Soil thickness (ST) plays an important role in regulating soil processes, vegetation growth and land suitability. Therefore, it has been listed as one of twelve basic properties to be delivered GlobalSoilMap project. However, ST prediction reported with poor performance previous studies. Our case study is located the intensive agriculture Beauce area, central France. In this region, mainly depe...