Amazon just patented a floating warehouse that spits out drones
patft1.uspto.gov
patft1.uspto.gov
The airborne distribution center and resupply ships are blimps or similar, and the items likely remain on the ground until ordered. Once ordered, they're sent on a supply ship to the airborne DC, and then glided down to the customer.