Mitchell Lake is a lake located in East Feliciana County, Louisiana. It appears on the Port Hudson USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 45.31 feet (13.81 m) above sea level. The nearest populated place is Paloma (historical), approximately 1.2 miles to the N.