Keywords: SOC; soil organic carbon; SFC; seasonal fractional cover data; RF; random forest; BRT; boosted regression trees; SVM; support vector machine; RMSE; root-mean-square error; C; carbon; DSM; digital soil mapping; DEM; digital elevation model; SLGA; Soil and