handbook-of-research-on-ai-equipped-iot-applications-in-high-tech-agriculture

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Handbook of Research on AI-Equipped IoT Applications in High-Tech Agriculture

Author : Khang, Alex
Publisher : IGI Global
ISBN 13 : 1668492334
Total Pages : 510 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Handbook of Research on AI-Equipped IoT Applications in High-Tech Agriculture by : Khang, Alex

Download or read book Handbook of Research on AI-Equipped IoT Applications in High-Tech Agriculture written by Khang, Alex and published by IGI Global. This book was released on 2023-08-02 with total page 510 pages. Available in PDF, EPUB and Kindle. Book excerpt: The agriculture industry is facing significant challenges in meeting the increasing demand for food while also ensuring sustainable development. Traditional agricultural methods are not equipped to meet the demands of the modern world. To overcome these challenges, Advanced Technologies and AI-Equipped IoT Applications in High-Tech Agriculture provides an in-depth analysis of the opportunities and challenges for AI-powered management tools and IoT-equipped techniques for the high-tech agricultural ecosystem. The Handbook of Research on AI-Equipped IoT Applications in High-Tech Agriculture explores advanced methodologies, models, techniques, technologies, and applications along with the concepts of real-time supporting systems to help agricultural producers adjust plans or schedules for taking care of their farms. Additionally, it discusses the role of IoT technologies and AI applications in agricultural ecosystems and their potential to improve product quality and market competitiveness. The book includes discussions on the application of blockchain, biotechnology, drones, robotics, data analytics, and visualization in high-tech agriculture. It is an essential reference for anyone interested in the future of high-tech agriculture, including agricultural analysts, investment analysts, scholars, researchers, academics, professionals, engineers, and students.

Advanced Technologies and AI-equipped IoT Applications in High-tech Agriculture

Author : Alex Khang
Publisher :
ISBN 13 : 9781668492321
Total Pages : 0 pages
Book Rating : 4.4/5 (923 download)

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Book Synopsis Advanced Technologies and AI-equipped IoT Applications in High-tech Agriculture by : Alex Khang

Download or read book Advanced Technologies and AI-equipped IoT Applications in High-tech Agriculture written by Alex Khang and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Advanced Technologies and AI-Equipped IoT Applications in High-Tech Agriculture advanced methodologies, models, techniques, technologies, and applications along with the concepts of realtime supporting systems to help agricultural producers adjust plans or schedules for taking care of their farms. Additionally, it discusses the role of IoT technologies and AI applications in agricultural ecosystems and their potential to improve product quality and market competitiveness. The book includes discussions on the application of blockchain, biotechnology, drones, robotics, data analytics, and visualization in high-tech agriculture. It is an essential reference for anyone interested in the future of high-tech agriculture, including agricultural analysts, investment analysts, scholars, researchers, academics, professionals, engineers, and students"--

Agriculture and Aquaculture Applications of Biosensors and Bioelectronics

Author : Khang, Alex
Publisher : IGI Global
ISBN 13 :
Total Pages : 598 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Agriculture and Aquaculture Applications of Biosensors and Bioelectronics by : Khang, Alex

Download or read book Agriculture and Aquaculture Applications of Biosensors and Bioelectronics written by Khang, Alex and published by IGI Global. This book was released on 2024-01-22 with total page 598 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, the advent of biosensors and bioelectronics has facilitated the swift and precise detection of numerous biomolecules or pathogens in animal samples, aquatic habitats, and plants. These technologies have emerged as potent assets for the agriculture and aquaculture industries. Many experts have raised the question; how might the integration of biosensors into portable devices or automated monitoring systems enable on-site and real-time detection of diverse biomolecules or pathogens? Agriculture and Aquaculture Applications of Biosensors and Bioelectronics presents the recent developments in biological recognition elements, transducer materials, and signal processing techniques for biosensors and bioelectronics used in agriculture and aquaculture applications. Sophisticated biosensors and bioelectronics operate through the immobilization of biological recognition components—such as enzymes or antibodies—on a transducer surface. This immobilization process allows for the targeted recognition and binding of biomolecules or pathogens. The resulting electrical, optical, or chemical changes triggered by the recognition event are quantifiable through various methods and are often enhanced by applications utilizing artificial intelligence (AI). The necessity for high sensitivity and selectivity, the optimization of biocompatibility and stability, and the integration of biosensors with AI-aided solutions are just some of the challenges and opportunities in developing biosensors for high-tech agriculture and aquaculture. This book targets a mixed audience of biotechnology engineers, biosensors scientists, bioelectronics researchers, high-tech agriculture analysts, Ph.D. scholars, researchers, academics, professionals, engineers, and students.

