Analysis of the state of theory and the technology of radio-acoustic atmospheric sounding systems
DOI:
https://doi.org/10.30837/rt.2026.1.224.11Keywords:
radio-acoustic atmospheric sounding, method, analysis, adaptation, measurement, systematic error, research, model, temperature, sounding signalAbstract
Radio-Acoustic Sounding Systems (RASS) enable measurements of vertical profiles of key atmospheric parameters, including temperature, wind speed, and turbulence characteristics. However, the development of the method has faced considerable difficulties over several decades. Currently, the field of radio-acoustic atmospheric sounding is experiencing a long-term, systemic crisis that has been ongoing for almost two decades. This crisis is caused by the fact that commercially produced RASS systems provide temperature profiles with acceptable performance and have modern, representative digital interfaces for visualizing the sounding results, while their operational algorithms are proprietary and not described in detail in the literature. Industrial RASS systems are implicitly regarded by the scientific community as sufficiently advanced and therefore are not subjected to critical evaluation. Under these conditions, scientific research in this field has almost come to a standstill and has remained stagnant for the past twenty years. As a result, the state of science and technology in this field has been effectively frozen for two decades.
To address this situation and to revive research in the theory and practice of RASS, this paper provides a qualitative assessment of the current state of the field, analyzes existing sounding systems, evaluates their algorithmic support, and formulates the key tasks required to overcome the crisis. Methods for achieving these goals are also proposed.
The main current task is to improve the methods for measuring vertical profiles of meteorological parameters using RAZ systems, which are based on existing algorithms for processing useful informative signals and on methods for adapting the systems to external conditions.
References
Emeis S. Sodar and RASS. Chapter, p. 661–681 // Foken T. (eds) Springer Handbook of Atmospheric Measurements. Springer Handbooks. Springer, Cham, 2021. https://doi.org/10.1007/978-3-030-52171-4_23
Yang Qi and Yong Guo. A Quality Control Method and Implementation Process of Wind Profiler Radar Data // Atmosphere. 2022. №13(5). Р. 796; https://doi.org/10.3390/atmos13050796
Lataitis R.J. Theory and Application of a radio-acoustic sounding system (RASS): NOAA Technical Memorandum ERL WPL-230. Nat. Oceanic and Atmos. Admin. Environ, Res. Labs. Boulder, CO, 1993. 207 p.
Kartashov V.M. Radio signals scattered by an acoustic wave packet: details of processing // Telecommunications and Radio Engineering. 1997. Vol. 51, №5. P. 40–43. https://doi.org/10.1615/TelecomRadEng.v51.i5.60.
Strauch R.G., Moran K.P., May P.T., Bedard A.J., Ecklund W.L. RASS temperature sounding techniques: NOAA Technical Memorandum ERL WPL-158. Nat. Oceanic and Atmos. Admin., Environ. Res. Labs., Boulder, 1988. 12 p.
Smith P. L. Remote measurements of wind velocity by the electromagnetic-acoustic probe. 1. System analysis.1961 // Conf. proc. 5th Annu. convention on military electronics, Wash (D.C.), rep № 419. Р. 43–53.
May P.T., Moran K.P. and Strauch R.G. The accuracy of RASS temperature measurements // J. Appl. Meteorol. 1989. № 28. P.1329–1335.
Kalistratova M.A., Kon A.I. Radioacoustic sounding of the atmosphere. M. : Nauka, 1985. 200 p.
Kartashov V., Babkin S., Kartashov A., Pershyn Y. Development of the Atmosphere Radio-Acoustic Sounding Method in Ukraine and in the World in the Period of 1961-2000 // 2023 IEEE 6th International Conference on Information and Telecommunication Technologies and Radio Electronics, UkrMiCo 2023, 13–15 November 2023, Kyiv, Ukraine. P. 372–376. https://doi.org/10.1109/UkrMiCo61577.2023.10380339
Lindenberg column. URL: https://www.dwd.de/EN/research/observing_atmosphere/lindenberg_column /lindenberg_column_node.html;jsessionid=8458988E48142AB0B4F55375227909C7.live11054.
Muradyan P., Richard Coulter R. Radar Wind Profiler (RWP) and Radio Acoustic Sounding System (RASS) Instrument Handbook. March, 2020. Environmental Science Division, Argonne National Laboratory. 20 p. URL: https://www.arm.gov/publications/tech_reports/handbooks/rwp_handbook.pdf (access date 04.02.2026).
Kartashov V.M., Tikhonov V.A., Voronin V.V. Features of Construction and Application of Complex Systems for the Atmosphere Remote Sounding // Telecommunications and Radio Engineering. 2017. Vol. 76, №8. P.743–749. https://doi.org/10.1615/TelecomRadEng.v76.i8.70.
Kartashov V.M., Babkin S.I., Tolstykh Y.G. and Lepeha N.G. Systematic errors in measurement of meteorological variables in correlation processing of signal of radio acoustic sounding systems // Telecommunications and Radio Engineering. 2016. Vol. 75, №9. P. 835–843. https://doi.org/ 10.1615/TelecomRadEng.v75.i9.80.
Temperature Profiler RASS. URL: https://metek.de/product-group/rass/.
RASS (Radio Acoustic Sounding System) addition to the SODAR PCS2000. URL: https://www.biral.com/product/rass-sodar-pcs2000/#product-overview.
Remtech Radio Acoustic Sounding System (RASS) for remote sensing of temperature. URL: https://remtechinc.com/wp-content/uploads/RASS3.pdf
Remtech PA-0 SODAR acoustic wind profiler. URL: https://remtechinc.com/wp-content/uploads/PA-0.pdf
RASS for Radar Wind Profilers. URL: https://www.scintec.com/catalogs/rass-for-radar-wind-profilers/
RASS for Sodar Wind Profilers. URL: https://www.scintec.com/catalogs/rass-for-sodar-wind-profilers/
Garcia-Benadi, A., Bech, J., Udina, M., Campistron, B., & Paci, A. Multiple Characteristics of Precipitation Inferred from Wind Profiler Radar Doppler Spectra // Remote Sensing. 2022. № 14(19). Р. 5023. https://doi.org/10.3390/rs14195023
Judy M. V., Judy M. V. Ajil Kottayil Wind profiler Doppler power spectrum segmentation using U-Net // 2023 International Conference on Advances in Intelligent Computing and Applications (AICAPS). https://doi.org/10.1109/AICAPS57044.2023.10074415
Merrill I. Skolnik. Radar Handbook. Third Edition. McGraw-Hill Education, New York. 2008. 1328 p.
Lehmann V., Brown W. (2021). Radar Wind Profiler. Chapter, p. 901–933. In: Foken, T. (eds) Springer Handbook of Atmospheric Measurements. Springer Handbooks. Springer, Cham. https://doi.org/10.1007/978-3-030-52171-4_31
Garcia-Benadi A., Bech J., Udina M., Campistron B., & Paci A. Multiple Characteristics of Precipitation Inferred from Wind Profiler Radar Doppler Spectra // Remote Sensing. 2022. № 14(19). Р. 5023. https://doi.org/10.3390/rs14195023
Judy M. V; Judy M. V., Ajil Kottayil Wind profiler Doppler power spectrum segmentation using U-Net // 2023 International Conference on Advances in Intelligent Computing and Applications (AICAPS). https://doi.org/10.1109/AICAPS57044.2023.10074415
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