Kemp Tank is a reservoir located in Reeves County, Texas. It appears on the Big Hill USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,043.39 feet (927.63 m) above sea level. The nearest populated place is Burchard Place, approximately 2.7 miles to the NW.