Eucalyptus is a tall flowering tree of the Myrtaceae family. Almost 700 species of this family have been identified so far, mostly native to Australia, New Zealand, and Tasmania. In Australia, these are mostly referred to as gum trees. Although we are familiar with tall varieties, these plants also grow as shrubs.