Rice River is a stream located in St. Louis County, Minnesota. It appears on the Linden Grove USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,294.29 feet (394.50 m) above sea level. The nearest populated place is Cook, approximately 3.8 miles to the ENE.