Air travel with a short stop in Guangzhou

Hi there, we are travelling to Australia in December as a British family with full UK passportsto see relatives in Australia. Out stop is for five hours in Guangzhou and we would like to see the sights of the city if possible. Can we leave the airport for a few hours without a tourist L type or do we need to apply for a visa upon arrival in China?

Many thanks..