Clarence Lake is a reservoir located in Shelby County, Missouri. It appears on the Lentner USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 779.08 feet (237.46 m) above sea level. The nearest populated place is Clarence, approximately 1.1 miles to the WSW.