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Towards Responsible Plant Data Linkage Data Challenges For Agricultural Research And Development
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Book Synopsis Towards Responsible Plant Data Linkage: Data Challenges for Agricultural Research and Development by : Hugh F. Williamson
Download or read book Towards Responsible Plant Data Linkage: Data Challenges for Agricultural Research and Development written by Hugh F. Williamson and published by Springer Nature. This book was released on 2022-10-26 with total page 327 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book provides the first systematic overview of existing challenges and opportunities for responsible data linkage, and a cutting-edge assessment of which steps need to be taken to ensure that plant data are ethically shared and used for the benefit of ensuring global food security – one of the UN’s Sustainable Development Goals. The volume focuses on the contemporary contours of such challenges through sustained engagement with current and historical initiatives and discussion of best practices and prospective future directions for ensuring responsible plant data linkage. The volume is divided into four sections that include case studies of plant data use and linkage in the context of particular research projects, breeding programs, and historical research. It address technical challenges of data linkage in developing key tools, standards and infrastructures, and examines governance challenges of data linkage in relation to socioeconomic and environmental research and data collection. Finally, the last section addresses issues raised by new data production and linkage methods for the inclusion of agriculture’s diverse stakeholders. This book brings together leading experts in data curation, data governance and data studies from a variety of fields, including data science, plant science, agricultural research, science policy, data ethics and the philosophy, history and social studies of plant science.
Book Synopsis Agriculture 4.0 by : Sheetanshu Gupta
Download or read book Agriculture 4.0 written by Sheetanshu Gupta and published by CRC Press. This book was released on 2024-12-06 with total page 563 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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)
Book Synopsis Predictive Analytics in Smart Agriculture by : Saravanan Krishnan
Download or read book Predictive Analytics in Smart Agriculture written by Saravanan Krishnan and published by CRC Press. This book was released on 2023-12-18 with total page 386 pages. Available in PDF, EPUB and Kindle. Book excerpt: Predictive Analysis in Smart Agricultureexplores computational engineering techniques and applications in agriculture development. Recent technologies such as cloud computing, IoT, big data, and machine learning are focused on for smart agricultural engineering. The book also provides a case-oriented approach for IoT-based agricultural systems. This book deals with all aspects of smart agriculture with state-of-the-art predictive analysis in the complete 360-degree view spectrum. The book includes the concepts of urban and vertical farming using Agro IoT systems and renewable energy sources for modern agriculture trends. It discusses the real-world challenges, complexities in Agro IoT, and advantages of incorporating smart technology. It also presents the rapid advancement of the technologies in the existing Agri model by applying the various techniques. Novel architectural solutions in smart agricultural engineering are the core aspects of this book. Several predictive analysis tools and smart agriculture are also incorporated. This book can be used as a textbook for students in predictive analysis, agriculture engineering, precision farming, and smart agriculture. It can also be a reference book for practicing professionals in cloud computing, IoT, big data, machine learning, and deep learning working on smart agriculture applications.
Book Synopsis Philosophy of Open Science by : Sabina Leonelli
Download or read book Philosophy of Open Science written by Sabina Leonelli and published by Cambridge University Press. This book was released on 2023-08-31 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Element proposes to frame openness in the Open Science [OS] movement as the effort to establish judicious connections among systems of practice, predicated on a process-oriented view of research as a tool for effective and responsible agency. This title is also available as Open Access on Cambridge Core.
Book Synopsis Explainable AI (XAI) for Sustainable Development by : Lakshmi D
Download or read book Explainable AI (XAI) for Sustainable Development written by Lakshmi D and published by CRC Press. This book was released on 2024-06-26 with total page 335 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents innovative research works to automate, innovate, design, and deploy AI fo real-world applications. It discusses AI applications in major cutting-edge technologies and details about deployment solutions for different applications for sustainable development. The application of Blockchain techniques illustrates the ways of optimisation algorithms in this book. The challenges associated with AI deployment are also discussed in detail, and edge computing with machine learning solutions is explained. This book provides multi-domain applications of AI to the readers to help find innovative methods towards the business, sustainability, and customer outreach paradigms in the AI domain. • Focuses on virtual machine placement and migration techniques for cloud data centres • Presents the role of machine learning and meta-heuristic approaches for optimisation in cloud computing services • Includes application of placement techniques for quality of service, performance, and reliability improvement • Explores data centre resource management, load balancing and orchestration using machine learning techniques • Analyses dynamic and scalable resource scheduling with a focus on resource management The reference work is for postgraduate students, professionals, and academic researchers in computer science and information technology.
