Niamh O'Callaghan, University of Reading, Reading, United Kingdom, Jon Robson, University of Reading, National Centre for Atmospheric Science, Reading, United Kingdom, Leon Hermanson, Met Office Hadley center for Climate Change, Exeter, United Kingdom, Keith Haines, Reading University, Meteorology, Reading, United Kingdom and Laura C Jackson, UK Met Office, Exeter, United Kingdom