The last paragraph feels wrong to me. This is the explanation for that feeling that came to mind first, but I'm not positive it's my true objection:

If your only observation were the footprint, sure--but your observations also include that you live on a planet with 7 billion people who leave footprints like that--so despite the comparitive algorithmic simplicity of the weather model, it doesn't match the observations as well.