Automated Detection and Site-scale Vegetation Shift Analysis for Individual Heritage Buildings along the Great Wall

This dataset includes two compressed files. The first, IHB_Dataset.zip, contains the training and testing samples used for developing the IHBSegNet model, along with the quantitative results of site-scale vegetation density dynamics across the Fugu, Shenmu, and Yuyang sections of the Great Wall. The data is provided in XLSX format, where the 2nd and 5th columns correspond to the Net Class Shift and Mean Class Shift metrics, respectively. The second file, IHB_Supplementary_Dataset.zip, includes supplementary data consisting of unsupervised clustering results and annual vegetation shift statistics, along with associated scripts to facilitate statistical analysis and data visualization.

本数据集包含两个压缩文件。第一个文件为IHB_Dataset.zip，内含用于开发IHBSegNet模型的训练与测试样本，以及长城沿线府谷、神木、榆阳段的站点尺度植被密度动态量化结果。该数据以XLSX格式存储，其中第2列与第5列分别对应净类别偏移（Net Class Shift）与平均类别偏移（Mean Class Shift）指标。第二个文件为IHB_Supplementary_Dataset.zip，内含补充数据，包括无监督聚类结果、年度植被偏移统计数据，以及用于辅助开展统计分析与数据可视化的配套脚本。