Abstract

SummaryVulture populations are in severe decline across Africa and prioritization of geographic areas for their conservation is urgently needed. To do so, we compiled three independent datasets on vulture occurrence from road-surveys, GPS-tracking, and citizen science (eBird), and used maximum entropy to build ensemble species distribution models (SDMs). We then identified spatial vulture conservation priorities in Ethiopia, a stronghold for vultures in Africa, while accounting for uncertainty in our predictions. We were able to build robust distribution models for five vulture species across the entirety of Ethiopia, including three Critically Endangered, one Endangered, and one Near Threatened species. We show that priorities occur in the highlands of Ethiopia, which provide particularly important habitat for BeardedGypaetus barbatus, HoodedNecrosyrtes monachus, Rüppell’sGyps rüppelliand White-backedGyps africanusVultures, as well as the lowlands of north-eastern Ethiopia, which are particularly valuable for the Egyptian VultureNeophron percnopterus. One-third of the core distribution of the Egyptian Vulture was protected, followed by the White-backed Vulture at one-sixth, and all other species at one-tenth. Overall, only about one-fifth of vulture priority areas were protected. Given that there is limited protection of priority areas and that vultures range widely, we argue that measures of broad spatial and legislative scope will be necessary to address drivers of vulture declines, including poisoning, energy infrastructure, and climate change, while considering the local social context and aiding sustainable development.

Highlights

  • Seven vulture species reside in Ethiopia: Bearded Gypaetus barbatus (‘Near Threatened’), Egyptian Neophron percnopterus (‘Endangered’), Hooded Necrosyrtes monachus (‘Critically Endangered’), Lappet-faced Torgos tracheliotos (‘Endangered’), Ruppell’s Gyps rueppelli (‘Critically Endangered’), Whitebacked Gyps africanus (‘Critically Endangered’), and White-headed Trigonoceps occipitalis (‘Critically Endangered’) (Botha et al 2017)

  • We modelled the distributions of seven vulture species in Ethiopia using maximum entropy (Maxent; Phillips et al 2006)

  • We report ORMTP, which is the average omission rate of the occurrence records at the minimum training presence (MTP) threshold, where MTP represents an estimate of species habitat suitability (Muscarella et al 2014, Taylor et al 2020)

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Summary

Introduction

Current species extinction rates are an estimated 1,000 times over the background rate and are expected to increase with growing anthropogenic pressures worldwide (Barnosky et al 2011). Tropical biodiversity is generally less studied than temperate biodiversity (Trimble and van Aarde 2012) and the tropics are expected to experience the greatest biodiversity losses in the 21st century (Alroy 2017) Overcoming this trend will require international investment and local community support (Ghosh-Harihar et al 2019). Vultures constitute the most endangered functional guild of birds and their populations are in severe decline worldwide (Buechley and Sekercioglu 2016a,b) They are a top conservation priority because they are highly threatened and provide critical ecological functions by quickly consuming carrion, contributing to nutrient cycling and regulation of problematic facultative scavengers (Ogada et al 2012) and, potentially, controlling disease

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