It was first described by Ferdinand von Mueller in his 1881 work Fragmenta Phytographiae Australiae as Dacrydium fitzgeraldii, naming it after its collector, one R. Fitzgerald. It was renamed Microstrobos fitzgeraldii by Lawrie Johnson and Garden in 1951, and Pherosphaera fitzgeraldii by Joseph Dalton Hooker in 1882.
Pherosphaera fitzgeraldii grows as a small shrub to 1 m (3 ft) high. The branchlets droop and bear tiny narrow leaves 2 or 3 mm in length.
Only 7 populations, containing a total of 455 individual plants are known. This conifer may be threatened by habitat loss, due to increased urbanization on the plateau. In the past hundred years, stream water quality has deteriorated, due to urban sprawl in the Blue Mountains. However, the population of Pherosphaera fitzgeraldii seems to have been stable over the last fifty years.