Oak Lake is a reservoir located in Polk County, Minnesota. It appears on the McIntosh USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,201.77 feet (366.30 m) above sea level. The nearest populated place is Erskine, approximately 2.7 miles to the W.