Mitchell Lake is a lake located in Polk County, Minnesota. It appears on the Erskine USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,178.35 feet (359.16 m) above sea level. The nearest populated place is Erskine, approximately 0.9 miles to the ESE.