Medical Robotics and AI-Assisted Diagnostics for a High-Tech Healthcare Industry

Author : Khang, Alex
Publisher : IGI Global
ISBN 13 :
Total Pages : 479 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Medical Robotics and AI-Assisted Diagnostics for a High-Tech Healthcare Industry by : Khang, Alex

Download or read book Medical Robotics and AI-Assisted Diagnostics for a High-Tech Healthcare Industry written by Khang, Alex and published by IGI Global. This book was released on 2024-03-04 with total page 479 pages. Available in PDF, EPUB and Kindle. Book excerpt: While ultra-high field strength diagnosis technologies and artificial intelligence have propelled medicine imaging towards microstructure analysis and precise medicine, persistent challenges remain. These range from long scanning times to motion sensitivity and issues with imaging quality for certain types of tissue. Medical Robotics and AI-Assisted Diagnostics for a High-Tech Healthcare Industry summarizes emerging techniques, outlines clinical applications, and confronts the challenges head-on, proposing avenues for further research. It explores emerging techniques such as human-like robotics, medical Internet of Things (IoT), low-cost CT scanners, portable MRI devices, and breakthroughs in diagnosis technologies like zero echo time (ZTM) and compressed sensing volume interpolation breath-holding test sequences (CS-VIBE). This book provides an overview of the current state of medical imaging and clinical diagnosis applications, then expands into a roadmap for the future, envisioning the seamless integration of medical robotics and AI-assisted applications in the high-tech healthcare industry. As the influence of artificial intelligence continues to grow, the book serves as a clarion call for collaborative efforts, increased research, and unified strategies to navigate the challenges and harness the opportunities presented by the high-tech medical industry. This book is ideal for medical analysts, healthcare scientists, biotechnology analysts, scholars, researchers, academics, professionals, engineers, and students worldwide.

Revolutionizing the AI-Digital Landscape

Author : Alex Khang
Publisher : CRC Press
ISBN 13 : 1040038301
Total Pages : 367 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Revolutionizing the AI-Digital Landscape by : Alex Khang

Download or read book Revolutionizing the AI-Digital Landscape written by Alex Khang and published by CRC Press. This book was released on 2024-06-07 with total page 367 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book investigates the growing influence of artificial intelligence in the marketing sphere, providing insights into how AI can be harnessed for developing more effective and efficient marketing strategies. In addition, the book will also offer a comprehensive overview of the various digital marketing tools available to entrepreneurs, discussing their features, benefits, and potential drawbacks. This will help entrepreneurs make well-informed decisions when selecting the tools most suited to their needs and objectives. It is designed to help entrepreneurs develop and implement successful strategies, leveraging the latest tools and technologies to achieve their business goals. As the digital landscape continues to evolve rapidly, this book aims to serve as a valuable resource for entrepreneurs looking to stay ahead of the curve and capitalize on new opportunities. The book's scope encompasses a wide range of topics, including customer experience, content marketing, AI strategy, and digital marketing tools.

Developments Towards Next Generation Intelligent Systems for Sustainable Development

Author : Sharma, Shanu
Publisher : IGI Global
ISBN 13 :
Total Pages : 347 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Developments Towards Next Generation Intelligent Systems for Sustainable Development by : Sharma, Shanu

Download or read book Developments Towards Next Generation Intelligent Systems for Sustainable Development written by Sharma, Shanu and published by IGI Global. This book was released on 2024-04-04 with total page 347 pages. Available in PDF, EPUB and Kindle. Book excerpt: The rapid proliferation of connected devices in our daily lives, from smart homes to industrial sensors, has led to an explosion of data that requires processing before it is useful to experts. However, modern devices often have limited resources, making it challenging to decode and utilize this data effectively. Additionally, the need for real-time decision-making further complicates this issue, as traditional data processing methods take far too long to be able to keep up with the required volume and speed. Developments Towards Next Generation Intelligent Systems for Sustainable Development offers a comprehensive solution to these challenges by integrating novel technologies such as AI, edge computing, federated learning, quantum computing, and more. The book shows how intelligent systems can maximize computing power by leveraging these technologies to process large volumes of data efficiently and autonomously and make real-time decisions. The proposed architectures and frameworks focus on real-time analysis, faster decision-making, enhanced privacy, and efficient data processing.

