Wheeler Branch is a stream located in Towns County, Georgia. It appears on the Tray Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,035.07 feet (620.29 m) above sea level. The nearest populated place is Mountain Scene, approximately 0.2 miles to the NNW.