ArticlePLoS computational biology2022
Quantifying the impact of ecological memory on the dynamics of interacting communities.
Article in PLoS computational biology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed, 39 citations in OpenAlex.
- Interaction matrices as unifying tools for navigating ecological complexity.Nature ecology & evolution · 2026Review
- Reconstructing community dynamics from limited observations.Microbiome · 2026Article
- Legacies of foundation species shape life after death.Science advances · 2026Article
- Successive cultivation under drought selects for specific microbiome members in the wheat rhizosphere.FEMS microbiology ecology · 2026Article
- Plastisphere-isolatedFrontiers in microbiology · 2026Article
- Experimentally enhancing dispersal reveals the outsized importance of transient dynamics in a fluctuating environment.Proceedings of the National Academy of Sciences of the United States of America · 2025Article
- Soil Bacteria in Archaeology: What Could Rank Abundance Functions Tell Us About Ancient Human Impacts on Microbial Communities?Microorganisms · 2024Article
- Universality of ecological memory for local and global net ecosystem exchange, atmospheric COScientific reports · 2024Article
- Time delays modulate the stability of complex ecosystems.Nature ecology & evolution · 2023Article
- Stability analysis of fractional order memristor synapse-coupled hopfield neural network with ring structure.Cognitive neurodynamics · 2023Article
Corrections and comments
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Authors and funding
5 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Ecological memory refers to the influence of past events on the response of an ecosystem to exogenous or endogenous changes. Memory has been widely recognized as a key contributor to the dynamics of ecosystems and other complex systems, yet quantitative community models often ignore memory and its implications. Recent modeling studies have shown how interactions between community members can lead to the emergence of resilience and multistability under environmental perturbations. We demonstrate how memory can be introduced in such models using the framework of fractional calculus. We study how the dynamics of a well-characterized interaction model is affected by gradual increases in ecological memory under varying initial conditions, perturbations, and stochasticity. Our results highlight the implications of memory on several key aspects of community dynamics. In general, memory introduces inertia into the dynamics. This favors species coexistence under perturbation, enhances system resistance to state shifts, mitigates hysteresis, and can affect system resilience both ways depending on the time scale considered. Memory also promotes long transient dynamics, such as long-standing oscillations and delayed regime shifts, and contributes to the emergence and persistence of alternative stable states. Our study highlights the fundamental role of memory in communities, and provides quantitative tools to introduce it in ecological models and analyse its impact under varying conditions.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.