Atlanta, yes. But what is the fan population there, and don't they already have a AAA minor league team? Remember where the Southern teams, outside Texas, actually are (ATL, TSP, MIA) and their populations before air conditioning.
At the time, AA was the highest minor league level. In 1940, Atlanta, with ~302K residents, ranked 28th in the nation, noticeably behind Kansas City.