Upper Clear Lake is a lake located in Goodhue County, Minnesota. It appears on the Diamond Bluff West USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 673.62 feet (205.32 m) above sea level. The nearest populated place is Etter, approximately 1.0 miles to the W.