Cotton Patch Lakes is a swamp located in Greene County, Mississippi. It appears on the McLain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 48.15 feet (14.68 m) above sea level. The nearest populated place is Leaf, approximately 1.6 miles to the SW.