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利用动态 N 混合物模型检验通过实验巢箱补充对北方飞鼠种群参数的洞限效应。

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

机构信息

Chaire industrielle CRSNG-UQAT-UQAM en Aménagement Forestier Durable, Institut de Recherche sur les Forêts, Université du Québec en Abitibi-Témiscamingue 445 boul. de l'Université, Rouyn-Noranda, QC, J9X 5E4, Canada ; Centre d'Étude de la Forêt, Université du Québec en Abitibi-Témiscamingue 445 boul. de l'Université, Rouyn-Noranda, QC, J9X 5E4, Canada.

Centre d'Étude de la Forêt, Université du Québec en Abitibi-Témiscamingue 445 boul. de l'Université, Rouyn-Noranda, QC, J9X 5E4, Canada.

出版信息

Ecol Evol. 2014 Jun;4(11):2165-77. doi: 10.1002/ece3.1086. Epub 2014 May 5.

Abstract

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 (2011: 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.

摘要

动态 N 混合物模型最近已被开发出来,用于在考虑不完全检测的情况下估算未标记个体的人口参数。我们提出了一种应用 Dail 和 Madsen(2011:Biometrics,67,577-587)动态 N 混合物模型的方法,该模型用于使用前后对照影响设计(BACI)的操纵实验。具体来说,我们使用巢箱补充法检验了一种洞穴专业物种北方飞鼠的洞穴限制假说,该方法在 56 个陷阱点中的一半上进行。我们的主要目的是使用动态 N 混合物模型评估在魁北克西北地区落叶林增加洞穴可利用性对飞鼠种群动态的影响。我们将这种新方法的丰度估计与经典捕获-标记-再捕获模型和广义线性模型的估计进行了比较。我们将明显的存活率估计与 Cormack-Jolly-Seber(CJS)模型的估计进行了比较。4 年后,每个地点的平均招募率为 6 只。然而,我们没有发现洞穴补充对飞鼠的明显存活率和招募率有影响。与我们的预期相反,初始丰度不受针叶树基部面积(食物可利用性)的影响,而受树桩基部面积(洞穴可利用性)的影响。北方飞鼠的种群动态在我们的落叶林地点不受洞穴可利用性的影响。因此,我们建议在我们的研究区域内,该物种不应被视为古老森林属性的指标,特别是考虑到多年来明显的广泛种群波动。N 混合物模型的丰度估计与捕获-标记-再捕获模型的估计相似,尽管后者更精确。广义线性混合模型产生的丰度估计较低,但揭示了丰度与树桩基部面积之间的相同关系。N 混合物模型的明显存活率估计高于 CJS 模型,但不太精确。然而,N 混合物模型对于评估管理对动物种群的影响特别有用,特别是对于那些在个体无法唯一识别的情况下难以检测的物种。当低再捕获率需要将经典 CMR 分析限制在具有最多捕获的一小部分地点时,它们还允许在站点级别上调查协变量的影响。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a2af/4201431/975b67c3b441/ece30004-2165-f1.jpg

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