Towards seasonal Arctic shipping route predictions

Keith Haines1, Nathanael Melia2, Ed Hawkins3 and Jonathan J Day2, (1)University of Reading, Department of Meteorology, Reading, United Kingdom, (2)University of Reading, Reading, RG6, United Kingdom, (3)University of Reading, National Centre for Atmospheric Science, Reading, United Kingdom