Mud Lake is a swamp located in Polk County, Florida. It appears on the Polk City USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 141.08 feet (43.00 m) above sea level. The nearest populated place is Polk City, approximately 1.5 miles to the NE.