Ain't no sin in hunting them with a shotgun.
Early season while the leaves are thick on the trees, a .22 can be tough, at least for me.
I'm thinking about trying my 28 ga. Ithaca 37 with #6 this coming season. Light gun, not a lot of shot, full choke should blast them out of the thick stuff.
DF