Quantifying irreversibility of ecological systems

Junang Li, Stephan B. Munch, Tzer Han Tan, Chuliang Song
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Abstract

Irreversibility—the asymmetry of population dynamics when played forward versus backward in time—is a fundamental property of ecological dynamics. Despite its early recognition in ecology, irreversibility has remained a high-level and unquantifiable concept. Here, we introduce a quantitative framework rooted in non-equilibrium statistical physics to measure irreversibility in general ecological systems. Through theoretical analyses, we demonstrate that irreversibility quantifies the degree to which a system is out of equilibrium, a property not captured by traditional ecological metrics. We validate this prediction empirically across diverse ecological systems structured by different forces, such as rapid evolution, nutrient availability, and temperature. In sum, our study provides a rigorous formalism for quantifying irreversibility in ecological systems, with the potential to integrate dynamical, energetic, and informational perspectives in ecology.
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量化生态系统的不可逆转性
不可逆性--种群动态在时间上向前和向后的不对称--是生态动态的一个基本特性。尽管不可逆性在生态学中很早就得到了认可,但它仍然是一个高层次的、不可量化的概念。在这里,我们引入了一个植根于非平衡统计物理学的定量框架,用于测量一般生态系统中的不可逆性。通过理论分析,我们证明了不可逆转性量化了系统失去平衡的程度,而传统的生态指标并没有捕捉到这一特性。我们在由不同力量(如快速进化、养分供应和温度)构建的各种生态系统中,通过实证验证了这一预测。总之,我们的研究为量化生态系统的不可逆性提供了一个严格的形式主义,有可能将动力学、能量学和信息学的观点整合到生态学中。
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