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Full Description
The purpose of this book is to explore the fundamentals and implementation strategies of smart agriculture through the integration of artificial intelligence and Internet of Things technologies. It examines critical aspects of planning and decision-making while providing recommendations for implementing efficient and effective intelligent agriculture solutions. Readers will gain valuable insights into how these smart technologies enhance productivity, sustainability, and precision in contemporary technology-driven farming systems.
This book:
Discusses artificial intelligence-based 3D mapping of soil, smart weeding systems, and crop visualization in smart agriculture
Covers data analytics-based decision-making, improving crop quality based on precise prediction, minimizing the use of pesticides for better soil quality, and precision farming systems
Examines problems like weather forecasting, crop prediction, calculation of pesticide quantity, irrigation requirement, and prediction of the right time for seeding
Highlights the role and importance of data visualization techniques in smart agriculture implementation
Presents the internet of things and artificial intelligence-based solutions for smart agriculture
It is primarily written for senior undergraduate, graduate students, and academic researchers in the fields of electrical engineering, electronics, and communications engineering, computer science and engineering, and agricultural science and engineering.
Contents
1. Artificial Intelligence and Drones: Revolutionizing Smart Farming through Precision and Automation 2. Enhancing Food Quality Assurance: Leveraging the IoT for Smart Agriculture Monitoring from Pre to Post-Harvest 3. Leveraging Machine Learning for Weather Condition Prediction and Enhanced Crop Production in Agriculture 4. Artificial Intelligence Based 3D Mapping for Soil 5. Machine Learning for Data-Driven Agriculture 6. The Role of Chatbots in the Agriculture Sector 7. Efficient and Sustainable Farming: Harnessing Drone-Based Intelligent Spraying for Herbicides and Pesticides 8. IoT-Based Smart Irrigation Systems: Augmenting Water Management for Crops 9. Robotics in Agriculture to Deal with the Labour Crisis 10. A Smart Irrigation System for Efficient Water Requirements Using Weather Prediction 11. Drones: Their Impact on Agriculture 12. Livestock Management Using the Internet of Things 13. Agricultural Supply Chain 14. Smart Weeding Systems: Advancements and Challenges
