Urban planning during the early 20th century is rooted in race - so I'd suggest starting off with Kruse's White Flight it dives into many of the decisions of how Atlanta was shaped and what caused its famous sprawl.

Next try Planning Atlanta, it's like an encyclopedia on when and why Atlanta grew the way it did. Atlanta Unbound also delves into the sprawl and growth of Greater Atlanta and is worth a read.