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Using dynamic N-mixture models to test cavity limitation on northern flying squirrel demographic parameters using experimental nest box supplementation

机译:使用动态N混合模型通过实验巢箱补充测试北飞鼠人口参数的空腔限制

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摘要

Dynamic N-mixture models have been recently developed to estimate demographic parameters of unmarked individuals while accounting for imperfect detection. We propose an application of the Dail and Madsen (: Biometrics, >67, 577–587) dynamic N-mixture model in a manipulative experiment using a before-after control-impact design (BACI). Specifically, we tested the hypothesis of cavity limitation of a cavity specialist species, the northern flying squirrel, using nest box supplementation on half of 56 trapping sites. Our main purpose was to evaluate the impact of an increase in cavity availability on flying squirrel population dynamics in deciduous stands in northwestern Québec with the dynamic N-mixture model. We compared abundance estimates from this recent approach with those from classic capture–mark–recapture models and generalized linear models. We compared apparent survival estimates with those from Cormack–Jolly–Seber (CJS) models. Average recruitment rate was 6 individuals per site after 4 years. Nevertheless, we found no effect of cavity supplementation on apparent survival and recruitment rates of flying squirrels. Contrary to our expectations, initial abundance was not affected by conifer basal area (food availability) and was negatively affected by snag basal area (cavity availability). Northern flying squirrel population dynamics are not influenced by cavity availability at our deciduous sites. Consequently, we suggest that this species should not be considered an indicator of old forest attributes in our study area, especially in view of apparent wide population fluctuations across years. Abundance estimates from N-mixture models were similar to those from capture–mark–recapture models, although the latter had greater precision. Generalized linear mixed models produced lower abundance estimates, but revealed the same relationship between abundance and snag basal area. Apparent survival estimates from N-mixture models were higher and less precise than those from CJS models. However, N-mixture models can be particularly useful to evaluate management effects on animal populations, especially for species that are difficult to detect in situations where individuals cannot be uniquely identified. They also allow investigating the effects of covariates at the site level, when low recapture rates would require restricting classic CMR analyses to a subset of sites with the most captures.
机译:最近开发了动态N混合模型以估计未标记个体的人口统计参数,同时考虑了不完善的检测。我们建议使用Dail和Madsen(:Biometrics,> 67 ,577–587)动态N混合物模型在使用前后碰撞控制设计(BACI)的操纵性实验中的应用。具体来说,我们在56个诱捕地点的一半上使用巢箱补充法对空洞专业物种北飞鼠的空洞限制的假设进行了测试。我们的主要目的是使用动态N混合模型评估腔可用量的增加对魁北克西北部落叶林中飞鼠种群动态的影响。我们将这种最新方法的丰度估计值与经典捕获-标记-捕获模型和广义线性模型的丰度估计值进行了比较。我们将明显的生存估计与Cormack–Jolly–Seber(CJS)模型的估计生存率进行了比较。 4年后,每个站点的平均招聘率为6个人。然而,我们发现腔补充对飞行中的松鼠的表观存活率和募集率没有影响。与我们的预期相反,最初的丰度不受针叶​​树基面积的影响(可食用性),而受到针叶基面积的不利影响(可食用性)。在我们的落叶地点,北方flying鼠的种群动态不受空洞可用性的影响。因此,我们建议不应将此物种视为我们研究区域中旧森林属性的指标,尤其是考虑到多年来明显的广泛人口波动。 N-混合模型的丰度估计与捕获-标记-捕获模型的丰度估计相似,尽管后者的精度更高。广义线性混合模型产生的丰度估计值较低,但揭示了丰度与断面基础面积之间的相同关系。 N-混合物模型的表观存活率估计值比CJS模型的表观生存率估计值高和低。但是,N-混合物模型对于评估管理对动物种群的影响特别有用,尤其是对于无法唯一识别个体的情况下难以发现的物种。当低捕获率要求将经典CMR分析限制在捕获率最高的站点子集时,它们还允许在站点级别研究协变量的影响。

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