Digital soil mapping in Bogor, Indonesia was improved by using parent material information. Researchers found that including parent material data increased the accuracy of predicting soil classes. By combining various factors like topography, soil, organisms, and parent materials, they achieved the highest accuracy levels. The study showed that detailed soil maps can enhance the accuracy of digital soil mapping in regions with complex volcanic materials.