Township of Riceville is a civil located in Becker County, Minnesota. It appears on the Flom SE USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,236.88 feet (377.00 m) above sea level. The nearest populated place is Callaway, approximately 5.0 miles to the ESE.