Differences between ensemble members are used to compute statistical correlation, which elucidates why storms in some ensemble members strengthen and others do not. Storms in all ensemble members originate from a mesoscale, low-level vorticity anomaly present over Africa in the initial conditions. Though the initial strength of this anomaly is only weakly related to final storm intensity, after 24 h of integration the relation becomes very strong. Approximately half of final intensity spread is determined by variance in low-level vorticity at this time.
Thus, factors favoring intensification of the initial vortex are examined. Of particular interest is potential interaction with the Saharan air layer (SAL), which is thought to have impeded Debby's development. The role of CAPE and mid-level moisture (independent of the SAL), elevated levels of which have previously been shown to favor tropical cyclone intensification, are also examined. Finally, the relevance of jet dynamics early in the genesis period and deep-layer shear over the entire forecast are explored.