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Agroecology, which merges ecological principles with agricultural practices, offers a pathway to food security while ensuring environmental sustainability. However, its implementation faces challenges stemming from ineffective ecological resource monitoring, predetermined climate conditions, and insufficient real-time data for precision farming and well-informed decision-making. The aimed first, to develop models that monitor soil health and predict crop yields under different agroecological conditions powered by ...