Digital Technologies and Tools for Smart Agriculture

R. Madhumathi, M. Karthigha, Pethuru Raj, Kai Sheng, M. Ramasamy, K. Mohan, Madhumathi Ramasamy, Karthigha Mohan

• Publisher: CRC Press
• Year: 2025
• eBook ISBN: 9781040344996
• Edition: 0
• Topic: Biological Sciences
• Subtopic: Ecology
• Index: Biological Sciences

To meet the food requirements of the growing population worldwide, the agricultural domain is being technologically empowered to produce more with fewer resources and investments. Fortunately, the faster maturity and stability of digital (digitization and digitalization) technologies and tools have laid a stimulating and sparking foundation for large-scale production of food items with minimal time, talent, and treasure. The penetration and pervasiveness of the Internet of Things (IoT) sensors and actuators are considered the first and foremost aspect of advanced and adaptive agriculture. Further, the device ecosystem for automated and accelerated agriculture processes and practices grows consistently. The robots and drone space advancements are fascinating, as they are set to transform the industry. Connected robots, drones, and other agriculture equipment, appliances, instruments, and machinery are flourishing towards intelligent agriculture. Agriculture sensors and devices generate a lot of real-time and real-world digital data. With the help of artificial intelligence (AI) methods, all agriculture data are subjected to various deep and decisive investigations to extract actionable insights in time. Other noteworthy improvisations include the widespread deployment of 5G communication networks, the growing power of edge analytics and intelligence, the distinct contributions of blockchain technology, the adoption and adaptation of cloud-native computing principles, the phenomenon of digital twins, etc., in the digital space. All these developments have led to the realization of smart agriculture products, solutions, and services.

Features:

• Delineate the role and responsibilities of digital technologies towards smart agriculture
• Delve into the potential of IoT and AI, along with other critical technological advancement
• Demystify large language models (LLMs) and visual language models (VLMs)
• Dig deep and delve into the advancements in the robots and drone space
• Describe how digital innovations can significantly elevate agriculture processes, platforms, patterns, and practices

This book will delve into the transformative power of digital technologies in agriculture, particularly in the context of smart agriculture. It will highlight how these technologies and innovative digital devices are reshaping the agricultural landscape. The book will also showcase the disruptive potential of these technologies, illustrating how they are revolutionizing traditional farming practices and processes.

Table of contents

• Cover
• Half-Title Page
• Title Page
• Copyright Page
• Table of Contents
• Preface
• About the Editors
• List of Contributors
• 1 New Generation AI Algorithms and Models for Smart Agriculture
• 2 Artificial Intelligence Algorithms and Models for NextGen Agriculture
• 3 Precision Agriculture: Challenges and Opportunities
• 4 Plant Disease Detection Using Machine Learning
• 5 IoT and Machine Learning-Based Controlled Drip Irrigation and Disease Detection in Perlette Grape Cultivation Using Sensor and Image Technology
• 6 Towards Precision Agriculture: In-Situ Automated Greenhouse Monitoring and Controlling Using IoT and Machine Learning
• 7 Tiny Ambient IoT in Precision Agriculture: Revolutionizing Farming Practices Through Efficient Monitoring and Management
• 8 Remote Sensing Applications in Precision Agriculture
• 9 Harnessing Advanced Farming with Unmanned Aerial Vehicles
• 10 Deployment of 5G Drones: Technical Challenges and Solutions for Special Uses Cases for Smart Agriculture
• 11 Applications of AI-Enabled Drones in Agriculture
• 12 Unveiling the Power of Digital Twins in Cognitive Farming
• 13 Prospective Applications of Nanotechnology in Sustainable and Precision Agriculture
• 14 Recent Advancements in Nanotechnology: A Comprehensive Review of Sustainable Agriculture
• 15 Transforming Agriculture Through AR/VR Tools and Technologies: Opportunities and Challenges
• Index