Kemp Reservoir is a reservoir located in Harding County, South Dakota. It appears on the Gallup Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,099.03 feet (944.58 m) above sea level. The nearest populated place is Ladner, approximately 8.8 miles to the NNE.