Herb Smith Lake is a reservoir located in Harlan County, Kentucky. It appears on the Hubbard Springs USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,419.68 feet (432.72 m) above sea level. The nearest populated place is Hubbard Springs, approximately 1.5 miles to the SSE.