成对和高阶相互作用是如何形成瞬态动力学的?

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2024-10-01 DOI:10.1063/5.0238827
Sourin Chatterjee, Sayantan Nag Chowdhury
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引用次数: 0

摘要

了解物种相互作用如何形成生物多样性是生态学的核心挑战。虽然长期稳定性一直是人们关注的焦点,但人们对瞬态动力学的兴趣也在不断增加--生态系统对干扰做出反应并向稳定方向调整的短暂时期。这些转变对于预测生态系统反应和指导有效保护至关重要。我们的研究引入了一个使用凸组合的模型,该模型融合了成对相互作用和高阶相互作用(HOIs),为自然生态系统提供了一个更真实的视角。我们发现,成对的相互作用减缓了稳定的进程,而高阶相互作用则加快了稳定的进程。通过全局稳定性分析和数值模拟,我们发现随着 HOIs 比例的增加,平均瞬态时间会显著缩短,从而强调了 HOIs 在增强生物多样性稳定性方面的重要作用。我们的研究结果表明,在共存平衡状态下,与线性化系统相关的雅各布矩阵特征值的最负实部与平均瞬态时间之间存在着很强的相关性。这表明,更负的前导特征值与加速向稳定的共存丰度收敛有关。这一观点对于理解生态系统的恢复力和复原至关重要,强调了 HOIs 在促进稳定中的关键作用。随着人们对瞬态动力学及其对生物多样性和生态稳定性的影响越来越感兴趣,我们的研究加深了人们对物种相互作用如何影响瞬态和长期生态系统行为的理解。我们的研究填补了生态学理论的一个重要空白,并为生态系统管理提供了一个实用框架,从而增进了对瞬态动力学的了解,最终为有效的保护策略提供了依据。
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How combined pairwise and higher-order interactions shape transient dynamics.

Understanding how species interactions shape biodiversity is a core challenge in ecology. While much focus has been on long-term stability, there is rising interest in transient dynamics-the short-lived periods when ecosystems respond to disturbances and adjust toward stability. These transitions are crucial for predicting ecosystem reactions and guiding effective conservation. Our study introduces a model that uses convex combinations to blend pairwise and higher-order interactions (HOIs), offering a more realistic view of natural ecosystems. We find that pairwise interactions slow the journey to stability, while HOIs speed it up. Employing global stability analysis and numerical simulations, we establish that as the proportion of HOIs increases, mean transient times exhibit a significant reduction, thereby underscoring the essential role of HOIs in enhancing biodiversity stabilization. Our results reveal a robust correlation between the most negative real part of the eigenvalues of the Jacobian matrix associated with the linearized system at the coexistence equilibrium and the mean transient times. This indicates that a more negative leading eigenvalue correlates with accelerated convergence to stable coexistence abundances. This insight is vital for comprehending ecosystem resilience and recovery, emphasizing the key role of HOIs in promoting stabilization. Amid growing interest in transient dynamics and its implications for biodiversity and ecological stability, our study enhances the understanding of how species interactions affect both transient and long-term ecosystem behavior. By addressing a critical gap in ecological theory and offering a practical framework for ecosystem management, our work advances knowledge of transient dynamics, ultimately informing effective conservation strategies.

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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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