Nature Communications, Published online: 11 June 2026; doi:10.1038/s41467-026-74249-9 This study shows that atmospheric rivers (ARs) influence marine heatwaves in a seasonally dependent manner, driven by imbalances between AR-induced turbulent and radiative heat fluxes under varying seasonal background states.