Blue Spring Branch is a stream located in Gordon County, Georgia. It appears on the Sugar Valley USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 597.11 feet (182.00 m) above sea level. The nearest populated place is Oostanaula, approximately 1.7 miles to the S.