Book Synopsis Artificial Intelligence For Science: A Deep Learning Revolution by : Alok Choudhary
Download or read book Artificial Intelligence For Science: A Deep Learning Revolution written by Alok Choudhary and published by World Scientific. This book was released on 2023-03-21 with total page 803 pages. Available in PDF, EPUB and Kindle. Book excerpt: This unique collection introduces AI, Machine Learning (ML), and deep neural network technologies leading to scientific discovery from the datasets generated both by supercomputer simulation and by modern experimental facilities.Huge quantities of experimental data come from many sources — telescopes, satellites, gene sequencers, accelerators, and electron microscopes, including international facilities such as the Large Hadron Collider (LHC) at CERN in Geneva and the ITER Tokamak in France. These sources generate many petabytes moving to exabytes of data per year. Extracting scientific insights from these data is a major challenge for scientists, for whom the latest AI developments will be essential.The timely handbook benefits professionals, researchers, academics, and students in all fields of science and engineering as well as AI, ML, and neural networks. Further, the vision evident in this book inspires all those who influence or are influenced by scientific progress.
Book Synopsis Smart Agritech by : Santosh Kumar Srivastava
Download or read book Smart Agritech written by Santosh Kumar Srivastava and published by John Wiley & Sons. This book was released on 2024-10-08 with total page 596 pages. Available in PDF, EPUB and Kindle. Book excerpt: Agriculture has always been a vital sector of the global economy, providing food and raw materials for industries and households. However, with the growing population, changing climate conditions, and limited resources, the agriculture sector is facing numerous challenges. To address these challenges, farmers and agricultural companies are turning to advanced technologies such as Robotics, Artificial Intelligence (AI), and the Internet of Things (IoT). This exciting new volume provides a comprehensive overview of the latest technological advances in agriculture, focusing on the use of these three cutting-edge technologies. The book will explore the potential benefits of these technologies in improving agricultural efficiency, productivity, and sustainability. Whether for the veteran engineer, scientist in the lab, student, or faculty, this groundbreaking new volume is a valuable resource for researchers and other industry professionals interested in the intersection of technology and agriculture.
Book Synopsis Utilizing Virtual Communities in Professional Practice by : Smerda-Mason, Dana L.
Download or read book Utilizing Virtual Communities in Professional Practice written by Smerda-Mason, Dana L. and published by IGI Global. This book was released on 2024-07-23 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: In an era dominated by the demands of the 21st-century workforce, the imperative for distributed and asynchronous work has never been more pronounced. Global organizations grapple with the challenge of fostering connections for diverse purposes, ranging from team building to promoting inclusivity in the context of diversity, equity, and inclusion (DEI), and addressing collaborative operational needs. A deep dive into the creation and utilization of virtual communities, illuminating their effectiveness in various professional settings across industries is necessary to empower leaders to connect with their teams. From informal social learning environments to formal organizational structures, more knowledge is needed to showcase how professionals can leverage authentic connections to inform and support modern professional practice. Utilizing Virtual Communities in Professional Practice serves this purpose and stands as a comprehensive guide that seeks to support professionals in exploring the latest theoretical frameworks underpinning successful virtual communities. Each chapter of the book combines theoretical insights with practical applications, rooted in research and supported by relevant literature. By providing examples from diverse industries, the book empowers individuals to consider new virtual community approaches for their unique professional settings. The objective is to equip readers with new ideas and considerations, enabling them to customize and implement virtual communities effectively in realms such as education, business, and community engagement.
