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2 produkter
2 produkter
Digital Agricultural Revolution
Innovations and Challenges in Agriculture through Technology Disruptions
Inbunden, Engelska, 2022
2 331 kr
Skickas inom 5-8 vardagar
THE DIGITAL AGRICULTURAL REVOLUTION The book integrates computational intelligence, applied artificial intelligence, and modern agricultural practices and will appeal to scientists, agriculturists, and those in plant and crop science management. There is a need for synergy between the application of modern scientific innovation in the area of artificial intelligence and agriculture, considering the major challenges from climate change consequences viz. rising temperatures, erratic rainfall patterns, the emergence of new crop pests, drought, flood, etc. This volume reports on high-quality research (theory and practice including prototype & conceptualization of ideas, frameworks, real-world applications, policy, standards, psychological concerns, case studies, and critical surveys) on recent advances toward the realization of the digital agriculture revolution as a result of the convergence of different disruptive technologies. The book touches upon the following topics which have contributed to revolutionizing agricultural practices. Applications of Artificial Intelligence in Agriculture (AI models and architectures, system design, real-world applications of AI, machine learning and deep learning in the agriculture domain, integration & coordination of systems and issues & challenges).IoT and Big Data Analytics Applications in Agriculture (theory & architecture and the use of various types of sensors in optimizing agriculture resources and final product, benefits in real-time for crop acreage estimation, monitoring & control of agricultural produce).Robotics & Automation in Agriculture Systems (Automation challenges, need and recent developments and real case studies).Intelligent and Innovative Smart Agriculture Applications (use of hybrid intelligence in better crop health and management).Privacy, Security, and Trust in Digital Agriculture (government framework & policy papers).Open Problems, Challenges, and Future Trends.Audience Researchers in computer science, artificial intelligence, electronics engineering, agriculture automation, crop management, and science.
2 331 kr
Skickas inom 5-8 vardagar
Embrace the future of sustainable food production with this comprehensive guide that explores how artificial intelligence and emerging technologies are revolutionizing agriculture. In an era marked by climate change, resource depletion, and population growth, innovation is not a luxury—it is a necessity. Integrating AI into agricultural practices offers a promising solution. From precision farming and crop monitoring to predictive analytics and decision support systems, AI has the potential to revolutionize how we grow, manage, and distribute food. This book is a comprehensive guide that delves into the transformative potential of artificial intelligence and emerging technologies in the field of agriculture. An in-depth exploration of various AI technologies, such as machine learning, deep learning, natural language processing, and computer vision, will demonstrate the wide applications these tools have for agricultural practices. It covers emerging technologies like the Internet of Things, drones, precision farming, and agro-technology. The primary focus is on how these technologies can enhance sustainability in agriculture by improving crop yields, reducing water consumption, minimizing chemical use, and promoting eco-friendly farming practices. This essential guide will give readers a deep understanding of how cutting-edge technology can be harnessed to create a more sustainable future for agriculture. Readers will find the volume: Dives into the latest research and innovations in AI and emerging technologies that are transforming agricultural practices;Provides real-world examples and case studies that show how these technologies can be implemented in farming;Explores how these modern technologies align with global sustainability goals and how they can be integrated into national strategies;Introduces the role of AI and emerging technologies in promoting sustainable agricultural practices that protect the environment.Audience Researchers, computer and agricultural scientists, farmers, and policymakers looking to leverage the potential of artificial intelligence and machine learning for the benefit of farmers.