Hi my nationality is Indian and I am a NZ Permanent Resident. Do we require a transit visa?

This December on our return leg from Manila we have a stop over of 1 hr in Guangzhou, China. We are flying China Southern Airlines. If yes, how do we go about applying for it?(Chinese embassy in Wellington, NZ?)