Plus, "Prairie" sounds a bit too quaint and cozy. Think of "Little House on the Prairie".
While Plains sounds bold and adventurous. Think of "Fortress on the Plains". (I made that up
).
And aren't states like KS, ND, NE and SD referred to as "The Plains States" anyway?