His family lived at Whorouly, a small settlement on the Ovens River between Myrtleford and Wangaratta in Victoria, Australia.
Fr Glover first learnt to fly with Butler Air Transport Co. while a Parish Priest at Cootamundra, New South Wales, in 1936.