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Full Description
This book examines artificial intelligence applications in agricultural water management and irrigation systems. It covers AI-driven approaches including machine learning, deep learning, and neural networks for optimizing water-use efficiency in crop production. The text discusses integration of AI with IoT, smart sensors, remote sensing, GIS, and cloud-based platforms for precision water management, and:
Presents comprehensive coverage of artificial intelligence applications in agricultural water management including machine learning, deep learning, neural networks, and data-driven approaches for irrigation optimization
Examines integration of AI with IoT, smart sensors, remote sensing, GIS, and cloud-based systems for precision water management and real-time monitoring in crop production
Addresses climate-smart irrigation strategies and drought-resilient agriculture through AI-driven solutions for sustainable water resource planning and conservation
Discusses AI-based decision support systems and automated irrigation technologies including robotics for water-efficient farming and enhanced crop productivity
Covers big data analytics and AI-enhanced forecasting methods for predicting water needs and optimizing water-use efficiency in sustainable crop systems
This title has been co-published with Elite Publishing House. T&F does not sell or distribute the print versions in India.
Contents
Preface. About the Authors. Introduction. 1. AI-Driven Irrigation: Advancing Water Efficiency in Agriculture 2. Smart Watering: AI Solutions for Crop Productivity 3. AI and Smart Farming: Optimizing Water Use in Crops 4. AI-Powered Irrigation Strategies for Sustainable Agriculture 5. Intelligent Water Management: AI Approaches for Crop Sustainability 6. AI and IoT in Precision Water Management for Crops 7. Smart Irrigation Systems: AI for Water Conservation and Productivity 8. Deep Learning in Agricultural Water Resource Management 9. AI and Data-Driven Approaches for Water-Efficient Farming 10. Revolutionizing Crop Water Management with Artificial Intelligence 11. The Role of AI in Drought Resilient Agriculture 12. Climate-Smart Irrigation: Leveraging AI for Sustainable Crop Production 13. Optimizing Water Productivity in Agriculture with AI and Automation 14. AI-Based Decision Support Systems for Irrigation Management 15. ML Applications in Water-Use Efficiency for Sustainable Crops 16. AI and Smart Sensors: Transforming Water Use in Farming 17. Big Data and AI in Agricultural Water Conservation 18. AI for Water Security in Agriculture: Strategies and Applications 19. Automated Irrigation Systems: AI and Robotics in Water Management 20. Neural Networks for Smart Irrigation and Water Use Optimization 21. AI in Water Resource Planning for Sustainable Crop Growth 22. AI and Cloud-Based Water Management for Sustainable Farming 23. AI and Remote Sensing for Smart Water Use in Agriculture 24. Enhancing Crop Productivity with AI-Based Water Strategies 25. AI-Enabled Water Optimization for Precision Farming 26. AI and GIS in Water Resource Management for Crops 27. AI-Driven Solutions for Climate-Resilient Irrigation 28. AI-Enhanced Forecasting for Water Needs in Crop Production 29. Sustainable Crop Irrigation: AI and Automation for Smart Water Use 30. Next-Gen Agriculture: AI and the Future of Water Productivity References
