Open access
Oct 2026
Comparative assessment of machine learning algorithms and Ordinary Kriging for predictive mapping of soil clay content in a tropical Guinea Savanna
Cubist was the best-performing model among the evaluated configurations, demonstrating the potential of ML-based digital soil mapping for clay characterization and soil resource management in data-scarce tropical environments.
Y. A. Awwal, S. M. Yahaya, C. S. Ogbonnaya
· Discover Soil · 0 citations