4 citations · 5 across the 4 of their papers we have counts for
4 papers
A global framework to estimate urban spatial cycling patterns based on crowdsourced data
Robert Klein, Elias Willberg, Silviya Korpilo +1
Cycling is a cornerstone of a sustainable mobility transition in cities. Cycling research depends on the data available, but it has been difficult to produce or access these data i…
Assessing Greenspace Attractiveness with ChatGPT, Claude, and Gemini: Do AI Models Reflect Human Perceptions?
Milad Malekzadeh, Magdalena Biernacka, Elias Willberg +3
Understanding greenspace attractiveness is essential for designing livable and inclusive urban environments, yet existing assessment approaches often overlook informal or transient…
It is not always greener on the other side: Greenery perception across demographics and personalities in multiple cities
Matias Quintana, Fangqi Liu, Jussi Torkko +9
Quantifying and assessing urban greenery is consequential for planning and development, reflecting the everlasting importance of green spaces for multiple climate and well-being di…
Do Street View Imagery and Public Participation GIS align: Comparative Analysis of Urban Attractiveness
Milad Malekzadeh, Elias Willberg, Jussi Torkko +4
As digital tools increasingly shape spatial planning practices, understanding how different data sources reflect human experiences of urban environments is essential. Street View I…