Gertrude Lake is a lake located in Otter Tail County, Minnesota. It appears on the Frazee USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,357.19 feet (413.67 m) above sea level. The nearest populated place is Luce, approximately 2.4 miles to the SSE.