In a system such as the climate, we can never include enough variables to describe the actual system on all relevant length scales (e.g. the butterfly effect ??? MICROSCOPIC perturbations grow exponentially in time to drive the system to completely different states over macroscopic time) so the best that we can often do is model it as a complex nonlinear set of ordinary differential equations with