Rock Lake is a lake located in Pine County, Minnesota. It appears on the Danbury West USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 994.29 feet (303.06 m) above sea level. The nearest populated place is Danbury, approximately 4.0 miles to the SE.