Catastrophic Collapse Can Occur without Early Warning: Examples of Silent Catastrophes in Structured Ecological Models

被引:98
作者
Boerlijst, Maarten C. [1 ]
Oudman, Thomas [1 ]
de Roos, Andre M. [1 ]
机构
[1] Univ Amsterdam, Inst Biodivers & Ecosyst Dynam, Amsterdam, Netherlands
关键词
REGIME SHIFTS; LEADING INDICATOR; VARIANCE; RECOVERY; SYSTEMS; SIGNALS; TIME;
D O I
10.1371/journal.pone.0062033
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
Catastrophic and sudden collapses of ecosystems are sometimes preceded by early warning signals that potentially could be used to predict and prevent a forthcoming catastrophe. Universality of these early warning signals has been proposed, but no formal proof has been provided. Here, we show that in relatively simple ecological models the most commonly used early warning signals for a catastrophic collapse can be silent. We underpin the mathematical reason for this phenomenon, which involves the direction of the eigenvectors of the system. Our results demonstrate that claims on the universality of early warning signals are not correct, and that catastrophic collapses can occur without prior warning. In order to correctly predict a collapse and determine whether early warning signals precede the collapse, detailed knowledge of the mathematical structure of the approaching bifurcation is necessary. Unfortunately, such knowledge is often only obtained after the collapse has already occurred.
引用
收藏
页数:6
相关论文
共 25 条
[11]   CONTROLLING CARDIAC CHAOS [J].
GARFINKEL, A ;
SPANO, ML ;
DITTO, WL ;
WEISS, JN .
SCIENCE, 1992, 257 (5074) :1230-1235
[12]   Changing skewness: an early warning signal of regime shifts in ecosystems [J].
Guttal, Vishwesha ;
Jayaprakash, Ciriyam .
ECOLOGY LETTERS, 2008, 11 (05) :450-460
[13]   Ecology, evolution and 1/f-noise [J].
Halley, JM .
TRENDS IN ECOLOGY & EVOLUTION, 1996, 11 (01) :33-37
[14]   Regime shifts in ecological systems can occur with no warning [J].
Hastings, Alan ;
Wysham, Derin B. .
ECOLOGY LETTERS, 2010, 13 (04) :464-472
[15]  
Holling C.S., 1973, Annual Rev Ecol Syst, V4, P1, DOI 10.1146/annurev.es.04.110173.000245
[16]   Early warning signals also precede non-catastrophic transitions [J].
Kefi, Sonia ;
Dakos, Vasilis ;
Scheffer, Marten ;
Van Nes, Egbert H. ;
Rietkerk, Max .
OIKOS, 2013, 122 (05) :641-648
[17]   THRESHOLDS AND BREAKPOINTS IN ECOSYSTEMS WITH A MULTIPLICITY OF STABLE STATES [J].
MAY, RM .
NATURE, 1977, 269 (5628) :471-477
[18]   Culling prey promotes predator recovery - Alternative states in a whole-lake experiment [J].
Persson, Lennart ;
Amundsen, Per-Arne ;
De Roos, Andre M. ;
Klemetsen, Anders ;
Knudsen, Rune ;
Primicerio, Raul .
SCIENCE, 2007, 316 (5832) :1743-1746
[19]   Early-warning signals for critical transitions [J].
Scheffer, Marten ;
Bascompte, Jordi ;
Brock, William A. ;
Brovkin, Victor ;
Carpenter, Stephen R. ;
Dakos, Vasilis ;
Held, Hermann ;
van Nes, Egbert H. ;
Rietkerk, Max ;
Sugihara, George .
NATURE, 2009, 461 (7260) :53-59
[20]   Conditional Heteroscedasticity as a Leading Indicator of Ecological Regime Shifts [J].
Seekell, David A. ;
Carpenter, Stephen R. ;
Pace, Michael L. .
AMERICAN NATURALIST, 2011, 178 (04) :442-451