Whitehurst Lake is a reservoir located in Madison County, Missouri. It appears on the Cherokee Pass USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 679.46 feet (207.10 m) above sea level. The nearest populated place is Twelvemile, approximately 1.5 miles to the WSW.