Robust nonparametric estimations of the wind velocity functionals from minisodar measurements

V. A. Simakhin; L. G. Shamanaeva

doi:10.1117/12.2504061

13 December 2018 Robust nonparametric estimations of the wind velocity functionals from minisodar measurements

V. A. Simakhin, L. G. Shamanaeva

Proceedings Volume 10833, 24th International Symposium on Atmospheric and Ocean Optics: Atmospheric Physics; 1083345 (2018) https://doi.org/10.1117/12.2504061
Event: XXIV International Symposium, Atmospheric and Ocean Optics, Atmospheric Physics, 2018, Tomsk, Russian Federation

Abstract

A method of robust nonparametric estimations of wind velocity functionals and their confidence intervals is suggested in the report that allows the estimations to be adapted depending on the initial functional distribution and outliers. It is shown that standard methods of data processing lead to considerable shift of location and low efficiency of the estimations in comparison with the nonparametric estimations of the weighed maximum likelihood method.

Citation Download Citation

V. A. Simakhin and L. G. Shamanaeva "Robust nonparametric estimations of the wind velocity functionals from minisodar measurements", Proc. SPIE 10833, 24th International Symposium on Atmospheric and Ocean Optics: Atmospheric Physics, 1083345 (13 December 2018); https://doi.org/10.1117/12.2504061

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