Reconstructing mountain goat history in the Olympic Mountains, USA

Melissa M. Oscarson, E. Landguth, David O. Wallin
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Abstract

Between 1925 and 1930, 11 or 12 non‐native mountain goats (Oreamnos americanus) were translocated from Alaska and British Columbia to the foothills of the Olympic Range. By 1970, descendants of these goats had colonized the entire range and concerns about the management of this introduced species developed as damage to alpine soil and vegetation occurred. A series of removals reduced the population from 1175 in 1983 to 389 by 1990, eventually growing to 584 in 2016. We used demographic and genetic data to parameterize a population genetics individual‐based simulation model of the Olympic Range mountain goats. We calibrated the model to replicate the population trajectory for Olympic mountain goats from establishment in the 1920s through the 1983 first census. As expected, modeled population dynamics from 1928 to 1983 mimicked parameter initialization from expanding populations. However, simulated heterozygosity did not align with observations, suggesting a process not accounted for within the simulation model, such as a bottleneck or founder effect. Sensitivity analyses showed changes in annual reproductive rate, juvenile mortality, and adult female mortality influencing population trajectories, but variation in male mortality revealed no changes. Evaluating the population dynamics of the model after removals showed that approximately 80% of the total animals removed during the 1980s needed to be female in order for the observed population estimates to occur. This model has the potential to be used more widely with established or introduced mountain goat populations, as well as to provide an approach for studying other introduced species and their population dynamics.
重建美国奥林匹克山脉的山羊历史
1925 年至 1930 年间,11 或 12 只非本族山羊(Oreamnos americanus)从阿拉斯加和不列颠哥伦比亚省迁移到奥林匹克山脉的山麓。到 1970 年,这些山羊的后代已经在整个山脉定居,由于高山土壤和植被遭到破坏,人们开始关注如何管理这种外来物种。一系列的移除行动使种群数量从 1983 年的 1175 只减少到 1990 年的 389 只,最终在 2016 年增加到 584 只。我们利用人口和遗传数据对奥林匹克山脉山羊的种群遗传学个体模拟模型进行了参数化。我们对模型进行了校准,以复制奥林匹克山羊从 20 世纪 20 年代建立到 1983 年第一次人口普查期间的种群轨迹。不出所料,从 1928 年到 1983 年的模型种群动态模拟了不断扩大的种群的参数初始化。然而,模拟的杂合度与观测结果并不一致,这表明模拟模型中没有考虑瓶颈或创始者效应等过程。敏感性分析表明,年繁殖率、幼鱼死亡率和成年雌鱼死亡率的变化会影响种群轨迹,但雄鱼死亡率的变化没有影响种群轨迹。对移除后模型的种群动态进行评估后发现,20 世纪 80 年代移除的动物总数中约有 80% 为雌性,这样才能达到观测到的种群估计值。该模型有可能被更广泛地用于已建立或引进的山羊种群,并为研究其他引进物种及其种群动态提供一种方法。
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