From Peking to Hong Kong - train or flight?

Hello,

I'm travelling from Peking to Hong Kong at the end of February. Should I rather fly or take the new bullet train to Guangzhou? This is a holiday trip, so I have some extra time. Does anyone here know what the views are like from the train? Is it worth the extra time?

Thanks, Kaija