In this work, we tested different combinations of sampling strategies, random and conditioned Latin Hypercube (cLHS)] sample ratios (10% = 147 25% 368) to predict soil phosphorus potassium contents, previously estimated using standard laboratory protocols. Other environmental covariates, used as input data for prediction, were obtained from sources (multispectral Landsat-OLI 8 image, WorldClim ...