The short answer is NO. What you want to avoid in fresh potato storage is freezing. Thats why you dig them up in the fall. The old fasioned way is to put them in cool, dry sand in a dark place known as a root cellar. Carrots, onions and squash also do well with this treatment. Squash and mellons store well covered in straw.