Statistical Model of Physical Parameters of Clouds Based on MODIS Thematic Data
- 作者: Astafurov V.1,2, Skorokhodov A.1
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隶属关系:
- V.E. Zuev Institute of Atmospheric Optics, Siberian Branch, Russian Academy of Sciences
- Tomsk State University of Control Systems and Radioelectronics
- 期: 卷 54, 编号 9 (2018)
- 页面: 1202-1213
- 栏目: Physical Principles of Earth Studies from Space
- URL: https://journals.rcsi.science/0001-4338/article/view/148651
- DOI: https://doi.org/10.1134/S0001433818090049
- ID: 148651
如何引用文章
详细
Abstract—A statistical model is suggested for the physical parameters of different cloud types. This model has been developed through a comparison of MODIS thematic data with the results of global cloud field classification using neural network technology. The model is a set of one- and two-parametric distributions that describe fluctuations of physical parameters of different cloud types. The distribution parameters are estimated. The comparative analysis is carried out of the parameters under study for different cloud types. The features of different cloud types are determined. The statistical model developed is compared with similar works in this field and international databases; the results show their good consistency. The statistical model suggested can be regarded as a supplement to already existing cloud field models.
作者简介
V. Astafurov
V.E. Zuev Institute of Atmospheric Optics, Siberian Branch, Russian Academy of Sciences; Tomsk State University of Control Systems and Radioelectronics
Email: vazime@yandex.ru
俄罗斯联邦, Tomsk, 634055; Tomsk, 634050
A. Skorokhodov
V.E. Zuev Institute of Atmospheric Optics, Siberian Branch, Russian Academy of Sciences
编辑信件的主要联系方式.
Email: vazime@yandex.ru
俄罗斯联邦, Tomsk, 634055