Plum Lake is a lake located in Jackson County, Minnesota. It appears on the Round Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,516.05 feet (462.09 m) above sea level. The nearest populated place is Spafford, approximately 4.1 miles to the NNE.