Artificial Intelligence in Crop Water Management
eBook - ePub

Artificial Intelligence in Crop Water Management

A Path to Conservation and Productivity

  1. 722 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Artificial Intelligence in Crop Water Management

A Path to Conservation and Productivity

About this book

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.

Information

Publisher
CRC Press
Year
2026
Print ISBN
9781041371298
Edition
1
eBook ISBN
9781040988558

Table of contents

  1. Cover Page
  2. Half Title page
  3. Title Page
  4. Copyright Page
  5. Contents
  6. Preface
  7. About the Authors
  8. Introduction
  9. 1 AI-Driven Irrigation: Advancing Water Efficiency in Agriculture
  10. 2 Smart Watering: AI Solutions for Crop Productivity
  11. 3 AI and Smart Farming: Optimizing Water Use in Crops
  12. 4 AI-Powered Irrigation Strategies for Sustainable Agriculture
  13. 5 Intelligent Water Management: AI Approaches for Crop Sustainability
  14. 6 AI and IoT in Precision Water Management for Crops
  15. 7 Smart Irrigation Systems: AI for Water Conservation and Productivity
  16. 8 Deep Learning in Agricultural Water Resource Management
  17. 9 AI and Data-Driven Approaches for Water-Efficient Farming
  18. 10 Revolutionizing Crop Water Management with Artificial Intelligence
  19. 11 The Role of AI in Drought Resilient Agriculture
  20. 12 Climate-Smart Irrigation: Leveraging AI for Sustainable Crop Production
  21. 13 Optimizing Water Productivity in Agriculture with AI and Automation
  22. 14 AI-Based Decision Support Systems for Irrigation Management
  23. 15 ML Applications in Water-Use Efficiency for Sustainable Crop Production
  24. 16 AI and Smart Sensors: Transforming Water Use in Farming
  25. 17 Big Data and AI in Agricultural Water Conservation
  26. 18 AI for Water Security in Agriculture: Strategies and Applications
  27. 19 Automated Irrigation Systems: AI and Robotics in Water Management
  28. 20 Neural Networks for Smart Irrigation and Water Use Optimization
  29. 21 AI in Water Resource Planning for Sustainable Crop Growth
  30. 22 AI and Cloud-Based Water Management for Sustainable Farming
  31. 23 AI and Remote Sensing for Smart Water Use in Agriculture
  32. 24 Enhancing Crop Productivity with AI-Based Water Management Strategies
  33. 25 AI-Enabled Water Optimization for Precision Farming
  34. 26 AI and GIS in Water Resource Management for Crops
  35. 27 AI-Driven Solutions for Climate-Resilient Irrigation
  36. 28 AI-Enhanced Forecasting for Water Needs in Crop Production
  37. 29 Sustainable Crop Irrigation: AI and Automation for Smart Water Use
  38. 30 Next-Gen Agriculture: AI and the Future of Water Productivity
  39. References

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Yes, you can access Artificial Intelligence in Crop Water Management by R. K. Naresh,R. K. Gupta,Rajbir Garg,R. K. Sohane,J. P. Singh,O. P. Gupta,Arun Kumar,Shivam Gupta,Vineet Kumar in PDF and/or ePUB format, as well as other popular books in Technology & Engineering & Artificial Intelligence (AI) & Semantics. We have over 1.5 million books available in our catalogue for you to explore.