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The purpose of this study is to investigate the spatio-temporal pattern and spatial effect of tourism in a single city. Firstly,the mobile signaling data is used to verify the objective existence of tourism temporal and spatial patterns and spillover effects.Secondly, multi-period POIs data combined with the spatial Dubin model (SDM) are used to clarify the spatial spillover effect betweenscenic spots in Xiamen. This study provides a reference for the optimal allocation of tourism space with the help of spatio-temporalbig data.

asia pacific journal of tourism research

Research on the spatial-temporal pattern and spatial spillover effect of tourism based on mobile signaling and POIs data: a case study of Xiamen city, southeast China