Many years ago I briefly worked as a road surveyor. The job involved walking five to ten miles of road a day, painstakingly measuring every road irregularity (e.g. potholes) and recording the data on a handheld computer. The data was then used by the local authority to identify the most damaged roads and schedule road repairs.
This was in the days before the availability of commercial GPS