Supply Drops can appear as late as 12 hours after a Supply Drop event has ‘started’, based on when the drops randomly spawn.

It’s also possible that the Supply Drop is already somewhere on your base. They usually appear along the edges of your base, but can appear behind Walls or buildings. Be sure to look carefully!