Petes Lake is a lake located in Sunflower County, Mississippi. It appears on the Ruleville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 119.03 feet (36.28 m) above sea level. The nearest populated place is Lehrton (historical), approximately 2.0 miles to the NNE.