HCBC 2015 Hawaii Bleaching Analysis Ready Clustered Data (NCEI Accession 0241610)

The analysis-ready data described here result from performing hierarchical clustering of individual coral bleaching surveys conducted across the Hawaiian Archipelago in 2015. In order to resolve issues of spatial autocorrelation, the surveys were grouped into distinct clusters with a spatial resolution of 1km. This dataset contains environmental data paired for all 2015 observations, used to analyze drivers of the coral bleaching event. This dataset also contains weights assigned to each observation.

本描述中所述的已准备分析的数据，源于对2015年在夏威夷群岛范围内进行的个体珊瑚白化调查所执行的分层聚类分析。为解决空间自相关性问题，调查结果被划分为具有1公里空间分辨率的独立簇。该数据集包含了与2015年所有观测相对应的环境数据，用于分析珊瑚白化事件的影响因素。此外，本数据集还包含了分配给每个观测的权重。