Spore 195 Smart Farming Transforming Agriculture With Artificial Intelligence

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Spore 195 Smart Farming Transforming Agriculture With Artificial Intelligence
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Author : CTA
language : en
Publisher: CTA
Release Date : 2019-12-01
Spore 195 Smart Farming Transforming Agriculture With Artificial Intelligence written by CTA and has been published by CTA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-12-01 with Business & Economics categories.
Transforming Agriculture with Artificial Intelligence. At a time where the world needs to produce more with fewer resources, artificial intelligence (AI) could help to transform agriculture worldwide. SPORE is the quarterly magazine of the Technical Centre for Agricultural and Rural Cooperation (CTA), offering a global perspective on agribusiness and sustainable agriculture. CTA operates under the Cotonou Agreement between the countries of the Africa, Caribbean and Pacific (ACP) group and the European Union and is financed by the EU.
Transforming Agriculture Through Artificial Intelligence For Sustainable Food Systems
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Author : Priyanka Lal
language : en
Publisher: Springer Nature
Release Date : 2025-05-14
Transforming Agriculture Through Artificial Intelligence For Sustainable Food Systems written by Priyanka Lal and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-14 with Business & Economics categories.
This book aims to explore the groundbreaking intersection of artificial intelligence (AI) and agriculture, focusing on how innovative technologies can be harnessed to create sustainable and resilient food systems. As global challenges such as climate change, population growth, and resource scarcity intensify, this book seeks to provide a comprehensive guide to leveraging AI for optimizing agricultural practices, enhancing productivity, and promoting environmental stewardship. The final chapter summarizes key findings, highlighting the overarching themes, and providing insights into the future of AI in agriculture. Emphasis is placed on the importance of collaboration, ethical considerations, and responsible deployment of AI technologies to ensure a sustainable and equitable food future. This book is intended for a diverse audience, including researchers, academics, policymakers, agri-tech professionals, farmers, and students interested in the future of agriculture, sustainability, and emerging technologies.
Transforming Agriculture For The Digital Age Integrating Artificial Intelligence Cloud Computing And Big Data Solutions For Sustainable And Smart Farming Systems
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Author : Sathya Kannan
language : en
Publisher: Deep Science Publishing
Release Date : 2025-06-06
Transforming Agriculture For The Digital Age Integrating Artificial Intelligence Cloud Computing And Big Data Solutions For Sustainable And Smart Farming Systems written by Sathya Kannan and has been published by Deep Science Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-06 with Technology & Engineering categories.
Agriculture stands at the threshold of a digital transformation that promises to reshape how food is grown, managed, and distributed across the globe. Transforming Agriculture for the Digital Age: Integrating Artificial Intelligence, Cloud Computing, and Big Data Solutions for Sustainable and Smart Farming Systems delves into this pivotal shift, offering a comprehensive exploration of how emerging technologies are being harnessed to revolutionize the agricultural sector. In the face of mounting global challenges—including climate change, resource scarcity, population growth, and supply chain disruptions—traditional farming methods are no longer sufficient. The integration of Artificial Intelligence (AI), Cloud Computing, and Big Data offers powerful tools to optimize crop yields, enhance soil health, monitor weather patterns, reduce waste, and make farming more resilient and sustainable. This book is a reflection of the urgent need to modernize agriculture through precision and intelligence. Designed for agricultural scientists, technologists, policymakers, entrepreneurs, and students, this volume provides insights into the practical applications of smart farming technologies. It presents case studies, technological frameworks, and forward-looking strategies that demonstrate how data-driven decision-making is enabling real-time insights and automation across the agricultural value chain—from farm to fork. By examining innovations such as AI-powered crop monitoring, cloud-based farm management platforms, and predictive analytics for resource optimization, the book emphasizes a critical message: the future of agriculture is not only digital but also deeply sustainable and inclusive. It highlights the importance of bridging the digital divide and ensuring that smallholder and rural farmers also benefit from technological advancements. As we move into an era where food security, environmental sustainability, and technological innovation intersect, this book aims to serve as a foundational guide and an inspiration to those shaping the future of smart agriculture.
