Europa, one of more than 50 moons circling the gas giant, is considered by NASA as a "top candidate" for life elsewhere in the solar system because it is believed to possess a massive, salty, subsurface ocean that is twice the size of Earth's.
The latest finding has given scientists fresh hope that a robotic spacecraft could one day fly past these potential plumes and learn about their contents without having to drill miles deep into the moon's icy shell.
Using ultraviolet images taken by Hubble, a space telescope that was launched in 1990, the potential plumes are seen around the southern edge of Europa and appear as "dark fingers or patches of possible absorption," Sparks said.
They were spotted on three separate occasions over the course of 15 months in 2014 when scientists observed Europa passing in front of Jupiter.
The potential plumes were only observed three out of 10 times when Europa passed by Jupiter, suggesting that the eruptions are intermittent, he said.
"If plumes exist this is an exciting finding because it potentially gives easier access to the ocean below," said Sparks.
However, he cautioned that more evidence is needed for scientists to be certain, whether by more Hubble observations, or by some independent observing technique.
"I do want to stress that the observations are at the limit of what Hubble can do," he added.
NASA announced last year that it intends to send a robotic spacecraft, equipped with a suite of scientific instruments, to circle Europa in the 2020s.
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