Camden, Matthew C.Manke, AditiSoccolich, Susan A.Islam, MouyidMedina-Flintsch, AlejandraFeierabend, NealAlemayehu, Desta2022-10-122022-10-122022-10-12http://hdl.handle.net/10919/112138In 2021, there were 2,131 collisions, 237 fatalities, and 653 injuries at highway-railroad grade crossings (RGCs). However, these data do not include the full scope of incidents at RGCs, as they do not account for vehicle-to-vehicle collisions (e.g., a rear-end collision when a lead vehicle stopped prior to traversing the RGC). This is especially true for the classes of commercial motor vehicles (CMVs) required to stop at all RGCs prior to crossing the tracks. The Virginia Tech Transportation Institute houses valuable data that may be used to better understand CMV driver behavior (and the behavior of other drivers near the CMV) at RGCs. One naturalistic driving study, the On-Board Monitoring System Field Operational Test (OBMS FOT), includes classes of CMVs required to stop at all RGCs: tanker trucks carrying oil/gas and motorcoaches. The objective of this project was to combine the OBMS FOT datasets with the Roadway Information Database and the Federal Railroad Administration’s Highway-Rail Crossing Inventory. Specifically, the purpose of this study was to identify all RGCs traversed by CMVs in the OBMS FOT (Hammond et al., 2021) datasets; identify which of those CMVs traversing an RGC were required to stop (i.e., a placarded CMV or motorcoach); identify the number of trips included in the OBMS that involved crossing an RGC; and create a database of RGCs that can be used in a future study to examine driver behavior of CMV and passenger vehicle drivers at RGCs. The final database included 1,733 RGCs traversed by a CMV that were in the OBMS FOT study. These vehicles made 52,358 trips across the 1,733 RGCs. This includes 17,990 trips of a tanker truck and 10,087 trips of a motorcoach traversing an RGC. This newly created database can be used in future research efforts to investigate CMV driver behavior at RGCs and to develop new countermeasures to reduce RGC crashes and their resulting injuries and fatalities.application/pdfenIn Copyright (InC)transportation safetynaturalistic driving studiesRailroad grade crossingCommercial motor vehicle (CMV)Report