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Association between Built Environment and Bus Usage among Older Adults: Urban–Rural Differences in the Nonlinearities

Public transport improves mobility and well-being for the rapidly aging population. However, few planning interventions have addressed the urban–rural disparity in bus usage among older adults. Using data from Zhongshan, China, this study adopts the eXtreme Gradient Boosting (XGBoost) model to exami...

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Glavni autori: Bozhezi Peng, Lanjing Wang, Jiani Wu, Chaoyang Li, Tao Wang, Shengqiang Yuan, Yi Zhang
Format: Artigo
Jezik:Inglês
Izdano: MDPI AG 2024-09-01
Serija:ISPRS International Journal of Geo-Information
Teme:
urban–rural differences
nonlinearities
built environment
XGBoost
bus use
older adults
Online pristup:https://www.mdpi.com/2220-9964/13/9/316
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