Ai Y Blockchain En La Agricultura
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Ai Y Blockchain En La Agricultura
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Author : Santos Costa
language : es
Publisher:
Release Date : 2023-10-13
Ai Y Blockchain En La Agricultura written by Santos Costa and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-13 with Computers categories.
"IA y Blockchain en la agricultura: desafíos y oportunidades" es un trabajo innovador que se sumerge en el universo de la agricultura moderna, explorando la convergencia entre la Inteligencia Artificial (IA) y Blockchain. A lo largo de estas páginas, desentrañamos cómo estas tecnologías disruptivas están redefiniendo el panorama agrícola, desde la optimización de procesos hasta la promoción de la sostenibilidad. En el primer capítulo, ofrecemos una base sólida para abordar los fundamentos de la IA, presentando sus conceptos clave y los últimos avances en esta área. Luego profundizamos en el universo de la automatización agrícola en el capítulo dos, revelando cómo los tractores autónomos y la maquinaria inteligente están revolucionando la forma en que se llevan a cabo las operaciones agrícolas. El tercer capítulo nos transporta al mundo del monitoreo y análisis de datos, destacando cómo la IA potencia la toma de decisiones en el campo. Luego entramos en el territorio de la sostenibilidad agrícola con IA en el capítulo cuatro, explorando prácticas que promueven la conservación de los recursos y la adaptación al cambio climático. En el capítulo cinco, nos sumergimos en las aplicaciones de la IA en la gestión de cultivos, donde los agricultores cosechan los beneficios de la precisión y la eficiencia en la producción. El capítulo seis nos guía a través de los avances en la cadena de suministro agrícola, revelando cómo AI y Blockchain garantizan la transparencia y la autenticidad en la trayectoria de los productos. El séptimo capítulo nos lleva a la era de la automatización agrícola, destacando cómo las máquinas inteligentes están revolucionando la industria. Luego exploramos el papel crucial de la IA en la promoción de la sostenibilidad agrícola en el capítulo ocho, descubriendo prácticas que preservan los recursos naturales y mitigan los impactos ambientales. En el capítulo nueve, abordamos los desafíos éticos y regulatorios asociados con la implementación de la IA en la agricultura, asegurando que la tecnología beneficie a todos de manera responsable. Finalmente, concluimos nuestro viaje con una visión del futuro de la agricultura con IA, presentando las tendencias que darán forma al campo. "IA y Blockchain en la agricultura: desafíos y oportunidades" es una guía indispensable para agricultores, entusiastas de la tecnología y todos los que buscan comprender el papel transformador de AI y Blockchain en la agricultura moderna. Prepárate para un viaje hacia el futuro sostenible y eficiente de la agricultura.
Artificial Intelligence And Smart Agriculture Technology
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Author : Utku Kose
language : en
Publisher: CRC Press
Release Date : 2022-06-27
Artificial Intelligence And Smart Agriculture Technology written by Utku Kose and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-06-27 with Computers categories.
This book was created with the intention of informing an international audience about the latest technological aspects for developing smart agricultural applications. As artificial intelligence (AI) takes the main role in this, the majority of the chapters are associated with the role of AI and data analytics components for better agricultural applications. The first two chapters provide alternative, wide reviews of the use of AI, robotics, and the Internet of Things as effective solutions to agricultural problems. The third chapter looks at the use of blockchain technology in smart agricultural scenarios. In the fourth chapter, a future view is provided of an Internet of Things-oriented sustainable agriculture. Next, the fifth chapter provides a governmental evaluation of advanced farming technologies, and the sixth chapter discusses the role of big data in smart agricultural applications. The role of the blockchain is evaluated in terms of an industrial view under the seventh chapter, and the eighth chapter provides a discussion of data mining and data extraction, which is essential for better further analysis by smart tools. The ninth chapter evaluates the use of machine learning in food processing and preservation, which is a critical issue for dealing with issues concerns regarding insufficient foud sources. The tenth chapter also discusses sustainability, and the eleventh chapter focuses on the problem of plant disease prediction, which is among the critical agricultural issues. Similarly, the twelfth chapter considers the use of deep learning for classifying plant diseases. Finally, the book ends with a look at cyber threats to farming automation in the thirteenth chapter and a case study of India for a better, smart, and sustainable agriculture in the fourteenth chapter. This book presents the most critical research topics of today’s smart agricultural applications and provides a valuable view for both technological knowledge and ability that will be helpful to academicians, scientists, students who are the future of science, and industrial practitioners who collaborate with academia.
