Considering the number of artillery tubes targeting Seoul, chem weapons would destroy the city’s population in short order.
And one well placed nuke, granted with a whole lot of luck, would keep a fleet at bay long enough to use them until they run out, as well as invite the chinese to come in as a “sheild”.