Analysis of spatial layout and influencing factors of express delivery pickup points in Nanning based on POI data
With the rapid development of e-commerce and the stimulation of excellent online shopping conditions,online shop-ping has undergone rapid development.The rapid growth of online shopping has led to an urgent need for China’s express logis-tics to establish a reasonable logistics configuration.Establishing an efficient logistics resource allocation method,improving the timeliness of end delivery services,and solving the actual"last mile"problem of logistics have become the key to reducing the burden of distribution logistics.Therefore,based on the POI data of 12 districts and counties under Nanning City,including Caini-ao Yizhan and China Post Express,this article uses mathematical statistics,spatial geographic analysis,and other research meth-ods to study the basic spatial characteristics and distribution patterns of Nanning City’s express pickup points.From the perspec-tive of economic factors,traffic factors,population distribution factors,and other multiple factors,this article explores the layout mode of Nanning City’s express pickup points and proposes optimization strategies and suggestions.
express pickup pointkernel densitypoints of interestspatial arrangement