Nonlinear and Threshold Effects of the Green Environment, Built Environment, and Socioeconomic Data on the Urban Vitality Index within the Fourth Ring Road in BeijingSource: Journal of Urban Planning and Development:;2026:;Volume ( 152 ):;issue: 001::page 04025089-1Author:Xiao, Xingxing
,
Han, Hongzeng
,
Li, Dong
,
Wang, Jian
,
Du, Mingyi
,
Chen, Cai
,
Wang, Lei
,
Zhang, Bai
DOI: 10.1061/JUPDDM.UPENG-6041Publisher: American Society of Civil Engineers
Abstract: Abstract This study employs Shapley Additive Explanations and an interpretable XGBoost model
to quantify the influence of various factors on the urban vitality index (UVI), revealing
the spatial distribution patterns and underlying mechanisms of key ...
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| contributor author | Xiao, Xingxing | |
| contributor author | Han, Hongzeng | |
| contributor author | Li, Dong | |
| contributor author | Wang, Jian | |
| contributor author | Du, Mingyi | |
| contributor author | Chen, Cai | |
| contributor author | Wang, Lei | |
| contributor author | Zhang, Bai | |
| date accessioned | 2026-08-20T21:02:04Z | |
| date available | 2026-08-20T21:02:04Z | |
| date copyright | 2025/12/03 | |
| date issued | 2026 | |
| identifier other | JUPDDM.UPENG-6041.pdf | |
| identifier uri | http://yetl.yabesh.ir/yetl1/handle/yetl/4313849 | |
| description abstract | Abstract This study employs Shapley Additive Explanations and an interpretable XGBoost model to quantify the influence of various factors on the urban vitality index (UVI), revealing the spatial distribution patterns and underlying mechanisms of key ... | |
| publisher | American Society of Civil Engineers | |
| title | Nonlinear and Threshold Effects of the Green Environment, Built Environment, and Socioeconomic Data on the Urban Vitality Index within the Fourth Ring Road in Beijing | |
| type | Journal Article | |
| journal volume | 152 | |
| journal issue | 1 | |
| journal title | Journal of Urban Planning and Development | |
| identifier doi | 10.1061/JUPDDM.UPENG-6041 | |
| journal fristpage | 04025089-1 | |
| journal lastpage | 04025089-16 | |
| page | 16 | |
| tree | Journal of Urban Planning and Development:;2026:;Volume ( 152 ):;issue: 001 | |
| contenttype | Fulltext |