AI and IoT Technology and Applications for Smart Healthcare Systems

Author : Alex Khang
Publisher : CRC Press
ISBN 13 : 1040021794
Total Pages : 422 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis AI and IoT Technology and Applications for Smart Healthcare Systems by : Alex Khang

Download or read book AI and IoT Technology and Applications for Smart Healthcare Systems written by Alex Khang and published by CRC Press. This book was released on 2024-05-15 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, the application of Artificial Intelligence (AI) and Internet of Things (IoT) technologies in smart healthcare has been increasing. We are approaching a world where connected smart devices tell people when they need to visit a doctor because these devices will be able to detect health problems and discover symptoms of illness that may need medical care. AI-collaborative IoT technologies can help medical professionals with decision-making. These technologies can also help develop a sustainable and smart healthcare system. AI and IoT Technology and Applications for Smart Healthcare Systems helps readers understand complex scientific topics in a simple and accessible way. It introduces the world of AI-collaborative IoT physics, explaining how this technology behaves at the smallest level and how this can revolutionize healthcare. The book shows how IoT technology and AI can work together to make computers more powerful and capable of solving complex problems in the healthcare sector. Exploring the effect of AI-collaborative technology on IoT technologies, the book discusses how IoT can benefit from AI algorithms to enable machines to learn, make decisions, and process information more efficiently. Because smart machines create more perceptive devices and systems, the application of this technology raises important ethical questions about privacy, security, and the responsible development of healthcare IoT technology, which this book covers. The book also provides insight into the potential applications of these technologies not only in the healthcare industry but also in related fields, such as smart transportation, smart manufacturing, and smart cities.

Applications and Principles of Quantum Computing

Author : Khang, Alex
Publisher : IGI Global
ISBN 13 :
Total Pages : 510 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Applications and Principles of Quantum Computing by : Khang, Alex

Download or read book Applications and Principles of Quantum Computing written by Khang, Alex and published by IGI Global. This book was released on 2024-01-31 with total page 510 pages. Available in PDF, EPUB and Kindle. Book excerpt: In a world driven by technology and data, classical computing faces limitations in tackling complex challenges like climate modeling and financial risk assessment. These barriers impede our aspirations to revolutionize industries and solve intricate real-world problems. To bridge this gap, we must embrace quantum computing. Edited by Alex Khang PH, Principles and Applications of Quantum Computing is a transformative solution to this challenge. It delves into the interdisciplinary realms of computer science, physics, and mathematics, unveiling the incredible potential of quantum computing, which outperforms supercomputers by 158 million times. This technology, rooted in quantum mechanics, offers solutions to global problems and opens new frontiers in AI, cybersecurity, finance, drug development, and more. By engaging with this book, you become a pioneer in the quantum revolution, contributing to reshaping the limits of what's achievable in our digital age.

The Convergence of Self-Sustaining Systems With AI and IoT

Author : Rajappan, Roopa Chandrika
Publisher : IGI Global
ISBN 13 :
Total Pages : 428 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis The Convergence of Self-Sustaining Systems With AI and IoT by : Rajappan, Roopa Chandrika

Download or read book The Convergence of Self-Sustaining Systems With AI and IoT written by Rajappan, Roopa Chandrika and published by IGI Global. This book was released on 2024-04-26 with total page 428 pages. Available in PDF, EPUB and Kindle. Book excerpt: Picture a world where autonomous systems operate continuously and intelligently, utilizing real-time data to make informed decisions. Such systems have the potential to revolutionize agriculture, urban infrastructure, and industrial automation. This transformation, often termed the Internet of Self-Sustaining Systems (IoSS), is a pivotal topic that demands academic attention and exploration. Addressing this critical issue head-on is The Convergence of Self-Sustaining Systems With AI and IoT, which offers an in-depth examination of this transformative convergence. It serves as a guiding light for academic scholars seeking to unravel the vast potential of self-sustaining systems coupled with AI and IoT. Inside its pages, readers will delve into AI-driven autonomous agriculture, eco-friendly transportation solutions, and intelligent energy management. Moreover, the book explores emerging technologies, security concerns, ethical considerations, and governance frameworks. Join us on this intellectual journey and position yourself at the forefront of the AI and IoT revolution that promises a sustainable, autonomous future.

