Anhidrosis is the term used to describe dry feet. Some people suffer from unusually dry skin that leaves the skin, flakey, peeling and thin. Some parts of the foot may thicken and crack. The heels are particularly prone to cracking, which leads to fissures. These can be deep and bleed when they split.