Munsey Lake is a flat located in Harney County, Oregon. It appears on the Keg Springs Valley West USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,017.20 feet (1,529.24 m) above sea level. The nearest populated place is Frenchglen, approximately 18.7 miles to the ESE.