Parching is an English term for roasting or drying a food, "to expose to the strong action of fire but without burning" or "to dry with excessive heat". It dates to the late 14th century, and is of uncertain origin.
Parched corn was an early way of preserving corn (maize) that is still used by backpackers and survivalists today. See also parched peas.