Kelly Lake is a reservoir located in Trousdale County, Tennessee. It appears on the Hartsville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 501.93 feet (152.99 m) above sea level. The nearest populated place is Walnut Grove, approximately 1.9 miles to the WSW.