Ellison Lake is a lake located in Leflore County, Mississippi. It appears on the Colony Town USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 109.22 feet (33.29 m) above sea level. The nearest populated place is Purnell, approximately 2.0 miles to the NNW.