Izidine Pinto, University of Cape Town, Climate System Analysis Group, Cape Town, South Africa, Christopher Jack, University of Cape Town, Cape Town, South Africa, Christopher J Lennard, Climate Systems Analysis Group, Cape Town, South Africa and Simone Tilmes, National Center for Atmospheric Research, Atmospheric Chemistry, Observations, and Modeling Laboratory, Boulder, CO, United States