Nonlinear and synergistic effects of demographic characteristics on urban polycentric structure using SHAP
Abstract Polycentric urban development is promoted by urban planners and policy makers for its perceived benefits of alleviating urban issues. Theoretically, a polycentric urban structure is formed when different demographic groups present a collection of diverse and unique housing location preferen...
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| Main Authors: | Yichen Ruan, Xiaoyi Zhang, Mingyu Zhang, Feiyang Sun, Qiuxiao Chen |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2024-12-01
|
| Series: | Scientific Reports |
| Subjects: | |
| Online Access: | https://doi.org/10.1038/s41598-024-81076-9 |
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