Saltpeter Creek is a stream located in Gilmer County, Georgia. It appears on the Cashes Valley USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,599.52 feet (487.53 m) above sea level. The nearest populated place is Lucius, approximately 0.1 miles to the WNW.