Exit time as a measure of ecological resilience

被引:89
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
[31]  
Gardiner C.W., 2004, Springer Series in Synergetics, V3rd ed.
[32]   Dynamical Indicators of Resilience in Postural Balance Time Series Are Related to Successful Aging in High-Functioning Older Adults [J].
Gijzel, Sanne M. W. ;
van de Leemput, Ingrid A. ;
Scheffer, Marten ;
van Bon, Geert E. A. ;
Weerdesteyn, Vivian ;
Eijsvogels, Thijs M. H. ;
Hopman, Maria T. E. ;
Rikkert, Marcel G. M. Olde ;
Melis, Rene J. F. .
JOURNALS OF GERONTOLOGY SERIES A-BIOLOGICAL SCIENCES AND MEDICAL SCIENCES, 2019, 74 (07) :1119-1126
[33]  
GOLDBLATT MW, 1949, BRIT J IND MED, V6, P65
[34]   PERSISTENCE TIMES OF POPULATIONS WITH LARGE RANDOM FLUCTUATIONS [J].
HANSON, FB ;
TUCKWELL, HC .
THEORETICAL POPULATION BIOLOGY, 1978, 14 (01) :46-61
[35]   Reconstructing complex system dynamics from time series: a method comparison [J].
Hassanibesheli, Forough ;
Boers, Niklas ;
Kurths, Juergen .
NEW JOURNAL OF PHYSICS, 2020, 22 (07)
[36]   Transient phenomena in ecology [J].
Hastings, Alan ;
Abbott, Karen C. ;
Cuddington, Kim ;
Francis, Tessa ;
Gellner, Gabriel ;
Lai, Ying-Cheng ;
Morozov, Andrew ;
Petrovskii, Sergei ;
Scranton, Katherine ;
Zeeman, Mary Lou .
SCIENCE, 2018, 361 (6406) :990-+
[37]   Detection of climate system bifurcations by degenerate fingerprinting [J].
Held, H ;
Kleinen, T .
GEOPHYSICAL RESEARCH LETTERS, 2004, 31 (23) :1-4
[38]   Global Resilience of Tropical Forest and Savanna to Critical Transitions [J].
Hirota, Marina ;
Holmgren, Milena ;
Van Nes, Egbert H. ;
Scheffer, Marten .
SCIENCE, 2011, 334 (6053) :232-235
[39]  
Holling C.S., 1973, Annual Rev Ecol Syst, V4, P1, DOI 10.1146/annurev.es.04.110173.000245
[40]   Synchronous failure: the emerging causal architecture of global crisis [J].
Homer-Dixon, Thomas ;
Walker, Brian ;
Biggs, Reinette ;
Crepin, Anne-Sophie ;
Folke, Carl ;
Lambin, Eric F. ;
Peterson, Garry D. ;
Rockstom, Johan ;
Scheffer, Marten ;
Steffen, Will ;
Troell, Max .
ECOLOGY AND SOCIETY, 2015, 20 (03)