Anchor Lake is a reservoir located in Pearl River County, Mississippi. It appears on the Millard USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 116.73 feet (35.58 m) above sea level. The nearest populated place is Hawthorne, approximately 2.7 miles to the WNW.