Innovation in Agriculture with IoT and AI

Author : Suchismita Satapathy
Publisher : Springer Nature
ISBN 13 : 3030888282
Total Pages : 129 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Innovation in Agriculture with IoT and AI by : Suchismita Satapathy

Download or read book Innovation in Agriculture with IoT and AI written by Suchismita Satapathy and published by Springer Nature. This book was released on 2022-01-01 with total page 129 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book examines different innovations in worldwide agricultural-systems including the applications of artificial intelligence (AI), internet of things (IoT) and features of machine learning (ML) for the benefits of the farm-community. Specifically, it examines the use of agricultural equipment and IoT to reduce physical stress; innovative equipment that measure and reduce mental work load; and innovative techniques to help with employee safety. Featuring case studies and future implications, this book is an excellent guide for academics and researchers in the agri-sector.

Bio-inspired Swarm Robotics and Control: Algorithms, Mechanisms, and Strategies

Author : Bhowmick, Parijat
Publisher : IGI Global
ISBN 13 :
Total Pages : 281 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Bio-inspired Swarm Robotics and Control: Algorithms, Mechanisms, and Strategies by : Bhowmick, Parijat

Download or read book Bio-inspired Swarm Robotics and Control: Algorithms, Mechanisms, and Strategies written by Bhowmick, Parijat and published by IGI Global. This book was released on 2024-04-23 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt: The academic community is currently facing the challenge of navigating the complexities of swarm robotics. This field demands understanding the design, control, and coordination of autonomous robotic swarms. The intricacies of developing algorithms that facilitate communication, cooperation, and adaptation among simple individual agents remain a formidable obstacle. Addressing issues like task allocation, formation control, path planning, and decentralized decision-making are pivotal to unlocking the true potential of swarm robotics. Bio-inspired Swarm Robotics and Control: Algorithms, Mechanisms, and Strategies immerses readers in the cutting-edge realm of swarm robotics, a discipline inspired by the intricate choreography observed in biological systems like insect colonies, bird flocks, and fish schools. Encompassing a rich array of bio-inspired algorithms, mechanisms, and strategies, the text elucidates how robots can communicate, cooperate, and adapt within dynamic environments. The book propels robotics, automation, and artificial intelligence advancements by fostering interdisciplinary connections and charting a course toward more efficient and resilient multi-robot systems. This book is ideal for biologists, engineers, and computer scientists to join forces in unlocking the full potential of swarm robotics.

AI and Data Analytics Applications in Organizational Management

Author : Merlo, Tereza Raquel
Publisher : IGI Global
ISBN 13 :
Total Pages : 347 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis AI and Data Analytics Applications in Organizational Management by : Merlo, Tereza Raquel

Download or read book AI and Data Analytics Applications in Organizational Management written by Merlo, Tereza Raquel and published by IGI Global. This book was released on 2024-02-07 with total page 347 pages. Available in PDF, EPUB and Kindle. Book excerpt: Within information sciences and organizational management, a pressing challenge emerges; How can we harness the transformative power of artificial intelligence (AI) and data analytics? As industries grapple with a deluge of data and the imperative to make informed decisions swiftly, the gap between data collection and actionable insights widens. Professionals in various sectors are in a race to unlock AI's full potential to drive operational efficiency, enhance decision-making, and gain a competitive edge. However, navigating this intricate terrain, laden with ethical considerations and interdisciplinary complexity, has proven to be a formidable undertaking. AI and Data Analytics Applications in Organizational Management, combines rigorous scholarship with practicality. It traverses the spectrum from theoretical foundations to real-world applications, making it indispensable for those seeking to implement AI-driven data analytics in their organizations. Moreover, it delves into the ethical and societal dimensions of this revolution, ensuring that the journey toward innovation is paved with responsible considerations. For researchers, scholars, and practitioners yearning to unleash the potential of AI in organizational management, this book is the key to not only understanding the landscape but also charting a course toward transformative change.

