IDEAS home Printed from https://ideas.repec.org/a/eee/chsofr/v202y2026ip1s0960077925014195.html

Competition and initial-sensitivity shape spatiotemporal patterns in multi-timescale three species systems

Author

Listed:
  • Jin, Meng
  • Zhang, Jiqian
  • Shen, Chuansheng
  • Yao, Chenggui
  • Rong, Guodong
  • Ye, Wen
  • Li, Xiang
  • Xu, Fei

Abstract

Spatiotemporal pattern formation is fundamental to predicting species dynamics and ecosystem stability. Here, we investigate a three-species system with multi-timescale coupling to unravel how competition and initial-condition sensitivity jointly shape pattern formation within a reaction–diffusion framework. Using bifurcation analysis and non-equilibrium potential landscape theory, we reveal that reduced intraspecific competition in apex predators induces symmetry breaking via period-doubling bifurcations, driving transitions from periodic oscillations to chaos. Simultaneously, timescale asymmetries amplify sensitivity to initial conditions, enabling the coexistence of multi-periodic attractors across space and time. We further identify an interplay between diffusion-driven wave propagation and competition-induced restructuring: diffusion promotes traveling wavefronts, boundary expansion, and fragmentation, while interspecific competition sculpts localized clusters under resource constraints. These findings establish competition and initial sensitivity as key regulators of dispersal plasticity, offering a general dynamical framework for predicting ecosystem stability.

