Preprints
https://doi.org/10.5194/egusphere-2025-4957
https://doi.org/10.5194/egusphere-2025-4957
30 Oct 2025
 | 30 Oct 2025

Monitoring and quantifying wind turbine clutter in DWD weather radar measurements

Michael Frech, Annette M. Boehm, and Patrick Tracksdorf

Abstract. Wind turbine clutter (WTC) is a serious threat to radar measurements from polarimetric weather radar. In Germany, wind turbines can now be built within the 5–15 km range of a weather radar in order to support and further increase the production of green energy. In order to protect the remaining 5 km radius from further wind turbine expansion, WTC is monitored and the consequences on radar data quality are quantified. There are currently no filter methods that can reliably separate wind turbine clutter from desired weather information. It is shown, that a dynamic WTC detection algorithm on the signal processor level performs well in over 80 % of the time if the rotor speed of the wind turbine is larger than 5 rpm (i.e. wind turbine is running). The dynamic WTC detection algorithm fails in situations where, presumably, the static clutter contribution from the wind turbine tower is too large. This is assessed for the first time by using wind turbine operator data from two wind turbines at a distance of about 10 km from a radar system, which are provided in real-time to the Deutscher Wetterdienst (DWD). For the DWD radar system Ummendorf, persistent WTC occupies 5 % of the area in the 5 km radius (approx. 4 km2), and 3 % in the 5–15 km radius (approx. 18 km2). WTC is found up to an elevation of 3.5° within the 5 km radius, and 1.5° with the 5–15 km radius. Using wind measurements from a synoptic weather station near the radar system Ummendorf, a WT detection probability between 60 % and 80 % can be deduced for the WTs at around the 5 km radius. We show that polarimetric radar measurements are more sensitive to WTC. Especially the areal coverage of the disturbance is larger than that observed for traditional radar reflectivity. Also, the vertical extent of WTC on polarimetric moments, illustrated by the depolarisation ratio (DR), is clearly present at 3.5° elevation, and less so in radar reflectivity. A wind park at the 5 km range from the radar system Ummendorf is used to quantify the beam blockage by WTs statistically. Though the data are noisy, a 0.5 dB blockage can be estimated for this particular wind park. This is significant, as the overall accuracy of the radar reflectivity has to be within ±1 dB, meaning 50 % of the radar reflectivity error budget is consumed by this particular wind park. Further, the radar looses sensitivity in measuring precipitation, in particular at long ranges. Static beam-blockage corrections are not applicable to WTC. We conclude, that the 5 km radius must be kept free from WT expansion.

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

10 Mar 2026
Monitoring and quantifying wind turbine clutter in DWD weather radar measurements
Michael Frech, Annette M. Boehm, and Patrick Tracksdorf
Atmos. Meas. Tech., 19, 1711–1727, https://doi.org/10.5194/amt-19-1711-2026,https://doi.org/10.5194/amt-19-1711-2026, 2026
Short summary
Michael Frech, Annette M. Boehm, and Patrick Tracksdorf

Interactive discussion

Status: closed

Comment types: AC – author | RC – referee | CC – community | EC – editor | CEC – chief editor | : Report abuse
  • RC1: 'Comment on egusphere-2025-4957', Anonymous Referee #1, 14 Nov 2025
    • AC1: 'Reply on RC1', Michael Frech, 28 Nov 2025
      • RC2: 'Reply on AC1', Anonymous Referee #1, 03 Dec 2025
        • AC5: 'Reply on RC2', Michael Frech, 22 Jan 2026
  • RC3: 'Comment on figures in egusphere-2025-4957', Norman Donaldson, 03 Dec 2025
    • RC4: 'Reply on RC3', Norman Donaldson, 10 Dec 2025
      • AC3: 'Reply on RC4', Michael Frech, 21 Jan 2026
    • AC2: 'Reply on RC3', Michael Frech, 21 Jan 2026
  • RC5: 'Comment on egusphere-2025-4957', Anonymous Referee #3, 22 Dec 2025
    • AC4: 'Reply on RC5', Michael Frech, 21 Jan 2026

Interactive discussion

Status: closed

Comment types: AC – author | RC – referee | CC – community | EC – editor | CEC – chief editor | : Report abuse
  • RC1: 'Comment on egusphere-2025-4957', Anonymous Referee #1, 14 Nov 2025
    • AC1: 'Reply on RC1', Michael Frech, 28 Nov 2025
      • RC2: 'Reply on AC1', Anonymous Referee #1, 03 Dec 2025
        • AC5: 'Reply on RC2', Michael Frech, 22 Jan 2026
  • RC3: 'Comment on figures in egusphere-2025-4957', Norman Donaldson, 03 Dec 2025
    • RC4: 'Reply on RC3', Norman Donaldson, 10 Dec 2025
      • AC3: 'Reply on RC4', Michael Frech, 21 Jan 2026
    • AC2: 'Reply on RC3', Michael Frech, 21 Jan 2026
  • RC5: 'Comment on egusphere-2025-4957', Anonymous Referee #3, 22 Dec 2025
    • AC4: 'Reply on RC5', Michael Frech, 21 Jan 2026

Peer review completion

AR – Author's response | RR – Referee report | ED – Editor decision | EF – Editorial file upload
AR by Michael Frech on behalf of the Authors (22 Jan 2026)  Author's response   Author's tracked changes   Manuscript 
ED: Referee Nomination & Report Request started (23 Jan 2026) by Gianfranco Vulpiani
RR by Anonymous Referee #1 (03 Feb 2026)
ED: Publish subject to technical corrections (16 Feb 2026) by Gianfranco Vulpiani
AR by Michael Frech on behalf of the Authors (17 Feb 2026)  Author's response   Manuscript 

Journal article(s) based on this preprint

10 Mar 2026
Monitoring and quantifying wind turbine clutter in DWD weather radar measurements
Michael Frech, Annette M. Boehm, and Patrick Tracksdorf
Atmos. Meas. Tech., 19, 1711–1727, https://doi.org/10.5194/amt-19-1711-2026,https://doi.org/10.5194/amt-19-1711-2026, 2026
Short summary
Michael Frech, Annette M. Boehm, and Patrick Tracksdorf
Michael Frech, Annette M. Boehm, and Patrick Tracksdorf

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Short summary
Wind turbine clutter (WTC) reduces the accuracy of weather radar measurements, as turbines may now be built closer to radar sites. A dynamic algorithm reliably detects WTC when wind turbine rotor speeds exceed 5 rpm. Beamblockage due to WT in the 5km range is significant. A wind turbine-free 5 km radius is recommended.
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