Dr Sherburn said the changes in measurements at the volcano over the past few weeks showed that an eruption was more likely over "the next weeks to months".
Although experts were monitoring the activity at the volcano, Dr Sherburn acknowledged that an eruption could come at any time and without warning.
"We are monitoring Ruapehu closely, but it often does not give any immediate warning that it is going to erupt," he said.
As a result, the Aviation Colour Code has increased from green to yellow, indicating a volcano is experiencing signs of elevated unrest above known background levels.
GNS said small earthquakes had been occurring about 5km beneath the summit area of Ruapehu since late October, but these might not be directly related to the high temperatures beneath crater lake because they were much deeper.
There have been several warnings caused by irregular signs of activity at Ruapehu in the past few years.
The last eruption at Mt Ruapehu was in 2007. It was also thought to have been caused by a build-up of pressure beneath crater lake.
A few months earlier a dam holding back the crater lake burst, causing a lahar. In 2006, an eruption also occurred and caused a small earthquake near the crater.