Sonia I Seneviratne, ETH Swiss Federal Institute of Technology Zurich, Zurich, Switzerland, Xuebin Zhang, Environment and Climate Change Canada, Toronto, ON, Canada, Lisa Alexander, University of New South Wales, Climate Change Research Centre, Sydney, NSW, Australia and Gabriele C Hegerl, University of Edinburgh, Edinburgh, EH9, United Kingdom