... Many studies that have quantified the impact of weather on railways have focused on the effect on operations such as train delays and network disruption (Brazil, White, Nogal, et al., 2017;Chen & Wang, 2019;Fabella & Szymczak, 2021;Ferranti, Chapman, Lee, et al., 2018;Greenham, Ferranti, Quinn, et al., 2020;Jaroszweski, Hooper, Baker, et al., 2015;Ludvigsen & Klaeboe, 2014;Ochsner & Palmqvist, 2022;Palmqvist, Olsson, Winslott, et al., 2017;Xia, Van Ommeren, Rietveld, et al., 2013;Zakeri & Olsson, 2018). Typically, these studies focus on specific regions and short-term impacts (Wang, Qu, Yang, et al., 2020) as well as specific combinations of weather variables and railway asset types, such as heat and track (Dobney, Baker, Chapman, et al., 2009. There are fewer studies that investigate a range of weather variables or a range of asset fault types, and even fewer that take a more holistic approach (Fisher, 2021). ...