The rough-barked apple was described by
James Edward Smith in 1797 as
Metrosideros floribunda, having been collected by Surgeon-General of New South Wales,
John White in 1794. It was growing from seed in Empress Josephine's arboretum at
Malmaison by 1804, when
Étienne Pierre Ventenat catalogued it in his
Jardin de la Malmaison. The species name is derived from the
Latin floribunda 'abundant flowers'.
Robert Sweet gave it its current name in 1830. Common names include rough-barked apple, apple box, rusty gum, gum myrtle and Boondah. This tree hybridises with the broad-leaved apple (
Angophora subvelutina). Genetic analysis suggests the two might be a single species, despite their different morphology. Hybridization is present in some populations where both taxa occur but not others. The Charmhaven apple (
Angophora inopina) from the vicinity of
Wyee on the Central Coast of New South Wales is closely related and may be a dwarf form of
A. floribunda. ==Distribution and habitat==