Long-term ocean time-series stations have significantly advanced our understanding of ocean–climate interactions, yet marginal seas remain underrepresented in global observing networks. The East Sea (Japan Sea) provides a valuable natural laboratory, characterized by rapid ventilation, oxygen-rich deep waters, and sensitivity to climate forcing. Recent evidence of weakening deep-water formation and a decline in the uptake of a...