Ingredients approach for severe weather

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Presentation transcript:

Ingredients approach for severe weather Harold Brooks NOAA/NSSL Harold.brooks@noaa.gov

Reports-A logical place to start US reporting database Target of opportunity Changes in de jure and de facto standards Carbin’s talk earlier

Ingredients Look at problem from forecasting perspective What things do we need in the environment for event? Applicable to any weather event Doswell et al. (1995) on flash floods Implicit assumption is that if all ingredients come together, event will happen with “high” probability

Another way to think about it Meteorological covariates (Brown and Murphy-aviation) Build statistical model relating events to environments Typically some sort of discriminant analysis Count environments

Big problems Do we know all of the physical relationships? For climate scale, do we estimate all of the ingredients? How good are the physical quantities predicted?

Severe Thunderstorm Definition (US) Hail at least 1 inch diameter (3/4 inch through 2009), winds of 50 kts (58 mph), tornado Significant severe 2 inch hail, 65 kt winds (hurricane force), F2+ tornado ~10% of severe

“Ingredients” for severe thunderstorms-the supercell Low-level warm, moist air Mid-level (~2-10 km) relatively cold, dry air Something to lift the warm, moist air Combine first two to get energy available for storm (CAPE or Wmax) Organization Winds that increase and change direction with height over lowest few km From equator at surface, west aloft

Shear→ Energy→

Probability of Sig Severe Line~k*CAPE*S06^1.6 From Brooks et al (2009)

(Dan Cecil, Univ. of Alabama-Huntsville) Updated from Brooks et al (2003)

US in more detail Look at all environmental conditions from 1991-9 Individual threats Consider probability of different threats, given significant severe Probability of big event given any event Focus on patterns Small change in the variables-energy converted to updraft speed

Organization Updraft

Conditional Probability Wind Hail Conditional Probability of Events Given Any Significant Event Tornado

Closing thoughts Initiation is question Are there sufficiently general recipes to do global?