The Mt Tongariro eruption was probably caused by superheated water being forced out of the volcano's Te Maari vent, spewing existing rock into the air, scientists say.
Dr Thomas Wilson, lecturer in hazards and disaster management at the University of Canterbury, said the volcanic activity most likely occurred because heat from Tongariro's magma chambers turned water into steam.
That, combined with volcanic earthquakes and seismic activity in the area - which two weeks ago caused GNS to raise the volcanic alert to Level 1 - caused the eruption.
"There was an explosive venting of water vapour and other material. Rock that was in place around that vent was ejected and fragmented as part of that eruption and that's why we've got ash falling across the area."
Associate Professor Phil Shane, from the School of Environment at the University of Auckland, said it was a "grey area" whether the eruption of Mt Tongariro was connected to recent activity at White Island.