Summary
The global demand for food is driving the need for high-performance, sustainable agricultural systems that incorporate advanced technologies for monitoring, control, and decision-making. With the population expected to reach 9.7 billion by 2050, agriculture must boost productivity while maintaining sustainability. Precision agriculture (PA) addresses this challenge by using advanced technologies to increase yields, reduce resource waste, and minimize environmental impacts (Gebbers and Adamchuk, 2010; Delgado, Sassenrath and Mueller, 2020; El-Kader and El-Basioni, 2020). This "fourth agricultural revolution" is reshaping farming through innovations in data analytics, communication, and technology (Mohindru et al., 2021; Abdel-Basset, Hawash and Abdel-Fatah, 2024).A key aspect of s
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