Essentially, this is post World War II and Sakawa and Nagato are about to be used as atomic bomb testing targets. Her comrades, the group of aircraft carriers in the middle of the comic, have all been sunk.
The joke is that most of the ships at Operation Crossroads were in fact American. Doesn't make it any less heartbreaking, but I needed some cheering up after this...