In may the mountain passes would have remained impassable. By September, with the activity well advertised, the Taliban and anyone else concerned had had all summer to gather and plan.
Timing can be everything in a military operation.
Also, packing up and leaving from a military airbase (as Trump had planned) had great advantages over performing the same tasks from a civilian airfield, especially in terms of security.