Figure 1

Aerial Image Road Traffic Collision Methodological Pipeline. Plots and images shown here were generated for illustrative purposes only. Maps were generated in R using software v4.3.0 (https://www.R-project.org/) and imagery were sourced from the EDINA Aerial Digimap Service (https://digimap.edina.ac.uk/aerial).