Adjusted Tornado Probabilities

Holly M. Widen, James B. Elsner, Cameron Amrine, Rizalino B. Cruz, Erik Fraza, Laura Michaels, Loury Migliorelli, Brendan Mulholland, Michael Patterson, Sarah Strazzo, Guang Xing

Research output: Contribution to journalArticlepeer-review

Abstract

Tornado occurrence rates computed from the available reports are biased low relative to the unknown true rates. To correct for this low bias, the authors demonstrate a method to estimate the annual probability of being struck by a tornado that uses the average report density estimated as a function of distance from nearest city/town center. The method is demonstrated on Kansas and then applied to 15 other tornado-prone states from Nebraska to Tennessee. States are ranked according to their adjusted tornado rate and comparisons are made with raw rates published elsewhere. The adjusted rates, expressed as return periods, arestates, including Alabama, Mississippi, Arkansas, and Oklahoma. The expected annual number of people exposed to tornadoes is highest for Illinois followed by Alabama and Indiana. For the four states with the highest tornado rates, exposure increases since 1980 are largest for Oklahoma (24%) and Alabama (23%).

Original languageAmerican English
JournalElectronic Journal Severe Storms Meteorology
Volume8
StatePublished - Dec 4 2013

Keywords

  • tornadoes
  • low bias
  • occurrence rates
  • true rates
  • probability

Disciplines

  • Atmospheric Sciences
  • Meteorology
  • Probability
  • Statistical Models

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