Department of Biological Sciences, North Dakota State University, Fargo, ND 58102, USA.
Proc Natl Acad Sci U S A. 2013 May 7;110(19):7742-7. doi: 10.1073/pnas.1221037110. Epub 2013 Apr 23.
Slow changes in underlying state variables can lead to "tipping points," rapid transitions between alternative states ("regime shifts") in a wide range of complex systems. Tipping points and regime shifts routinely are documented retrospectively in long time series of observational data. Experimental induction of tipping points and regime shifts is rare, but could lead to new methods for detecting impending tipping points and forestalling regime shifts. By using controlled additions of detrital organic matter (dried, ground arthropod prey), we experimentally induced a shift from aerobic to anaerobic states in a miniature aquatic ecosystem: the self-contained pools that form in leaves of the carnivorous northern pitcher plant, Sarracenia purpurea. In unfed controls, the concentration of dissolved oxygen ([O2]) in all replicates exhibited regular diurnal cycles associated with daytime photosynthesis and nocturnal plant respiration. In low prey-addition treatments, the regular diurnal cycles of [O2] were disrupted, but a regime shift was not detected. In high prey-addition treatments, the variance of the [O2] time series increased until the system tipped from an aerobic to an anaerobic state. In these treatments, replicate [O2] time series predictably crossed a tipping point at ~45 h as [O2] was decoupled from diurnal cycles of photosynthesis and respiration. Increasing organic-matter loading led to predictable changes in [O2] dynamics, with high loading consistently driving the system past a well-defined tipping point. The Sarracenia microecosystem functions as a tractable experimental system in which to explore the forecasting and management of tipping points and alternative regimes.
在广泛的复杂系统中,底层状态变量的缓慢变化可能导致“临界点”,即替代状态(“状态转变”)之间的快速转变。临界点和状态转变经常在长观测数据时间序列中回顾性地记录下来。临界点和状态转变的实验诱导很少见,但可能会导致新的方法来检测即将到来的临界点并阻止状态转变。通过使用碎屑有机物(干燥、粉碎的节肢动物猎物)的受控添加,我们在一个微型水生生态系统中实验性地诱导了从好氧到厌氧状态的转变:在肉食性北方猪笼草 Sarracenia purpurea 的叶子中形成的自给式水池。在未喂食的对照中,所有重复的溶解氧([O2])浓度都表现出与白天光合作用和夜间植物呼吸相关的规律昼夜周期。在低猎物添加处理中,[O2]的规律昼夜周期被打乱,但没有检测到状态转变。在高猎物添加处理中,[O2]时间序列的方差增加,直到系统从好氧状态转变为厌氧状态。在这些处理中,重复的[O2]时间序列可预测地在大约 45 小时左右越过临界点,因为[O2]与光合作用和呼吸的昼夜周期脱钩。有机物质负荷的增加导致[O2]动态可预测的变化,高负荷始终使系统越过明确的临界点。猪笼草微型生态系统是一个易于处理的实验系统,可以用来探索临界点和替代状态的预测和管理。