Nature changes too. In both cases I believe there are identified causal determinants of both market and natural behaviour and in both cases these can change over time. Still, the scientific process can be meta-inducted in the case of markets to identify whether, for instance, financial news or academic papers give useful tips and in what circumstances.

In fact, now I'm really curious to know about literature on that very topic.