Sensitivity of northern Great Plains convection forecasts to upstream and downstream forecast errors

The role of earlier forecast errors on subsequent convection forecasts is evaluated for a northern Great Plains severe convective event on 11-12 June 2013 during the Mesoscale Predictability Experiment (MPEX) by applying the ensemble-based sensitivity technique to Weather Research and Forecasting (WRF) Model ensemble forecasts with explicit convection. This case was characterized by two distinct modes of convection located 150 km apart in western Nebraska and South Dakota, which formed on either side of an axis of high, lower-tropospheric equivalent potential temperature theta(e).

Convection forecasts over both regions are found to be sensitive to the position of this theta(e) axis. The convection in Nebraska is sensitive to the position of the western edge of the theta(e) axis near an upstream dryline, which modulates the pre-convective theta(e) prior to the diurnal maximum. In contrast, the convection in South Dakota is sensitive to the position of the eastern edge of the theta(e) axis near a cold front, which also modulates the preconvective theta(e) in that location.