Department of Mathematics, University of Kalyani, Kalyani, 741235, India.
Sci Rep. 2023 Jan 22;13(1):1234. doi: 10.1038/s41598-023-28409-2.
The well-being of humans is closely linked to the well-being of species in any ecosystem, but the relationship between humans and nature has changed over time as societies have become more industrialized. In order to ensure the future of our ecosystems, we need to protect our planet's biodiversity. In this work, a prey-predator model with fear dropping prey's birth as well as death rates and nonlinear harvesting, is investigated. In addition, we consider that the consumption rate of predators, i.e., the functional response, is dependent on schooling behavior of both species. We have investigated the local stability of the equilibrium points and different types of bifurcations, such as transcritical, saddle-node, Hopf and Bogdanov-Takens (BT). We find that consumption rate of predator, fear and harvesting effort give complex dynamics in the neighbourhood of BT-points. Harvesting effort has both stabilizing and destabilizing effects. There is bistability between coexistence and predator-free equilibrium points in the system. Further, we have studied the deterministic model in fluctuating environment. Simulation results of stochastic system includes time series solutions of one simulation run and corresponding phase portraits. Notably, several simulation runs are conducted to obtain time series solutions, histograms, and stationary distributions. Our findings exhibit that during stochastic processes, model species fluctuate around some average values of the deterministic steady-state for lower environmental disturbances. However, higher values of environmental disturbances lead the species to extinction.
人类的福祉与任何生态系统中物种的福祉密切相关,但随着社会变得更加工业化,人类与自然的关系也发生了变化。为了确保我们生态系统的未来,我们需要保护地球的生物多样性。在这项工作中,研究了一个具有恐惧效应的食饵-捕食者模型,其中包括猎物出生率和死亡率以及非线性收获的下降。此外,我们还考虑到捕食者的消耗率,即功能反应,取决于两种物种的群体行为。我们研究了平衡点的局部稳定性和不同类型的分岔,如跨临界、鞍结分岔、Hopf 和 Bogdanov-Takens (BT) 分岔。我们发现,捕食者的消耗率、恐惧和收获努力在 BT 点附近会产生复杂的动力学。收获努力具有稳定和不稳定的双重作用。在系统中,共存和无捕食者平衡点之间存在双稳性。此外,我们还研究了在波动环境下的确定性模型。随机系统的模拟结果包括一次模拟运行的时间序列解和相应的相图。值得注意的是,进行了多次模拟运行以获得时间序列解、直方图和稳定分布。我们的研究结果表明,在随机过程中,模型物种在较低环境干扰下围绕确定性稳定状态的某些平均值波动。然而,更高的环境干扰会导致物种灭绝。