Fuckloads of Iron Ore, Oil, Natural Gas and Gold, amongst a bunch of other things, but those are probably the biggest ones I'd say.
The aforementioned desert wasteland aka the Outback is full of minerals and iron ore etc. A lot of the oil and gas come from rigs just off the coast, I believe.