Katya Canal¹, Babette Hoogakker¹, Katrin J Meissner^2,3, Julia Tindall⁴, Vyacheslav Khon¹, Ryouta O’ishi⁵ and Ayako Abe-Ouchi⁵, (1)Heriot-Watt University, The Lyell Centre, Edinburgh, United Kingdom, (2)University of New South Wales, Sydney, NSW, Australia, (3)Australian Research Council (ARC) Centre of Excellence for Climate Extremes and UNSW Climate Change Research Centre, Sydney, NSW, Australia, (4)University of Leeds, School of Earth and Environment, Leeds, United Kingdom, (5)Atmosphere and Ocean Research Institute University of Tokyo, Tokyo, Japan