The role of the Allee effect in common pool resource games with environmental feedback

IF 5.3 1区 数学 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS
Chengyi Tu , Fabio Menegazzo , Paolo D'Odorico , Samir Suweis
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引用次数: 0

Abstract

The management of common-pool resources harvested by multiple users is a complex and challenging collective action problem. In fact, self-interested users may aim for short-term individual rewards and decide to overuse the resource, thereby leading to its overexploitation or “tragedy of the commons”. The existence of shared goals within a community, however, has been shown to prevent overexploitation and favor the attainment of sustainable outcomes in coupled user decision-resource dynamics. Natural resource dynamics may exhibit a correlation between the size of the resource pool and its growth rate, a phenomenon known as “Allee effect”, which can induce a critical transition of the system to an over-depleted (‘unsustainable’) state if the resource harvest rate exceeds a critical level. In this study, we account for this non-linearity by incorporating the Allee effect in the common pool resource dynamics within a human-environment system accounting for both the impact of users' decisions on harvest rates and resource levels, and for the feedback of resource depletion on users' decision (i.e., the effect of resource-level knowledge on harvest rates). Our findings show that the Allee effect can induce bi-stability, whereby the system can converge to either a sustainable or unsustainable stable state, depending on initial conditions and parameter configurations. Furthermore, we demonstrate that incorporating knowledge feedback enhances system resilience and sustainability, offering insights into more effective CPR management strategies. These results underscore the importance of considering ecological and behavioral feedbacks in the management of shared resources and suggest that improving user awareness could significantly bolster sustainability efforts.
Allee效应在具有环境反馈的公共池资源博弈中的作用
多用户获取的公共池资源的管理是一个复杂而具有挑战性的集体行动问题。事实上,自利的用户可能会为了短期的个人奖励而决定过度使用资源,从而导致资源的过度开发或“公地悲剧”。然而,在一个社区内存在共同的目标已被证明可以防止过度开发,并有利于在用户决策-资源耦合动态中实现可持续的结果。自然资源动态可能表现出资源库大小与其增长率之间的相关性,这种现象被称为“Allee效应”,如果资源采收率超过临界水平,则可能导致系统向过度枯竭(“不可持续”)状态的临界过渡。在本研究中,我们通过将Allee效应纳入人类环境系统中的公共池资源动态来解释这种非线性,该系统考虑了用户决策对采收率和资源水平的影响,以及资源枯竭对用户决策的反馈(即资源水平知识对采收率的影响)。我们的研究结果表明,Allee效应可以诱导双稳定,即系统可以收敛到可持续或不可持续的稳定状态,这取决于初始条件和参数配置。此外,我们证明,结合知识反馈可以增强系统的弹性和可持续性,为更有效的CPR管理策略提供见解。这些结果强调了在共享资源管理中考虑生态和行为反馈的重要性,并表明提高用户意识可以显著加强可持续性工作。
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
Chaos Solitons & Fractals
Chaos Solitons & Fractals 物理-数学跨学科应用
CiteScore
13.20
自引率
10.30%
发文量
1087
审稿时长
9 months
期刊介绍: Chaos, Solitons & Fractals strives to establish itself as a premier journal in the interdisciplinary realm of Nonlinear Science, Non-equilibrium, and Complex Phenomena. It welcomes submissions covering a broad spectrum of topics within this field, including dynamics, non-equilibrium processes in physics, chemistry, and geophysics, complex matter and networks, mathematical models, computational biology, applications to quantum and mesoscopic phenomena, fluctuations and random processes, self-organization, and social phenomena.
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