Mitchell Lake is a reservoir located in Nodaway County, Missouri. It appears on the Maryville East USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,131.47 feet (344.87 m) above sea level. The nearest populated place is Bedison, approximately 0.5 miles to the ENE.