A St John spokesman earlier said one person was taken to Tauranga Hospital in a critical condition by road ambulance. Two ambulances, a rapid response vehicle and a helicopter had been sent to the scene.
The police spokeswoman said a winch was required to uplift the patient.
Te Puna Quarry Park volunteers had closed the gates to the park to ensure no other visitors could enter.