Agriculture 4 0
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Author : Sheetanshu Gupta
language : en
Publisher: CRC Press
Release Date : 2024-12-06
Agriculture 4 0 written by Sheetanshu Gupta and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-06 with Technology & Engineering categories.
With the convergence of the Internet of Things (IoT) and Artificial Intelligence (AI), the traditional methods of farming are undergoing transformation. By harnessing the power of data-driven insights and automation, farmers can now make informed decisions in real time, optimize resource utilization, and mitigate risks associated with crop management and livestock welfare. This book serves as a guide to the integration of IoT and AI in agriculture and discusses the methodologies, applications, and challenges in this rapidly evolving field. It details various aspects of smart farming—from crop monitoring and precision agriculture to livestock management and food supply chain transparency—and provides insight into the potential of IoT and AI to revolutionize agricultural practices and address the global challenges of food security, environmental sustainability, and economic development. Print edition not for sale in South Asia (India, Sri Lanka, Nepal, Bangladesh, Pakistan or Bhutan)
Smart Agriculture
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Author : Amol Dattatray Dhaygude
language : en
Publisher: CRC Press
Release Date : 2024-12-18
Smart Agriculture written by Amol Dattatray Dhaygude and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-18 with Technology & Engineering categories.
This book, Smart Agriculture: Harnessing Machine Learning for Crop Management, is a comprehensive guide designed to explore the various facets of integrating machine learning into agricultural practices. It aims to provide readers with a solid foundation in machine learning concepts while demonstrating their practical applications in real-world farming scenarios. It also examines the role of remote monitoring and precision agriculture, highlighting how technologies such as remote sensing and recurrent neural networks can optimize farming practices. This book: · Emphasizes sustainable agricultural practices and data-driven decision-making for eco-friendly farming. · Highlights the importance of using environmentally friendly practices, and how machine learning can play a pivotal role in achieving sustainability goals. · Discusses topics such as crop optimization, disease detection, pest control, resource management, precision agriculture, and sustainability. · Covers predictive analytics for weather forecasting, Internet of Things applications for precision agriculture, and the role of sensors in data collection. · Illustrates optimizing resource allocation, irrigation with artificial intelligence, and machine learning for soil health assessment. Whether you are a researcher, a student, an agricultural professional, or a technology enthusiast, this book offers valuable insights into the transformative power of machine learning in agriculture. It invites readers to explore the potential of machine learning to transform farming practices, improve food security, and promote environmental sustainability.
Precision And Intelligence In Agriculture Advanced Technologies For Sustainable Farming
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Author : Whig, Pawan
language : en
Publisher: IGI Global
Release Date : 2025-06-19
Precision And Intelligence In Agriculture Advanced Technologies For Sustainable Farming written by Whig, Pawan and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-19 with Technology & Engineering categories.
The integration of advanced technologies enables farmers to optimize resources and make more informed decisions. This shift toward smart farming not only enhances productivity and profitability, but also supports sustainability by reducing waste, conserving water, and minimizing chemical inputs. As the agricultural sector faces the dual challenge of feeding a rising population and combating climate change, precision and intelligent technologies represent a vital path forward for resilient and responsible farming practices. Precision and Intelligence in Agriculture: Advanced Technologies for Sustainable Farming explores the way artificial intelligence and other technologies have transformed the agricultural sector. It further discusses how these technologies can be used in support of sustainable farming. Covering topics such agriculture 4.0, hydroponics, and precision agriculture, this book is an excellent resource for academics, policymakers, and researchers.
Ai Edge And Iot Based Smart Agriculture
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Author : Ajith Abraham
language : en
Publisher: Academic Press
Release Date : 2021-11-10
Ai Edge And Iot Based Smart Agriculture written by Ajith Abraham and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-10 with Technology & Engineering categories.
