Integrating crowdsourced data in the built environment studies: A systematic review

Q Yang, B Zhang, J Chen, Y Song, X Shen - Journal of Environmental …, 2025 - Elsevier
The integration of crowdsourced data has become central to contemporary built environment
studies, driven by the rapid growth in digital technologies and participatory approaches that …

Spatial quality optimization analysis of streets in historical urban areas based on street view perception and multisource data

J Xu, J Wang, X Zuo, X Han - Journal of Urban Planning and …, 2024 - ascelibrary.org
Historic urban areas are unique spaces that carry collective memories and cultural identities,
and their spatial quality significantly contributes to urban development and vitality. The …

[PDF][PDF] Generative Pre-Trained Transformers for 15-Minute City Design

R Deshpande, SV Patel, C Weijenberg… - … : Proceedings of the …, 2023 - researchgate.net
Cities globally are adopting “The 15-Minute City” as an urban response to various crises,
including the Covid-19 Pandemic and climate change. However, the challenge of linking …