Omar Müller, University of Reading, Department of Meteorology, Reading, United Kingdom; National Centre for Atmospheric Science, Reading, United Kingdom, Pier Luigi Vidale, NCAS Climate, Department of Meteorology, University of Reading, Reading, United Kingdom, Benoit Vanniere, University of Reading, Reading, RG6, United Kingdom and Reinhard Schiemann, National Center for Atmospheric Science, Reading, United Kingdom