It's a bit of a dirty industry. Oil and gas are different, it's about mitigating risk (the exception being fracking). There's no way you can mine the sea floor in an environmentally sound way.

There would have to be a big economic win to justify the political backlash especially in election year. Maori, Labour and the Greens would be very much against it. I bet National are breathing a sigh of relief.