As part of the STARS RAS project, comprehensive soil mapping was performed by MultiOne across the entire territory of the Republic of Croatia. A total of seventeen individual physical and chemical soil properties were modelled and predicted within the area of interest, along with soil classification as per the WRB Reference SOil Group (RSG) taxonomic system. Soil maps were delivered in 30 m resolution, accompanied by pixel-wise prediction quality estimates for both the physical/chemical soil property predictions and the soil classification.