The Digital Agricultural Revolution: Innovations and Challenges in Agriculture through TechnologyDi sruptions

The book integrates computational intelligence, applied artificial intelligence, and modern agricultural practices to address climate change challenges and realize the digital agriculture revolution. It covers topics such as AI models and architectures, IoT and Big Data Analytics, Robotics and Automation, Intelligent and Innovative Smart Agriculture Applications, Privacy, Security, and Trust in Digital Agriculture, and Open Problems, Challenges, and Future Trends. The audience includes researchers in computer science, artificial intelligence, electronics engineering, agriculture automation, crop management, and science.

Format: Hardback
Length: 496 pages
Publication date: 08 August 2022
Publisher: John Wiley & Sons Inc

The Digital Agricultural Revolution is a groundbreaking work that seamlessly integrates computational intelligence, applied artificial intelligence, and modern agricultural practices, making it an essential read for scientists, agriculturists, and professionals in plant and crop science management. With the ever-present challenges posed by climate change, including rising temperatures, erratic rainfall patterns, the emergence of new crop pests, drought, and flood, there is a pressing need for synergy between modern scientific innovation in artificial intelligence and agriculture. This volume presents high-quality research on recent advancements toward realizing the digital agriculture revolution, driven by the convergence of various disruptive technologies.

The book explores a wide range of topics that have played a pivotal role in revolutionizing agricultural practices. These include:

Applications of Artificial Intelligence in Agriculture: This section delves into AI models and architectures, system design, real-world applications of AI in agriculture, machine learning and deep learning in the domain, integration and coordination of systems, and the challenges and issues associated with these technologies.

IoT and Big Data Analytics Applications in Agriculture: This section discusses the theoretical aspects and architecture of IoT and Big Data analytics in optimizing agriculture resources and final products. It highlights the benefits of real-time crop acreage estimation, monitoring, and control of agricultural produce through the use of various types of sensors.

Robotics & Automation in Agriculture Systems: This section explores the challenges, needs, and recent developments in robotics and automation in agriculture systems. It provides insights into the automation of tasks such as planting, harvesting, and livestock management, as well as real-case studies highlighting the practical applications of these technologies.

Intelligent and Innovative Smart Agriculture Applications: This section explores the use of hybrid intelligence in developing intelligent and innovative smart agriculture applications. It discusses the integration of artificial intelligence, big data analytics, IoT, and other technologies to enhance crop yields, reduce waste, and improve sustainability in agriculture.

The Digital Agricultural Revolution offers a comprehensive and multidisciplinary perspective on the future of agriculture, providing valuable insights and strategies for scientists, agriculturists, and professionals seeking to adapt and thrive in the rapidly changing landscape of the industry. By leveraging the power of technology and innovation, we can create a more sustainable, efficient, and resilient agricultural system that meets the growing demand for food and agricultural products worldwide.

Weight: 453g
Dimension: 10 x 10 x 10 (mm)
ISBN-13: 9781119823339