Benoit Vanniere, University of Reading, Reading, RG6, United Kingdom, Malcolm J Roberts, Met Office Hadley center for Climate Change, Exeter, United Kingdom, Kevin Hodges, University of Reading, Reading, United Kingdom, Pier Luigi Vidale, NCAS Climate, Department of Meteorology, University of Reading, Reading, United Kingdom and Marie-Estelle Demory, ETH, Zurich, Switzerland