A Study of the Non-Linear Relationship Between Urban Morphology and Vitality in Heritage Areas Based on Multi-Source Data and Machine Learning: A Case Study of Dalian
The preservation of historic heritage not only fosters cultural significance and socio-economic development, but also enhances urban competitiveness. Investigating the vitality of historic urban areas is crucial for measuring their developmental attractiveness, contributing to more effective preserv...
Saved in:
| Main Authors: | He Li, Li Miao |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2025-04-01
|
| Series: | ISPRS International Journal of Geo-Information |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2220-9964/14/4/177 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Understanding the role of urban block morphology in innovation vitality through explainable machine learning
by: Yichen Ruan, et al.
Published: (2025-07-01) -
Study on the correlation between rail station area vitality and built environment
by: Wangyang Gui, et al.
Published: (2025-08-01) -
An approach for heritage settlement classification using block patterns: The study of 37 typical colonial heritage settlements in the Americas
by: Wei Wei, et al.
Published: (2025-08-01) -
Investigating the Nonlinear Relationship Between the Built Environment and Urban Vitality Based on Multi-Source Data and Interpretable Machine Learning
by: Wenhao Liu, et al.
Published: (2025-04-01) -
Pedestrian vitality characteristics in pedestrianized commercial streets-considering temporal, spatial, and built environment factors
by: Haitao Lian, et al.
Published: (2025-06-01)