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We conducted spatial modelling for areas in Italy featuring shallow clay landslides moving on gentle slopes. To do so, we used the Italian National Inventory (IFFI) and we employed a slope unit-based Generalised Additive Model (GAM) and utilised Land Surface Temperature (LST) data from MODIS, accessible in Google Earth Engine.