On Establishing a Climatology of Gust Factors and Assessing Their Ability to Forecast Wind Gusts in Milwaukee, WI
Date of Award
Master of Science
Paul Roebber, Clark Evans
Climatology, Forecasting, Gust, Gust Factors, Wind
Wind gust forecasts are difficult given the small spatial and temporal scales at which they occur. As a result, a variety of statistical and numerical modeling approaches are used to forecast wind gusts, but a best practice has yet to be determined. One statistical approach, called a gust factor, is advantageous in its simplicity, and is often used operationally. Derived empirically from hourly and one-minute wind observations, we establish a climatology of gust factors for the 2000 to 2014 period at Milwaukee, WI. The gust factors are then stratified by wind speed, direction, time of day and year, and stability to gain insight into the potential sensitivities of the gust factor. Once the climatology of gust factors was established, the ability of the gust factor to forecast wind gusts was assessed deterministically for a variety of wind scenarios. The results suggest that gust factors derived from the standard hourly observational data tend to under-forecast the peak wind each hour. Some stratified gust factors show improvements relative to the non-stratified, mean gust factors. However, nearly all gust factor models show improvements relative to persistence and climatology forecasts.
Harris, Austin Reed, "On Establishing a Climatology of Gust Factors and Assessing Their Ability to Forecast Wind Gusts in Milwaukee, WI" (2016). Theses and Dissertations. 1150.