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DOI10.1175/JAS-D-17-0075.1
Cellular Statistical Models of Broken Cloud Fields. Part III: Markovian Properties
Alexandrov, Mikhail D.1,2; Marshak, Alexander3
2017-09-01
发表期刊JOURNAL OF THE ATMOSPHERIC SCIENCES
ISSN0022-4928
EISSN1520-0469
出版年2017
卷号74期号:9
文章类型Article
语种英语
国家USA
英文摘要

In the third part of the "Cellular Statistical Models of Broken Cloud Fields'' series the cloud statistics formalism developed in the first two parts is interpreted in terms of the theory of Markov processes. The master matrix introduced in this study is a unifying generalization of both the cloud fraction probability distribution function (PDF) and the Markovian transition probability matrix. To illustrate the new concept, the master matrix is used for computation of the moments of the cloud fraction PDF-in particular, the variance-which until now has not been analytically derived in the framework of the authors' previous work. This paper also serves as a bridge to the proposed future studies of the effects of sampling and averaging on satellite-based cloud masks.


领域地球科学
收录类别SCI-E
WOS记录号WOS:000409847100011
WOS关键词STOCHASTIC RADIATIVE-TRANSFER ; CHAIN FORMALISM ; RENEWAL THEORY ; TRANSPORT
WOS类目Meteorology & Atmospheric Sciences
WOS研究方向Meteorology & Atmospheric Sciences
引用统计
文献类型期刊论文
条目标识符http://119.78.100.173/C666/handle/2XK7JSWQ/29548
专题地球科学
作者单位1.Columbia Univ, Dept Appl Phys & Appl Math, New York, NY 10027 USA;
2.NASA, Goddard Inst Space Studies, New York, NY 10025 USA;
3.NASA, Goddard Space Flight Ctr, Greenbelt, MD USA
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Alexandrov, Mikhail D.,Marshak, Alexander. Cellular Statistical Models of Broken Cloud Fields. Part III: Markovian Properties[J]. JOURNAL OF THE ATMOSPHERIC SCIENCES,2017,74(9).
APA Alexandrov, Mikhail D.,&Marshak, Alexander.(2017).Cellular Statistical Models of Broken Cloud Fields. Part III: Markovian Properties.JOURNAL OF THE ATMOSPHERIC SCIENCES,74(9).
MLA Alexandrov, Mikhail D.,et al."Cellular Statistical Models of Broken Cloud Fields. Part III: Markovian Properties".JOURNAL OF THE ATMOSPHERIC SCIENCES 74.9(2017).
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