Nature Climate Change, Published online: 14 October 2024; doi:10.1038/s41558-024-02164-2
The authors demonstrate a significant influence of canopy structure on autumn phenology in temperate forests, mediated by microclimate regulation. Incorporating this relationship into autumn phenology models enhances their prediction accuracy and reduces previously projected delays in autumn phenology.