“…In African climate research, the use of MMEs, such as CMIP5 and CMIP6, are common (e.g., Almazroui et al, 2020; Creese & Washington, 2018). Studies of the climate change impact on heritage is often limited to regional climate models that target specific heritage sites (e.g., Bonazza et al, 2021; Kotova et al, 2023), cities (e.g., Vandemeulebroucke et al, 2021), countries (e.g., Hedayatnia et al, 2021; Orr et al, 2018) or continents (Sabbioni et al, 2010). There has been some engagement with reanalysis datasets such as ERA5 (e.g., Choidis et al, 2021; Nikolova et al, 2021; Vyshkvarkova & Sukhonos, 2023) and MERRA2 (e.g., Rosu et al, 2020) to study the potential pressures of changing climate on heritage, but these datasets relate only to past climate.…”