Kai Kornhuber¹, Scott M Osprey², Jascha Lehmann³, Rachel H White⁴, Lesley J Gray² and Radley M Horton⁵, (1)Columbia University, Earth Institute, New York, NY, United States, (2)Oxford University, Department of Physics, AOPP, Oxford, United Kingdom, (3)Potsdam Institute for Climate Impact Research, Potsdam, Germany, (4)Barcelona Supercomputing Center, Earth Sciences - Climate Prediction Group, Barcelona, Spain, (5)Columbia University, Lamont-Doherty Earth Observatory, Palisades, NY, United States