They're talking about total mass. So I think insects and whatever is in the ocean would probably be in very last place. According to them, it's white-tailed deer.
> The heavyweight champion is that furtive denizen of parks, meadows, and forests throughout the Americas, the white-tailed deer. It accounts for almost 10% of the total biomass of wild land mammals.