You can take Line 11 or Line 9 and get off at Chinatown, then take the minibus "Fucheng to Qukou" to Yanfeng Town, the fare is 6 yuan.
Or take bus No. 45 to Lingshan, and then take that bus there.
You can go to the mangroves to see the saltwater duck there, which is very delicious, haha.
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