School of Biological Sciences, University of Aberdeen, Tillydrone Avenue, Aberdeen, AB24 2TZ, UK.
Glob Chang Biol. 2015 May;21(5):1834-47. doi: 10.1111/gcb.12845. Epub 2015 Feb 6.
Complex natural systems with eroded resilience, such as populations, ecosystems and socio-ecological systems, respond to small perturbations with abrupt, discontinuous state shifts, or critical transitions. Theory of critical transitions suggests that such systems exhibit fold bifurcations featuring folded response curves, tipping points and alternate attractors. However, there is little empirical evidence of fold bifurcations occurring in actual complex natural systems impacted by multiple stressors. Moreover, resilience of complex systems to change currently lacks clear operational measures with generic application. Here, we provide empirical evidence for the occurrence of a fold bifurcation in an exploited fish population and introduce a generic measure of ecological resilience based on the observed fold bifurcation attributes. We analyse the multivariate development of Barents Sea cod (Gadus morhua), which is currently the world's largest cod stock, over six decades (1949-2009), and identify a population state shift in 1981. By plotting a multivariate population index against a multivariate stressor index, the shift mechanism was revealed suggesting that the observed population shift was a nonlinear response to the combined effects of overfishing and climate change. Annual resilience values were estimated based on the position of each year in relation to the fitted attractors and assumed tipping points of the fold bifurcation. By interpolating the annual resilience values, a folded stability landscape was fit, which was shaped as predicted by theory. The resilience assessment suggested that the population may be close to another tipping point. This study illustrates how a multivariate analysis, supported by theory of critical transitions and accompanied by a quantitative resilience assessment, can clarify shift mechanisms in data-rich complex natural systems.
具有侵蚀弹性的复杂自然系统,如种群、生态系统和社会生态系统,对小的扰动会产生突然的、不连续的状态转变,或称为关键转变。关键转变理论表明,这种系统表现出折叠分岔,具有折叠响应曲线、 tipping 点和交替吸引子。然而,很少有实证证据表明,在受到多种胁迫的实际复杂自然系统中会发生折叠分岔。此外,复杂系统对变化的弹性目前缺乏具有通用适用性的明确操作措施。在这里,我们提供了一个受多种胁迫影响的捕捞鱼类种群发生折叠分岔的实证证据,并引入了一种基于观察到的折叠分岔属性的通用生态弹性度量方法。我们分析了巴伦支海鳕鱼(Gadus morhua)的多元发展情况,该鳕鱼目前是世界上最大的鳕鱼种群,跨越了六十年(1949-2009 年),并在 1981 年确定了种群状态的转变。通过将多元种群指数与多元胁迫指数作图,可以揭示转变机制,表明观察到的种群转变是对过度捕捞和气候变化综合影响的非线性响应。根据每年在拟合吸引子和假设的折叠分岔 tipping 点的位置,估计每年的弹性值。通过对年度弹性值进行插值,可以拟合出一个折叠稳定性景观,其形状与理论预测相符。弹性评估表明,该种群可能接近另一个 tipping 点。本研究说明了多元分析如何在理论的支持下,通过对复杂自然系统数据丰富的情况进行关键转变分析,并结合定量弹性评估,阐明转变机制。