Emergency services are at the Matapihi Rail Bridge in Tauranga.
A police spokesman said they were sent to the scene just before 1pm to reports of a person on the bridge.
No other details were available at this time, he said.
The Bay of Plenty Times understands the bridge is closed to pedestrians.