Purchase of train tickets at Guangzhou South Railway Station

I will be visiting Zhuhai and Chaoshan. Flying in to Guangzhou first.
Can I buy the Zhuhai to Chaoshan D or G type ticket at GZ south station.
I understand there is a 11.40 am train from Zhuhai to Chaoshan.

Thanks