Gust Front/Wind Shift Detection Algorithm for the Terminal Doppler Weather Radar

Abstract

An algorithm for real-time detection of tornadoes, using single Doppler radar data, is described. This algorithm searches for tornadic vortex signatures (TVS's) which are characterized by strong azimuthal shear in Doppler velocity fields. A TVS usually indicates that a tornado is occurring. The algorithm searches for azimuthal radial velocity differences, above a certain threshold, between adjacent gates at constant range. It then builds these 'pattern vectors' into features for each scan in elevation, and finally determines the vertical correlation among features. When at least three features are vertically correlated and the lowest one is below a prescribed minimum- height threshold, a 'TVS' is declared, indicating that a tornado is occurring. If the lowest feature is not below the height threshold, a 'potential TVS (PTVS) ' is declared, indicating that a tornado may soon occur. The TVS algorithm has been tested on five tornadoes that occurred in Colorado and Missouri. Each tornado had an associated TVS, which was detected by the algorithm. In all cases, either a PTVS or TVS preceded each tornado, resulting in a 4 minute average lead time. Evaluated on a scan-by-scan basis, the probability of detection is 78%. No TVS false alarms and only 3 PTVS false alarms occurred for these 5 cases. The algorithm was also tested on two rotating microbursts with no detections occurring.

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Document Details

Document Type
Technical Report
Publication Date
Nov 01, 1989
Accession Number
ADA236111

Entities

People

  • Arthur Witt
  • Diana L. Kingle-wilson
  • Laurie G. Hermes
  • Michael D. Eilts
  • Steven D. Smith

Organizations

  • National Oceanic and Atmospheric Administration

Tags

Communities of Interest

  • Sensors

DTIC Thesaurus Topics

  • Air Traffic
  • Change Detection
  • Climate Change
  • Curve Fitting
  • Data Processing
  • Detection
  • Detectors
  • Doppler Radar
  • False Alarms
  • Ground Clutter
  • International Airports
  • Lead Time
  • Meteorological Radar
  • Pattern Recognition
  • Radial Velocity
  • Standards
  • Statistics

Fields of Study

  • Environmental science

Readers

  • Atmospheric Science/Meteorology
  • Radar Systems Engineering.
  • Tactical Satellite Communications Systems Engineering.