Application of Circular Statistics on the Weather Radar Doppler Spectrum

The problem of detecting the extended precipitation-like weather targets with radar is addressed. Target detection is performed with the help of circular statistics on the Doppler spectrum. The proposed approach has been applied to both simulated and real radar data. Furthermore, the performance of the proposed method has been compared with the traditional moment estimators, and it has been shown that the proposed approach outperforms them. The importance of the circular moment estimator has been shown in the aliased (folded) Doppler spectrum.

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Publication Details

Published
2024-10-21
DOI
https://doi.org/10.1109/radar58436.2024.10993795
Primary Topic
Precipitation Measurement and Analysis
Type
article
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article

Application of Circular Statistics on the Weather Radar Doppler Spectrum

Oleg A. Krasnov, Tworit Dash, Wenyi Lu, Alexander Yarovoy
Precipitation Measurement and Analysis
article

Application of Circular Statistics on the Weather Radar Doppler Spectrum

Oleg A. Krasnov, Tworit Dash, Wenyi Lu, Alexander Yarovoy
article en

Abstract

The problem of detecting the extended precipitation-like weather targets with radar is addressed. Target detection is performed with the help of circular statistics on the Doppler spectrum. The proposed approach has been applied to both simulated and real radar data. Furthermore, the performance of the proposed method has been compared with the traditional moment estimators, and it has been shown that the proposed approach outperforms them. The importance of the circular moment estimator has been shown in the aliased (folded) Doppler spectrum.

Delft University of Technology (NL)
Climate action
Openalex Percentile: Top 70%
Precipitation Measurement and Analysis
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