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Endangered Grevy's zebra in the Alledeghi Wildlife Reserve, Ethiopia: species distribution modeling for the determination of optimum habitat

机译:埃塞俄比亚Alledeghi野生动物保护区中濒临灭绝的Grevy斑马:确定最佳栖息地的物种分布模型

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Habitat loss due to human-induced factors is intensifying and is a critical threat to most endangered species. Grevy's zebra Equus grevyi is one of the most endangered mammals in the world. Human encroachment on its natural habitat and poaching are the greatest threats to this species' survival in the wild. Grevy's zebra only occur within a few isolated areas in Ethiopia and Kenya. Effective conservation interventions based on scientific information are needed to safeguard this species from extinction. Wildlife managers need to identify the extent of the remaining suitable habitat and achieve a better understanding of human and wildlife interactions if they are to facilitate appropriate conservation strategies. The present study employed the max- imum entropy model (Maxent), a species distribution modeling approach, to determine the geo-graphic extent of habitat and seasonal distribution of Grevy's zebra in the Alledeghi Wildlife Reserve, Ethiopia, and to use this information to determine the otimum demarcation of conserva-tion boundaries. Field surveys were conducted 4 times annually, twice during the wet season and twice during the dry season, for 2 yr. Field data and predictor variables were separated into 2 sea-sons, and models were generated for each season independently. Seasonal maximum tempera-tures, distance to human settlements and slope were the best predictors for both the dry and wet seasons. Evaluations of model performances were high, with AUC (area under the receiver oper-ating curve) values of 0.96 and 0.97 for the dry and wet seasons, respectively. Our results will be critical for modifying the existing boundaries of the Alledeghi Wildlife Reserve and directing con-servation strategies for the Grevy's zebra.
机译:由于人为因素造成的栖息地丧失正在加剧,对大多数濒危物种构成严重威胁。 Grevy的斑马Equus grevyi是世界上最濒危的哺乳动物之一。人类对其自然栖息地的侵犯和偷猎是对该物种在野外生存的最大威胁。 Grevy的斑马只出现在埃塞俄比亚和肯尼亚的一些偏远地区。需要基于科学信息的有效保护措施,以保护该物种免于灭绝。野生动物管理者需要识别剩余的合适栖息地的范围,并希望促进适当的保护策略,从而更好地了解人与野生生物的相互作用。本研究采用最大熵模型(Maxent)(一种物种分布建模方法)来确定埃塞俄比亚Alledeghi野生动物保护区Grevy斑马的栖息地地理分布和季节性分布,并使用此信息来确定保守边界的最佳划分。每年进行4次现场调查,在雨季两次,在旱季两次,为期2年。现场数据和预测变量分为两个季节,分别为每个季节生成模型。季节的最高温度,与人类住区的距离和坡度是干旱和潮湿季节的最佳预测指标。对模型性能的评价很高,旱季和雨季的AUC(接收器工作曲线下的面积)值分别为0.96和0.97。我们的结果对于修改Alledeghi野生动物保护区的现有边界以及指导Grevy斑马的保护策略至关重要。

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