Railroad Lake is a reservoir located in Caldwell County, Kentucky. It appears on the Princeton East USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 454.99 feet (138.68 m) above sea level. The nearest populated place is Cedar Bluff, approximately 1.0 miles to the NE.