Long-living transients in ecological models: Recent progress, new challenges, and open questions

IF 13.7 1区 生物学 Q1 BIOLOGY Physics of Life Reviews Pub Date : 2024-11-13 DOI:10.1016/j.plrev.2024.11.004
Andrew Morozov , Ulrike Feudel , Alan Hastings , Karen C. Abbott , Kim Cuddington , Christopher M. Heggerud , Sergei Petrovskii
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Abstract

Traditionally, mathematical models in ecology placed an emphasis on asymptotic, long-term dynamics. However, a large number of recent studies highlighted the importance of transient dynamics in ecological and eco-evolutionary systems, in particular ‘long transients’ that can last for hundreds of generations or even longer. Many models as well as empirical studies indicated that a system can function for a long time in a certain state or regime (a ‘metastable regime’) but later exhibits an abrupt transition to another regime not preceded by any parameter change (or following the change that occurred long before the transition). This scenario where tipping occurs without any apparent source of a regime shift is also referred to as ‘metastability’. Despite considerable evidence of the presence of long transients in real-world systems as well as models, until recently research into long-living transients in ecology has remained in its infancy, largely lacking systematisation. Within the past decade, however, substantial progress has been made in creating a unifying theory of long transients in deterministic as well as stochastic systems. This has considerably accelerated further studies on long transients, in particular on those characterised by more complicated patterns and/or underlying mechanisms. The main goal of this review is to provide an overview of recent research on long transients and related regime shifts in models of ecological dynamics. We pay special attention to the role of environmental stochasticity, the effect of multiple timescales (slow-fast systems), transient spatial patterns, and relation between transients and spatial synchronisation. We also discuss current challenges and open questions in understanding transients with applications to ecosystems dynamics.
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生态模型中的长寿瞬态:最新进展、新挑战和未决问题
传统上,生态学数学模型强调渐进的长期动态。然而,最近的大量研究强调了瞬态动力学在生态和生态进化系统中的重要性,特别是可持续数百代甚至更长时间的 "长期瞬态"。许多模型和实证研究表明,一个系统可以在某一状态或机制("可稳定机制")下运行很长时间,但随后会突然过渡到另一机制,而在此之前没有任何参数变化(或在过渡前很久就发生了变化)。这种在没有任何明显的制度转变源的情况下发生倾覆的情形也被称为 "可转移性"。尽管有大量证据表明,现实世界的系统和模型中都存在长瞬态,但直到最近,对生态学中长瞬态的研究仍处于起步阶段,在很大程度上缺乏系统性。然而,在过去的十年中,在创建确定性和随机系统中长瞬态的统一理论方面取得了重大进展。这大大加快了对长瞬态的进一步研究,尤其是对那些具有更复杂模式和/或潜在机制特征的长瞬态的研究。本综述的主要目的是概述生态动力学模型中长瞬态及相关制度变迁的最新研究。我们特别关注环境随机性的作用、多时标(慢-快系统)的影响、瞬态空间模式以及瞬态与空间同步之间的关系。我们还讨论了当前在理解瞬态方面所面临的挑战和有待解决的问题,以及在生态系统动力学中的应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Physics of Life Reviews
Physics of Life Reviews 生物-生物物理
CiteScore
20.30
自引率
14.50%
发文量
52
审稿时长
8 days
期刊介绍: Physics of Life Reviews, published quarterly, is an international journal dedicated to review articles on the physics of living systems, complex phenomena in biological systems, and related fields including artificial life, robotics, mathematical bio-semiotics, and artificial intelligent systems. Serving as a unifying force across disciplines, the journal explores living systems comprehensively—from molecules to populations, genetics to mind, and artificial systems modeling these phenomena. Inviting reviews from actively engaged researchers, the journal seeks broad, critical, and accessible contributions that address recent progress and sometimes controversial accounts in the field.
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