Research data.rar

1. Biantun_toponyms_points.shp: Point data of Biantun toponyms in Yunnan. Used for kernel density analysis, Geographically weighted regression, standard deviation ellipse, etc.2. Ethnic_minority_points.shp: Point data of minority toponyms in Yunnan. Used to generate the distribution map of minority toponyms.3. dem_Yunnan.tif: Extract elevation, slope.4. Population distribution: Including the early Ming, mid-Ming dynasty, late Ming dynasty, and Qing dynasty population distribution. Used to extract the number of people corresponding to Biantun toponym points and generate Geo-informatic Tupu.5. rivers.shp: Extract the nearest distance from the Biantun toponym point to the water system.

1. Biantun_toponyms_points.shp：云南省边屯（Biantun）地名点矢量数据，可用于核密度分析、地理加权回归（Geographically weighted regression）、标准差椭圆等空间分析方法。2. Ethnic_minority_points.shp：云南省少数民族地名点矢量数据，用于生成少数民族地名空间分布图。3. dem_Yunnan.tif：云南省数字高程模型（Digital Elevation Model, DEM）数据，可提取高程、坡度信息。4. 人口分布数据集：涵盖明代早期、明代中期、明代晚期及清代的人口分布数据，用于提取边屯地名点对应的人口数量并生成地理信息图谱（Geo-informatic Tupu）。5. rivers.shp：水系矢量数据，可用于提取边屯地名点到水系的最近距离。