Mud Lake is a lake located in Otter Tail County, Minnesota. It appears on the Dalton USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,223.26 feet (372.85 m) above sea level. The nearest populated place is Dalton, approximately 2.5 miles to the E.