Cow Lake is a lake located in Otter Tail County, Minnesota. It appears on the Lake Lida USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,399.61 feet (426.60 m) above sea level. The nearest populated place is Edwards, approximately 4.3 miles to the SSW.