Understanding nonlinear and synergistic effects of the built environment on urban vibrancy in metro station areas

Transit-oriented development (TOD) has long been recognized as a significant model for prospering urban vibrancy. However, most studies on TOD and urban vibrancy do not consider temporal differences or the nonlinear effects involved. This study applies the gradient boosting decision tree (GBDT) mode...

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Detalles Bibliográficos
Autores principales: Peng, Jiandong, Hu, Yiwen, Liang, Chao, Wan, Qiuyu, Dai, Qi, Yang, Hong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2023
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9995723/
http://dx.doi.org/10.1186/s44147-023-00182-z

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9995723/
http://dx.doi.org/10.1186/s44147-023-00182-z

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