Understanding metro station areas’ functional characteristics via embedding representation: A case study of shanghai

Understanding metro station areas’ functional characteristics via embedding representation: A case study of shanghai

Abstract As crucial transportation hubs for urban travel, metro stations catalyze the transformation of their surrounding areas into highly prominent locations where many activities converge. Uncovering the functional attributes of station areas holds immense significance in comprehending citizens’...

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Bibliographic Details
Main Authors: Heping Jiang, Ruihua Liu, Shijia Luo, Disheng Yi, Jing Zhang
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Metro station area
Functional characteristics
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Online Access:https://doi.org/10.1038/s41598-025-87336-6
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