Using this incident as a test case, we use the Weather Research and Forecasting model and its Wind Farm Parameterization to explore this behavior and address the extent to which wind farms can modify meteorological features like thunderstorm outflow boundaries. We first conduct a set of four simulations to explore the sensitivity of the outflow boundary to the wind farm roughness: one with no wind turbines; one with 2-MW turbines as deployed in reality; one with more 2-MW turbines than actually deployed; and one with larger, 10-MW turbines. We specifically investigate impacts on near-surface wind speed, wind direction, and temperature, in addition to changes to precipitation features as the storm and associated outflow pass over the wind farm domain.
Additionally, we assess how agreement with observations depends on model settings such as turbine-induced turbulent kinetic energy and vertical resolution. The NWS radar and nearby West Texas Mesonet surface stations provide observations for validation of the simulations.