Fern Lake is a reservoir located in Madison County, Tennessee. It appears on the Claybrook USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 475.54 feet (144.94 m) above sea level. The nearest populated place is Claybrook, approximately 1.8 miles to the SE.