The genus was circumscribed by Ulrik Søchting, Patrik Frödén and Ulf Arup in Nordic J. Bot. vol.31 (1) on page 55 in 2013.
The genus name of Shackletonia is in honour of Sir Ernest Henry Shackleton (1874–1922), an Anglo-Irish Antarctic explorer who led three British expeditions to the Antarctic.[2]
According to phylogenetic analysis, the genera Erichansenia and Shackletonia are positioned on the outermost position to the other genera of the Xanthorioideae subfamily, similarly as in phylogenetic trees published by Arup et al. (2013), Søchting et al. (2014b), and Garrido-Benavent et al. (2016). The genus Shackletonia is distinguished from other Xanthorioideae groups by its unique chemistry, producing 5- and 7-chloroemodin and their derivatives.[3]
Shackletonia hertelii and Shackletonia siphonospora have been found in the Falkland Islands.[4]