# Subjectively Measured Streetscape Perceptions to Inform Urban Design Strategies for Shanghai

> Research article (ISPRS International Journal of Geo-Information, 2021) · cited 69× · AI/ML

**Wikidata**: [openalex:W3184563394](https://www.wikidata.org/wiki/openalex:W3184563394)  
**Source**: https://4ort.xyz/entity/subjectively-measured-streetscape-perceptions-to-inform-urban-design-strategies-for-shanghai