Alpine, NJ. Alpine is located in northeast New Jersey. Alpine is part of Bergen County. Alpine has 6.41 square miles of land area and 2.82 square miles of water area. As of 2010-2014, the total Alpine population is 1,710, which has shrunk 21.67% since 2000.