Deep convection in the Gulf of Lion is an important ocean mixing process in the western Mediterranean Sea that aids the general circulation of the Mediterranean Sea and promotes the local marine biology. By studying the fractal-ness of deep convection, we can determine which of the three periods: before, during, or after deep convection are the least predictable. The results show that the period following deep convection is the most difficult to replicate rather than deep convection itself.