Coastal oceanographic connectivity at global scale: A dataset of pairwise probabilities and travel times derived from biophysical modeling
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The dataset encompasses two components: (1) a GeoPackage file (referencePolygons.gpkg) designed for geographic information systems (GIS), containing the spatial distribution of the hexagon-shaped coastal sites, each with a unique identifier (id), and (2) a comma-separated values compressed file (oceanographicConnectivity.csv.zip) containing a matrix detailing the realized connections between pairs of sites. This matrix includes information on the source site (id), sink site (id), date of particle release (day, month, year), and the corresponding travel time expressed in days.Users have two primary options for utilizing the dataset: they can either work directly with the geospatial vector for GIS, paired with the corresponding matrix of realized connections, to retrieve pairwise connectivity estimates between coastal sites globally, or they can use the coastalNet R package for streamlined access and analysis.For users opting to work within a GIS environment, the geospatial vector file contains the spatial distribution of the coastal hexagons, each identified by a unique ID. By identifying the source and sink sites of interest within the spatial data, users can retrieve the corresponding hexagon IDs. These IDs can then be cross-referenced with the matrix of realized connectivity events, which includes information on particle release date, source ID, sink ID, and travel time. This allows users to easily extract the specific connectivity events between selected sites, providing a flexible and detailed approach to analyzing connectivity patterns directly within GIS.For users opting to work within R, the coastalNet package can facilitate the use of the provided oceanographic connectivity estimates. It offers a comprehensive suite of functions for accessing, analyzing, and visualizing connectivity data. Check https://github.com/jorgeassis/coastalNet for additional information.
本数据集包含两个组成部分:(1) 面向地理信息系统(Geographic Information System, GIS)的GeoPackage格式文件(referencePolygons.gpkg),其中存储了六边形海岸站点的空间分布数据,每个站点均配有唯一标识符(id);(2) 逗号分隔值压缩文件(oceanographicConnectivity.csv.zip),其中包含描述站点间实际连通性的矩阵数据。该矩阵涵盖源站点(id)、汇站点(id)、颗粒物释放日期(日、月、年)以及以天为单位的相应运移时长信息。 用户可通过两种主要途径使用本数据集:其一,直接结合面向GIS的空间矢量数据与对应实际连通性矩阵,获取全球范围内海岸站点间的成对连通性估算结果;其二,使用coastalNet R软件包实现便捷的数据访问与分析。 针对选择GIS环境开展分析的用户,该空间矢量文件存储了六边形海岸站点的空间分布信息,每个站点均配有唯一ID。用户可在空间数据中定位目标源站点与汇站点,获取对应的六边形ID,随后将这些ID与实际连通性事件矩阵进行交叉比对——该矩阵包含颗粒物释放日期、源站点ID、汇站点ID以及运移时长信息,从而可快速提取选定站点间的特定连通性事件,为在GIS环境中直接分析连通性模式提供灵活且详尽的研究方案。 针对选择R语言环境开展分析的用户,coastalNet软件包可简化所提供的海洋连通性估算数据的使用流程,该包提供了一套完整的函数集,用于连通性数据的访问、分析与可视化。更多信息可访问https://github.com/jorgeassis/coastalNet。



