Riley Creek is a stream located in Rankin County, Mississippi. It appears on the Goshen Springs USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 302.44 feet (92.18 m) above sea level. The nearest populated place is Abernathy (historical), approximately 3.1 miles to the ENE.