Township of Eagle Lake is a civil located in Otter Tail County, Minnesota. It appears on the Eagle Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,292.65 feet (394.00 m) above sea level. The nearest populated place is Melby, approximately 6.2 miles to the SSW.