Greenleaf Lake is a lake located in Le Sueur County, Minnesota. It appears on the Le Center USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,050.03 feet (320.05 m) above sea level. The nearest populated place is Doyle, approximately 3.2 miles to the SE.