Clear Lake is a lake located in Cottonwood County, Minnesota. It appears on the Dundee USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,405.58 feet (428.42 m) above sea level. The nearest populated place is Dundee, approximately 2.8 miles to the W.