Coupled, decoupled, and abrupt responses of vegetation to climate across timescales

Climate and ecosystem dynamics vary across timescales, but research into climate-driven vegetation dynamics usually focuses on singular timescales. We developed a spectral analysis–based approach that provides detailed estimates of the timescales at which vegetation tracks climate change, from 10 1 to 10 5 years. We report dynamic similarity of vegetation and climate even at centennial frequencies (149 −1 to 18,012 −1 year −1 , that is, one cycle per 149 to 18,012 years). A breakpoint in vegetation turnover (797 −1 year −1 ) matches a breakpoint between stochastic and autocorrelated climate processes, suggesting that ecological dynamics are governed by climate across these frequencies. Heightened vegetation turnover at millennial frequencies (4650 −1 year −1 ) highlights the risk of abrupt responses to climate change, whereas vegetation-climate decoupling at frequencies >149 −1 year −1 may indicate long-lasting consequences of anthropogenic climate change for ecosystem function and biodiversity.