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The Madingley general ecosystem model predicts bushmeat yields,species extinction rates and ecosystem-level impacts of bushmeat harvesting
Authors:Tatsiana Barychka  Georgina M Mace  Drew W Purves
Institution:1. Centre for Biodiversity and Environment Research, Dept of Genetics, Evolution and Environment, Univ. College London, London, UK;2. Centre for Biodiversity and Environment Research, Dept of Genetics, Evolution and Environment, Univ. College London, London, UK

Contribution: Conceptualization (equal), Methodology (equal), Resources (equal), Supervision (equal), Writing - review & editing (equal);3. DeepMind, 6 Pancras Square, London, UK

Contribution: Conceptualization (equal), Formal analysis (supporting), ​Investigation (supporting), Methodology (equal), Supervision (equal), Writing - review & editing (equal)

Abstract:Traditional approaches to guiding decisions about harvesting bushmeat often employ single-species population dynamic models, which require species- and location-specific data, are missing ecological processes such as multi-trophic interactions, cannot represent multi-species harvesting and cannot predict the broader ecosystem impacts of harvesting. In order to explore an alternative approach to devising sustainable harvesting strategies, we employ the Madingley general ecosystem model, which can simulate ecosystem dynamics in response to multi-species harvesting given nothing other than location-specific climate data. We used the model to examine yield, extinctions and broader ecosystem impacts, for a range of harvesting intensities of duiker-sized endothermic herbivores. Duiker antelope (such as Cephalophus callipygus and Cephalophus dorsalis) are the most heavily hunted species in sub-Saharan Africa, contributing 34–95% of all bushmeat in the Congo Basin. Across a range of harvesting rates, the Madingley model gave estimates for optimal harvesting rate, and extinction rate, that were qualitatively and quantitatively similar to the estimates from conventional single-species Beverton–Holt model. Predicted yields were somewhat greater (around five times, on average) for the Madingley model than the Beverton–Holt, which is partly attributable to the fact that the Madingley simulates multi-species harvesting from an initially pristine ecosystem. Also, the Madingley model predicted a background local extinction probability for the target species of at least 10%. At medium and high levels of harvesting of duiker-sized herbivores, the Madingley model predicted statistically significant, but moderate, reductions in the densities of the targeted functional group; increases in small-bodied herbivores; decreases in large-bodied carnivores; and minimal ecosystem-level impacts overall. The results illustrate how general ecosystem models such as the Madingley model could potentially be used more widely to help estimate sustainable harvesting rates, bushmeat yields and broader ecosystem impacts across different locations and target species.
Keywords:bushmeat harvesting  Congo  ecosystem model  optimal  population dynamics
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