摘要
Abstract
The spatial layout of public service facilities has a significant impact on improving the quality of human settlements and enhancing regional economic vitality.POI data can help us understand the relevant geographical information of the city,and these data can be presented in a visual way.Based on the data of four types of public service points of interest in four types of public service facilities in Baoshan District,including education,medical care,sports,and shopping facilities,the paper uses spatial analysis methods,such as kernel density analysis,spatial autocorrelation,and standard deviation ellipse,etc.,to study the spatial layout characteristics and correlation of public service facilities in this area,with a view to provide a reference for optimizing the spatial layout of public service facilities in Baoshan District.关键词
公共服务设施/POI/宝山区/GISKey words
public service facilities/POI/Baoshan District/GIS分类
建筑与水利
