Dry skin But depending on the severity of dryness, the skin on your legs may crack, peel, feel rough, and become itchy. Causes of dry skin include the weather, dehydration, and the use of harsh skin care products. You may also develop dry skin and itchy legs if you have a skin condition like eczema or psoriasis.