Rice Lake is a lake located in Itasca County, Minnesota. It appears on the Warba USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,291.60 feet (393.68 m) above sea level. The nearest populated place is Philbin, approximately 0.7 miles to the SE.