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

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
Jan J. Kuiper, Bob W. Kooi, Garry D. Peterson, Wolf M. Mooij
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引用次数: 2

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.

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从平衡状态下生态模型的结构敏感性分析探讨生态系统稳定性的桥梁理论
生态学家面临的挑战是,需要将不同的方法和理论联系起来,综合起来,以在不断变化的世界中获得对生态系统的连贯理解。食物网理论和制度转移理论都从不同的角度阐明了赋予生态系统稳定性的机制。经验食物网模型用于分析物种相互作用如何塑造真实多营养生态系统中的平衡,通常包括线性功能响应项,用于从观测中简单估计相互作用强度。状态转移模型关注的是在缓慢变化的环境中平衡点的质变,通常包括非线性函数响应项。目前,尚不清楚经验食物网模型的稳定性如何与生态系统崩溃的脆弱性相关,该模型表示为小扰动后的系统恢复速度。在此,我们沿着环境梯度对平衡的经典消费者-资源模型进行结构敏感性分析。具体而言,我们将非比例相互作用项转换为比例相互作用项,同时保持平衡生物量密度和物质通量速率,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,原始模型和比例化模型的稳定性之间没有一致的关系,即使它们描述了相同的生物量值和物质流。我们利用这些发现批判性地讨论了通过经验食物网模型对观察到的平衡的稳定性分析是否可以提供对政权转移动力学的洞察,并强调了在生态学和其他领域连接替代建模方法的挑战。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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