Data and code to replicate the analysis in "Resource pulses and human-wildlife conflicts: Linking satellite indicators and ground data on forest productivity to predict brown bear damages"

These datasets include processed data to run the analyses needed to (1) estimate the response of bear damage to year-to-year variation in beechnut production; (2) model and predict the variability in beechnut production as a response of weather cues of masting and remote-sensing indicators of vegetation growth and phenology. The raw data was compiled from the official databases of the organization responsible for damage compensation in the study area and from different online sources. Along with the data we provide METADATA files with the information about each variable present in each dataset. We also provided the analysis code (R script) used to generate statistics and some of the figures. For references and details about data processing, and analysis we refer to the original publication and its Supporting Information.

本数据集包含经处理的数据，可用于开展两类核心分析：(1) 评估熊害程度对山毛榉坚果年产量波动的响应关系；(2) 基于驱动山毛榉同步大量结实的气象信号，以及表征植被生长与物候的遥感指标，构建并预测山毛榉坚果产量的波动特征。原始数据采集自研究区域内负责害损赔偿的官方机构数据库，以及多类在线公开数据源。随本数据集同步提供元数据（METADATA）文件，内含各数据集内所有变量的详细说明。此外还附带用于生成统计结果与部分可视化图表的分析代码（R脚本）。有关数据处理与分析的参考文献及详细细节，请参阅原研究论文及其配套补充材料。