A large scale of field-test investigation was conducted in Beijing using Video Drive Recorder (VDR) which could record image in front of the vehicle. Fifty taxis equipped with VDR were used to collect data in real traffic environments for a whole year and a large volume of naturalistic driving data including crashes and near-crashes was collected. This paper analyzed the pre-event man... https://www.tourettebrewing.com/