Recent advances in biology, neuro-imaging, the observation of space by satellites, and many other disciplines has lead to an explosion of data and it is now absolutely imperative that a theoretical framework is developed that can be used to analyse this data to identify system dynamic behaviours in a transparent manner to reveal core dynamic behaviours and features. Complex nonlinear behaviours ar ...