Applying Blockchain For Climate Action In Agriculture State Of Play And Outlook
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Author : Van Wassenaer, L., van Hilten, M., van Ingen, E., van Asseldonk, M.
language : en
Publisher: Food & Agriculture Org.
Release Date : 2021-03-10
Applying Blockchain For Climate Action In Agriculture State Of Play And Outlook written by Van Wassenaer, L., van Hilten, M., van Ingen, E., van Asseldonk, M. and has been published by Food & Agriculture Org. this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-03-10 with Science categories.
The objective of this study is to provide insights into potentialities, steps, and best practices in applying blockchain technology (BCT) to use cases in agriculture in the context of climate change, to explore the opportunities and challenges in applying the BCT in agricultural sectors with the aims of reducing greenhouse gas emission, increasing carbon sequestration, as well as supporting farmers’ adaptation to climate change. Furthermore, this study also aims to shed light on policy options and propose policy guidance adapted to developing countries on blockchain applications.
Ia E Blockchain Na Agricultura
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Author : Santos Costa
language : pt-BR
Publisher:
Release Date : 2023-10-13
Ia E Blockchain Na Agricultura written by Santos Costa and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-13 with Technology & Engineering categories.
"IA e Blockchain na Agricultura: Desafios e Oportunidades" é uma obra inovadora que mergulha no universo da agricultura moderna, explorando a convergência entre Inteligência Artificial (IA) e Blockchain. Ao longo destas páginas, desvendamos como estas tecnologias disruptivas estão redefinindo o cenário agrícola, desde a otimização de processos até a promoção da sustentabilidade. No primeiro capítulo, oferecemos uma base sólida ao abordar os fundamentos da IA, apresentando seus principais conceitos e os avanços mais recentes nesta área. Em seguida, adentramos no universo da automação agrícola no capítulo dois, revelando como tratores autônomos e maquinário inteligente estão revolucionando a forma como as operações agrícolas são conduzidas. O terceiro capítulo nos transporta para o mundo do monitoramento e análise de dados, destacando como a IA potencializa a tomada de decisões no campo. Em seguida, adentramos no território da sustentabilidade agrícola com IA no capítulo quatro, explorando práticas que promovem a conservação de recursos e a adaptação às mudanças climáticas. No capítulo cinco, mergulhamos nas aplicações de IA na gestão de culturas, onde os agricultores colhem os benefícios da precisão e eficiência na produção. O capítulo seis nos guia pelos avanços na cadeia de suprimentos agrícolas, revelando como a IA e o Blockchain garantem transparência e autenticidade na trajetória dos produtos. O sétimo capítulo nos leva à era da automação agrícola, destacando como máquinas inteligentes estão revolucionando a indústria. Em seguida, exploramos o papel crucial da IA na promoção da sustentabilidade agrícola no capítulo oito, desvendando práticas que preservam recursos naturais e mitigam impactos ambientais. No capítulo nove, enfrentamos os desafios éticos e regulatórios associados à implementação da IA na agricultura, garantindo que a tecnologia beneficie a todos de forma responsável. Finalmente, concluímos nossa jornada com uma visão do futuro da agricultura com IA, apresentando as tendências que moldarão o campo. "IA e Blockchain na Agricultura: Desafios e Oportunidades" é um guia indispensável para agricultores, entusiastas de tecnologia e todos que buscam compreender o papel transformador da IA e do Blockchain na agricultura moderna. Prepare-se para uma jornada rumo ao futuro sustentável e eficiente da agricultura.
