It is not uncommon for the skin to peel after a tanning session. This phenomenon indicates a dysfunction in cellular renewal following severe skin dehydration. Between the urge to remove flakes and the sensations of itching, peeling skin can be quite uncomfortable. Here are some measures you can take to soothe it.