Elsie Reservoir is a reservoir located in Converse County, Wyoming. It appears on the Hermit Rock USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,787.17 feet (1,763.93 m) above sea level. The nearest populated place is Boxelder, approximately 12.0 miles to the WSW.