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通过对处于平衡状态的生态模型的结构敏感性分析来弥合生态系统稳定性理论。

Bridging Theories for Ecosystem Stability Through Structural Sensitivity Analysis of Ecological Models in Equilibrium.

机构信息

Stockholm Resilience Centre, Stockholm University, Kräftriket 2B, SE 10691, Stockholm, Sweden.

Department of Aquatic Ecology, Netherlands Institute of Ecology, P.O. Box 50, 6700 AB, Wageningen, The Netherlands.

出版信息

Acta Biotheor. 2022 Jun 23;70(3):18. doi: 10.1007/s10441-022-09441-7.

Abstract

Ecologists are challenged by the need to bridge and synthesize different approaches and theories to obtain a coherent understanding of ecosystems in a changing world. Both food web theory and regime shift theory shine light on mechanisms that confer stability to ecosystems, but from different angles. Empirical food web models are developed to analyze how equilibria in real multi-trophic ecosystems are shaped by species interactions, and often include linear functional response terms for simple estimation of interaction strengths from observations. Models of regime shifts focus on qualitative changes of equilibrium points in a slowly changing environment, and typically include non-linear functional response terms. Currently, it is unclear how the stability of an empirical food web model, expressed as the rate of system recovery after a small perturbation, relates to the vulnerability of the ecosystem to collapse. Here, we conduct structural sensitivity analyses of classical consumer-resource models in equilibrium along an environmental gradient. Specifically, we change non-proportional interaction terms into proportional ones, while maintaining the equilibrium biomass densities and material flux rates, to analyze how alternative model formulations shape the stability properties of the equilibria. The results reveal no consistent relationship between the stability of the original models and the proportionalized versions, even though they describe the same biomass values and material flows. We use these findings to critically discuss whether stability analysis of observed equilibria by empirical food web models can provide insight into regime shift dynamics, and highlight the challenge of bridging alternative modelling approaches in ecology and beyond.

摘要

生态学家面临着需要弥合和综合不同方法和理论的挑战,以获得对变化世界中生态系统的连贯理解。食物网理论和生态系统状态转换理论都揭示了赋予生态系统稳定性的机制,但角度不同。经验食物网模型是为了分析真实多营养级生态系统中的平衡如何受到物种相互作用的影响而开发的,通常包括线性功能反应项,以便从观察中简单估计相互作用强度。生态系统状态转换模型侧重于缓慢变化环境中平衡点的定性变化,通常包括非线性功能反应项。目前尚不清楚经验食物网模型的稳定性(表示系统在小扰动后恢复的速度)与生态系统崩溃的脆弱性之间的关系。在这里,我们沿着环境梯度对经典消费者-资源模型在平衡状态下进行结构敏感性分析。具体来说,我们将不成比例的相互作用项改为成比例的相互作用项,同时保持平衡生物量密度和物质通量率,以分析替代模型公式如何塑造平衡的稳定性特性。结果表明,原始模型的稳定性与比例化模型之间没有一致的关系,尽管它们描述了相同的生物量值和物质流。我们利用这些发现来批判性地讨论经验食物网模型对观察到的平衡的稳定性分析是否可以为生态系统状态转换动力学提供见解,并强调了在生态学及其他领域弥合替代建模方法的挑战。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/19bc/9225980/df0ad50d4160/10441_2022_9441_Fig1_HTML.jpg

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