Cooley Lake (historical) is a lake located in Clay County, Missouri. It appears on the Kearney USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 713.43 feet (217.45 m) above sea level. The nearest populated place is Miltondale, approximately 1.7 miles to the E.