Agricultural Internet of Things and Decision Support for Precision Smart Farming

Agricultural Internet of Things and Decision Support for Precision Smart Farming
Author: Annamaria Castrignano,Gabriele Buttafuoco,Raj Khosla,Abdul Mouazen,Dimitrios Moshou,Olivier Naud
Publsiher: Academic Press
Total Pages: 470
Release: 2020-01-09
ISBN: 0128183748
Category: Business & Economics
Language: EN, FR, DE, ES & NL

Agricultural Internet of Things and Decision Support for Precision Smart Farming Book Excerpt:

Agricultural Internet of Things and Decision Support for Smart Farming reveals how a set of key enabling technologies (KET) related to agronomic management, remote and proximal sensing, data mining, decision-making and automation can be efficiently integrated in one system. Chapters cover how KETs enable real-time monitoring of soil conditions, determine real-time, site-specific requirements of crop systems, help develop a decision support system (DSS) aimed at maximizing the efficient use of resources, and provide planning for agronomic inputs differentiated in time and space. This book is ideal for researchers, academics, post-graduate students and practitioners who want to embrace new agricultural technologies. Presents the science behind smart technologies for agricultural management Reveals the power of data science and how to extract meaningful insights from big data on what is most suitable based on individual time and space Proves how advanced technologies used in agriculture practices can become site-specific, locally adaptive, operationally feasible and economically affordable

Agriculture 5 0

Agriculture 5 0
Author: Latief Ahmad,Firasath Nabi
Publsiher: CRC Press
Total Pages: 224
Release: 2021-03-25
ISBN: 1000364437
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Agriculture 5 0 Book Excerpt:

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.

AI Edge and IoT based Smart Agriculture

AI  Edge and IoT based Smart Agriculture
Author: Ajith Abraham,Sujata Dash,Joel J.P.C. Rodrigues,Biswaranjan Acharya,Subhendu Kumar Pani
Publsiher: Academic Press
Total Pages: 574
Release: 2021-11-10
ISBN: 0128236957
Category: Business & Economics
Language: EN, FR, DE, ES & NL

AI Edge and IoT based Smart Agriculture Book Excerpt:

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

Handbook of Research of Internet of Things and Cyber Physical Systems

Handbook of Research of Internet of Things and Cyber Physical Systems
Author: Amit Kumar Tyagi,Niladhuri Sreenath
Publsiher: CRC Press
Total Pages: 680
Release: 2022-06-09
ISBN: 1000565343
Category: Computers
Language: EN, FR, DE, ES & NL

Handbook of Research of Internet of Things and Cyber Physical Systems Book Excerpt:

This new volume discusses how integrating IoT devices and cyber-physical systems can help society by providing multiple efficient and affordable services to users. It covers the various applications of IoT-based cyber-physical systems, such as satellite imaging in relation to climate change, industrial control systems, e-healthcare applications, security uses, automotive and traffic monitoring and control, urban smart city planning, and more. The authors also outline the methods, tools, and algorithms for IoT-based cyber-physical systems and explore the integration of machine learning, blockchain, and Internet of Things-based cloud applications. With the continuous emerging new technologies and trends in IoT technology and CPS, this volume will be a helpful resource for scientists, researchers, industry professionals, faculty and students, and others who wish to keep abreast of new developments and new challenges for sustainable development in Industry 4.0.

Proceedings of International Conference on Data Science and Applications

Proceedings of International Conference on Data Science and Applications
Author: Mukesh Saraswat
Publsiher: Springer Nature
Total Pages: 135
Release: 2022
ISBN: 9811653488
Category: Electronic Book
Language: EN, FR, DE, ES & NL

Proceedings of International Conference on Data Science and Applications Book Excerpt:

Emerging Smart Technologies

Emerging Smart Technologies
Author: Dr. Matthew N. O Sadiku
Publsiher: AuthorHouse
Total Pages: 180
Release: 2021-03-04
ISBN: 1665516607
Category: Education
Language: EN, FR, DE, ES & NL

Emerging Smart Technologies Book Excerpt:

