“…Early, relatively noisy estimates of the seasonal cycle based on the initial releases of the GRACE data (Bingham & Hughes, 2006;Kanzow et al, 2005;Ponte et al, 2007) have given way to more stable estimates based on longer records and improved data releases (Cheng et al, 2021;Johnson & Chambers, 2013). Although observations and simplified models consistently represent major features of the seasonal cycle in p b and provide a similar qualitative description of its properties at regional scales (e.g., Peralta-Ferriz & Morison, 2010;Piecuch, 2015;, it is also evident that substantial differences remain in seasonal behavior when examined over the global oceans (e.g., Cheng et al, 2021;Xiong et al, 2022).…”