Book Synopsis Transdisciplinary Research, Sustainability, and Social Transformation by : Tom Dedeurwaerdere
Download or read book Transdisciplinary Research, Sustainability, and Social Transformation written by Tom Dedeurwaerdere and published by Taylor & Francis. This book was released on 2023-12-11 with total page 187 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book addresses the gap in the existing literature on the governance of transdisciplinary research partnerships in transformational sustainability research by exploring the governance of knowledge co-production in coupled socio-ecological system dynamics. Multiple social and ecological crises raise new cross-sectoral research questions that call for an evolution in contemporary science in the direction of society-wide knowledge co-production on sustainability transformations of interdependent social and ecological systems. This book proposes a new approach to this based on enabling capacities for collaboration among scientific researchers and societal actors with diverse values, perspectives, and research interests. By drawing upon the thriving literature on the conditions for community and multistakeholder-driven collective action, the analysis sheds new light on the governance arrangements for organizing so-called transdisciplinary research partnerships for sustainability. This book identifies robust conditions that lead to effective collaborative research with societal actors and digs deeper into capacity building for partnership research through fostering social learning on sustainability values among research partners and organizing training and knowledge exchange at institutions of higher education. The book proposes solutions for addressing collective action challenges in transdisciplinary partnerships in an accessible and broadly interdisciplinary manner to a large audience of sustainability scholars and practitioners. It will be of interest to students and researchers in the fields of sustainable development, social ecological transitions, and science policy, while also being a useful resource for engineers, QSE managers, and policymakers.
Book Synopsis Intelligent Robots and Drones for Precision Agriculture by : Sundaravadivazhagan Balasubaramanian
Download or read book Intelligent Robots and Drones for Precision Agriculture written by Sundaravadivazhagan Balasubaramanian and published by Springer Nature. This book was released on with total page 479 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis The Commons, Plant Breeding and Agricultural Research by : Fabien Girard
Download or read book The Commons, Plant Breeding and Agricultural Research written by Fabien Girard and published by Routledge. This book was released on 2018-03-09 with total page 525 pages. Available in PDF, EPUB and Kindle. Book excerpt: The joint challenges of population increase, food security and conservation of agrobiodiversity demand a rethink of plant breeding and agricultural research from a different perspective. While more food is undeniably needed, the key question is rather about how to produce it in a way that sustains biological diversity and mitigates climate change. This book shows how social sciences, and more especially law, can contribute towards reconfiguring current legal frameworks in order to achieving a better balance between the necessary requirements of agricultural innovation and the need for protection of agrobiodiversity. On the assumption that the concept of property can be rethought against the background of the 'right to include', so as to endow others with a common 'right to access' genetic resources, several international instruments and contractual arrangements drawn from the plant-breeding field (including the Convention on Biological Diversity, technology exchange clearing houses and open sources licenses) receive special consideration. In addition, the authors explore the tension between ownership and the free circulation and exchange of germplasm and issues such as genetic resources managed by local and indigenous communities, the ITPGRFA and participatory plant-breeding programmes. As a whole, the book demonstrates the relevance of the 'Commons' for plant breeding and agricultural innovation.
Book Synopsis Methodological Developments in Data Linkage by : Katie Harron
Download or read book Methodological Developments in Data Linkage written by Katie Harron and published by John Wiley & Sons. This book was released on 2015-12-14 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive compilation of new developments in data linkage methodology The increasing availability of large administrative databases has led to a dramatic rise in the use of data linkage, yet the standard texts on linkage are still those which describe the seminal work from the 1950-60s, with some updates. Linkage and analysis of data across sources remains problematic due to lack of discriminatory and accurate identifiers, missing data and regulatory issues. Recent developments in data linkage methodology have concentrated on bias and analysis of linked data, novel approaches to organising relationships between databases and privacy-preserving linkage. Methodological Developments in Data Linkage brings together a collection of contributions from members of the international data linkage community, covering cutting edge methodology in this field. It presents opportunities and challenges provided by linkage of large and often complex datasets, including analysis problems, legal and security aspects, models for data access and the development of novel research areas. New methods for handling uncertainty in analysis of linked data, solutions for anonymised linkage and alternative models for data collection are also discussed. Key Features: Presents cutting edge methods for a topic of increasing importance to a wide range of research areas, with applications to data linkage systems internationally Covers the essential issues associated with data linkage today Includes examples based on real data linkage systems, highlighting the opportunities, successes and challenges that the increasing availability of linkage data provides Novel approach incorporates technical aspects of both linkage, management and analysis of linked data This book will be of core interest to academics, government employees, data holders, data managers, analysts and statisticians who use administrative data. It will also appeal to researchers in a variety of areas, including epidemiology, biostatistics, social statistics, informatics, policy and public health.
