Atanaaq is a isthmus located in Northwest Arctic County, Alaska. It appears on the Noatak C-5 NE USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 15.33 feet (4.67 m) above sea level. The nearest populated place is Kivalina, approximately 10.1 miles to the WNW.

Nearby Features