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