Image of Surtsey appearing south of Iceland in 1963. Image credit - Wikipedia
Check out the linked article on NASA's Earth Observatory about a new island that appeared in the neighborhood of Japan, right next too an island that formed in the mid-1970s.
Earth Observatory - New Article