Suggested Citation

  • Jin, Meng & Zhang, Jiqian & Shen, Chuansheng & Yao, Chenggui & Rong, Guodong & Ye, Wen & Li, Xiang & Xu, Fei, 2026. "Competition and initial-sensitivity shape spatiotemporal patterns in multi-timescale three species systems," Chaos, Solitons & Fractals, Elsevier, vol. 202(P1).
  • Handle: RePEc:eee:chsofr:v:202:y:2026:i:p1:s0960077925014195
    DOI: 10.1016/j.chaos.2025.117406
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0960077925014195
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.chaos.2025.117406?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Han, Renji & Dey, Subrata & Banerjee, Malay, 2023. "Spatio-temporal pattern selection in a prey–predator model with hunting cooperation and Allee effect in prey," Chaos, Solitons & Fractals, Elsevier, vol. 171(C).
    2. Justin D. Yeakel & Mathias M. Pires & Marcus A. M. Aguiar & James L. O’Donnell & Paulo R. Guimarães & Dominique Gravel & Thilo Gross, 2020. "Diverse interactions and ecosystem engineering can stabilize community assembly," Nature Communications, Nature, vol. 11(1), pages 1-10, December.
    3. Zhao, Min & Lv, Songjuan, 2009. "Chaos in a three-species food chain model with a Beddington–DeAngelis functional response," Chaos, Solitons & Fractals, Elsevier, vol. 40(5), pages 2305-2316.
    4. Kang Zhang & Wen-Si Hu & Quan-Xing Liu, 2020. "Quantitatively Inferring Three Mechanisms from the Spatiotemporal Patterns," Mathematics, MDPI, vol. 8(1), pages 1-13, January.
    5. Chowdhury, Pranali Roy & Banerjee, Malay & Petrovskii, Sergei, 2023. "Coexistence of chaotic and non-chaotic attractors in a three-species slow–fast system," Chaos, Solitons & Fractals, Elsevier, vol. 167(C).
    6. Zhang, Huimin & Gao, Jian & Gu, Changgui & Shen, Chuansheng & Yang, Huijie, 2024. "Transition and coexistence of Turing pattern, Turing-like pattern and spiral waves in a discrete-time predator–prey model," Chaos, Solitons & Fractals, Elsevier, vol. 189(P1).
    7. Derek P. Tittensor & Camilo Mora & Walter Jetz & Heike K. Lotze & Daniel Ricard & Edward Vanden Berghe & Boris Worm, 2010. "Global patterns and predictors of marine biodiversity across taxa," Nature, Nature, vol. 466(7310), pages 1098-1101, August.
    8. Zhu, Ligang & Li, Xiang & Xu, Fei & Yin, Zhiyong & Jin, Jun & Liu, Zhilong & Qi, Hong & Shuai, Jianwei, 2022. "Network modeling-based identification of the switching targets between pyroptosis and secondary pyroptosis," Chaos, Solitons & Fractals, Elsevier, vol. 155(C).
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ma, Xiangyi & Zhu, Yanhua & Wang, Jinliang, 2025. "PD control-driven regulation of spatiotemporal patterns in a delayed predator–prey system," Chaos, Solitons & Fractals, Elsevier, vol. 199(P3).
    2. Yang, Yafei & Zhao, Xin & Fan, Meng, 2026. "Modeling the impact of Allee effect, herd behavior and harvesting on kelp beds: A cross-diffusion-ODE dynamical approach," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 239(C), pages 525-554.
    3. Ekaterina Larina & Adam Woodhouse & Anshuman Swain & Christopher M. Lowery & Rowan C. Martindale & Corinne E. Myers, 2025. "Regional restructuring in planktic foraminifera communities through Pliocene-early Pleistocene climate variability," Nature Communications, Nature, vol. 16(1), pages 1-11, December.
    4. Alexis Balembois & Alexandre Pohl & Bertrand Lefebvre & Thomas Servais & Daniel J. Lunt & Paul J. Valdes & Grégory Beaugrand, 2025. "Unravelling the drivers of marine biodiversity across the Phanerozoic," Nature Communications, Nature, vol. 16(1), pages 1-12, December.
    5. Malone, Thomas C. & DiGiacomo, Paul M. & Gonçalves, Emanuel & Knap, Anthony H. & Talaue-McManus, Liana & de Mora, Stephen, 2014. "A global ocean observing system framework for sustainable development," Marine Policy, Elsevier, vol. 43(C), pages 262-272.
    6. Yao, Haiqing & Wang, Qinglong & Liu, Zhijun, 2025. "Dynamical behaviors of a generalist predator–prey system with Allee and wind effects in deterministic or stochastic environment," Chaos, Solitons & Fractals, Elsevier, vol. 192(C).
    7. Yang, Yafei & Fan, Meng, 2023. "Impact of selective grazing on the dynamics of a diffusive plankton model with component Allee effect and additional food," Chaos, Solitons & Fractals, Elsevier, vol. 175(P1).
    8. Dai, Chuanjun & Zhao, Min & Chen, Lansun, 2012. "Complex dynamic behavior of three-species ecological model with impulse perturbations and seasonal disturbances," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 84(C), pages 83-97.
    9. Gupta, R.P. & Yadav, Dinesh K., 2023. "Nonlinear dynamics of a stage-structured interacting population model with honest signals and cues," Chaos, Solitons & Fractals, Elsevier, vol. 174(C).
    10. Federica Manca & Lisandro Benedetti-Cecchi & Corey J. A. Bradshaw & Mar Cabeza & Camilla Gustafsson & Alf M. Norkko & Tomas V. Roslin & David N. Thomas & Lydia White & Giovanni Strona, 2024. "Projected loss of brown macroalgae and seagrasses with global environmental change," Nature Communications, Nature, vol. 15(1), pages 1-12, December.
    11. Zhang, Limin & Zhao, Min, 2009. "Dynamic complexities in a hyperparasitic system with prolonged diapause for host," Chaos, Solitons & Fractals, Elsevier, vol. 42(2), pages 1136-1142.
    12. Frank, A.S. & Pinke, Andrea & Read, Elizabeth & Röblitz, Susanna & Sadhu, Susmita & Subbey, Sam, 2025. "Exploring multistability in marine ecosystems: Insights from food web model dynamics," Ecological Modelling, Elsevier, vol. 508(C).
    13. Rodrigues, Lucas dos Santos & Daudt, Nicholas Winterle & Cardoso, Luis Gustavo & Kinas, Paul Gerhard & Conesa, David & Pennino, Maria Grazia, 2023. "Species distribution modelling in the Southwestern Atlantic Ocean: A systematic review and trends," Ecological Modelling, Elsevier, vol. 486(C).
    14. Xiu-Mei Fu & Shan-Shan Jiang & Na Wang & Shi-Qi Wang & Chang-Yun Wang, 2018. "The Research on International Development Path of China’s Marine Biopharmaceutical Industry," Sustainability, MDPI, vol. 10(2), pages 1-17, February.
    15. Thomas C. Malone & Paul M. DiGiacomo & Emanuel Gonçalves & Anthony H. Knap & Liana Talaue‐McManus & Stephen de Mora & Jose Muelbert, 2014. "Enhancing the Global Ocean Observing System to meet evidence based needs for the ecosystem‐based management of coastal ecosystem services," Natural Resources Forum, Blackwell Publishing, vol. 38(3), pages 168-181, August.
    16. Martin, C.S. & Tolley, M.J. & Farmer, E. & Mcowen, C.J. & Geffert, J.L. & Scharlemann, J.P.W. & Thomas, H.L. & van Bochove, J.H. & Stanwell-Smith, D. & Hutton, J.M. & Lascelles, B. & Pilgrim, J.D. & E, 2015. "A global map to aid the identification and screening of critical habitat for marine industries," Marine Policy, Elsevier, vol. 53(C), pages 45-53.
    17. Younghae Do & Hunki Baek & Yongdo Lim & Dongkyu Lim, 2011. "A Three‐Species Food Chain System with Two Types of Functional Responses," Abstract and Applied Analysis, John Wiley & Sons, vol. 2011(1).
    18. Xue, Lin, 2012. "Pattern formation in a predator–prey model with spatial effect," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 391(23), pages 5987-5996.
    19. Kumar, Vikas & Kumari, Nitu, 2021. "Bifurcation study and pattern formation analysis of a tritrophic food chain model with group defense and Ivlev-like nonmonotonic functional response," Chaos, Solitons & Fractals, Elsevier, vol. 147(C).
    20. repec:plo:pone00:0052294 is not listed on IDEAS
    21. Kumar, Viney & Bhattacharyya, Samit, 2023. "Nonlinear effect of sentiments and opinion sharing on vaccination decision in face of an outbreak: A multiplex network approach," Chaos, Solitons & Fractals, Elsevier, vol. 175(P1).

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:chsofr:v:202:y:2026:i:p1:s0960077925014195. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Thayer, Thomas R. (email available below). General contact details of provider: https://www.journals.elsevier.com/chaos-solitons-and-fractals .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.