Research on Spatial Distribution Characteristics and Influencing Factors of Hotels in Shandong Province Based on POI Data
The data from 31 302 hotels POI data in Shandong province by ArcGIS10.7 software was used.Then,the spatial layout characteristics and related influencing factors of Shandong province hotels were analyzed.It is found out that hotels in Shandong Province exhibit a clustered distribution,with a spatial distribution pattern of"large clusters in Jinan and Qingdao centers,high clusters in other city centers"and diffusion from the city center to the periphery;there are significant differences in distribution among different cities,with uneven distribution among districts and counties;the key factors affecting the distribution of hotels in Shandong Province are population,general public budget income,per capita disposable income,and the number of A-level tourist attractions.The per capita GDP has little impact on the distribution of hotels.
POI dataShandong Provincespatial distribution of hotels