Root vegetables like carrots, parsnips, acorn squash and sweet potatoes have thin skins that are really nutritious and do not need to be peeled. Just give them a good scrubbing under cold water. However, thicker, waxy-skinned veggies like turnips, rutabagas, butternut squash and celery root should be peeled.