Exit time as a measure of ecological resilience

被引:91
作者
Arani, Babak M. S. [1 ,2 ]
Carpenter, Stephen R. [3 ]
Lahti, Leo [4 ]
van Nes, Egbert H. [1 ]
Scheffer, Marten [1 ]
机构
[1] Wageningen Univ, Aquat Ecol & Water Qual Management, NL-6700 AA Wageningen, Netherlands
[2] Univ Groningen, Groningen Inst Evolutionary Life Sci, Theoret Res Evolutionary Life Sci, NL-9700 CC Groningen, Netherlands
[3] Univ Wisconsin, Ctr Limnol, Madison, WI 53706 USA
[4] Univ Turku, Dept Comp, Turku, Finland
基金
芬兰科学院;
关键词
EARLY-WARNING SIGNALS; CRITICAL SLOWING-DOWN; ICE-CORE; TIPPING ELEMENTS; CLIMATE; SYSTEMS; SERIES; NOISE; PERSISTENCE; COMPLEXITY;
D O I
10.1126/science.aay4895
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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.
引用
收藏
页码:1168 / +
页数:30
相关论文
共 84 条
[1]   Universal Statistics of Incubation Periods and Other Detection Times via Diffusion Models [J].
Bakhtin, Yuri .
BULLETIN OF MATHEMATICAL BIOLOGY, 2019, 81 (04) :1070-1088
[2]   COMPLEX SYSTEMS Complexity theory and financial regulation [J].
Battiston, Stefano ;
Farmer, J. Doyne ;
Flache, Andreas ;
Garlaschelli, Diego ;
Haldane, Andrew G. ;
Heesterbeek, Hans ;
Hommes, Cars ;
Jaeger, Carlo ;
May, Robert ;
Scheffer, Marten .
SCIENCE, 2016, 351 (6275) :818-819
[3]   Resonance of Plankton Communities with Temperature Fluctuations [J].
Beninca, Elisa ;
Dakos, Vasilis ;
Van Nes, Egbert H. ;
Huisman, Jef ;
Scheffer, Marten .
AMERICAN NATURALIST, 2011, 178 (04) :E85-E95
[4]   Noisy clockwork: Time series analysis of population fluctuations in animals [J].
Bjornstad, ON ;
Grenfell, BT .
SCIENCE, 2001, 293 (5530) :638-643
[5]   Reconstruction of complex dynamical systems affected by strong measurement noise [J].
Boettcher, Frank ;
Peinke, Joachim ;
Kleinhans, David ;
Friedrich, Rudolf ;
Lind, Pedro G. ;
Haase, Maria .
PHYSICAL REVIEW LETTERS, 2006, 97 (09)
[6]   Generalisation of the Eyring-Kramers Transition Rate Formula to Irreversible Diffusion Processes [J].
Bouchet, Freddy ;
Reygner, Julien .
ANNALES HENRI POINCARE, 2016, 17 (12) :3499-3532
[7]  
Bovier A, 2004, J EUR MATH SOC, V6, P399
[8]  
Brock WA, 2012, PLOS ONE, V7, DOI [10.1371/journal.pone.0045586, 10.1371/journal.pone.0041010]
[9]   DOES THE OCEAN-ATMOSPHERE SYSTEM HAVE MORE THAN ONE STABLE MODE OF OPERATION [J].
BROECKER, WS ;
PETEET, DM ;
RIND, D .
NATURE, 1985, 315 (6014) :21-26
[10]  
Carpenter S.R., 2003, REGIME SHIFTS LAKE E