Optimizing Smart and Sustainable Agriculture for Sustainability
eBook - ePub

Optimizing Smart and Sustainable Agriculture for Sustainability

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

Optimizing Smart and Sustainable Agriculture for Sustainability

About this book

This reference text addresses the importance of smart crop management for increasing yield and presents a framework for smart monitoring and regulation of crop observation. Further, it comprehensively covers important topics such as spatial decision support systems for precision farming, swarm intelligence in the optimal management of aquaculture farms, and intelligent harvesting algorithms for improving productivity.

This book:

• Presents meta-heuristic algorithms for optimization, economic crop planning, and use of effective water resource management.

• Discusses spatial decision support systems for crop productivity management, watershed management, and precision farming.

• Illustrates swarm intelligence-based optimization techniques, data mining, and machine learning methods for aquaculture operations.

• Highlights artificial intelligence and machine learning-based harvesting algorithms for improving productivity.

• Explains the use of green Internet of Things security solutions for agriculture, plant condition management, and greenhouse simulation.

It is primarily written for graduate students and academic researchers in the fields of electrical engineering, electronics and communication engineering, computer science and engineering, agricultural science, and information technology.

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Yes, you can access Optimizing Smart and Sustainable Agriculture for Sustainability by Biswaranjan Acharya,Ankita Bansal,Abha Jain,Rachna Jain,Joel J. P. C. Rodrigues in PDF and/or ePUB format, as well as other popular books in Technology & Engineering & Computer Engineering. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Cover Page
  2. Half Title page
  3. Series Page
  4. Title Page
  5. Copyright Page
  6. Contents
  7. About the Editors
  8. Contributors
  9. Preface
  10. Chapter 1 Economic efficiency through livestock production monitoring and prediction in smart agriculture
  11. Chapter 2 Smart crop management for increased yield
  12. Chapter 3 Smart solutions and sustainability for agriculture using deep learning
  13. Chapter 4 Bi-LSTM-based deep learning model for crop yield prediction
  14. Chapter 5 Food image recognition and calorie estimation
  15. Chapter 6 Precision agriculture: Navigating environmental sustainability
  16. Chapter 7 Moving towards sustainable and smart agriculture
  17. Chapter 8 Integrating Green IoT with Precision Agriculture: A Paradigm Shift in Sustainable Farming Practices
  18. Chapter 9 Agricapital, a three-way agro-market aggregation using Cluster CRUD operations and role of ML in agriculture
  19. Chapter 10 Optimizing smart and sustainable agriculture for sustainability
  20. Chapter 11 Green IoT for smart agricultural monitoring
  21. Chapter 12 Agricultural farming decision support system using artificial intelligence: A comparative analysis
  22. Chapter 13 Drones: The unmanned aerial vehicles for precision management of pests and diseases of crops
  23. Index