La Selva Beach, California. La Selva Beach is a census-designated place (CDP) in Santa Cruz County, California. La Selva Beach sits at an elevation of 151 feet (46 m). The 2010 United States census reported La Selva Beach's population was 2,843. La Selva Beach is one of the several small communities located in and around Aptos.