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A computational modelling approach to human-elephant interactions in the Bunda District, Tanzania

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  • Mamboleo, Abel Ansporthy
  • Doscher, Crile
  • Paterson, Adrian

Abstract

Agent-based and GIS-based models of human-elephant interactions were developed and integrated to evaluate and recommend the best management mitigation strategies to either reduce or eradicate the adverse impacts of human-elephant interactions in the Bunda District, Tanzania. The model estimated the appropriate minimum elephant and human populations, and geographical distances from the edges of protected areas, rivers and conservation corridors. The model results from each modelling scenario were analysed for comparative performance, where minimal recorded incidents of crop damage, human deaths, elephant deaths, and hidden impacts were the primary focus. Selection of the best performing scenario based on the magnitude of the reduction and eradication of adverse impact(s). However, for each selection of the best scenario(s), there were costs that a model user must incur, as there was no cost-free scenario. Reduction of any of the adverse impacts may run counter to fiscal, conservation, land and socioeconomic policies. Therefore, the model user may select the best scenario within the constraints of these policies. It is recommended that the adoption of the best scenario should not rely solely on the type of adverse impacts but also tolerance and resilience level of elephants and the well-being of the affected people. Therefore, the capabilities of people, elephants, and conservationists to accept, tolerate and, ultimately, to recover from a certain level o

Suggested Citation

  • Mamboleo, Abel Ansporthy & Doscher, Crile & Paterson, Adrian, 2021. "A computational modelling approach to human-elephant interactions in the Bunda District, Tanzania," Ecological Modelling, Elsevier, vol. 443(C).
  • Handle: RePEc:eee:ecomod:v:443:y:2021:i:c:s0304380021000223
    DOI: 10.1016/j.ecolmodel.2021.109449
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    References listed on IDEAS

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    1. McLane, Adam J. & Semeniuk, Christina & McDermid, Gregory J. & Marceau, Danielle J., 2011. "The role of agent-based models in wildlife ecology and management," Ecological Modelling, Elsevier, vol. 222(8), pages 1544-1556.
    2. Bandara, Ranjith & Tisdell, Clement A., 2002. "Asian Elephants as Agricultural Pests: Damages, Economics of Control and Compensation in Sri Lanka," Economics, Ecology and Environment Working Papers 48735, University of Queensland, School of Economics.
    3. Mihai Valcu & Bart Kempenaers, 2010. "Spatial autocorrelation: an overlooked concept in behavioral ecology," Behavioral Ecology, International Society for Behavioral Ecology, vol. 21(5), pages 902-905.
    4. Ascensão, Fernando & Clevenger, Anthony & Santos-Reis, Margarida & Urbano, Paulo & Jackson, Nathan, 2013. "Wildlife–vehicle collision mitigation: Is partial fencing the answer? An agent-based model approach," Ecological Modelling, Elsevier, vol. 257(C), pages 36-43.
    5. Neil, Emily & Madsen, Jens Koed & Carrella, Ernesto & Payette, Nicolas & Bailey, Richard, 2020. "Agent-based modelling as a tool for elephant poaching mitigation," Ecological Modelling, Elsevier, vol. 427(C).
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