AI and Data Analytics in Precision Agriculture for Sustainable Development

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AI and Data Analytics in Precision Agriculture for Sustainable Development

Agricultural science Databases Artificial intelligence

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Collection: Studies in Computational Intelligence

Language: English

Published by: Springer

Published on: 2nd July 2025

Format: LCP-protected ePub

ISBN: 9783031930874


Overview of Modern Agriculture Technologies

This book offers a comprehensive analysis of artificial intelligence (AI) and data analytics in precision agriculture. The integration of technology in agriculture is revolutionizing traditional farming practices, paving the way for sustainability. Precision farming, powered by AI, IoT, and big data, optimizes resource use by enabling real-time monitoring of soil health, weather conditions, and crop growth. Automated irrigation systems and drones reduce water wastage and enhance productivity.

Biotechnology and Space-Efficient Farming

Biotechnology advances, such as genetically modified crops and CRISPR gene editing, improve yield, pest resistance, and climate adaptability. Vertical farming and hydroponics offer space-efficient solutions, minimizing land degradation and water consumption. Robotics and autonomous machinery streamline labor-intensive tasks, reducing reliance on chemical inputs.

Supply Chain Transparency and Sustainable Practices

Blockchain ensures transparency in the food supply chain, promoting fair trade and reducing food fraud. Renewable energy sources, like solar-powered farms, further lower agriculture’s carbon footprint. By adopting these innovations, farmers can produce more with fewer resources, ensuring food security while preserving the environment.

Future Outlook

Embracing technology-driven agriculture is crucial for meeting global food demands sustainably, combating climate change, and fostering economic resilience in farming communities. The future of agriculture lies in intelligent, data-driven, and eco-friendly solutions that balance productivity with environmental stewardship.

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