On Monday Australian Environment Minister Josh Frydenberg expressed "deep disappointment" that Japan had decided to return to the Southern Ocean to undertake so-called "scientific" whaling.
New Zealand would support Australia on the issue through the appropriate channels, English said.
"We are on the international whaling commission, we have ongoing diplomatic discussions with Japan."
New Zealand had worked for years to protect whales and engage with Japan to try and change their attitude, he said.
"That hasn't been successful yet, so that is disappointing."
English said he did not know if Japan's actions were deliberately provocative.