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OverviewPrecision agriculture is a next-generation farming management concept that optimizes resource use, productivity, quality, profitability, and sustainability by observing and responding to crop variability. Precision agriculture employs such digital technologies as IoT, AI, 5G communication, cybersecurity, edge computing, cloud-native principles, and blockchain to ensure crops and soil receive exactly what they need for optimal health and productivity. Artificial Intelligence for Precision Agriculture the latest developments in precision agriculture, detailing how AI contributes to its goals. The book discusses how precision agriculture solutions use IoT devices, data storage, AI analytics, connectivity, and cloud infrastructures to analyze such factors as soil type, terrain, weather, plant growth, and yield data. Also examined are edge technologies—sensors, microchips, beacons, RFID tags, robots, drones, and actuators— that collect field data and transmit it to cloud-based AI platforms for analysis. The book shows how AI-driven insights guide actions in the field, such as crop rotation, optimal planting and harvesting times, and soil management, as well as help farmers apply the right amounts of water, fertilizers, and pesticides, reducing waste and environmental impact. Applications covered in the book include: Drone-based high-resolution field mapping, Tracking crops, Crop yield assessments, Data collection for irrigation, fertilization, and crop management, Advanced weather monitoring Equipment management. With chapters on AI model development, plant disease detection and remediation, sustainable farming techniques, data integration, AI-enabled data analytics, and knowledge visualization, this book is a comprehensive guide to technologies and applications in precision agriculture. Full Product DetailsAuthor: Pethuru Raj (IBM Pvt.Ltd., Manyata Tech Park, Bangolore, India) , N Gayathri , G. Jaspher Willsie KathrinePublisher: Taylor & Francis Ltd Imprint: Auerbach ISBN: 9781032462349ISBN 10: 1032462345 Pages: 344 Publication Date: 13 December 2024 Audience: College/higher education , Tertiary & Higher Education Format: Hardback Publisher's Status: Forthcoming Availability: Not yet available This item is yet to be released. You can pre-order this item and we will dispatch it to you upon its release. Table of ContentsReviewsAuthor InformationDr. Pethuru Raj Chellah is the chief architect at Edge AI Division, Reliance Jio Platforms Ltd. (JPL) Bangalore. Dr. N.Gayathri is an Assistant Professor in the Department of Computer Science and Engineering at GITAM University, India. Dr. G. Jaspher Willsie Kathrine, is an Associate Professor, Department of Computing Science and Engineering, Karunya Institute of Technology and Sciences, India Tab Content 6Author Website:Countries AvailableAll regions |