We live in a world with an abundance of technologies and the technologies are developing and improving rapidly. Technologies are transforming our lifestyles, social interactions, and workplaces. Nearly everyone in the developed nations possesses multiple electronic gadgets (cell phones, tablets, personal computers, laptops, digital notebooks, etc.). Daily use of technology has evolved. Recent advances in the field of technology have led to the emergence of innovative solutions known as smart technologies. A technology is considered smart if it performs a task that an intelligent person can do. A smart or intelligent technology is a self-operative and corrective system that requires little or no human intervention. Smart technologies can be understood as a generalization of the concept of smart structures and the use of digital and communications technologies. They have given us new, powerful tools to work. Application of such technologies can transform the conventional cities into smart cities, conventional home into smart home, conventional farming into smart farming, etc. Today, we are in an era where everything is expected to be smart. Common examples include smart cities, smart factory, smart agriculture, smart farming, smart healthcare, smart university, smart medication, smart water, smart food, smart materials, smart devices, smart phones, smart grid, smart energy, smart homes, smart buildings, smart metering, smart appliances, smart equipment, smart heating controls, smart lighting systems, smart watch, smart economy, smart environment, smart grids, smart transportation, smart mobility, smart manufacturing, smart living, smart environment, smart people, etc. These technologies will ensure equity, fairness, and realize a better quality of life. The combined autonomy and ambience of smart technologies simultaneously provides the conduit through which our choices are affected. These smart technologies go hand-in-hand with a new technology called the Internet of things (IoT).

Building Climate Resilience in Agriculture

Building Climate Resilience in Agriculture
Author: Wajid Nasim Jatoi
Publsiher: Springer Nature
Total Pages: 135
Release: 2022
ISBN: 3030794083
Category: Electronic Book
Language: EN, FR, DE, ES & NL

Building Climate Resilience in Agriculture Book Excerpt:

Internet of Things and Analytics for Agriculture Volume 3

Internet of Things and Analytics for Agriculture  Volume 3
Author: Prasant Kumar Pattnaik,Raghvendra Kumar,Souvik Pal
Publsiher: Springer Nature
Total Pages: 380
Release: 2021-11-10
ISBN: 981166210X
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Internet of Things and Analytics for Agriculture Volume 3 Book Excerpt:

The book discusses one of the major challenges in agriculture which is delivery of cultivate produce to the end consumers with best possible price and quality. Currently all over the world, it is found that around 50% of the farm produce never reaches the end consumer due to wastage and suboptimal prices. The authors present solutions to reduce the transport cost, predictability of prices on the past data analytics and the current market conditions, and number of middle hops and agents between the farmer and the end consumer using IoT-based solutions. Again, the demand by consumption of agricultural products could be predicted quantitatively; however, the variation of harvest and production by the change of farm's cultivated area, weather change, disease and insect damage, etc., could be difficult to be predicted, so that the supply and demand of agricultural products has not been controlled properly. To overcome, this edited book designed the IoT-based monitoring system to analyze crop environment and the method to improve the efficiency of decision making by analyzing harvest statistics. The book is also useful for academicians working in the areas of climate changes.

ooperation and Sustainable Development

  ooperation and Sustainable Development
Author: Aleksei V. Bogoviz
Publsiher: Springer Nature
Total Pages: 135
Release: 2022
ISBN: 3030770001
Category: Electronic Book
Language: EN, FR, DE, ES & NL

ooperation and Sustainable Development Book Excerpt:

Nitrate Handbook

Nitrate Handbook
Author: Christos Tsadilas
Publsiher: CRC Press
Total Pages: 446
Release: 2022-01-03
ISBN: 1000466884
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Nitrate Handbook Book Excerpt:

Nitrate Handbook: Environmental, Agricultural, and Health Effects provides an overview of the entire nitrate cycle and the processes influencing nitrate transformation. It clearly identifies the role of nitrate as an essential nutrient in plant growth, food preservation, and human health. Using the most up-to-date knowledge and research, this handbook illustrates how the steadily increasing human population and demand for food, which results in higher amounts of nitrate needed by soils, makes new regulations on the management and usage of nitrates a high priority. A detailed explanation concerning the discrepancies between the public’s perception of nitrate’s harm versus the reality of its human health benefits is given via a balanced and evidence-based approach. All questions pertaining to the influences of nitrate and its derivatives on plant physiology and human health are explored in depth. This comprehensive resource with contributions from distinguished researches in the field is a must-have for professionals and students who study and work with nitrates. Features: Includes in depth discussion on the wide spectrum of nitrate present in the environment. Focuses on the progress made on nitrate research and its importance. Answers all questions about nitrate and its derivatives’ influences on plant physiology and human health. Enables decision makers and public authorities to manage social concerns Compiles in one resource the findings of many distinguished researchers in the field.

