Afroosa Malik¹, Anthony Wise², Neil Fraser³, Xiaobiao Xu⁴, Samuel T Diabaté³, Yueyang Lu⁵, James Harle⁶, Adam Tobias Blaker⁷ and Oliver Tooth⁶, (1)National Oceanography Center, Liverpool, United Kingdom, (2)National Oceanography Centre, Liverpool, United Kingdom, (3)Scottish Association for Marine Science, Oban, United Kingdom, (4)Florida State University, Center for Ocean-Atmospheric Prediction Studies, Tallahassee, FL, United States, (5)Florida State University, Center for Ocean-Atmospheric Prediction Studies (COAPS), Tallahassee, United States, (6)National Oceanography Centre, Southampton, United Kingdom, (7)National Oceanography Centre, Marine Systems Modelling, Southampton, United Kingdom