Variations in stability revealed by temporal asymmetries in contraction of phase space flow

Abstract Empirical diagnosis of stability has received considerable attention, often focused on variance metrics for early warning signals of abrupt system change or delicate techniques measuring Lyapunov spectra. The theoretical foundation for the popular early warning signal approach has been limi...

Full description

Bibliographic Details
Main Authors: Zachary C Williams, Dylan E McNamara
Format: Article
Language:English
Published: Nature Publishing Group 2021-03-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-84865-8