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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

dc.contributor.authorXiao, Xingxing
dc.contributor.authorHan, Hongzeng
dc.contributor.authorLi, Dong
dc.contributor.authorWang, Jian
dc.contributor.authorDu, Mingyi
dc.contributor.authorChen, Cai
dc.contributor.authorWang, Lei
dc.contributor.authorZhang, Bai
dc.date.accessioned2026-08-20T21:02:04Z
dc.date.available2026-08-20T21:02:04Z
dc.date.copyright2025/12/03
dc.date.issued2026
dc.identifier.otherJUPDDM.UPENG-6041.pdf
dc.identifier.urihttp://yetl.yabesh.ir/yetl1/handle/yetl/4313849
dc.description.abstractAbstract 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 ...
dc.publisherAmerican Society of Civil Engineers
dc.titleNonlinear and Threshold Effects of the Green Environment, Built Environment, and Socioeconomic Data on the Urban Vitality Index within the Fourth Ring Road in Beijing
dc.typeJournal Article
dc.journal.volume152
dc.journal.issue1
dc.journal.titleJournal of Urban Planning and Development
dc.identifier.doi10.1061/JUPDDM.UPENG-6041
dc.journal.fristpage04025089-1
dc.journal.lastpage04025089-16
dc.page16
dc.treeJournal of Urban Planning and Development:;2026:;Volume ( 152 ):;issue: 001
dc.contenttypeFulltext


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