"In the Earth's heterosphere, a part of the upper atmosphere, helium and other lighter gases are the most abundant elements."
"In this way an estimated 3000 metric tons of helium are generated per year throughout the lithosphere."
And as both Wiki and the article points out, the biggest "reserve" is found in natural gas - which Europe, with Russia in particular, has vast abundances of. Not sure with what concentration our European gas deposits hold Helium, though.
I'm not sure which source to trust here on the topic of Helium being this rare.