Rice Lake Reservoir is a reservoir located in St. Louis County, Minnesota. It appears on the Fredenberg USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,370.28 feet (417.66 m) above sea level. The nearest populated place is Rice Lake, approximately 2.6 miles to the ESE.