Peterson Lake is a lake located in Cass County, Minnesota. It appears on the Stewart Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,465.09 feet (446.56 m) above sea level. The nearest populated place is Swanburg, approximately 5.9 miles to the S.