Leveraging ChatGPT and Artificial Intelligence for Effective Customer Engagement

Author : Bansal, Rohit
Publisher : IGI Global
ISBN 13 :
Total Pages : 370 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Leveraging ChatGPT and Artificial Intelligence for Effective Customer Engagement by : Bansal, Rohit

Download or read book Leveraging ChatGPT and Artificial Intelligence for Effective Customer Engagement written by Bansal, Rohit and published by IGI Global. This book was released on 2024-01-24 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: Academic scholars find themselves confronted with a formidable challenge: staying abreast of the ever-evolving landscape of Artificial Intelligence(AI). The intricate interplay between AI and its profound impact on various facets of society, including customer engagement, remains an enigma for many. This knowledge gap not only hampers their ability to contribute meaningfully to their fields but also leaves them trailing behind the dynamic developments taking place in industries worldwide. As AI continues to reshape the business environment, it becomes imperative for academia to bridge this chasm between theory and practice. Leveraging ChatGPT and Artificial Intelligence for Effective Customer Engagement is an effective solution to the pressing problem at hand. With meticulous clarity, it unravels the complexities of ChatGPT, an innovative AI technology, and its revolutionary potential in the realm of customer engagement. It offers a lifeline to academic scholars seeking to navigate the uncharted territory of AI, providing them with an in-depth understanding of how ChatGPT can reshape customer interactions.

Achieving Secure and Transparent Supply Chains With Blockchain Technology

Author : Khan, Mustafa Rehman
Publisher : IGI Global
ISBN 13 :
Total Pages : 363 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Achieving Secure and Transparent Supply Chains With Blockchain Technology by : Khan, Mustafa Rehman

Download or read book Achieving Secure and Transparent Supply Chains With Blockchain Technology written by Khan, Mustafa Rehman and published by IGI Global. This book was released on 2024-01-18 with total page 363 pages. Available in PDF, EPUB and Kindle. Book excerpt: The advent of Industry Revolution 5.0 has brought unprecedented challenges to supply chain management, compromising the effectiveness, transparency, and security of operations. Traditional methods of transaction management and data sharing prove inadequate in this complex landscape, necessitating a comprehensive solution. Editors Mustafa Khan, Naveed R. Khan, and Arsalan Ghouri present Achieving Secure and Transparent Supply Chains With Blockchain Technology, an edited collection that offers a groundbreaking solution. This book provides a thorough overview of blockchain technology and its potential to enhance supply chain efficiency, security, and resilience. By leveraging its decentralized and secure platform, blockchain emerges as a transformative technology capable of revolutionizing supply chain management. With a focus on contemporary theoretical frameworks and the latest empirical findings, this book equips academics, practitioners, policymakers, researchers, professionals, and students with the knowledge needed to harness the power of blockchain technology in supply chain management. Covering diverse topics such as traceability, resilience, sustainability, and ethical sourcing, it explores the wide-ranging applications of blockchain in achieving secure and transparent supply chains. Achieving Secure and Transparent Supply Chains With Blockchain Technology serves as an indispensable resource for individuals involved in the field, offering a comprehensive guide to unlock the potential of secure and transparent supply chains in the digital age. With its forward-thinking approach and diverse perspectives, this book paves the way for a future where blockchain technology revolutionizes the management of supply chains.

Effective AI, Blockchain, and E-Governance Applications for Knowledge Discovery and Management

Author : Kumar, Rajeev
Publisher : IGI Global
ISBN 13 : 1668491532
Total Pages : 421 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Effective AI, Blockchain, and E-Governance Applications for Knowledge Discovery and Management by : Kumar, Rajeev

