Robust nonparametric estimates of spatiotemporal dynamics of wind velocity from data of minisodar measurements

V. A. Simakhin; O. S. Cherepanov; L. G. Shamanaeva

doi:10.1117/12.2249577

29 November 2016 Robust nonparametric estimates of spatiotemporal dynamics of wind velocity from data of minisodar measurements

V. A. Simakhin, O. S. Cherepanov, L. G. Shamanaeva

Author Affiliations +

Proceedings Volume 10035, 22nd International Symposium on Atmospheric and Ocean Optics: Atmospheric Physics; 1003556 (2016) https://doi.org/10.1117/12.2249577
Event: XXII International Symposium Atmospheric and Ocean Optics. Atmospheric Physics, 2016, Tomsk, Russian Federation

Abstract

In the report the spatiotemporal dynamics of three components of wind velocity vector retrieved from Doppler minisodar measurements in the atmospheric boundary layer is analyzed. Robust nonparametric methods of data processing based on the weighed maximum likelihood method (WMLM) are used for analysis. It is demonstrated that the efficiency (mean square error, MSE) of the adaptive estimates of the parameters of wind velocity components measured by the sodar based on the WMLM is much higher that the efficiency of the classical parametric estimates based on the LSM.

Citation Download Citation

V. A. Simakhin, O. S. Cherepanov, and L. G. Shamanaeva "Robust nonparametric estimates of spatiotemporal dynamics of wind velocity from data of minisodar measurements", Proc. SPIE 10035, 22nd International Symposium on Atmospheric and Ocean Optics: Atmospheric Physics, 1003556 (29 November 2016); https://doi.org/10.1117/12.2249577

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