Saltpeter Creek is a stream located in Baltimore County, Maryland. It appears on the Gunpowder Neck USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 0.29 feet (0.09 m) above sea level. The nearest populated place is Seneca Park, approximately 2.2 miles to the WSW.