Township of Elk Lake is a civil located in Grant County, Minnesota. It appears on the Erdahl USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,194.23 feet (364.00 m) above sea level. The nearest populated place is Barrett, approximately 3.7 miles to the WNW.