It is identified on the city maps as a flood zone, which it obviously would be by the simple geographic fact that the lot is located at the confluence of two creeks.
I stand corrected - I found the map. I’m surprised that the AE zone extends across Alpharetta Hwy there - one of the creeks passes right under the highway. It must go through a culvert.