Township of Granite Falls is a civil located in Chippewa County, Minnesota. It appears on the Granite Falls USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,036.75 feet (316.00 m) above sea level. The nearest populated place is Asbury, approximately 2.3 miles to the N.