Atkinson Tank is a reservoir located in Knox County, Texas. It appears on the Rhineland USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,385.01 feet (422.15 m) above sea level. The nearest populated place is Rhineland, approximately 2.2 miles to the S.