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Full Description
This new book, Demystifying Sustainable Farming Using Smart Technologies, helps to bridge the gap between traditional agricultural practices and the technological innovations that are revolutionizing the field, focusing on the transformative potential of artificial intelligence (AI) and machine learning (ML) in agriculture.
Covering myriad topics that encompass the essence of smart agriculture, the book highlights the concept of Agriculture 5.0, covering its scope and challenges. It looks at sustainable agriculture from various angles, proposing technological means for increasing efficiency with regard to supply chain, pest control, farming techniques, climate change, irrigation, and more. From precision farming and predictive analytics to automated machinery and IoT-enabled devices, each chapter unveils the practical applications of technology in agriculture. These innovations are not only making farming more efficient but are also paving the way for more resilient and adaptable agricultural systems.
Technologies covered in the book include agricultural drones and robotics, the Internet of Things, blockchain technology, image processing-based applications, smart monitoring devices, augmented and virtual reality applications, data-driven mobile apps, and more.
By harnessing the power of these technologies, we can optimize crop yields, enhance resource efficiency, and make informed decisions that promote sustainability. This volume highlights the integration of AI and ML into farming practices to address some of the most pressing challenges in agriculture today.
Contents
Preface 1. Introduction to Agriculture 5.0 2. Agriculture 5.0: Future and Challenges 3. The Rise of Agri-Drones: Transforming Food Supply Chains Through Robotics and Smart Devices in Agriculture 4. Smart Agriculture (IoT) Contribution to Environmental, Social, and Economic Sustainability 5. Smart Irrigation: Farming Instilling Blockchain and Internet of Agricultural Things (IoAT): Focusing Groundwater Scarcity, Ensuring Futuristic Sustainable Farming 6. Image Processing-Based Applications for E-Pest Control Systems 7. Drone-Based Food Supply Chain: Applications and Challenges 8. Development of Prediction Equations for Estimating the Biomass of Standing Trees 9. Data-Driven Approaches for Sustainable Farming: Decision Support System 10. Smart and Secure Monitoring Devices for E-Agriculture 11. Mathematical Algorithms in the Convergence of AI and IoT in Agriculture 12. Precision Farming Technologies: Transforming Agriculture for a Sustainable Future 13. Internet of Climate Change Things (IoCCT) for Sustainable Agricultural Production 14. Technologies for Precision Farming 15. Augmented and Virtual Realities and Data-Driven Mobile Apps as a Panacea for Sustainable Agriculture 16. Cyber Biosecurity in Food and Agriculture 17. AI-Based Approaches for Smart Agriculture 18. Blockchain for Smart Farming and Agriculture 19. Cultivating a Greener Future: Agriculture 5.0 and the Dawn of Sustainable Farming 20. Future and Challenges in Agriculture 21. Advances in Precision Disease Identification: Cutting-Edge Diagnostic Tools and Techniques Index
