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Mariana F. Veloso

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Open access Sep 2026

Coupling Soil Testing Data with Machine Learning Algorithms to Predict Plant Responses to Phosphorus in Sub-Saharan Africa

Optimizing phosphorus (P) management in agriculture is critical for food security and sustainable development. In this study, using maize as a model crop, we propose and validate a machine learning–based framework that integrates soil testing data, management practices, and climatic variables to improve estimates of...

O. H. Ologunde, Mariana F. Veloso, D. S. M. Valente et al. · 0 citations

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