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利用几何形态测量学对斑海豹和港湾海豹头骨进行形态学识别。

Morphological identification in skull between spotted seal and harbor seal using geometric morphometrics.

机构信息

Graduate School of Bioindustry, Tokyo University of Agriculture, Abashiri, Hokkiado, Japan.

Faculty of Bioresources, Mie University, Tsu, Mie, Japan.

出版信息

J Morphol. 2021 Oct;282(10):1455-1465. doi: 10.1002/jmor.21397. Epub 2021 Jul 31.

Abstract

The morphology of the skull contains considerable ecological information about a species, because the skull contains sensory organs that are used to look for food, compete for mates, or to migrate. Spotted seals (Phoca largha) and harbor seals (Phoca vitulina) are similar in body size and pelage color but differ in habitat use and reproductive biology. The current study aims to clarify differences in the shapes of skulls in the spotted and harbor seals using geometric morphometrics and to discuss whether ecological differences can explain morphological differences in skulls. First, we discovered that the age at which the shape of skulls stopped changing was 7 years in both species, using the linear-threshold model. Using a total of 75 landmarks, 54 individuals (25 spotted seals, 29 harbor seals) that were older than the age at which skulls stopped changing were correctly identified at a rate of 100%. The total of 75 landmarks was narrowed down to eight key landmarks that resulted in an identification accuracy rate of 100% using random forests. Of the eight landmarks, seven were related to feeding apparatus, indicated that the harbor seal had a broader mouth and mandible than the spotted seal. Because of both species were dietary generalists and classified as pierce feeders, we suggested that the different features in the shapes of their skulls were caused not only by differences in their feeding behavior but also other differences related to reproductive behavior.

摘要

颅骨形态包含了有关物种的相当多的生态信息,因为颅骨包含了用于寻找食物、争夺配偶或迁徙的感觉器官。斑海豹(Phoca largha)和港海豹(Phoca vitulina)在体型和皮毛颜色上相似,但在栖息地利用和生殖生物学上存在差异。本研究旨在使用几何形态测量学来阐明斑海豹和港海豹颅骨形状的差异,并讨论生态差异是否可以解释颅骨形态的差异。首先,我们使用线性阈值模型发现,两种物种的颅骨形状停止变化的年龄均为 7 岁。使用总共 75 个地标,正确识别了 54 个年龄大于颅骨停止变化年龄的个体(25 只斑海豹,29 只港海豹),准确率为 100%。将总共 75 个地标缩小到 8 个关键地标,使用随机森林的识别准确率为 100%。在这 8 个地标中,有 7 个与摄食器官有关,表明港海豹的嘴和下颌比斑海豹更宽。由于这两个物种都是杂食性动物,被归类为刺穿食者,因此我们认为,它们颅骨形状的不同特征不仅是由于它们的摄食行为不同,还与生殖行为有关的其他差异。

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