My comments in bold. You bought a property with unimproved land of $500K and you didn't expect land tax ?? Oh boy. Its one of the golden rules in investing. Spread the tax liability. ie buy QLD next, or WA etc... A separate threshold for each state.
I would make a payment arrangement. Unpaid...