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Geoinformatics, combined with the Internet of Things (IoT), is revolutionizing crop yield estimation by integrating remote sensing, GIS, and sensor-based technologies. High-resolution satellite imagery, UAVs, and multispectral sensors help in monitoring crop health, growth stages, and environmental conditions. IoT-enabled sensors placed in fields collect real-time data on soil moisture, temperature, humidity, and nutrient levels, providing precise inputs for yield prediction models.  

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