16 Hours transit in Guangzhou

Hello,

I have 16 hours transit in Guangzhou. I arrive at 5.30 am and my next flight is at 9.30 pm. I have an Australian passport. Which transit visa do i qualify for? Do i need to book a hotel for the visa? As i have whole day lay over i just want to explore the city rather than staying in a hotel.

Thank You
Md