A "small batch of magma" could explain the ash seen rising more than half a kilometre above Whaakari/White Island over the weekend.
Ash emissions and a strong sulphur dioxide were detected at the offshore volcano on Sunday but because of the lack of real-time data, GNS Science said in a statement it could not definitively say whether a small eruption had occurred.
Web cameras showed minor ash emissions from an active vent behind the crater lake while a "strong" sulphur dioxide gas signal was detected by satellite.
The ash was light brown in colour and rose about 600m above the volcano, but was not observed beyond the island. A steam plume could be seen from the Bay of Plenty coast.