Measurement of urban vitality and the influence mechanism of the built environment on it based on multi-source data: A case study of Yantai City.

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Title: Measurement of urban vitality and the influence mechanism of the built environment on it based on multi-source data: A case study of Yantai City.
Authors: Zhang Y; School of Resources and Environmental Engineering, Ludong University, Yantai, China., Wang X; School of Resources and Environmental Engineering, Ludong University, Yantai, China., Wang L; School of Resources and Environmental Engineering, Ludong University, Yantai, China., Zhang Y; School of Resources and Environmental Engineering, Ludong University, Yantai, China., Ye Y; College of Architecture and Urban Planning, Tongji University, Shanghai, China., Jiang H; School of Resources and Environmental Engineering, Ludong University, Yantai, China., Chi Y; Land and Resources Reserve and Utilisation Centre, Zhaoyuan, China., Liu G; School of Hydraulic and Civil Engineering, Ludong University, Yantai, China., Yao S; Nanjing Institute of Geography and Lake Research, Limnology of Chinese Academy of Sciences, Nanjing, China.
Source: PloS one [PLoS One] 2026 Mar 05; Vol. 21 (3), pp. e0343003. Date of Electronic Publication: 2026 Mar 05 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE
Database: MEDLINE Ultimate
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ISSN:1932-6203
DOI:10.1371/journal.pone.0343003