Modelling cheetah relocation success in southern Africa using an Iterative Bayesian Network Development Cycle |
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Authors: | Sandra Johnson Kerrie Mengersen Kelly Marnewick Deon Cilliers Lorraine Boast |
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Affiliation: | a School of Mathematical Sciences, Queensland University of Technology, GPO Box 2434, Brisbane, QLD 4001, Australia b Meraka Institute, Council for Scientific and Industrial Research (CSIR), Meiring Naudè Road, Pretoria 0001, South Africa c Carnivore Conservation Group, Endangered Wildlife Trust, P. Bag X11, Parkview 2122, Johannesburg, South Africa d Cheetah Conservation Botswana, Private Bag 0457, Gaborone, Botswana e Centre for Wildlife Management, University of Pretoria, Pretoria 0002, South Africa f Wildlife Conflict Prevention Group, Endangered Wildlife Trust, P. Bag X11, Parkview 2122, Johannesburg, South Africa |
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Abstract: | Relocation is one of the strategies used by conservationists to deal with problem cheetahs in southern Africa. The success of a relocation event and the factors that influence it within the broader context of long-term viability of wild cheetah metapopulations was the focus of a Bayesian Network (BN) modelling workshop in South Africa. Using a new heuristics, Iterative Bayesian Network Development Cycle (IBNDC), described in this paper, several networks were formulated to distinguish between the unique relocation experiences and conditions in Botswana and South Africa. There were many common underlying factors, despite the disparate relocation strategies and sites in the two countries. The benefit of relocation BNs goes beyond the identification and quantification of the factors influencing the success of relocations and population viability. They equip conservationists with a powerful communication tool in their negotiations with land and livestock owners, which is key to the long-term survival of cheetahs in southern Africa. Importantly, the IBNDC provides the ecological modeller with a methodological process that combines several BN design frameworks to facilitate the development of a BN in a multi-expert and multi-field domain. |
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Keywords: | Acinonyx jubatus Bayesian network Cheetah metapopulation Predator human conflict Relocation Iterative approach IBNDC |
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