Township of Ellsburg is a civil located in St. Louis County, Minnesota. It appears on the Cotton USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,341.86 feet (409.00 m) above sea level. The nearest populated place is Melrude, approximately 0.7 miles to the ENE.