[...] that is a pretty high budget for a cable TV show. Why is it that high? Because of all the location shooting? [...]
I can't imagine it's just location shooting. As the HR article points out, the show has been receiving a 30% tax credit for shooting in Georgia - money that, with season two, AMC has decided to hold onto rather than use for the show.