Mitchells Lake is a lake located in Tangipahoa County, Louisiana. It appears on the Ponchatoula NE USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3.19 feet (0.97 m) above sea level. The nearest populated place is Lees Landing, approximately 2.1 miles to the SSE.