Download or read book Effective AI, Blockchain, and E-Governance Applications for Knowledge Discovery and Management written by Kumar, Rajeev and published by IGI Global. This book was released on 2023-09-25 with total page 421 pages. Available in PDF, EPUB and Kindle. Book excerpt: Emerging technologies have become both crucibles and showrooms for the practical application of artificial intelligence, the internet of things, and cloud computing, and for integrating big data into everyday life. Is the digital world optimized and sustainable using intelligence systems, machine learning, and cyber security methods? This complex concoction of challenges requires new thinking of the synergistic utilization of intelligence systems, machine learning, deep learning and blockchain methods, data-driven decision-making with automation infrastructure, autonomous transportation, and connected buildings. Effective AI, Blockchain, and E-Governance Applications for Knowledge Discovery and Management provides a global perspective on current and future trends concerning the integration of intelligent systems with cybersecurity applications, including recent advances and challenges related to the concerns of security and privacy issues in deep learning with an emphasis on the current state-of-the-art methods, methodologies and implementation, attacks, and countermeasures. The book also discusses the challenges that need to be addressed for implementing DL-based security mechanisms that should have the capability of collecting or distributing data across several applications. Topics covered include skill development and tools for intelligence systems, deep learning, machine learning, blockchain, IoT, cloud computing, data ethics, and infrastructure. It is ideal for independent researchers, research scholars, scientists, libraries, industry experts, academic students, business associations, communication and marketing agencies, entrepreneurs, and all potential audiences with a specific interest in these topics.

Convergence of Cloud Computing, AI, and Agricultural Science

Author : Sharma, Avinash Kumar
Publisher : IGI Global
ISBN 13 :
Total Pages : 401 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Convergence of Cloud Computing, AI, and Agricultural Science by : Sharma, Avinash Kumar

Download or read book Convergence of Cloud Computing, AI, and Agricultural Science written by Sharma, Avinash Kumar and published by IGI Global. This book was released on 2023-08-18 with total page 401 pages. Available in PDF, EPUB and Kindle. Book excerpt: Convergence of Cloud Computing, AI, and Agricultural Science explores the transformative potential of integrating cutting-edge technologies into the field of agriculture. With the rapid advancements in cloud computing, Artificial Intelligence (AI), and the Internet of Things (IoT), this research presents a comprehensive framework for monitoring agriculture farms remotely using a smart cloud-based system. The book delves into the application of AI-based machine learning models, such as the Support Vector Machine (SVM), to accurately classify and process the collected data. This advanced research reference book also explores how digital information can provide farmers with information about international markets, enabling them to make informed decisions regarding their crops. With its academic tone and in-depth exploration of cloud computing in smart agriculture, this book serves as an essential resource for researchers, academics, and professionals in the fields of agriculture, computer science, and environmental science. By examining the convergence of cloud computing, AI, and agricultural science, it provides a roadmap for harnessing technology to revolutionize farming practices and ensure sustainable agri-food systems in the digital era.

Machine Learning and Deep Learning for Smart Agriculture and Applications

Author : Hashmi, Mohamamd Farukh
Publisher : IGI Global
ISBN 13 : 1668499762
Total Pages : 276 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Machine Learning and Deep Learning for Smart Agriculture and Applications by : Hashmi, Mohamamd Farukh

Download or read book Machine Learning and Deep Learning for Smart Agriculture and Applications written by Hashmi, Mohamamd Farukh and published by IGI Global. This book was released on 2023-08-29 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine Learning and Deep Learning for Smart Agriculture and Applications delves into the captivating realm of artificial intelligence and its pivotal role in transforming the landscape of modern agriculture. With a focus on precision agriculture, digital farming, and emerging concepts, this book illuminates the significance of sustainable food production and resource management in the face of evolving digital hardware and software technologies. Geospatial technology, robotics, the Internet of Things (IoT), and data analytics converge with machine learning and big data to unlock new possibilities in agricultural management. This book explores the synergy between these disciplines, offering cutting-edge insights into data-intensive processes within operational agricultural environments. From automated irrigation systems and agricultural drones for field analysis to crop monitoring and precision agriculture, the applications of machine learning are far-reaching. Animal identification and health monitoring also benefit from these advanced techniques. With practical case studies on vegetable and fruit leaf disease detection, drone-based agriculture, and the impact of pesticides on plants, this book provides a comprehensive understanding of the applications of machine learning and deep learning in smart agriculture. It also examines various modeling techniques employed in this field and showcases how artificial intelligence can revolutionize plant disease detection. This book serves as a comprehensive guide for researchers, practitioners, and students seeking to harness the power of AI in transforming the agricultural landscape.