High Quality Content by WIKIPEDIA articles! Seaside Park is a Borough in Ocean County, New Jersey, United States. As of the United States 2010 Census, the borough population was 1,579. Seaside Park is situated on the Barnegat Peninsula, a long, narrow barrier peninsula that separates Barnegat Bay from the Atlantic Ocean.