The Ross Sea continental shelf is considered as the most productive area of the Southern Ocean (Arrigo, vanDijken, & Bushinsky, 2008). In particular, the Ross Ice Shelf Polynya (RISP), occupying half of the shelf area (Figure 1a) (Smith et al., 2012;Wang et al., 2021), sustains an annual productivity (166 g C m −2 ) comparable to that of the entire shelf (Smith & Kaufman, 2018). The large increase in size of this persistent polynya in austral spring and summer facilitates the occurrence of a large phytoplankton bloom (Arrigo & van Dijken, 2004), which is driven by decreased ice coverage, increasing irradiance, and shoaling mixed layer depths (MLDs) (