Stochastic models of atmospheric clouds structure

被引：6

作者：

Ogorodnikov, Vasily A. ^{[1
,2
]}

Kablukova, Evgeniya G. ^{[1
]}

Prigarin, Sergei M. ^{[1
,2
]}

机构：

[1] Inst Computat Math & Math Geophys, Pr Ak Lavrentieva 6, Novosibirsk 630090, Russia

[2] Novosibirsk State Univ, Pirogov St 1, Novosibirsk 630090, Russia

来源：

STATISTICAL PAPERS | 2018年 / 59卷 / 04期

关键词：

Stochastic simulation; Atmospheric clouds; Optical thickness; Random fields; Spectral and autoregressive models; BINARY RANDOM-FIELDS; SIMULATION;

D O I：

10.1007/s00362-018-1036-7

中图分类号：

O21 [概率论与数理统计]; C8 [统计学];

学科分类号：

020208 ; 070103 ; 0714 ;

摘要：

This paper deals with numerical simulation of random fields corresponding to a stochastic structure of atmospheric clouds. We construct numerical models to simulate the optical thickness of stratus clouds as well as indicator fields of broken clouds. To simulate the random fields we use spectral and autoregressive models, as well as a method of nonlinear transformations of Gaussian functions.

引用

页码：1521 / 1532

页数：12

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