We are grateful to Professor Chris Kilsby and Dr Vassilis Glenis at Newcastle University for providing the updated Spatial Urban Weather Generator. The data displayed in the maps can be found at https://doi.org/10.15125/BATH-00666. [61] Liu, C . Dataset for current and future test reference years at a 5km resolution, UK: University of Bath Research Data Archive, 2019.