Underberg Lake is a lake located in Polk County, Minnesota. It appears on the Gonvick USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,348.13 feet (410.91 m) above sea level. The nearest populated place is Weme, approximately 2.6 miles to the E.