Township of Pine Lake is a civil located in Otter Tail County, Minnesota. It appears on the New York Mills West USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,332.02 feet (406.00 m) above sea level. The nearest populated place is Richdale, approximately 2.2 miles to the S.