Fisheries Resources Institute, Japan Fisheries Research and Education Agency, Yokohama, Kanagawa, Japan.
The Institute of Cetacean Research, Tokyo, Japan.
PLoS One. 2023 Jun 21;18(6):e0287010. doi: 10.1371/journal.pone.0287010. eCollection 2023.
The waters off Sanriku (located on the northeastern coast of Honshu Island, Japan) provide the southernmost habitats of northern fur seals (Callorhinus ursinus) during winter and spring in the western North Pacific. The southward flowing cold Oyashio current and northward-flowing warm Kuroshio extension mix there, making the area highly productive. Northern fur seals migrate into these waters from the breeding rookeries for feeding, and the locations of the southern margins of their habitats vary yearly. The key questions for understanding the seasonal migration patterns are "why" and "how" the species utilize these waters as the southernmost habitat. We estimated the density and abundance of northern fur seals using standard line-transect theory combined with habitat modeling. The spatial patterns of animal density were analyzed using generalized additive models with seven static and dynamic environmental covariates, and those covariates were selected based on Akaike's information criterion (AIC). The lowest AIC model included depth, sea surface temperature, slope, and gradient in sea surface temperature. This model estimated well the spatial patterns of the density of the species, in which fur seals were widely distributed in the study areas, but less frequently encountered between the isobaths 100 m and 200 m. These spatially separated habitats suggest that the shelf break and offshore front play an important role in creating the feeding grounds of fur seals. On the other hand, sea surface temperature positively correlated with fur seals' density up to 14°C. This may indicate that further warm waters work as a temperature barrier, and fur seals concentrate on the edge of suitable temperature ranges.
本州岛(日本列岛四大岛之一)东北部的三陆海域是西北太平洋北部海狗(Callorhinus ursinus)在冬季和春季的最南端栖息地。那里有南下的亲潮寒流和北上的黑潮暖流交汇,使该地区生产力极高。北部海狗从繁殖地洄游到这些水域觅食,其栖息地最南端的位置每年都在变化。了解其季节性洄游模式的关键问题是“为什么”和“如何”利用这些水域作为最南端的栖息地。我们使用标准的线截距理论结合栖息地模型来估计北部海狗的密度和丰度。使用广义加性模型和七个静态和动态环境协变量来分析动物密度的空间格局,这些协变量是根据赤池信息量准则(AIC)选择的。最低 AIC 模型包括深度、海面温度、坡度和海面温度梯度。该模型很好地估计了该物种密度的空间格局,海狗在研究区域内广泛分布,但在等深线 100 米和 200 米之间的区域较少出现。这些空间上分离的栖息地表明,陆架坡折和外陆架前缘在形成海狗觅食场方面发挥了重要作用。另一方面,海面温度与海狗密度呈正相关,最高可达 14°C。这可能表明,更温暖的海水进一步起到了温度障碍的作用,海狗集中在适宜温度范围的边缘。