“…No existing vehicle model in the 2015 Fuel Economy Datafile has a lower factor increase than 1.17 or a higher factor increase than 1.51. The location-related marginal emission factors for electric vehicles is important to accurately assess emissions from electric vehicles, and we adopt a range of estimates for regional marginal electricity grid emission factors summarized in Table S8 in the SI, wide enough to capture estimates from multiple studies, regions, seasons, and charge timing assumptions (Holland, Mansur, Muller, & Yates, 2016;Tamayao, Michalek, Hendrickson, & Azevedo, 2015;Yuksel, Tamayao, Hendrickson, Azevedo, & Michalek, 2016;Archsmith, Kendall, & Rapson, 2015). We use marginal generation mix estimates together with estimates of emissions for feedstock production emissions for coal and natural gas to produce a range of life cycle estimates associated with marginal electricity consumption (see Table S8).…”