Spatial survival analysis accounts for female-biased breeding dispersal and provides realistic estimates of true annual survival in migratory warblers

Ronald L Mumme
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Abstract

Breeding dispersal—between-season change in breeding location—is usually female-biased in birds and creates problems in accurately estimating annual survival, as conventional Cormack-Jolly-Seber (CJS) survival models cannot discriminate between mortality and undetected emigration. Recently, spatial CJS (s-CJS) models have been developed that use data on breeding dispersal within a population to account for undetected emigration and provide corrected estimates of true annual survival, a development that promises to advance avian conservation initiatives that require accurate estimates of annual survival. Using a 14-yr dataset on a color-banded population of Setophaga citrina (Hooded Warbler) in northwest Pennsylvania, I examined female-biased breeding dispersal and performance of a s-CJS model in estimating true annual survival of females and males. I also compared my findings to published literature on other migratory North American warblers, a group with many species of high conservation concern. Breeding dispersal in the S. citrina study population is strongly female-biased, with median dispersal distances of 151 m for females (n = 227) and 51 m (n = 336) for males. Although most individuals disperse short distances, the observed pattern of breeding dispersal within the study site was best modeled using a heavy-tailed Cauchy dispersal kernel, a model that indicates the presence of a substantial tail of undetected long-distance dispersal, particularly in females. Using the Cauchy model, s-CJS analysis yielded realistic estimates of S. citrina true annual survival, 0.61 for both sexes, and resolved ambiguities evident in much lower estimates of apparent annual survival, 0.45 for females and 0.54 for males, derived from conventional CJS analysis. Because long-distance breeding dispersal is widespread in migratory warblers and especially frequent in females, analyses of warbler survival should employ s-CJS methods whenever possible, as estimates of apparent annual survival derived from conventional CJS methods will in most cases poorly approximate true annual survival.
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空间生存分析考虑了雌鸟偏向繁殖的散布情况,并对迁徙莺的真实年生存率做出了现实的估计
鸟类的繁殖散布--繁殖地点的季节间变化--通常是雌性偏向的,这给准确估计年存活率带来了问题,因为传统的科马克-乔利-塞伯(Cormack-Jolly-Seber,CJS)存活率模型无法区分死亡率和未发现的迁出。最近,人们开发了空间 CJS(s-CJS)模型,该模型利用种群内的繁殖散布数据来考虑未发现的迁出,并提供真实年存活率的修正估计值。我利用宾夕法尼亚州西北部一个色带种群 Setophaga citrina(帽衫莺)的 14 年数据集,研究了雌性偏向的繁殖扩散以及 s-CJS 模型在估计雌性和雄性真实年存活率方面的性能。我还将我的研究结果与已发表的关于其他迁徙性北美莺类的文献进行了比较,北美莺类中有许多受到高度保护的物种。S.citrina研究种群的繁殖扩散具有强烈的雌性偏向,雌性的中位扩散距离为151米(n = 227),雄性的中位扩散距离为51米(n = 336)。尽管大多数个体的分散距离很短,但在研究地点内观察到的繁殖分散模式最好使用重尾Cauchy分散核模型,该模型表明存在大量未被发现的长距离分散,尤其是雌性个体。利用考奇模型,s-CJS 分析得出了雌雄 citrina 真实年存活率的实际估计值(0.61),并解决了传统 CJS 分析得出的表观年存活率估计值(雌性为 0.45,雄性为 0.54)低得多的模糊问题。由于迁徙莺的远距离繁殖扩散非常普遍,尤其是雌性迁徙莺,因此在分析迁徙莺的存活率时应尽可能采用s-CJS方法,因为在大多数情况下,传统CJS方法得出的表观年存活率估计值与真实年存活率的近似程度很低。
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