MoveTraits database

<b>Database accompanying the manuscript</b><b>"</b><b>MoveTraits - A database for integrating animal behaviour into trait-based ecology</b><b>"</b>https://doi.org/10.1101/2025.03.15.643440We present a proof-of-concept ‘MoveTraits’ database with <b>55 mammal</b> and <b>108 bird species</b> sources from open access datasets on movebank and a large open access dataset of terrestrial mammal movements published alongside Tucker et al (2023) https://doi.org/10.1126/science.abo6499 which can be downloaded here: https://zenodo.org/records/7704108. The database contains <b>5 movement traits</b> across multiple time scales: displacement distance, maximum displacement, range size (MCP), intensity of use (IoU), and diurnality.<br>MoveTraits provides movement trait data at <b>three hierarchical levels</b>: (1) summarised at the <b><i>species level</i></b>, facilitating interoperability with other species-level trait databases (files "MoveTrait.v0.1_species.sum_20250311" in file format <i>rds</i> and <i>csv</i>), (2) summarised at the <b><i>individual level</i></b> for studies on between-individual variation (files "MoveTrait.v0.1_individual.sum_20250311" in file format <i>rds</i> and <i>csv</i>), and (3) the underlying repeated movement trait estimates for each individual over time to allow for research questions at the <b><i>intra-individual level</i></b> (file "MoveTrait.v0.1_withinindividual_20250311" nested dataframe only available in <i>rds</i> format). We summarised the underlying repeated movement trait estimates at the individual level as <b>mean, median, coefficient of variation, and 5th as well as 95th percentile</b> and provided species means of centrality and variance (e.g., the mean species 95th percentile summarized from individual 95th percentiles for a given trait).Data owners contributing their data to the database are listed in Table S3.Code to reproduce the database version 0.1 can be found under the <b>Open Science Framework</b> (https://doi.org/10.17605/OSF.IO/SP8Z6).<br>

**随研究论文《MoveTraits：将动物行为整合至基于性状的生态学的数据库》配套的数据集** https://doi.org/10.1101/2025.03.15.643440<br>本研究构建了概念验证型MoveTraits数据库，其数据来源涵盖来自Movebank平台的55种哺乳动物、108种鸟类的公开数据集，以及与Tucker等人（2023）发表的大型陆生哺乳动物运动公开数据集（https://doi.org/10.1126/science.abo6499），该数据集可通过https://zenodo.org/records/7704108下载。<br>该数据库涵盖多时间尺度下的5类运动性状：移动距离、最大移动距离、活动范围面积（MCP）、利用强度（IoU）以及昼行性。<br>MoveTraits数据库提供三级层级化的运动性状数据：(1) 物种水平汇总数据，可与其他物种水平性状数据库实现互操作（对应文件为格式为rds和csv的"MoveTrait.v0.1_species.sum_20250311"）；(2) 个体水平汇总数据，用于开展个体间变异相关研究（对应文件为格式为rds和csv的"MoveTrait.v0.1_individual.sum_20250311"）；(3) 各个体随时间变化的重复运动性状原始估算值，以支持个体内水平的研究问题（对应文件为仅支持rds格式的嵌套数据框"MoveTrait.v0.1_withinindividual_20250311"）。<br>本研究将个体水平的重复运动性状原始估算值汇总为均值、中位数、变异系数以及5%和95%百分位数，并提供了物种水平的集中趋势与离散程度均值（例如，针对某一性状，由个体95%百分位数汇总得到的物种平均95%百分位数）。<br>为本数据库贡献数据的数据所有者信息详见附表S3。<br>复现该数据库0.1版本的代码可在开放科学框架（Open Science Framework，OSF）下获取（https://doi.org/10.17605/OSF.IO/SP8Z6）。

搜集汇总

背景与挑战

背景概述

MoveTraits database是一个包含55种哺乳动物和108种鸟类运动特征的数据集，涵盖5种运动特征（如位移距离、活动范围等）。数据分为物种级别、个体级别和个体内级别三个层次，支持与其它物种特征数据库的互操作，并提供了详细的统计摘要。