Influence of sample size and machine learning algorithms on digital soil nutrient mapping accuracy

The results showed that prediction accuracy and reliability of prediction performance across multiple target variables improved with sample size, however, beyond a certain point, improvement in predictive performance became substantially negligible compared to the efforts in additional sampling.