If it is going to enter a state of perpetual decline, then it is doomed, full stop.
> There's only so much planet to go around; there's a finite limit somewhere.
Perhaps, but the existence of an asymptote to growth doesn't imply a need to ever switch to decline.
The normal shape of a resource constrained growth curve is logistic.