Universality of noise-induced resilience restoration in spatially-extended ecological systems
Abstract
Many systems may switch to an undesired state due to internal failures or external perturbations, of which critical transitions toward degraded ecosystem states are prominent examples. Resilience restoration focuses on the ability of spatially-extended systems and the required time to recover to their desired states under stochastic environmental conditions. The difficulty is rooted in the lack of mathematical tools to analyze systems with high dimensionality, nonlinearity, and stochastic effects. Here we show that nucleation theory can be employed to advance resilience restoration in spatially-embedded ecological systems. We find that systems may exhibit single-cluster or multi-cluster phases depending on their sizes and noise strengths. We also discover a scaling law governing the restoration time for arbitrary system sizes and noise strengths in two-dimensional systems. This approach is not limited to ecosystems and has applications in various dynamical systems, from biology to infrastructural systems.
Document Details
- Document Type
- Pub Defense Publication
- Publication Date
- Dec 10, 2021
- Source ID
- 10.1038/s42005-021-00758-2
Entities
People
- Boleslaw Szymanski
- Cheng Ma
- Gyorgy Korniss
- Jianxi Gao
Organizations
- Army Research Office
- National Science Foundation