But experts were continuing to monitor the situation, including a planned aerial observation to check how much gas was in the atmosphere and any other changes, said GNS Science duty volcanologist Nico Fournier.
They were looking for the same signs they usually do including gas levels and earthquake activity.
Scientists have predicted that another eruption of similar size could be expected at any time during the next few weeks, though the activity was not expected to escalate.
"At the moment there are no such signs. It doesn't mean as we saw yesterday or in August that an eruption could not happen; it's quite possible,'' said Dr Fournier.
"It's a sign of concern for any volcanoes when they don't provide us with any warning.''
The department of Conservation has closed the Tongariro track, which was not expected to be reopened for at least three days.
Dr Fournier advised anyone planning to go to mountains in the area to first check with the Department of Conservation for any safety updates.
Groups of school children and trampers were on the mountain to walk the Tongariro Crossing when the volcano burst into activity, sending many into shock and awe.
Conditions on the mountain were today largely back to what they were before the eruption, with the volcano emitting some steam and gas at the same level it was before the August activity, said Dr Fournier.
"If the roads are open it's pretty much deemed safe and everybody's in touch with us.''
Yesterday's activity has also affected flights to and from Taupo, Rotorua or Gisborne airports.
Ten Air New Zealand flights scheduled this morning were cancelled, also causing disruptions at some other regional airports.
The airline will continue to assess the situation as the morning progresses, said a spokeswoman.