Picayune is the largest city in Pearl River County, Mississippi, United States. The population was 10,535 at the 2000 census. Located approximately 45 miles (72 km) from New Orleans, Hattiesburg, and Gulfport/Biloxi. The Stennis Space Center is 10 miles (16 km) away.