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Multimodal Artificial Intelligence in Precision Agriculture: Practices, Challenges, and Applications
Hardcover
Series: Multimedia and Multimodal Intelligence
Technology & EngineeringAgriculture
ISBN13: 9781041068273
Publisher: CRC Press
Published: May 5 2026
Pages: 326
Weight: 1.44
Height: 0.81 Width: 6.14 Depth: 9.21
Language: English
This book highlights the integration of cloud, edge, and network computing for sustainable farming and future trends in smart farming, including the role of UAVs, 5G, and advanced artificial intelligence. It covers the use of real-time environmental data for forecasting and tracking agricultural products and livestock health monitoring.
Key Features
- Offers a detailed exploration of the integration of Internet of Things, artificial intelligence, and multimodal intelligence in precision agriculture, covering a wide range of applications from crop management to livestock monitoring
- Identifies and discusses the challenges of using artificial intelligence and multimodal data in agriculture, providing solutions and techniques to overcome these obstacles
- Discusses advanced technologies like multispectral and hyperspectral imaging, Internet of Things sensors, and data fusion techniques
- Highlights emerging trends and future directions in smart farming, including UAVs, 5G, cloud-edge continuum integration, and federated learning
- Includes case studies and practical examples demonstrating successful applications of multimodal artificial intelligence in precision farming
The text is primarily written for senior undergraduates, graduate students, and academic researchers in electrical engineering, electronics and communications engineering, computer science engineering, agricultural engineering, and information technology.
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