Mechanisms causing the transition between spatial pattern long transients

Regular self-organized spatial patterns can be observed in many ecological systems. Some such patterns are quasi-stable; that is, they can switch to a different spatial pattern on a relatively short time scale in the absence of external changes in environmental conditions, aside from minor stochastic events. They are referred to as long transients. Although long transients have been studied mathematically, the detailed mechanisms by which a pattern can suddenly switch in nature are not well understood. Here we study, through spatial simulation of spatial patterns of an empirically based model, a type of intransitive loop plane travelling wave, which can switch to different spatial patterns through minor events. Close study of the simulations allows the causal chains involved in the switch to be determined in precise ecological detail by focusing on local interactions. In particular, this indicates that in real ecological systems, even though they may be resilient over long time periods, there can be vulnerabilities. These vulnerabilities include time lags in some interactions, which even small perturbations can eventually expose, leading to instabilities changing the spatial pattern. We show that patterns from intransitive loops are especially susceptible to such instabilities. The results are applicable to ecological systems of interest.

Authors

Institutions

Publication Details

Journal
Royal Society Open Science
Published
2025-10-01
DOI
https://doi.org/10.1098/rsos.251754
Primary Topic
Ecosystem dynamics and resilience
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Mechanisms causing the transition between spatial pattern long transients

Donald L. DeAngelis, Linhao Xu
Royal Society Open Science
Ecosystem dynamics and resilience
article

Mechanisms causing the transition between spatial pattern long transients

Donald L. DeAngelis, Linhao Xu
article en

Abstract

Regular self-organized spatial patterns can be observed in many ecological systems. Some such patterns are quasi-stable; that is, they can switch to a different spatial pattern on a relatively short time scale in the absence of external changes in environmental conditions, aside from minor stochastic events. They are referred to as long transients. Although long transients have been studied mathematically, the detailed mechanisms by which a pattern can suddenly switch in nature are not well understood. Here we study, through spatial simulation of spatial patterns of an empirically based model, a type of intransitive loop plane travelling wave, which can switch to different spatial patterns through minor events. Close study of the simulations allows the causal chains involved in the switch to be determined in precise ecological detail by focusing on local interactions. In particular, this indicates that in real ecological systems, even though they may be resilient over long time periods, there can be vulnerabilities. These vulnerabilities include time lags in some interactions, which even small perturbations can eventually expose, leading to instabilities changing the spatial pattern. We show that patterns from intransitive loops are especially susceptible to such instabilities. The results are applicable to ecological systems of interest.

Royal Society Open ScienceVol. 12(10)
University of Miami (US), University of California, Davis (US)
Openalex Percentile: Top 71%
Ecosystem dynamics and resilience
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Mechanisms causing the transition between spatial pattern long transients — Donald L. DeAngelis, Linhao Xu · Royal Society Open Science (2025) | TGRS Research Map | TGRS