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Mixing it up in Alaska: Habitat use of adult female Steller sea lions reveals a variety of foraging strategies

机译:将其混合在阿拉斯加:栖息地使用成年女性斯特勒海狮揭示了各种觅食策略

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摘要

From 2010 to 2015, satellite transmitters were deployed on 16 adult female Steller sea lions (AFSSLs;Eumetopias jubatus ) in three regions of Alaska because there is limited information regarding the habitat use of this age class during winter and populations have yet to recover in western Alaska. Two approaches were used to assess how static (distance to shore, sea lion site, and continental shelf break, presence on/off the continental shelf, and bathymetric depth and slope), dynamic (proportion of daylight, fraction of lunar illumination, chlorophyll‐a , wind speed, sea surface height, eddy kinetic energy, and sea surface temperature), and other (region, distinct population segment, and season) covariates affected the habitat use of AFSSLs. Multimodel inference was first used to examine diving behaviors (mean and maximum dive depths, dive frequency) with respect to covariates using linear mixed‐effects models, whereas single model inference was used to examine kernel density estimates (KDEs) of individual monthly utilization distributions (n? =? 74) in western Alaska with respect to environmental covariates using generalized additive models. Additionally, weighted coefficients from these models were examined for the population as a whole, within each individual, between?regions, and across?monthly scales. Comparisons of foraging behaviors of AFSSLs over time and space revealed pronounced individual variability within overall broader patterns. Response variables of most models were related to various combinations of predictor variables, but distance to shore was the most influential variable across all models. As expected with a non‐migratory central place forager, frequency of diving and KDEs were greater on the shelf and near?shore, though maximum dive depths increased with distance to shore. Interaction effects (proportion of day light*on/off shelf) observed for mean dive depths suggested AFSSLs were feeding on benthic species when in shelf waters near?shore, whereas they were likely feeding on vertically migrating prey species while off‐shelf. Relationships regarding diving behaviors and KDEs of AFSSLs relative to dynamic oceanographic variables were not as prominent as those observed for static environmental variables, though some signals were apparent at different scales. Overall, static environmental features likely provided more consistent sources of habitat for prey resources, thereby making them more predictable for AFSSLs.
机译:从2010年到2015年,在阿拉斯加的三个地区部署了卫星发射机,在阿拉斯加的三个地区部署了16个成年女性斯特勒海狮(AFSSLS; eumetopias jubatus),因为在冬季,居住在冬季的栖息地使用这种年龄阶级的信息有限在阿拉斯加西部恢复。使用两种方法来评估静态(岸边,海狮部位和大陆架子突破,在/关闭陆地货架和沐浴深度和坡度),动态(日光比例,月球照明的比例,叶绿素 - A,风速,海面高度,涡电能和海表面温度),以及其他(区,不同人口段和季节)的协变量影响了AFSSL的栖息地使用。首先使用多模推动来检查使用线性混合效果模型的协变量的潜水行为(均值和最大潜水深度,潜水频率),而单一模型推断用于检查单个每月利用率分布的核密度估计(KDE)(在阿拉斯加西部与使用广义添加剂模型的环境协变量相比, n?= α74)。另外,来自这些模型的加权系数是整个人口,在每个人之间,在?地区之间,以及每月尺度的人口。 AFSSLS随时间和空间的觅食行为的比较显示了整体更广泛模式中的明显个体变异性。大多数模型的响应变量与预测变量的各种组合有关,但到岸边的距离是所有模型中最有影响力的变量。如预期的非迁徙的中央地,潜水和kdes的频率更大,靠近?岸边,尽管最大潜水深度随着距离的距离而增加。为平均潜水深度观察到的相互作用效果(日光* ON / OFF SHELF)建议AFSSL在靠近岸边的架子水域时喂养了AFSSL,而他们可能在垂直迁移的猎物种类上喂食。关于相对于动态海洋变量的潜水行为和KDES的关系与静态环境变量观察到的潜水行为和KDES的关系并不突出,尽管一些信号在不同的尺度上显而易见。总体而言,静态环境特征可能提供更加一致的栖息地来源,用于猎物资源,从而使它们更可预测AFSSL。

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