Long Leaf Lake is a reservoir located in Moore County, North Carolina. It appears on the Carthage USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 380.97 feet (116.12 m) above sea level. The nearest populated place is Eastwood, approximately 1.3 miles to the SSW.