Chipmunks and Oak Seedlings

My family’s planting dozens of oak seedlings which still have portions of the sprouted acorns attached. We moved them outside to get full sun and natural rain and chipmunks have pulled 12 of the seedlings out of their grow bags, eaten the acorns, and left the “stalks.”

Any suggestions on this not happening once the seedlings are planted afield?