I did some ecological modelling back in uni. A lot of it seems to be supported by experiments too. But we're talking nonlinear dynamical systems, right? Not all equilibria are stable equilibria (you can have all sorts of shapes) , and a stable equilibrium might not be what you want at all! (eg zero crossings where 'everyone dies' are absolutely the most stable equilibria you can hit) .