Artificial Intelligence And Internet Of Things In Smart Farming
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Author : Mohamed Abdel-Basset
language : en
Publisher: CRC Press
Release Date : 2024-04-01
Artificial Intelligence And Internet Of Things In Smart Farming written by Mohamed Abdel-Basset and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-01 with Computers categories.
This book provides a broad overview of the areas of artificial intelligence (AI) that can be used for smart farming applications, through either successful engineering or ground-breaking research. Among them, the highlighted tactics are soil management, water management, crop management, livestock management, harvesting, and the integration of Internet of Things (IoT) in smart farming. Artificial Intelligence and Internet of Things in Smart Farming explores different types of smart framing systems for achieving sustainability goals in the real environment. The authors discuss the benefits of smart harvesting systems over traditional harvesting methods, including decreased labor requirements, increased crop yields, increased probabilities of successful harvests, enhanced visibility into crop health, and lower overall harvest and production costs. It explains and describes big data in terms of its potential five dimensions—volume, velocity, variety, veracity, and valuation—within the framework of smart farming. The authors also discuss the recent IoT technologies, such as fifth-generation networks, blockchain, and digital twining, to improve the sustainability and productivity of smart farming systems. The book identifies numerous issues that call for conceptual innovation and has the potential to progress machine learning (ML), resulting in significant impacts. As an illustration, the authors point out how smart farming offers an intriguing field for interpretable ML. The book then delves into the function of AI techniques, such as AI in accelerating the development of nano-enabled agriculture, thereby facilitating safe-by-design nanomaterials for various consumer products and medical applications. This book is for undergraduate students, graduate students, researchers, and AI engineers who pursue a strong understanding of the practical methods of machine learning in the agriculture domain. Practitioners and stakeholders would be able to follow this book to understand the potential of ML in their farming projects and agricultural solutions. Features: • Explores different types of smart framing systems for achieving sustainability goals in the real environment • Explores ML-based analytics such as generative adversarial networks (GAN), autoencoders, computational imaging, and quantum computing • Examines the development of intelligent machines to provide solutions to real-world problems, emphasizing smart farming applications, which are not modeled or are extremely difficult to model mathematically • Emphasizes methods for better managing crops, soils, water, and livestock, urging investors and businesspeople to occupy the existing vacant market area • Discusses AI-empowered Nanotechnology for smart farming
E Agriculture In Action Blockchain For Agriculture
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Author : Food and Agriculture Organization of the United Nations
language : en
Publisher: Food & Agriculture Org.
Release Date : 2019-02-15
E Agriculture In Action Blockchain For Agriculture written by Food and Agriculture Organization of the United Nations and has been published by Food & Agriculture Org. this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-02-15 with Technology & Engineering categories.
The growth of ICT in the last decade has provided many opportunities to overcome some of the challenges faced by the agriculture sector. Recent developments such as the increase in the use of mobile-broadband access devices, the Internet of things (IoT), drones, smart networks, capacity for big data analytics, and artificial intelligence have provided agriculture stakeholders with some key tools and technologies to improve production and marketing processes, for example, in agriculture and allied fields. One of the most discussed technologies of late is Distributed Ledger Technology (DLT); Blockchain is one implementation of DLTs. This publication aims to demystify the technology, provide some thoughts on the opportunities and challenges in implementing blockchain-based systems as well as document some case studies on the use of blockchain for agriculture.
Agriculture 5 0
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Author : Latief Ahmad
language : en
Publisher: CRC Press
Release Date : 2021-03-24
Agriculture 5 0 written by Latief Ahmad and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-03-24 with Science categories.
