Gunderson Lake is a lake located in Pierce County, North Dakota. It appears on the Rugby USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,527.66 feet (465.63 m) above sea level. The nearest populated place is Rugby, approximately 5.2 miles to the NNW.