Estimating Pedestrian Volumes from GIS-Derived Built-Environment Features: A Machine Learning Framework

Bahareh Golchin, Banafsheh Rekabdar, Sirisha Kothuri +1

Transportation agencies need pedestrian volume estimates across entire road networks to prioritize safety investments, yet manual counts are expensive and cover only a small share…