Agriculture 5.0: Artificial Intelligence, IoT & Machine Learning provides an interdisciplinary, integrative overview of latest development in the domain of smart farming. It shows how the traditional farming practices are being enhanced and modified by automation and introduction of modern scalable technological solutions that cut down on risks, enhance sustainability, and deliver predictive decisions to the grower, in order to make agriculture more productive. An elaborative approach has been used to highlight the applicability and adoption of key technologies and techniques such WSN, IoT, AI and ML in agronomic activities ranging from collection of information, analysing and drawing meaningful insights from the information which is more accurate, timely and reliable.It synthesizes interdisciplinary theory, concepts, definitions, models and findings involved in complex global sustainability problem-solving, making it an essential guide and reference. It includes real-world examples and applications making the book accessible to a broader interdisciplinary readership. This book clarifies hoe the birth of smart and intelligent agriculture is being nurtured and driven by the deployment of tiny sensors or AI/ML enabled UAV’s or low powered Internet of Things setups for the sensing, monitoring, collection, processing and storing of the information over the cloud platforms. This book is ideal for researchers, academics, post-graduate students and practitioners of agricultural universities, who want to embrace new agricultural technologies for Determination of site-specific crop requirements, future farming strategies related to controlling of chemical sprays, yield, price assessments with the help of AI/ML driven intelligent decision support systems and use of agri-robots for sowing and harvesting. The book will be covering and exploring the applications and some case studies of each technology, that have heavily made impact as grand successes. The main aim of the book is to give the readers immense insights into the impact and scope of WSN, IoT, AI and ML in the growth of intelligent digital farming and Agriculture revolution 5.0.The book also focuses on feasibility of precision farming and the problems faced during adoption of precision farming techniques, its potential in India and various policy measures taken all over the world. The reader can find a description of different decision support tools like crop simulation models, their types, and application in PA. Features: Detailed description of the latest tools and technologies available for the Agriculture 5.0. Elaborative information for different type of hardware, platforms and machine learning techniques for use in smart farming. Elucidates various types of predictive modeling techniques available for intelligent and accurate agricultural decision making from real time collected information for site specific precision farming. Information about different type of regulations and policies made by all over the world for the motivation farmers and innovators to invest and adopt the AI and ML enabled tools and farming systems for sustainable production.
Intelligent Robots And Drones For Precision Agriculture
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Author : Sundaravadivazhagan Balasubaramanian
language : en
Publisher: Springer Nature
Release Date :
Intelligent Robots And Drones For Precision Agriculture written by Sundaravadivazhagan Balasubaramanian and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.
Handbook Of Research On Ai Equipped Iot Applications In High Tech Agriculture
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Author : Khang, Alex
language : en
Publisher: IGI Global
Release Date : 2023-08-02
Handbook Of Research On Ai Equipped Iot Applications In High Tech Agriculture written by Khang, Alex and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-02 with Technology & Engineering categories.
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.
Artificial Intelligence And Smart Agriculture Applications
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Author : Utku Kose
language : en
Publisher: CRC Press
Release Date : 2022-09-07
Artificial Intelligence And Smart Agriculture Applications written by Utku Kose and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-07 with Computers categories.
An essential resource work for understanding how to design and develop smart applications for present and future problems of the field of agriculture.— Dr. Deepak Gupta, Maharaja Agrasen Institute of Technology, Delhi, India As a result of the advances in Artificial Intelligence (AI), many aspects of daily life have been transformed by smart digital technology. Advanced intelligent algorithms can provide powerful solutions to real-world problems. Smart applications have become commonplace. All areas of life are being changed by smart tools developed to deal with complex issues challenging both humanity and the earth. Artificial Intelligence and Smart Agriculture Applications presents the latest smart agriculture applications developed across the globe. It covers a broad array of solutions using data science and AI to attack problems facing agriculture worldwide. Features: Application of drones and sensors in advanced farming A cloud-computing model for implementing smart agriculture Conversational AI for farmer's advisory communications Intelligent fuzzy logic to predict global warming’s effect on agriculture Machine learning algorithms for mapping soil macronutrient elements variability A smart IoT framework for soil fertility enhancement AI applications in pest management A model using Python for predicting rainfall The book examines not only present solutions but also potential future outcomes. It looks at the role of AI-based algorithms and the almost infinite combinations of variables for agricultural applications. Researchers, public and private sector representatives, agriculture scientists, and students can use this book to develop sustainable and solutions for smart agriculture. This book’s findings are especially important as the planet is facing unprecedented environmental challenges from over-farming and climate change due to global warming.