Fernvale is a rural town and locality in the Somerset Region, Queensland, Australia. In the 2016 census, the locality of Fernvale had a population of 3,209 people. It is a rapidly developing rural township located within the urban footprint of the South East Queensland Regional Plan 2009–2031.