The environmental impacts of transportation fuels are often thought of as only the tailpipe combustion emissions. In reality, there is an entire supply chain that must be considered. In this study, Cooney et al. examine the full impacts of U.S. fuels using open-source and engineering-based Life Cycle Analysis models.