AI-Driven Smart Fertilization
eBook - ePub

AI-Driven Smart Fertilization

Enhancing Crop-Water Productivity and Soil Health

  1. 580 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

AI-Driven Smart Fertilization

Enhancing Crop-Water Productivity and Soil Health

About this book

This book examines artificial intelligence applications in smart fertilization and soil health management for sustainable agriculture. It covers AI-driven approaches including machine learning models, robotics, and decision support systems for nutrient optimization, and also:

  • Offers Comprehensive coverage of artificial intelligence applications in smart fertilization including machine learning models, robotics, and AI-powered decision support systems for nutrient optimization and sustainable agriculture.
  • Examination of AI integration with Internet of Things (IoT), smart sensors, remote sensing, Geographic Information Systems (GIS), cloud computing, and blockchain technologies for precision fertilizer application and soil health monitoring.
  • Addresses climate-smart agriculture strategies including drought resilience, carbon footprint mitigation, and AI-optimized fertilizer application for environmental sustainability and resource conservation.
  • Discusses big data analytics and geospatial AI for mapping soil fertility, water productivity, and site-specific nutrient management in crop production systems.
  • Covers AI-enabled fertigation systems, real-time soil moisture and nutrient monitoring, and data-driven strategies for reducing fertilizer runoff and preventing soil degradation

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
9781041371397
Edition
1
eBook ISBN
9781040988893

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. Chapter - 1 AI-Driven Smart Fertilization and Its Significance for Sustainable Agriculture
  10. Chapter - 2 Enhancing Soil Vitality through AI-Based Nutrient Monitoring
  11. Chapter - 3 Robotics in Precision Fertilizer Application
  12. Chapter - 4 Machine Learning Models for Fertilizer Optimization
  13. Chapter - 5 AI and IoT in Smart Fertigation Systems
  14. Chapter - 6 Big Data Analytics for Soil Health and Water Use Efficiency
  15. Chapter - 7 AI-Powered Decision Support Systems for Fertilization
  16. Chapter - 8 Smart Sensors and AI in Real-Time Soil Nutrient Monitoring
  17. Chapter - 9 AI and Remote Sensing for Fertilizer and Water Management
  18. Chapter - 10 Harnessing AI to Promote Balanced Fertilization and Soil Health
  19. Chapter 11 Smart Fertilizer Blending and Customization through AI Algorithms
  20. Chapter 12 AI in Site-Specific Nutrient Management for Crops
  21. Chapter 13 Remote Sensing and GIS for AI-Based Fertilizer Planning
  22. Chapter - 14 Data-Driven AI Strategies for Reducing Fertilizer Runoff
  23. Chapter - 15 Carbon Footprint of Fertilizer Use: AI for Mitigation Strategies
  24. Chapter - 16 Drought Resilience and AI-Optimized Fertilizer Application
  25. Chapter - 17 Cloud Computing and AI in Fertilizer and Water Resource Planning
  26. Chapter - 18 AI and Blockchain for Transparent and Efficient Fertilization
  27. Chapter - 19 AI-Driven Smart Fertilization for Climate-Smart Agriculture
  28. Chapter - 20 Real-Time AI Monitoring of Soil Moisture and Nutrient Levels
  29. Chapter - 21 AI-Enabled Fertigation Systems for Maximizing Water-Nutrient Synergy
  30. Chapter - 22 AI-Based Risk Assessment in Over-Fertilization and Soil Degradation
  31. Chapter - 23 Geospatial AI in Mapping Soil Fertility and Water Productivity
  32. Chapter - 24 AI-Powered Digital Agriculture Platforms for Smart Fertilization
  33. Chapter - 25 Advancements in AI and Nano-Fertilizers for Sustainable Farming
  34. References

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Yes, you can access AI-Driven Smart Fertilization by R. K. Gupta,R. K. Naresh,S.S. Walia,U.P. Singh,Dinesh Tomar,Ashok Kumar,Y.P. Singh,Raj Paul Sharma,R.K. Gupta,R.K. Naresh 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.