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分析师的CSViewer:II. 圣地亚哥岛恒河猴种群的奠基谱系、社会群体及繁殖动态的分析工具与可视化

CSViewer for Analysts: II. Analytic Tools and Visualization of Founder Lineages, Social Groups, and Reproduction Dynamics of the Cayo Santiago Rhesus Macaque Colony.

作者信息

Zhao Martin Q, Gong Rui, Kaur Mehakpreet, Kundu Soumik, Francis George, Kensler Terry B, Guatelli-Steinberg Debbie, Maldonado Elizabeth, Kohn Luci A P, Wang Qian

机构信息

Department of Computer Science, Mercer University, Macon, Georgia, USA.

Department of Informatics and Mathematics, Mercer University, Macon, Georgia, USA.

出版信息

Am J Primatol. 2025 Jul;87(7):e70055. doi: 10.1002/ajp.70055.

Abstract

The Cayo Santiago (CS) rhesus macaque colony has raised a total of over 11,000 animals in a free-ranging setting very close to the natural environment. The well-kept individual and family records, as well as social group management data, have been a valuable source for anthropological research. However, the various sources of data have been stored in separation, and there was no straightforward way for researchers to access them directly. Since 2019, an ongoing effort supported through an NSF collaborative grant has been collecting morphology and imagery data from the CS-derived skeleton collection. One specific aim is to build an integrative database to combine newly collected osteology data (bone measurement) and existing genealogy and demographic information. A second aim is to develop a software application (codenamed as CSViewer for Analysts) to provide user-friendly interfaces for the research community to access and analyze the data. In this paper, we present a set of results generated by using standard data science tools and techniques, which help construct a holistic view of the CS rhesus colony along multiple dimensions. The matrilineal family lineage and pedigree can be visualized using various tree forms, as well as patrilineal lineages traced back to the mid-1970s. Social group evolution charts are generated and add new features to the original records. Reproduction patterns are studied in the context of group interaction and animal transfer logs. Cross-referencing between genealogy and osteology data can also be accomplished. Most of these charts are supported in the CSViewer app with convenient tooltip features to show details as needed. Selection based on attributes like founder line, sex, and birth season can be applied to tailor charts to a research project so that researchers can zoom into a data set that can best support their analytics goals.

摘要

卡约圣地亚哥(CS)恒河猴种群在非常接近自然环境的自由放养环境中总共饲养了超过11000只动物。保存完好的个体和家庭记录以及社会群体管理数据一直是人类学研究的宝贵资源。然而,各种数据源是分开存储的,研究人员没有直接的方法直接访问它们。自2019年以来,通过美国国家科学基金会(NSF)的一项合作资助进行的一项持续工作一直在从CS衍生的骨骼收藏中收集形态学和图像数据。一个具体目标是建立一个综合数据库,将新收集的骨学数据(骨骼测量)与现有的家谱和人口统计信息结合起来。第二个目标是开发一个软件应用程序(代号为“分析师CSViewer”),为研究界提供用户友好的界面来访问和分析数据。在本文中,我们展示了使用标准数据科学工具和技术生成的一组结果,这些结果有助于从多个维度构建CS恒河猴种群的整体视图。母系家族谱系和家谱可以使用各种树形形式进行可视化,父系谱系可以追溯到20世纪70年代中期。生成社会群体进化图表,并为原始记录增添新特征。在群体互动和动物转移日志的背景下研究繁殖模式。家谱和骨学数据之间的交叉引用也可以完成。这些图表中的大多数在CSViewer应用程序中得到支持,并具有方便的工具提示功能,可根据需要显示详细信息。可以根据创始系、性别和出生季节等属性进行选择,以便根据研究项目定制图表,使研究人员能够深入研究最能支持其分析目标的数据集。

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