Book Synopsis Data Science in Agriculture and Natural Resource Management by : G. P. Obi Reddy
Download or read book Data Science in Agriculture and Natural Resource Management written by G. P. Obi Reddy and published by Springer Nature. This book was released on 2021-10-11 with total page 326 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book aims to address emerging challenges in the field of agriculture and natural resource management using the principles and applications of data science (DS). The book is organized in three sections, and it has fourteen chapters dealing with specialized areas. The chapters are written by experts sharing their experiences very lucidly through case studies, suitable illustrations and tables. The contents have been designed to fulfil the needs of geospatial, data science, agricultural, natural resources and environmental sciences of traditional universities, agricultural universities, technological universities, research institutes and academic colleges worldwide. It will help the planners, policymakers and extension scientists in planning and sustainable management of agriculture and natural resources. The authors believe that with its uniqueness the book is one of the important efforts in the contemporary cyber-physical systems.
Book Synopsis Development of the Agricultural Research Service Master Automatic Data Processing Plan by : Booz-Allen Applied Research, Inc
Download or read book Development of the Agricultural Research Service Master Automatic Data Processing Plan written by Booz-Allen Applied Research, Inc and published by . This book was released on 1967 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Redesigning the Global Seed Commons by : Christine Frison
Download or read book Redesigning the Global Seed Commons written by Christine Frison and published by Routledge. This book was released on 2018-11-08 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: There is much current controversy over whether the rights to seeds or plant genetic resources should be owned by the private sector or be common property. This book addresses the legal and policy aspects of the multilateral seed management regime. First, it studies in detail the International Treaty on Plant Genetic Resources for Food and Agriculture (the Treaty) in order to understand and identify its dysfunctions. Second, it proposes solutions - using recent developments of the "theory of the commons" - to improve the collective seed management system of the Treaty, a necessary condition for its member states to reach the overall food security and sustainable agriculture goals. Redesigning the Global Seed Commons provides a significant contribution to the current political and academic debates on agrobiodiversity law and governance, and on food security and food sovereignty, by analyzing key issues under the Treaty that affect the design and implementation of regulatory instruments managing seeds as a commons. It also examines the practical, legal, political and economic problems encountered in the attempt to implement these obligations in contemporary settings. In particular, it considers how to improve the Treaty implementation by proposing ways for Contracting Parties to better reach the Treaty’s objectives taking a holistic view of the human-seed ecosystem. Following the tenth anniversary of the functioning the Treaty’s multilateral system of access and benefit-sharing, which is currently under review by its Contracting Parties, this book is well-timed to examine recent developments in the field and guide the current review process to design a truly Global Seed Commons.
Download or read book Data and Society written by Anne Beaulieu and published by SAGE. This book was released on 2021-10-27 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data and Society: A Critical Introduction investigates the growing importance of data as a technological, social, economic and scientific resource. It explains how data practices have come to underpin all aspects of human life and explores what this means for those directly involved in handling data. The book fosters informed debate over the role of data in contemporary society explains the significance of data as evidence beyond the "Big Data" hype spans the technical, sociological, philosophical and ethical dimensions of data provides guidance on how to use data responsibly includes data stories that provide concrete cases and discussion questions. Grounded in examples spanning genetics, sport and digital innovation, this book fosters insight into the deep interrelations between technical, social and ethical aspects of data work.
Book Synopsis Contemporary Issues in Statistics, Data Management, Plant Biology and Agricultural Research by : Canadian Society of Agronomy
Download or read book Contemporary Issues in Statistics, Data Management, Plant Biology and Agricultural Research written by Canadian Society of Agronomy and published by . This book was released on 2006 with total page 56 pages. Available in PDF, EPUB and Kindle. Book excerpt:
