Logistics and hard-surface runways, maintenance and weapons depots, etc. . .hard for the Army to build those things while on the move.
And we did try it back a few years, see my earlier post.
I know the Army tried, the Army ran an Air Force throughout WW 2 while being on the move. It can do it again with the A 10s.