nucleation

LIT-1956: Early-warning signals for critical transitions

1 min read

Properties5
StatusActive — read 2026-11-03 (NOTE-1536, Skimmed), from the version reprinted as chapter 2 of Dakos's 2011 Wageningen thesis (edepot.wur.nl/168815), its two technical boxes not extractable; worth reading as the standard review of generic early warnings of tipping points, critical slowing down above all, and for its own caution that the same signals precede non-catastrophic thresholds.
Version2
Tagscomplex-systems, natural-sciences
Cited as “paper” byNOTE-1536 — Scheffer et al. — Early-warning signals for critical transitions
Cited as “source” byTHEORY-1315 — As a stochastically forced system approaches a fold bifurcation its dominant eigenvalue goes to zero, so it recovers ever more slowly from small perturbations, and under ongoing perturbation this critical slowing down shows as rising lag-1 autocorrelation and rising variance; skewness and flickering are further warnings not caused by slowing; but the same signals, less pronounced, also precede thresholds that are not bifurcations, so they mark proximity to a broad class of thresholds and not which kind, nor when the shift will come

Graph View

Scheffer, M., Bascompte, J., Brock, W. A., Brovkin, V., Carpenter, S. R., Dakos, V., et al. (2009). Early-warning signals for critical transitions. Nature, 461(7260), 53-59. doi:10.1038/nature08227.

Key takeaways

Read on 2026-11-03 from the thesis-chapter version (NOTE-1536, Skimmed).

  • Critical slowing down and its three signals, with the caution that they mark proximity to a broad class of thresholds (THEORY-1315).
  • No early-warning theory yet for chaotic systems or basin-boundary collisions (p. 24 of the chapter).

Standing in the record

Critical slowing down as an early warning. The record holds Scheffer et al. 2001 and Scheffer and Carpenter 2003 (LIT-720, LIT-726); this is the review A16 and A21 cite.

Backlinks