Oxygen debt refers to the amount of extra oxygen the body needs to restore itself to a resting state after physical exertion, including replenishing energy stores and removing lactic acid. It is a crucial factor in understanding exercise physiology and recovery processes, impacting how athletes plan their training and recovery strategies.