One possibility is plantar hyperhidrosis, but feet would be constantly moist here, and peeled skin patches would be only thin, not really thick.
In moist skin, fungi easilly grow (athlete's foot).
There are several genetic or acquired disorders with a common name keratoderma
Here are some other causes of itchy feet.