Smart Agriculture Automation Using Advanced Technologies

Smart Agriculture Automation Using Advanced Technologies
Author: Amitava Choudhury,Arindam Biswas,T. P. Singh,Santanu Kumar Ghosh
Publsiher: Springer Nature
Total Pages: 228
Release: 2022-01-01
ISBN: 9811661243
Category: Computers
Language: EN, FR, DE, ES & NL

Smart Agriculture Automation Using Advanced Technologies Book Excerpt:

This book addresses the challenges for developing and emerging trends in Internet-of-Things (IoT) for smart agriculture platforms. It also describes data analytics & machine learning, cloud architecture, automation & robotics and aims to overcome existing barriers for smart agriculture with commercial viability. It discusses IoT-based monitoring systems for analyzing the crop environment, and methods for improving the efficiency of decision-making based on the analysis of harvest statistics. The book explores a range of applications including intelligent field monitoring, intelligent data processing and sensor technologies, predictive analysis systems, crop monitoring, and weather data-enabled analysis in IoT agro-systems. This volume will be helpful for engineering and technology experts and researchers, as well as for policy-makers.

Smart Sensors for Industrial Internet of Things

Smart Sensors for Industrial Internet of Things
Author: Deepak Gupta,Victor Hugo C. de Albuquerque,Ashish Khanna,Purnima Lala Mehta
Publsiher: Springer Nature
Total Pages: 306
Release: 2021-02-01
ISBN: 3030526240
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Smart Sensors for Industrial Internet of Things Book Excerpt:

This book brings together the latest research in smart sensors technology and exposes the reader to myriad industrial applications that this technology has enabled. The book emphasizes several topics in the area of smart sensors in industrial real-world applications. The contributions in this book give a broader view on the usage of smart sensor devices covering a wide range of interdisciplinary areas like Intelligent Transport Systems, Healthcare, Agriculture, Drone communications and Security. By presenting an insight into Smart Sensors for Industrial IoT, this book directs the readers to explore the utility and advancement in smart sensors and their applications into numerous research fields. Lastly, the book aims to reach through a mass number of industry experts, researchers, scientists, engineers, and practitioners and help them guide and evolve to advance research practices.

Smart Computing Techniques and Applications

Smart Computing Techniques and Applications
Author: Suresh Chandra Satapathy,Vikrant Bhateja,Margarita N. Favorskaya,T. Adilakshmi
Publsiher: Springer Nature
Total Pages: 827
Release: 2021-07-13
ISBN: 9811615020
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Smart Computing Techniques and Applications Book Excerpt:

This book presents best selected papers presented at the 4th International Conference on Smart Computing and Informatics (SCI 2020), held at the Department of Computer Science and Engineering, Vasavi College of Engineering (Autonomous), Hyderabad, Telangana, India. It presents advanced and multi-disciplinary research towards the design of smart computing and informatics. The theme is on a broader front which focuses on various innovation paradigms in system knowledge, intelligence and sustainability that may be applied to provide realistic solutions to varied problems in society, environment and industries. The scope is also extended towards the deployment of emerging computational and knowledge transfer approaches, optimizing solutions in various disciplines of science, technology and health care.

Innovations in the Industrial Internet of Things IIoT and Smart Factory

Innovations in the Industrial Internet of Things  IIoT  and Smart Factory
Author: Goundar, Sam,Avanija, J.,Sunitha, Gurram,Madhavi, K. Reddy,Bhushan, S. Bharath
Publsiher: IGI Global
Total Pages: 311
Release: 2021-01-22
ISBN: 1799833771
Category: Computers
Language: EN, FR, DE, ES & NL

Innovations in the Industrial Internet of Things IIoT and Smart Factory Book Excerpt:

Industrial internet of things (IIoT) is changing the face of industry by completely redefining the way stakeholders, enterprises, and machines connect and interact with each other in the industrial digital ecosystem. Smart and connected factories, in which all the machinery transmits real-time data, enable industrial data analytics for improving operational efficiency, productivity, and industrial processes, thus creating new business opportunities, asset utilization, and connected services. IIoT leads factories to step out of legacy environments and arcane processes towards open digital industrial ecosystems. Innovations in the Industrial Internet of Things (IIoT) and Smart Factory is a pivotal reference source that discusses the development of models and algorithms for predictive control of industrial operations and focuses on optimization of industrial operational efficiency, rationalization, automation, and maintenance. While highlighting topics such as artificial intelligence, cyber security, and data collection, this book is ideally designed for engineers, manufacturers, industrialists, managers, IT consultants, practitioners, students, researchers, and industrial industry professionals.

International Conference on Multi disciplinary Technologies and challenges in Industry 4 0

International Conference on Multi disciplinary Technologies and challenges in Industry 4 0
Author: Dr. Prakash s, dr. Silvia liberataullo, dr. Yogesh g s, dr. I manimozhi, prof. Shilpa patil.
Publsiher: Archers & Elevators Publishing House
Total Pages: 135
Release: 2022
ISBN: 8194773830
Category: Antiques & Collectibles
Language: EN, FR, DE, ES & NL

International Conference on Multi disciplinary Technologies and challenges in Industry 4 0 Book Excerpt:

Artificial Intelligence and IoT Based Technologies for Sustainable Farming and Smart Agriculture

Artificial Intelligence and IoT Based Technologies for Sustainable Farming and Smart Agriculture
Author: Tomar, Pradeep,Kaur, Gurjit
Publsiher: IGI Global
Total Pages: 400
Release: 2021-01-08
ISBN: 1799817245
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Artificial Intelligence and IoT Based Technologies for Sustainable Farming and Smart Agriculture Book Excerpt:

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.

