There are sometimes funds for declining fisheries that we don't expect to recover very quickly, not in less than a generation, like cod. That, after all, is a situation that rarely occurs.
In fact, most of the closures are temporary, to allow stocks to recover for a few years, but there are no funds to compensate for losses during these temporary closures.