Township of Atherton is a civil located in Wilkin County, Minnesota. It appears on the Barnesville SW USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 977.69 feet (298.00 m) above sea level. The nearest populated place is Barnesville, approximately 5.0 miles to the NNE.