The olive tree, Olea europaea, is an evergreen tree or shrub. The olive, botanical name Olea europaea, meaning “European olive”, is a species of small tree in the family Oleaceae, found traditionally in the Mediterranean Basin. Most olive trees take about three years to come into maturity and begin to set noticeable amounts of fruit.