Riley Lake is a reservoir located in Hennepin County, Minnesota. It appears on the Shakopee USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 890.10 feet (271.30 m) above sea level. The nearest populated place is Shakopee, approximately 2.3 miles to the SSW.