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Modeling tiger population and territory dynamics using an agent-based approach

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  • Carter, Neil
  • Levin, Simon
  • Barlow, Adam
  • Grimm, Volker

Abstract

Effective conservation planning of globally endangered tigers (Panthera tigris) requires a good understanding of their population dynamics. Territoriality, an essential characteristic of many wildlife species, plays a crucial role in the population dynamics of tigers. However, previous models of tiger population dynamics have not adequately incorporated territoriality. We therefore developed and implemented a spatially explicit agent-based model of tiger population dynamics shaped by different territorial behaviors of males and females. To allow for predictions to new conditions, for which no data exist, territories are not imposed but emerge from the tigers’ perception of habitat quality and from their interactions with each other. Tiger population dynamics is deduced from merging territory dynamics with observed demographic rates. We apply the model to Nepal's Chitwan National Park, part of a global biodiversity hotspot and home to a large (∼125) population of tigers. Our model matched closely with observed patterns of the real tiger population in the park, including reproduction, mortality, dispersal, resource selection, male and female land tenure, territory size and spatial distribution, and tiger population size and age structure. The ultimate purpose of the model, which will be presented in follow-up work, is to explore human-tiger interactions and assess threats to tiger populations across contexts and scales. The model can thus be used to better inform decision makers on how to conserve tigers under uncertain and changing future conditions.

Suggested Citation

  • Carter, Neil & Levin, Simon & Barlow, Adam & Grimm, Volker, 2015. "Modeling tiger population and territory dynamics using an agent-based approach," Ecological Modelling, Elsevier, vol. 312(C), pages 347-362.
    • Handle: RePEc:eee:ecomod:v:312:y:2015:i:c:p:347-362
    DOI: 10.1016/j.ecolmodel.2015.06.008
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    1. Semeniuk, C.A.D. & Musiani, M. & Hebblewhite, M. & Grindal, S. & Marceau, D.J., 2012. "Incorporating behavioral–ecological strategies in pattern-oriented modeling of caribou habitat use in a highly industrialized landscape," Ecological Modelling, Elsevier, vol. 243(C), pages 18-32.
    2. Norman Myers & Russell A. Mittermeier & Cristina G. Mittermeier & Gustavo A. B. da Fonseca & Jennifer Kent, 2000. "Biodiversity hotspots for conservation priorities," Nature, Nature, vol. 403(6772), pages 853-858, February.
    3. Wang, Magnus & Grimm, Volker, 2007. "Home range dynamics and population regulation: An individual-based model of the common shrew Sorex araneus," Ecological Modelling, Elsevier, vol. 205(3), pages 397-409.
    4. Luca Giuggioli & Jonathan R Potts & Stephen Harris, 2011. "Animal Interactions and the Emergence of Territoriality," PLOS Computational Biology, Public Library of Science, vol. 7(3), pages 1-9, March.
    5. C. R. Margules & R. L. Pressey, 2000. "Systematic conservation planning," Nature, Nature, vol. 405(6783), pages 243-253, May.
    6. Liu, Chun & Sibly, Richard M. & Grimm, Volker & Thorbek, Pernille, 2013. "Linking pesticide exposure and spatial dynamics: An individual-based model of wood mouse (Apodemus sylvaticus) populations in agricultural landscapes," Ecological Modelling, Elsevier, vol. 248(C), pages 92-102.
    7. Grimm, Volker & Berger, Uta & DeAngelis, Donald L. & Polhill, J. Gary & Giske, Jarl & Railsback, Steven F., 2010. "The ODD protocol: A review and first update," Ecological Modelling, Elsevier, vol. 221(23), pages 2760-2768.
    8. Christina Semeniuk & Marco Musiani & Danielle J. Marceau, 2011. "Integrating Spatial Behavioral Ecology in Agent-Based Models for Species Conservation," Chapters, in: Adriano Sofo (ed.), Biodiversity, IntechOpen.
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    2. Van Buskirk, Amanda N. & Rosenberry, Christopher S. & Wallingford, Bret D. & Domoto, Emily Just & McDill, Marc E. & Drohan, Patrick J. & Diefenbach, Duane R., 2021. "Modeling how to achieve localized areas of reduced white-tailed deer density," Ecological Modelling, Elsevier, vol. 442(C).
    3. Rajabi, Mohammadreza & Mansourian, Ali & Pilesjö, Petter & Shirzadi, Mohammad Reza & Fadaei, Reza & Ramazanpour, Javad, 2018. "A spatially explicit agent-based simulation model of a reservoir host of cutaneous leishmaniasis, Rhombomys opimus," Ecological Modelling, Elsevier, vol. 370(C), pages 33-49.
    4. Langhammer, Maria & Grimm, Volker, 2020. "Mitigating bioenergy-driven biodiversity decline: A modelling approach with the European brown hare," Ecological Modelling, Elsevier, vol. 416(C).
    5. Li An & Eve Bohnett & Curtis Battle & Jie Dai & Rebecca Lewison & Piotr Jankowski & Neil Carter & Dirgha Ghimire & Maheshwar Dhakal & Jhamak Karki & Alex Zvoleff, 2021. "Sex-Specific Habitat Suitability Modeling for Panthera tigris in Chitwan National Park, Nepal: Broader Conservation Implications," Sustainability, MDPI, vol. 13(24), pages 1-15, December.
    6. Zubiria Perez, Alejandra & Bone, Christopher & Stenhouse, Gordon, 2021. "Simulating multi-scale movement decision-making and learning in a large carnivore using agent-based modelling," Ecological Modelling, Elsevier, vol. 452(C).
    7. Crouse, Kristin N. & Desai, Nisarg P. & Cassidy, Kira A. & Stahler, Erin E. & Lehman, Clarence L. & Wilson, Michael L., 2022. "Larger territories reduce mortality risk for chimpanzees, wolves, and agents: Multiple lines of evidence in a model validation framework," Ecological Modelling, Elsevier, vol. 471(C).
    8. Andrew G. Haldane & Arthur E. Turrell, 2019. "Drawing on different disciplines: macroeconomic agent-based models," Journal of Evolutionary Economics, Springer, vol. 29(1), pages 39-66, March.
    9. Chapron, Guillaume & Wikenros, Camilla & Liberg, Olof & Wabakken, Petter & Flagstad, Øystein & Milleret, Cyril & Månsson, Johan & Svensson, Linn & Zimmermann, Barbara & Åkesson, Mikael & Sand, Håkan, 2016. "Estimating wolf (Canis lupus) population size from number of packs and an individual based model," Ecological Modelling, Elsevier, vol. 339(C), pages 33-44.
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