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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 101to 105years. We report dynamic similarity of vegetation and climate even at centennial frequencies (149−1to 18,012−1year−1, that is, one cycle per 149 to 18,012 years). A breakpoint in vegetation turnover (797−1year−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 (4650−1year−1) highlights the risk of abrupt responses to climate change, whereas vegetation-climate decoupling at frequencies >149−1year−1may indicate long-lasting consequences of anthropogenic climate change for ecosystem function and biodiversity.more » « lessFree, publicly-accessible full text available July 3, 2026
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Gotelli, Nicholas J.; Moyes, Faye; Antão, Laura H.; Blowes, Shane A.; Dornelas, Maria; McGill, Brian J.; Penny, Amelia; Schipper, Aafke M.; Shimadzu, Hideyasu; Supp, Sarah R.; et al (, Global Change Biology)Abstract The species composition of plant and animal assemblages across the globe has changed substantially over the past century. How do the dynamics of individual species cause this change? We classified species into seven unique categories of temporal dynamics based on the ordered sequence of presences and absences that each species contributes to an assemblage time series. We applied this framework to 14,434 species trajectories comprising 280 assemblages of temperate marine fishes surveyed annually for 20 or more years. Although 90% of the assemblages diverged in species composition from the baseline year, this compositional change was largely driven by only 8% of the species' trajectories. Quantifying the reorganization of assemblages based on species shared temporal dynamics should facilitate the task of monitoring and restoring biodiversity. We suggest ways in which our framework could provide informative measures of compositional change, as well as leverage future research on pattern and process in ecological systems.more » « less
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