Aquatic Ecology and Water Quality Management, Wageningen University, 6700 AA Wageningen, Netherlands.
Theoretical Research in Evolutionary Life Sciences, Groningen Institute for Evolutionary Life Sciences, University of Groningen, 9700 CC Groningen, Netherlands.
Science. 2021 Jun 11;372(6547). doi: 10.1126/science.aay4895.
Ecological resilience is the magnitude of the largest perturbation from which a system can still recover to its original state. However, a transition into another state may often be invoked by a series of minor synergistic perturbations rather than a single big one. We show how resilience can be estimated in terms of average life expectancy, accounting for this natural regime of variability. We use time series to fit a model that captures the stochastic as well as the deterministic components. The model is then used to estimate the mean exit time from the basin of attraction. This approach offers a fresh angle to anticipating the chance of a critical transition at a time when high-resolution time series are becoming increasingly available.
生态弹性是指系统能够从最大的干扰中恢复到原始状态的程度。然而,系统向另一种状态的转变通常是由一系列较小的协同干扰引起的,而不是单一的大干扰。我们展示了如何根据平均预期寿命来估计弹性,同时考虑到这种自然的变化规律。我们使用时间序列来拟合一个模型,该模型可以捕捉到随机和确定性成分。然后,我们使用该模型来估计离开吸引域的平均时间。当高分辨率时间序列越来越多时,这种方法为预测临界点转变的可能性提供了一个新的角度。