Cited by 35Mathematical and Theoretical Epidemiology and Ecology ModelsEcosystem dynamics and resilienceEcology and Vegetation Dynamics Studies

Permanence via invasion graphs: incorporating community assembly into modern coexistence theory

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Hofbauer, Josef, Schreiber, Sebastian J.·2022·Journal of Mathematical Biology

Abstract

To understand the mechanisms underlying species coexistence, ecologists often study invasion growth rates of theoretical and data-driven models. These growth rates correspond to average per-capita growth rates of one species with respect to an ergodic measure supporting other species. In the ecological literature, coexistence often is equated with the invasion growth rates being positive. Intuitively, positive invasion growth rates ensure that species recover from being rare. To provide a mathematically rigorous framework for this approach, we prove theorems that answer two questions: (i) When do the signs of the invasion growth rates determine coexistence? (ii) When signs are sufficient, which invasion growth rates need to be positive? We focus on deterministic models and equate coexistence with permanence, i.e., a global attractor bounded away from extinction. For models satisfying certain technical assumptions, we introduce invasion graphs where vertices correspond to proper subsets of species (communities) supporting an ergodic measure and directed edges correspond to potential transitions between communities due to invasions by missing species. These directed edges are determined by the signs of invasion growth rates. When the invasion graph is acyclic (i.e. there is no sequence of invasions starting and ending at the same community), we show that permanence is determined by the signs of the invasion growth rates. In this case, permanence is characterized by the invasibility of all$$-i$$-icommunities, i.e., communities without species i where all other missing species have negative invasion growth rates. To illustrate the applicability of the results, we show that dissipative Lotka-Volterra models generically satisfy our technical assumptions and computing their invasion graphs reduces to solving systems of linear equations. We also apply our results to models of competing species with pulsed resources or sharing a predator that exhibits switching behavior. Open problems for both deterministic and stochastic models are discussed. Our results highlight the importance of using concepts about community assembly to study coexistence.

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Authors
Hofbauer, J., & Schreiber, S. J.
Affiliations
  • University of Vienna (AT)
  • University of California, Davis (US)
Corresponding author
Schreiber, Sebastian J.
Venue
Journal of Mathematical Biology
Published
2022-10-18
Volume
85
Issue
5
Pages
54-54
ISSN
  • 0303-6812 (ISSN-L)
  • 1432-1416
OpenAlex
W4306690916
Cited by
35
References
72
Citations by year
2026: 11 · 2025: 9 · 2024: 7 · 2023: 7 · 2022: 1
FWCI
5.30
Type
journal article
Language
en
Open access
Locations
  • Journal of Mathematical Biology (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • arXiv (Cornell University) (submittedVersion)
  • eScholarship (California Digital Library) (submittedVersion, cc-by)
  • arXiv (Cornell University) (cc-by)
Funders
Division of Mathematical Sciences (DMS1716803)
Topics
  • Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Mathematical and Theoretical Epidemiology and Ecology Models
  • Physical Sciences › Environmental Science › Global and Planetary Change › Ecosystem dynamics and resilience
  • Physical Sciences › Environmental Science › Nature and Landscape Conservation › Ecology and Vegetation Dynamics Studies
Keywords
species coexistence, permanence, community assembly, acyclic graphs, invasibility, Lotka-Volterra model, deterministic population model, competing species, stochastic modeling
MeSH terms
Models, Biological, Population Dynamics, Ecosystem

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