The landscape typically lends itself to that kind of dry post-apocalyptic look, however shooting for Mad Max: Fury Road was relocated to Namibia[2] as heavy rains had caused the area to break out into bloom.
[1] https://www.brokenhill.nsw.gov.au/Services/Filming-in-Broken...
[2] https://www.nfsa.gov.au/collection/curated/asset/99353-mad-m...