AI, Edge, and IoT Smart Agriculture integrates applications of IoT, edge computing, and data analytics for sustainable agricultural development and introduces Edge of Thing-based data analytics and IoT for predictability of crop, soil, and plant disease occurrence for improved sustainability and increased profitability. The book also addresses precision irrigation, precision horticulture, greenhouse IoT, livestock monitoring, IoT ecosystem for agriculture, mobile robot for precision agriculture, energy monitoring, storage management, and smart farming. The book provides an overarching focus on sustainable environment and sustainable economic development through smart and e-agriculture. Providing a medium for the exchange of expertise and inspiration, contributions from both smart agriculture and data mining researchers around the world provide foundational insights. The book provides practical application opportunities for the resolution of real-world problems, including contributions from the data mining, data analytics, Edge of Things, and cloud research communities working in the farming production sector. The book offers broad coverage of the concepts, themes, and instruments of this important and evolving area of IOT-based agriculture, Edge of Things and cloud-based farming, Greenhouse IOT, mobile agriculture, sustainable agriculture, and big data analytics in agriculture toward smart farming. - Integrates sustainable agriculture, Greenhouse IOT, precision agriculture, crops monitoring, crops controlling to prediction, livestock monitoring, and farm management - Presents data mining techniques for precision agriculture, including weather prediction, plant disease prediction, and decision support for crop and soil selection - Promotes the importance and uses in managing the agro ecosystem for food security - Emphasizes low energy usage options for low cost and environmental sustainability
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 Internet Of Everything For Automated And Sustainable Farming
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Author : Ray, Biplob
language : en
Publisher: IGI Global
Release Date : 2025-05-01
Intelligent Internet Of Everything For Automated And Sustainable Farming written by Ray, Biplob and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-01 with Computers categories.
With the convergence of technology in agriculture, intelligent Internet of Everything (IoE) creates efficient sustainable farming practices. The integration of Internet of Things (loT), robotics, and data analytics optimize the technology used for efficient farming practices and improved environmental conditions. By leveraging the power of IoE, this approach enhances productivity and crop quality and addresses critical challenges such as climate change, labor shortages, and food security, laying the groundwork for a resilient and tech-driven agricultural future. Intelligent Internet of Everything for Automated and Sustainable Farming explores IoE in smart farming applications. It examines the advancements of drone technologies and AI in agriculture sustainability, using real world issues as examples on how to expertly use IoE in smart sustainable agriculture. This book covers topics such as agriculture technology, smart farming, and autonomous weeding, and is a useful resource business owners, engineers, agriculturalists, farmers, academicians, scientists, and researchers.
Artificial Intelligence And Iot Based Technologies For Sustainable Farming And Smart Agriculture
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Author : Tomar, Pradeep
language : en
Publisher: IGI Global
Release Date : 2021-01-08
Artificial Intelligence And Iot Based Technologies For Sustainable Farming And Smart Agriculture written by Tomar, Pradeep and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-01-08 with Technology & Engineering categories.
As technology continues to saturate modern society, agriculture has started to adopt digital computing and data-driven innovations. This emergence of “smart” farming has led to various advancements in the field, including autonomous equipment and the collection of climate, livestock, and plant data. As connectivity and data management continue to revolutionize the farming industry, empirical research is a necessity for understanding these technological developments. Artificial Intelligence and IoT-Based Technologies for Sustainable Farming and Smart Agriculture provides emerging research exploring the theoretical and practical aspects of critical technological solutions within the farming industry. Featuring coverage on a broad range of topics such as crop monitoring, precision livestock farming, and agronomic data processing, this book is ideally designed for farmers, agriculturalists, product managers, farm holders, manufacturers, equipment suppliers, industrialists, governmental professionals, researchers, academicians, and students seeking current research on technological applications within agriculture and farming.