Nellies Lake is a lake located in Todd County, Minnesota. It appears on the Burtrum USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,212.80 feet (369.66 m) above sea level. The nearest populated place is Burtrum, approximately 3.6 miles to the NNW.