I don't know about chipmunks, but the darn squirrels are into everything I plant. If I have pots, I have found that I must elevate them on a pedestal of smaller diameter to a height beyond their reach. They have stolen, planted, replanted, vandalized or dug up anything I plant. Talk about your uninvited guest!