Township of Rice River is a civil located in Aitkin County, Minnesota. It appears on the Split Rock Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,282.81 feet (391.00 m) above sea level. The nearest populated place is East Lake, approximately 5.6 miles to the NNW.