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tokens: This work was supported by a grant from the US Air Force Office of Scientific Research in the Basic Research Initiative “Understanding the Interaction of CMEs with the Solar–Terrestrial Environment,” and by an STFC consortium grant to the universities of Dundee and Durham. The authors thank C. Prior, M. Weinzierl, P. Wyper, and T. Whitbread for useful discussions concerning the development of this work, which made use of the Hamilton HPC Service of Durham University. SOLIS data used here are produced cooperatively by NSF/NOAO and NASA/LWS. Facility: SOLIS. Software: Python, SunPy (SunPy Community et al. 2015 ), SciPy (Jones et al. 2001 ), NumPy (van der Walt et al. 2011 ), Mayavi (Varoquaux Ramachandran 2011 ), Matplotlib (Hunter 2007 ), FRoDO (Lowder 2017 , https://github.com/lowderchris/FRoDO ).