The exomoons may not possess magnetic fields strong enough to protect extraterrestrial life from radiation that may blast it from deep space and nearby stars, researchers said.
Past discoveries of many giant alien planets that sit closer to their stars than Mercury does to the Sun hints that exomoons could indeed lie within habitable zones, 'SPACE.Com' reported.
However, as large as exomoons could get, models of their formation suggest they could never get near the mass of Earth.
However, scientists wanted to explore the possibility of exomoons having another magnetic field source, which might emanate from the giant planets they would orbit.
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These planets are surrounded by magnetospheres, bubbles of plasma created by stellar winds crashing into the magnetic fields of planets.
Scientists modelled planets similar to Neptune, Saturn and Jupiter in the habitable zone of a sun-like star with moons the mass and diameter of Mars orbiting them.
"Habitable environments could be less common in the universe that previously thought," said study author Jorge Zuluaga, an astronomer at the University of Antioquia in Colombia.
However, exomoons could still be shielded if the giant planets they orbit differ in composition from those in our solar system.
For example, a Neptune-like planet that was composed almost completely of heavy elements instead of having almost half of its mass in hydrogen like Neptune would have some chance of defending habitable moons.
"We need to discover the first exomoon and detect the first magnetic fields of extrasolar giant planets to gather some observational support to our findings," he said.