The past can only be recalled, that is, on the basis of the past, it can only be a kind of memory. Recalling the past cannot be changed.
So this is mainly to express a situation that people in the past can only recall and want to experience or change again, but they have never been able to do so. Usually used to express one's regret. Most of them are memories of time and I really want to go back to that time.