  crossref
    3. Prigarin S.M., Marshak A., “A simple stochastic model for generating broken cloud optical depth and cloud-top height fields”, Journal of the Atmospheric Sciences, 66:1 (2009), 92–104  crossref  adsnasa  isi  scopus
    4. Belov S.D., Lomakin S.V., Ogorodnikov V.A., Prigarin S.M., Rodionov A.S., Chubarov L.B., “Analiz i modelirovanie trafika v vysokoproizvoditelnykh kompyuternykh setyakh”, Vestn. Novosibirskogo gos. un-ta. Ser.: Informatsionnye tekhnologii, 6:2 (2008), 41–48
    Citing articles in Google Scholar: Russian citations, English citations
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