Modeling the spatial relationship between bike-sharing stations and urban centrality using geographical weight variables

This study explores a new approach for including spatial characteristics in machine learning models based on a kernel function in a station-based bike-sharing (SBBS) dataset. On the basis of existing research on geographically weighted statistical methods, we propose a method for transforming spatia...

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Bibliographic Details
Main Authors: Jianyu Li, Mingxing Hu, Xinyu Zhang, Bing Han, Junheng Qi, Jiemin Zheng, Hui Wang
Format: Article
Language:English
Published: Elsevier 2025-08-01
Series:International Journal of Applied Earth Observations and Geoinformation
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Online Access:http://www.sciencedirect.com/science/article/pii/S1569843225003978
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