Universality of noise-induced resilience restoration in spatially-extended ecological systems

被引:4
|
作者
Ma, Cheng [1 ,2 ]
Korniss, Gyorgy [1 ,2 ]
Szymanski, Boleslaw K. [1 ,2 ,3 ]
Gao, Jianxi [2 ,3 ]
机构
[1] Rensselaer Polytech Inst, Dept Phys Appl Phys & Astron, Troy, NY 12180 USA
[2] Rensselaer Polytech Inst, Network Sci & Technol Ctr, Troy, NY 12180 USA
[3] Rensselaer Polytech Inst, Dept Comp Sci, Troy, NY 12180 USA
基金
美国国家科学基金会;
关键词
MODEL; NUCLEATION; STABILITY; DYNAMICS; ECOSYSTEMS; INVASION; KINETICS; SHIFTS; FIELD;
D O I
10.1038/s42005-021-00758-2
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Studies on the role of noise in the recovery of a degraded ecosystem have so far been limited to single-variable systems. Here, the authors employ general concepts of nucleation theory in spatially-extended multi-variable systems and apply them to illustrative ecological models. 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.
引用
收藏
页数:12
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