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DOI | 10.1175/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
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ISSN | 0022-4928 |
EISSN | 1520-0469 |
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 |
推荐引用方式 GB/T 7714 | 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). |
条目包含的文件 | 条目无相关文件。 |
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