Elizabeth C Kent, National Oceanography Centre, Southampton, United Kingdom, Duo Chan, University of Southampton, School of Ocean and Earth Science, Southampton, United Kingdom, Nathan J L Lenssen, Colorado School of Mines, Applied Mathematics and Statistics, Golden, CO, United States and Clara Deser, National Center for Atmospheric Research, Climate and Global Dynamics Division, Boulder, United States