Nicolas Bellouin, University of Reading, Department of Meteorology, Reading, United Kingdom, Velle Toll, University of Reading, Reading, United Kingdom, Johannes Quaas, University of Leipzig, Leipzig Institute for Meteorology, Leipzig, Germany and Matthew Christensen, University of Oxford, Oxford, United Kingdom