Preprints
https://doi.org/10.5194/egusphere-2025-5214
https://doi.org/10.5194/egusphere-2025-5214
04 Nov 2025
 | 04 Nov 2025

Measurement of turbulence energy dissipation rate by a standalone high-resolution Doppler lidar

Abdul Haseeb Syed, Jakob Mann, and Mohammadreza Manami

Abstract. A second-order structure function model for the lidar line of sight (LOS) velocities is proposed. This structure function model corrects for the turbulence filtering due to the probe volume averaging effect using a Gaussian weighting function. It takes advantage of the high range gate resolution of the BEAM 6x pulsed lidar used in this study, i.e., 3 m, to effectively resolve the inertial subrange. The structure function model is then used to obtain the turbulence energy dissipation rate (ε) by fitting the model over lidar measurements in the inertial subrange. Unlike previously presented structure function methods to evaluate ε in the literature, this method has a weaker dependence on the turbulence length scale. The estimated ε values obtained from the lidar are compared with the values obtained from ultrasonic anemometers at three heights: 103 m, 175 m, and 241 m. The comparison results show excellent correlation between the two sets, with a Pearson correlation coefficient (ρ) value of more than 0.9 at all three heights. The observed bias was also found to be very small, i.e., more than 50 % of all the lidar-measured ε values were found within ±20 % of the sonic-measured values. This method relies on the proper detection of the inertial subrange; hence, during very stable atmospheric conditions, the model fitting on the measurements produced relatively larger errors, due to the difficulty in detecting the inertial subrange. Applications of this method include, but are not limited to, quantifying turbulence in the wake of aircraft, understanding pollutant dispersion in urban environments, and wind resource and turbulence assessment in areas where erecting a meteorological mast is not possible.

Competing interests: MM is employed by Lumibird SA, the manufacturer of the lidar used in this study.

Publisher's note: Copernicus Publications remains neutral with regard to jurisdictional claims made in the text, published maps, institutional affiliations, or any other geographical representation in this paper. While Copernicus Publications makes every effort to include appropriate place names, the final responsibility lies with the authors. Views expressed in the text are those of the authors and do not necessarily reflect the views of the publisher.
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Journal article(s) based on this preprint

16 Sep 2026
Measurement of turbulence energy dissipation rate by a standalone high-resolution Doppler lidar
Abdul Haseeb Syed, Jakob Mann, and Mohammadreza Manami
Atmos. Meas. Tech., 19, 5889–5903, https://doi.org/10.5194/amt-19-5889-2026,https://doi.org/10.5194/amt-19-5889-2026, 2026
Short summary
Abdul Haseeb Syed, Jakob Mann, and Mohammadreza Manami

Interactive discussion

Status: closed

Comment types: AC – author | RC – referee | CC – community | EC – editor | CEC – chief editor | : Report abuse
  • RC1: 'Comment on egusphere-2025-5214', Feng Guo, 06 Dec 2025
  • RC2: 'Comment on egusphere-2025-5214', Maxime Thiébaut, 17 May 2026
    • AC2: 'Reply on RC2', Jakob Mann, 17 Aug 2026

Peer review completion

AR – Author's response | RR – Referee report | ED – Editor decision | EF – Editorial file upload
AR by Jakob Mann on behalf of the Authors (17 Aug 2026)  Author's response   Author's tracked changes   Manuscript 
ED: Publish as is (18 Aug 2026) by Robin Wing
AR by Jakob Mann on behalf of the Authors (20 Aug 2026)  Manuscript 

Interactive discussion

Status: closed

Comment types: AC – author | RC – referee | CC – community | EC – editor | CEC – chief editor | : Report abuse
  • RC1: 'Comment on egusphere-2025-5214', Feng Guo, 06 Dec 2025
  • RC2: 'Comment on egusphere-2025-5214', Maxime Thiébaut, 17 May 2026
    • AC2: 'Reply on RC2', Jakob Mann, 17 Aug 2026

Peer review completion

AR – Author's response | RR – Referee report | ED – Editor decision | EF – Editorial file upload
AR by Jakob Mann on behalf of the Authors (17 Aug 2026)  Author's response   Author's tracked changes   Manuscript 
ED: Publish as is (18 Aug 2026) by Robin Wing
AR by Jakob Mann on behalf of the Authors (20 Aug 2026)  Manuscript 

Journal article(s) based on this preprint

16 Sep 2026
Measurement of turbulence energy dissipation rate by a standalone high-resolution Doppler lidar
Abdul Haseeb Syed, Jakob Mann, and Mohammadreza Manami
Atmos. Meas. Tech., 19, 5889–5903, https://doi.org/10.5194/amt-19-5889-2026,https://doi.org/10.5194/amt-19-5889-2026, 2026
Short summary
Abdul Haseeb Syed, Jakob Mann, and Mohammadreza Manami
Abdul Haseeb Syed, Jakob Mann, and Mohammadreza Manami

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Short summary
We present a new structure function model to estimate the turbulence energy dissipation rate using lidar velocities. The model corrects for turbulence filtering due to the lidar probe volume by applying a Gaussian weighting function. By utilizing the high 3 m range-gate resolution of the BEAM 6x pulsed lidar, we achieve excellent agreement between turbulence energy dissipation rate values derived from lidar and sonic anemometer at three heights, with correlation coefficients exceeding 0.9.
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