In fall 2021, a harmful algal bloom devastated fisheries in eastern Hokkaido, particularly impacting sea urchin harvesters in Akkeshi, with losses estimated at 10 billion yen. Existing policies inadequately supported these local fishers, highlighting environmental injustices. Effective climate adaptation should empower local communities, incorporating their knowledge into policy design for equitable future outcomes.