How integrated systematics is harnessing the conservation potential of megadiverse, taxonomically complex groups

Data files used for the analysis of herbarium specimen record changes across two snapshots of a monographic database in the paper "How integrated systematics is harnessing the conservation potential of megadiverse, taxonomically complex groups".<br>The two files are:<br>1. specimen_data.csv - Each row is the data held in the monographic database for a particular specimen in a particular snapshot. The fields include an id for each specimen, the specimen species name, the coordinates of where the specimen was collected, the year the specimen was collected, indication of if the specimen was identified to species, and the snapshot that particular set of data was taken from.<br>2. name_change_data.csv - Each row is a change in the name recorded in the database for a specimen. The fields are the species name in the first snapshot, the species name in the second snapshot, and a classification of the name change.<br>Due to sensitivity issues, all species names have been replaced unique identifiers. This allows someone to reproduce the analysis described in the paper, without providing them the entire monographic database.<br>Code to reproduce the analysis can be found on Github (https://github.com/barnabywalker/monographic_db_changes_analysis).

本数据集用于论文《How integrated systematics is harnessing the conservation potential of megadiverse, taxonomically complex groups》中，针对某分类专著数据库（monographic database）两份快照的标本馆标本（herbarium specimen）记录变更展开的分析。
本次使用的数据集文件共两份，具体如下：
1. specimen_data.csv：该文件的每一行对应某份快照中单一标本在该分类专著数据库中的存储数据。字段涵盖单份标本的唯一标识、标本的物种名称、标本采集坐标、标本采集年份、标本是否经物种级鉴定的标注，以及该条数据所属的快照来源。
2. name_change_data.csv：该文件的每一行对应某份标本在数据库中记录的名称变更条目。字段包含第一份快照中的物种名称、第二份快照中的物种名称，以及该名称变更的类型分类。
出于数据敏感性考量，所有物种名称均已替换为唯一标识符。此举可使研究人员复现论文中所述的分析流程，同时无需向其披露完整的分类专著数据库内容。
复现该分析所需的代码可在GitHub平台获取（链接：https://github.com/barnabywalker/monographic_db_changes_analysis）