30 November 2017 Statistical modeling of temperature, humidity, and wind fields in the atmospheric boundary layer over the Siberian region
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Proceedings Volume 10466, 23rd International Symposium on Atmospheric and Ocean Optics: Atmospheric Physics; 104664X (2017) https://doi.org/10.1117/12.2283449
Event: XXIII International Symposium, Atmospheric and Ocean Optics, Atmospheric Physics, 2017, Irkutsk, Russian Federation
Abstract
The work presents the results of the applied climatic division of the Siberian region into districts based on the methodology of objective classification of the atmospheric boundary layer climates by the "temperature-moisture-wind" complex realized with using the method of principal components and the special similarity criteria of average profiles and the eigen values of correlation matrices. On the territory of Siberia, it was identified 14 homogeneous regions for winter season and 10 regions were revealed for summer. The local statistical models were constructed for each region. These include vertical profiles of mean values, mean square deviations, and matrices of interlevel correlation of temperature, specific humidity, zonal and meridional wind velocity. The advantage of the obtained local statistical models over the regional models is shown.
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N. Ya. Lomakina, N. Ya. Lomakina, } "Statistical modeling of temperature, humidity, and wind fields in the atmospheric boundary layer over the Siberian region", Proc. SPIE 10466, 23rd International Symposium on Atmospheric and Ocean Optics: Atmospheric Physics, 104664X (30 November 2017); doi: 10.1117/12.2283449; https://doi.org/10.1117/12.2283449
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