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运用 Ornstein-Uhlenbeck 空间利用模型揭示动态能量补贴的人口分割。

Demographic partitioning of dynamic energy subsidies revealed with an Ornstein-Uhlenbeck space use model.

机构信息

Department of Biology and Wildlife, University of Alaska Fairbanks, Fairbanks, Alaska, USA.

Department of Mathematics and Statistics, University of Alaska Fairbanks, Fairbanks, Alaska, USA.

出版信息

Ecol Appl. 2022 Jun;32(4):e2542. doi: 10.1002/eap.2542. Epub 2022 Mar 29.

Abstract

In populations across many taxa, a large fraction of sexually mature individuals do not breed but are attempting to enter the breeding population. Such individuals, often referred to as "floaters," can play critical roles in the dynamics and stability of these populations and buffer them through periods of high adult mortality. Floaters are difficult to study, however, so we lack data needed to understand their roles in the population ecology and conservation status of many species. Here, we analyzed satellite telemetry data with a newly developed mechanistic space use model based on an Ornstein-Uhlenbeck process to help overcome the paucity of data in studying the differential habitat selection and space use of floater and territorial golden eagles Aquila chrysaetos. Our sample consisted of 49 individuals tracked over complete breeding seasons across 4 years, totaling 104 eagle breeding seasons. Modeling these data mechanistically was required to disentangle key differences in movement and particularly to separate aspects of movement driven by resource selection from those driven by use of a central place. We found that floaters generally had more expansive space use patterns and larger home ranges, as well as evidence that they partition space with territorial individuals seemingly on fine scales through differential habitat and resource selection. Floater and territorial eagle home ranges overlapped markedly, suggesting that floaters use the interstices between territories. Furthermore, floater and territorial eagles differed in how they selected for uplift variables, key components of soaring birds' energy landscape, with territorial eagles apparently better able to find and use thermal uplift. We also found relatively low individual heterogeneity in resource selection, especially among territorial individuals, suggesting a narrow realized niche for breeding individuals, which varied from the level of among-individual variation present during migration. This work furthers our understanding of floaters' potential roles in the population ecology of territorial species and suggests that conserving landscapes occupied by territorial eagles also protects floaters.

摘要

在许多分类群的种群中,很大一部分性成熟个体不繁殖,而是试图进入繁殖种群。这些个体通常被称为“漂游者”,它们在这些种群的动态和稳定性中起着至关重要的作用,并在成年个体死亡率高的时期为它们提供缓冲。然而,漂游者很难研究,因此我们缺乏了解它们在许多物种的种群生态学和保护状况中的作用所需的数据。在这里,我们使用一种新开发的基于奥恩斯坦-乌伦贝克过程的机制空间利用模型来分析卫星遥测数据,以帮助克服在研究漂游者和领地性金雕 Aquila chrysaetos 的差异生境选择和空间利用方面数据不足的问题。我们的样本由 49 只个体组成,在 4 年的时间里跟踪了完整的繁殖季节,共跟踪了 104 个鹰繁殖季节。对这些数据进行机制建模是分离运动关键差异的必要条件,特别是要将资源选择驱动的运动方面与中央栖息地使用驱动的运动方面分开。我们发现,漂游者通常具有更广阔的空间利用模式和更大的家域,并且有证据表明,它们通过差异生境和资源选择,在精细尺度上与领地个体分区空间。漂游者和领地鹰的家域明显重叠,表明漂游者利用领地之间的空隙。此外,漂游者和领地鹰在选择提升变量方面存在差异,提升变量是翱翔鸟类能量景观的关键组成部分,领地鹰显然能够更好地找到和利用热提升。我们还发现,资源选择的个体间异质性相对较低,特别是在领地个体中,这表明繁殖个体的实际生态位较窄,与迁徙期间个体间的变异水平不同。这项工作增进了我们对漂游者在领地物种种群生态学中的潜在作用的理解,并表明保护领地鹰占据的景观也能保护漂游者。

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