Grove Lake is a lake located in Otter Tail County, Minnesota. It appears on the Rollag USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,322.18 feet (403.00 m) above sea level. The nearest populated place is Norwegian Grove, approximately 3.3 miles to the WSW.