 This approach was applied to satellite data from 1988 to 2017 and found that the ocean has a strong influence on the atmosphere with the largest values occurring in the eastern tropical Pacific and Atlantic oceans as well as in western boundary currents. The ocean also influences the atmosphere one month later and this influence increases over longer periods of time. This article was authored by D. Dockier, S. Vanetsem and Abelucci.