“…Accordingly, much attention has been placed on the role of summer sea ice loss in affecting Arctic ecosystems (Laidre et al, 2015;Slagstad et al, 2011). Because polar bears rely year-round on sea ice as a platform to hunt their primary prey, iceassociated seals, many studies have focused on the direct effects of decreased sea ice extent on polar bear behavior and population dynamics (Regehr, Lunn, Amstrup, & Stirling, 2007;Rode et al, 2010;Rode, Pagano, Bromaghin, 2014;Rode, Regehr, Douglas, et al, 2014;Rode et al, 2015;Whiteman et al, 2015). Our results suggest that spatial and temporal ecological variation is important in affecting upper trophic-level productivity in these marine ecosystems and that sea ice loss may have both direct and indirect effects at upper trophic levels.…”