“…Despite earlier estimates of the population sizes of polar bears (3,200 ± 1,100 individuals [Matishov et al., ]), ringed seals (90,000–150,000 [Kelly et al., ]) and walruses (<500 [Born, Gjertz, & Reeves, ]) in the Kara Sea, there are no rigorous distribution estimates for these species. Previous studies on polar bear distributions (Durner et al., ; Lone, Merkel, Lydersen, Kovacs, and Aars (); Matishov et al., ; Wilson, Horne, Rode, Regehr, & Durner, ; Wilson, Regehr et al., ), have not provided a spatiotemporally explicit fine scale prediction about the density of polar bears, whereas estimates for densities of seals and walruses are mostly missing in the entire Arctic.…”