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Regulating spatiotemporal dynamics of tussock-sedge coupled map lattices model via PD control

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  • Zhu, Yanhua
  • Ma, Xiangyi
  • Zhang, Tonghua
  • Wang, Jinliang

Abstract

The tussock sedge, a plant widely distributed in freshwater wetlands across North America, plays a vital role in wetland ecosystems by reinforcing embankments, stabilizing slopes, and preventing soil erosion. However, the aging of sedges leads to the accumulation of significant amounts of plant wracks, which inhibits nutrient replenishment and hinders growth. Therefore, maintaining stable population densities and uniform growth of sedges is no time to delay. In this study, we develop a spatiotemporally discrete coupled map lattices (CMLs) model for the tussock-sedge system. By conducting a linear stability analysis, the stability conditions for the steady state are derived. Then the Flip bifurcation, Neimark–Sacker bifurcation, and Turing bifurcation of the CMLs model are investigated using bifurcation theory and the center manifold theorem. Notably, a proportional–derivative (PD) controller is designed and incorporated into the CMLs model, which can delay the occurrence of Flip bifurcation and Neimark–Sacker bifurcation, thereby preventing the oscillation and chaotic behavior of tussock population density. Additionally, the incorporation of the PD controller broadens the threshold for Turing instability, modifies the types of Turing patterns, and ensures uniform plant growth. Finally, numerical simulations are performed to illustrate the dynamical behaviors of the CMLs model, demonstrating the effectiveness of the PD control implementation.

Suggested Citation

  • Zhu, Yanhua & Ma, Xiangyi & Zhang, Tonghua & Wang, Jinliang, 2025. "Regulating spatiotemporal dynamics of tussock-sedge coupled map lattices model via PD control," Chaos, Solitons & Fractals, Elsevier, vol. 194(C).
  • Handle: RePEc:eee:chsofr:v:194:y:2025:i:c:s096007792500181x
    DOI: 10.1016/j.chaos.2025.116168
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    References listed on IDEAS

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    1. Abid, Walid & Yafia, Radouane & Aziz-Alaoui, M.A. & Bouhafa, Habib & Abichou, Azgal, 2015. "Diffusion driven instability and Hopf bifurcation in spatial predator-prey model on a circular domain," Applied Mathematics and Computation, Elsevier, vol. 260(C), pages 292-313.
    2. Wang, Caiyun, 2015. "Rich dynamics of a predator–prey model with spatial motion," Applied Mathematics and Computation, Elsevier, vol. 260(C), pages 1-9.
    3. Li, Peiluan & Gao, Rong & Xu, Changjin & Ahmad, Shabir & Li, Ying & Akgül, Ali, 2023. "Bifurcation behavior and PDγ control mechanism of a fractional delayed genetic regulatory model," Chaos, Solitons & Fractals, Elsevier, vol. 168(C).
    4. Huang, Tousheng & Zhang, Huayong, 2016. "Bifurcation, chaos and pattern formation in a space- and time-discrete predator–prey system," Chaos, Solitons & Fractals, Elsevier, vol. 91(C), pages 92-107.
    5. Yawen Ju & Min Xiao & Chengdai Huang & Leszek Rutkowski & Jinde Cao, 2024. "Hybrid control of Turing instability and bifurcation for spatial-temporal propagation of computer virus," International Journal of Systems Science, Taylor & Francis Journals, vol. 55(11), pages 2187-2210, August.
    6. He, Haoming & Xiao, Min & He, Jiajin & Zheng, Weixing, 2024. "Regulating spatiotemporal dynamics for a delay Gierer–Meinhardt model," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 637(C).
    7. Chang, Lili & Sun, Gui-Quan & Wang, Zhen & Jin, Zhen, 2015. "Rich dynamics in a spatial predator–prey model with delay," Applied Mathematics and Computation, Elsevier, vol. 256(C), pages 540-550.
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