Mud Lake is a reservoir located in Florence County, Wisconsin. It appears on the Armstrong Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,486.13 feet (452.97 m) above sea level. The nearest populated place is Fence, approximately 1.7 miles to the E.