Cole Lake is a reservoir located in Jefferson County, Missouri. It appears on the Vineland USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 823.64 feet (251.05 m) above sea level. The nearest populated place is Melzo, approximately 0.6 miles to the SSW.