Air rifles are all I ever use for squirrels...for one thing, they're relatively quiet.
And secondly, they're reasonably priced. Hell, in high school I used to use a Crosman 760 pumpmaster...that thing's a $30 piece of plastic, more of a toy than a gun. But it killed squirrels and was broke-highschooler-friendly.