Western Australian town named Stuart until 1931 (5,7)
I believe the answer is:
alice springs
(Other definitions for alice springs that I've seen before include "Town in Australia's Northern Territory" , "Remote Australian town" , "somewhere in Oz" , "Aussie town" , "Australian town - place's rising (anag)" .)