*Ed Hawkins¹, Gil Compo^2,3, Prashant Sardeshmukh^2,3 (1. National Centre for Atmospheric Science, University of Reading, 2. Cooperative Institute for Research in Environmental Sciences, University of Colorado at Boulder, Boulder, USA, 3. NOAA Physical Sciences Laboratory, Boulder, USA)