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Gonzalez Zarate, O.J
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Authors
Rodolfo, T.A
Gonzalez Zarate, O.J
Gonzalez Aguilera, C
Topics
Artificial Intelligence, Big Data, and Advanced Analytics in Agriculture
Type
Oral
Year
2026
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1. An Interpretable Machine Learning Framework for Soil Nutrient Assessment Based on pH and Electrical Conductivity

Understanding how the physical and chemical properties of soil influence nutrient availability is fundamental for advancing precision agriculture, as these properties directly affect the efficiency of macro- and micronutrient absorption by plants. In recent years, the increasing availability of open agricultural datasets has created new opportunities for developing data-driven frameworks capable of supporting large-scale soil assessment and decision-making. However, the effective integration of... T.A. Rodolfo, O.J. Gonzalez Zarate, C. Gonzalez Aguilera