Mud Lake is a lake located in Tensas County, Louisiana. It appears on the Newellton USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 70.99 feet (21.64 m) above sea level. The nearest populated place is Newellton, approximately 3.0 miles to the WNW.