Riley Lake is a reservoir located in Randolph County, Missouri. It appears on the College Mound USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 773.03 feet (235.62 m) above sea level. The nearest populated place is Darksville, approximately 1.4 miles to the NW.