Picket Lake is a swamp located in Bolivar County, Mississippi. It appears on the Catfish Point USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 131.46 feet (40.07 m) above sea level. The nearest populated place is Catfish Point Landing, approximately 1.8 miles to the NNE.