Causal Inference

Examining the causal impacts of the built environment on cycling activities using time-series street view imagery
This study used historical street view imagery and cyclist data from London to establish causal relationships between urban features (like vegetation, slope, and bike lanes) and cycling patterns, finding that their impacts vary by population density and providing actionable insights for urban planning.
Examining the causal impacts of the built environment on cycling activities using time-series street view imagery
Examining the Causal Impacts of the Built Environment on Cycling Activities Using Time-series Street View Imagery
I attended IATBR 2024 in Vienna, Austria this week and presented my work on the causal impacts of visual elements on cyclist activities!
Jul 15, 2024 12:00 AM University of Vienna, Austria
Examining the Causal Impacts of the Built Environment on Cycling Activities Using Time-series Street View Imagery