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高聚群性猎物的捕食者-猎物系统中,环境随机性的变化显著影响生存力和灭绝时间。

Variation in environmental stochasticity dramatically affects viability and extinction time in a predator-prey system with high prey group cohesion.

机构信息

School of Mathematical Science, Yangzhou University, Yangzhou, Jiangsu 225002, PR China.

Department of Mathematical and Statistical Sciences & Interdisciplinary Lab for Mathematical Ecology and Epidemiology, University of Alberta, Edmonton, AB T6G 2G1, Canada.

出版信息

Math Biosci. 2023 Nov;365:109075. doi: 10.1016/j.mbs.2023.109075. Epub 2023 Sep 19.

Abstract

Understanding how tipping points arise is critical for population protection and ecosystem robustness. This work evaluates the impact of environmental stochasticity on the emergence of tipping points in a predator-prey system subject to the Allee effect and Holling type IV functional response, modeling an environment in which the prey has high group cohesion. We analyze the relationship between stochasticity and the probability and time that predator and prey populations in our model tip between different steady states. We evaluate the safety from extinction of different population values for each species, and accordingly assign extinction warning levels to these population values. Our analysis suggests that the effects of environmental stochasticity on tipping phenomena are scenario-dependent but follow a few interpretable trends. The probability of tipping towards a steady state in which one or both species go extinct generally monotonically increased with noise intensity, while the probability of tipping towards a more favorable steady state (in which more species were viable) usually peaked at intermediate noise intensity. For tipping between two equilibria where a given species was at risk of extinction in one equilibrium but not the other, noise affecting that species had greater impact on tipping probability than noise affecting the other species. Noise in the predator population facilitated quicker tipping to extinction equilibria, whereas prey noise instead often slowed down extinction. Changes in warning level for initial population values due to noise were most apparent near attraction basin boundaries, but noise of sufficient magnitude (especially in the predator population) could alter risk even far away from these boundaries. Our model provides critical theoretical insights for the conservation of population diversity: management criteria and early warning signals can be developed based on our results to keep populations away from destructive critical thresholds.

摘要

理解临界点的出现对于保护种群和生态系统的健壮性至关重要。本研究评估了环境随机性对具有正密度制约和 Holling 类型 IV 功能反应的捕食者-猎物系统中临界点出现的影响,模型中环境下猎物具有较高的群体凝聚力。我们分析了随机因素与模型中捕食者和猎物种群在不同稳定状态之间出现转变的概率和时间之间的关系。我们评估了每个物种不同种群值灭绝的安全性,并相应地为这些种群值分配灭绝警告级别。我们的分析表明,环境随机性对临界点现象的影响取决于具体情况,但遵循一些可解释的趋势。朝着一个或两个物种灭绝的稳定状态转变的概率通常随着噪声强度的增加而单调增加,而朝着更有利的稳定状态(其中更多物种具有生存能力)转变的概率通常在中等噪声强度下达到峰值。对于两个平衡点之间的转变,其中一个平衡点中给定物种有灭绝风险,但另一个平衡点中没有灭绝风险,影响该物种的噪声对转变概率的影响大于影响另一个物种的噪声。捕食者种群中的噪声促进了向灭绝平衡点的快速转变,而猎物噪声往往会减缓灭绝。由于噪声引起的初始种群值的警告级别变化在吸引盆地边界附近最为明显,但足够大的噪声(特别是在捕食者种群中)甚至可以在远离这些边界的地方改变风险。我们的模型为保护种群多样性提供了关键的理论见解:可以根据我们的结果制定管理标准和预警信号,使种群远离破坏性的临界阈值。

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