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C. S. Ogbonnaya

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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 · 0 citations

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