Emergency services were called to the incident in the tunnel at about 10.25am on Wednesday.
A Fire and Emergency NZ spokesman said two crews in breathing apparatus were attempting to enter the tunnel about 11am.
He said the tunnel is used for drainage and contains a number of pumps.