
Agriculture 4.0
Smart Farming with IoT and Artificial Intelligence
- 416 pages
- English
- ePUB (mobile friendly)
- Available on iOS & Android
Agriculture 4.0
Smart Farming with IoT and Artificial Intelligence
About this book
With the convergence of the Internet of Things (IoT) and Artificial Intelligence (AI), the traditional methods of farming are undergoing transformation. By harnessing the power of data-driven insights and automation, farmers can now make informed decisions in real time, optimize resource utilization, and mitigate risks associated with crop management and livestock welfare.
This book serves as a guide to the integration of IoT and AI in agriculture and discusses the methodologies, applications, and challenges in this rapidly evolving field. It details various aspects of smart farming—from crop monitoring and precision agriculture to livestock management and food supply chain transparency—and provides insight into the potential of IoT and AI to revolutionize agricultural practices and address the global challenges of food security, environmental sustainability, and economic development.
Print edition not for sale in India.
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Information
Table of contents
- Cover Page
- Half Title page
- Title Page
- Copyright Page
- Contents
- Preface
- About the Editors
- 1 Revolutionizing Agriculture with IoT and Artificial Intelligence
- 2 Digital Agriculture: Integrating IoT and AI for Sustainable Food Production
- 3 IoT Sensors and Networks for Crop Monitoring and Management
- 4 Smart Irrigation and Water Management through IoT Technologies
- 5 AI-Powered Predictive Analytics for Crop Yield Optimization
- 6 Machine Learning for Pest and Disease Detection in Crops
- 7 Precision Agriculture: Merging IoT and AI for Site-Specific Management
- 8 IoT-enabled Variable Rate Technologies for Optimal Resource Use
- 9 Data Fusion and Integration Platforms for Smart Farming
- 10 Big Data Analytics in Agriculture: Harnessing IoT-generated Insights
- 11 Smart Livestock Farming: Monitoring and Health Management through IoT
- 12 AI Applications in Animal Behavior Analysis and Welfare
- 13 Blockchain and IoT for Food Supply Chain Transparency
- 14 AI-Enabled Food Quality and Safety Assurance
- 15 Data Security and Privacy in IoT-Enabled Agriculture
- 16 Ethical Considerations of AI and IoT in Farming
- 17 Government Initiatives and Policies for Smart Agriculture
- 18 Adoption Challenges and Incentives for IoT and AI in Agriculture
- 19 Emerging Trends in IoT, AI and Agricultural Science
- 20 Smart Farming Beyond Boundaries: global Collaboration and Innovation