Study on the Relationship Between Urban Services Facilities and Carbon Emissions in Guangzhou Based on Multi-Source Data

Large cities are often faced with serious carbon emission problems caused by rapid urban expansion, and it is urgent to optimize urban services facilities while achieving energy conservation and emission reduction. Based on the original point text data of various service facilities in Guangzhou and the grid data of monthly average carbon emissions in 2022, this study explores the relationship between urban services facilities and carbon emissions in Guangzhou by using spatial autocorrelation method and Geodetector.The results show that urban carbon emissions are closely related to the spatial distribution of urban services facilities, and traffic service facilities have the greatest influence on the spatial distribution of urban carbon emissions. Based on these research findings, corresponding recommendations and measures for effectively reducing carbon emissions in the development of urban service infrastructure are proposed.