基于个体的模型预测北美东部美洲狮的有限重新定居

IF 4.9 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Biological Conservation Pub Date : 2024-08-25 DOI:10.1016/j.biocon.2024.110756
Thomas W. Glass , Richard A. Beausoleil , L. Mark Elbroch , Brian N. Kertson , Benjamin T. Maletzke , Quinton Martins , Marc R. Matchett , T. Winston Vickers , Christopher C. Wilmers , Heiko U. Wittmer , Hugh Robinson
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引用次数: 0

摘要

随着食肉动物重新拓殖其部分历史分布区,而且这种重新拓殖因其重构和重振退化生态系统的能力而日益得到认可,了解其分布区可能在何时何地继续扩大有助于促进情景规划和确定保护措施的作用。我们开发了一个基于个体的模型来预测食肉动物的分布区扩大,并将其应用于 2023 年至 2100 年期间北美的美洲狮。我们利用经验性的移动、人口和生存数据对模型进行了参数化,并通过对 20 世纪 90 年代至 2023 年间九次观察到的美洲狮重新定居事件进行后向预测,验证了模型的性能。我们的模型准确地再现了历史上的美洲狮重新定居事件,并预测到 2100 年美洲狮将开垦 2.1% 的未被占领的分布区,其中大部分位于加拿大北部。在目前未被美洲狮占据的州/省("辖区")中,只有马尼托巴省在模型运行中获得了到 2100 年美洲狮繁殖种群的普遍支持。俄克拉荷马州、明尼苏达州、堪萨斯州和爱荷华州需要在非栖息地分散,其重新定居的概率分别为 30%、30%、11% 和 2%。中西部来源种群的捕猎和车辆碰撞造成的死亡是东迁雌鸟的主要结果。在目前美洲狮活动范围与未被占用的繁殖栖息地相邻的地区,我们估计其扩张速度较慢,从每年 2 到 3 公里不等,到 2100 年,这些地区的线性扩张大约为 150-230 公里。
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Limited cougar recolonization of eastern North America predicted by an individual-based model

As carnivores recolonize parts of their historical range, and such recolonization is increasingly recognized for its ability to reconfigure and revitalize degraded ecosystems, understanding where and when range expansion may continue is useful for facilitating scenario planning and identifying roles for conservation measures.

We developed an individual-based model to predict carnivore range expansion and applied it to cougars (Puma concolor) in North America between 2023 and 2100. We parameterized our model with empirical movement, demographic, and survival data, and validated its performance by hindcasting nine observed recolonization events from the 1990s – 2023.

Our model accurately recreated historical recolonization events and forecasted cougars reclaiming 2.1 % of unoccupied range by 2100, mostly in boreal Canada. Of currently unoccupied states/provinces (“jurisdictions”), only Manitoba received universal support across model runs for hosting a breeding population by 2100. Oklahoma, Minnesota, Kansas, and Iowa, requiring dispersal across nonhabitat, had 30 %, 30 %, 11 %, and 2 % probability of recolonization, respectively. No other jurisdictions were forecast to be recolonized.

Mortality from harvest in Midwestern source populations and vehicle collisions dominated outcomes for eastward-moving females. Simulated management scenarios eliminating such hunting and adding nine wildlife crossing structures, however, did not significantly change recolonization probability.

In areas where current cougar range abuts unoccupied breeding habitat, we estimated slower rates of expansion, varying from 2 to 3 km·yr−1, yielding roughly 150–230 km of linear expansion in those regions by 2100.

Our mechanistic model and underlying empirical data provide a credible and transferable approach to forecast carnivore range expansion.

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来源期刊
Biological Conservation
Biological Conservation 环境科学-环境科学
CiteScore
10.20
自引率
3.40%
发文量
295
审稿时长
61 days
期刊介绍: Biological Conservation is an international leading journal in the discipline of conservation biology. The journal publishes articles spanning a diverse range of fields that contribute to the biological, sociological, and economic dimensions of conservation and natural resource management. The primary aim of Biological Conservation is the publication of high-quality papers that advance the science and practice of conservation, or which demonstrate the application of conservation principles for natural resource management and policy. Therefore it will be of interest to a broad international readership.
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