29 December 2000 Parametric statistical analysis of the aerosol micropulse lidar data
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Proceedings Volume 4341, Seventh International Symposium on Atmospheric and Ocean Optics; (2000) https://doi.org/10.1117/12.411959
Event: 7th International Symposium on Atmospheric and Ocean Optics, 2000, Tomsk, Russian Federation
Abstract
In the paper it is proposed to make a spatial-time analysis of aerosol micro pulse lidar data by a parametric statistical approach based on a mixed model of 'auto-regressive-moving average' (ARMA). The given approach allows obtain the spectral estimations of auto- and cross-spectra with high frequency resolution using short time series of data. The determination of parameters of the ARMA model has been made on a scheme of two-channel spectral estimation by the Nuttall-Strand method. The examples of obtaining an additional information data on dynamics of aerosol inhomogeneities from real micro pulse lidar are presented.
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Igor Alexandrov Razenkov, Igor Alexandrov Razenkov, Hyungki Cha, Hyungki Cha, Dukhyeon Kim, Dukhyeon Kim, Nadezhda Andreyevna Shefer, Nadezhda Andreyevna Shefer, } "Parametric statistical analysis of the aerosol micropulse lidar data", Proc. SPIE 4341, Seventh International Symposium on Atmospheric and Ocean Optics, (29 December 2000); doi: 10.1117/12.411959; https://doi.org/10.1117/12.411959
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