Smart Farming Technologies for Sustainable Agricultural Development

Smart Farming Technologies for Sustainable Agricultural Development
Author: Poonia, Ramesh C.,Gao, Xiao-Zhi,Raja, Linesh,Sharma, Sugam,Vyas, Sonali
Publsiher: IGI Global
Total Pages: 308
Release: 2018-08-10
ISBN: 1522559108
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Smart Farming Technologies for Sustainable Agricultural Development Book Excerpt:

In order to meet food needs, farmers need to integrate the latest technologies enabling them to make more informed decisions. Smart Farming Technologies for Sustainable Agricultural Development provides innovative insights into the latest farming advancements in terms of informatics and communication. The content within this publication represents the work of topics such as sensor systems, wireless communication, and the integration of the Internet of Things in agriculture-related processes. It is a vital reference source for farmers, academicians, researchers, government agencies, technology developers, and graduate-level students seeking current research on smart farming technologies.

Emerging Trends in IoT and Integration with Data Science Cloud Computing and Big Data Analytics

Emerging Trends in IoT and Integration with Data Science  Cloud Computing  and Big Data Analytics
Author: Taser, Pelin Yildirim
Publsiher: IGI Global
Total Pages: 334
Release: 2021-11-05
ISBN: 1799841871
Category: Computers
Language: EN, FR, DE, ES & NL

Emerging Trends in IoT and Integration with Data Science Cloud Computing and Big Data Analytics Book Excerpt:

The internet of things (IoT) has emerged to address the need for connectivity and seamless integration with other devices as well as big data platforms for analytics. However, there are challenges that IoT-based applications face including design and implementation issues; connectivity problems; data gathering, storing, and analyzing in cloud-based environments; and IoT security and privacy issues. Emerging Trends in IoT and Integration with Data Science, Cloud Computing, and Big Data Analytics is a critical reference source that provides theoretical frameworks and research findings on IoT and big data integration. Highlighting topics that include wearable sensors, machine learning, machine intelligence, and mobile computing, this book serves professionals who want to improve their understanding of the strategic role of trust at different levels of the information and knowledge society. It is therefore of most value to data scientists, computer scientists, data analysts, IT specialists, academicians, professionals, researchers, and students working in the field of information and knowledge management in various disciplines that include but are not limited to information and communication sciences, administrative sciences and management, education, sociology, computer science, etc. Moreover, the book provides insights and supports executives concerned with the management of expertise, knowledge, information, and organizational development in different types of work communities and environments.

Artificial Intelligence and Smart Agriculture Technology

Artificial Intelligence and Smart Agriculture Technology
Author: Utku Kose,V. B. Surya Prasath,M. Rubaiyat Hossain Mondal,Prajoy Podder,Subrato Bharati
Publsiher: CRC Press
Total Pages: 318
Release: 2022-06-27
ISBN: 1000604373
Category: Computers
Language: EN, FR, DE, ES & NL

Artificial Intelligence and Smart Agriculture Technology Book Excerpt:

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.

Machine Learning Applications

Machine Learning Applications
Author: Rik Das,Siddhartha Bhattacharyya,Sudarshan Nandy
Publsiher: Walter de Gruyter GmbH & Co KG
Total Pages: 153
Release: 2020-04-20
ISBN: 3110610981
Category: Computers
Language: EN, FR, DE, ES & NL

Machine Learning Applications Book Excerpt:

The publication is attempted to address emerging trends in machine learning applications. Recent trends in information identification have identified huge scope in applying machine learning techniques for gaining meaningful insights. Random growth of unstructured data poses new research challenges to handle this huge source of information. Efficient designing of machine learning techniques is the need of the hour. Recent literature in machine learning has emphasized on single technique of information identification. Huge scope exists in developing hybrid machine learning models with reduced computational complexity for enhanced accuracy of information identification. This book will focus on techniques to reduce feature dimension for designing light weight techniques for real time identification and decision fusion. Key Findings of the book will be the use of machine learning in daily lives and the applications of it to improve livelihood. However, it will not be able to cover the entire domain in machine learning in its limited scope. This book is going to benefit the research scholars, entrepreneurs and interdisciplinary approaches to find new ways of applications in machine learning and thus will have novel research contributions. The lightweight techniques can be well used in real time which will add value to practice.