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.
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.
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.
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.
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.
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.
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:
Download or read book Informing policy with agricultural R D evidence An ASTI pilot project in Ethiopia Nigeria and Tanzania written by Carden, Fred and published by Intl Food Policy Res Inst. This book was released on with total page 39 pages. Available in PDF, EPUB and Kindle. Book excerpt: Despite Agricultural Science and Technology Indicators’ (ASTI) global and regional visibility-and the use of its data for institutional decision-making by various national agricultural research institutes-the incorporation of ASTI evidence into national policymaking remains mostly ad hoc and is often indirect. Moreover, interventions to influence the uptake of ASTI data for this purpose have been limited. Given agricultural research’s important role in increasing agricultural productivity, economic growth, and poverty reduction, ASTI initiated a pilot study in three African countries (Ethiopia, Nigeria, and Tanzania) to develop a clearer understanding of how to promote the uptake of agricultural research evidence. The study focused on how evidence in general, and ASTI evidence in particular, could be more effectively integrated at the national level, particularly to promote the allocation of sustainable resources to agricultural research. The study was conducted in two stages: (1) the mapping of each country’s agricultural research interests and issues; and (2) identifying initial activities through which those interests offered opportunities both to fill research gaps and enhance the utility of agricultural research. Findings from the pilot studies point to opportunities for improving the availability, accessibility, appropriateness, and ownership of ASTI evidence to ensure that it contributes more effectively as a valuable resource for decision-making. Strong relationships and networks are needed to increase awareness of ASTI evidence and to institute linkages with official national data systems. Outcomes indicated both interest in the evidence and recognition of its merit. Greater outreach and connectivity with local institutions may be useful next steps. These findings lead to some general recommendations for improving the use of evidence, along with specific recommendations for the ASTI network approach moving forward. Shifting ownership of the data and systems to the regional and national levels-a key objective of the network approach-is a long-term undertaking. A transition period is needed, accompanied by a strategic plan to shift responsibility and action, first to the regional level and then to the national level where feasible.
Download or read book Capacity Building for Agricultural Research for Development written by Adiel N. Mbabu and published by LINK Ltd.. This book was released on 2012 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book The Commons Plant Breeding and Agricultural Research written by Fabien Girard and published by . This book was released on 2018 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book shows how social science can contribute towards reconfiguring legal frameworks to achieve a balance between the requirements of agricultural innovation and access to genetic resources and protection of agrobiodiversity.
Download or read book Linkages Discussion Paper written by and published by . This book was released on 1989 with total page 326 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Science Breakthroughs to Advance Food and Agricultural Research by 2030 written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2019-04-21 with total page 243 pages. Available in PDF, EPUB and Kindle. Book excerpt: For nearly a century, scientific advances have fueled progress in U.S. agriculture to enable American producers to deliver safe and abundant food domestically and provide a trade surplus in bulk and high-value agricultural commodities and foods. Today, the U.S. food and agricultural enterprise faces formidable challenges that will test its long-term sustainability, competitiveness, and resilience. On its current path, future productivity in the U.S. agricultural system is likely to come with trade-offs. The success of agriculture is tied to natural systems, and these systems are showing signs of stress, even more so with the change in climate. More than a third of the food produced is unconsumed, an unacceptable loss of food and nutrients at a time of heightened global food demand. Increased food animal production to meet greater demand will generate more greenhouse gas emissions and excess animal waste. The U.S. food supply is generally secure, but is not immune to the costly and deadly shocks of continuing outbreaks of food-borne illness or to the constant threat of pests and pathogens to crops, livestock, and poultry. U.S. farmers and producers are at the front lines and will need more tools to manage the pressures they face. Science Breakthroughs to Advance Food and Agricultural Research by 2030 identifies innovative, emerging scientific advances for making the U.S. food and agricultural system more efficient, resilient, and sustainable. This report explores the availability of relatively new scientific developments across all disciplines that could accelerate progress toward these goals. It identifies the most promising scientific breakthroughs that could have the greatest positive impact on food and agriculture, and that are possible to achieve in the next decade (by 2030).
Download or read book Data Centric Biology written by Sabina Leonelli and published by University of Chicago Press. This book was released on 2016-11-18 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent decades, there has been a major shift in the way researchers process and understand scientific data. Digital access to data has revolutionized ways of doing science in the biological and biomedical fields, leading to a data-intensive approach to research that uses innovative methods to produce, store, distribute, and interpret huge amounts of data. In Data-Centric Biology, Sabina Leonelli probes the implications of these advancements and confronts the questions they pose. Are we witnessing the rise of an entirely new scientific epistemology? If so, how does that alter the way we study and understand life—including ourselves? Leonelli is the first scholar to use a study of contemporary data-intensive science to provide a philosophical analysis of the epistemology of data. In analyzing the rise, internal dynamics, and potential impact of data-centric biology, she draws on scholarship across diverse fields of science and the humanities—as well as her own original empirical material—to pinpoint the conditions under which digitally available data can further our understanding of life. Bridging the divide between historians, sociologists, and philosophers of science, Data-Centric Biology offers a nuanced account of an issue that is of fundamental importance to our understanding of contemporary scientific practices.
Download or read book Endangered Maize written by Helen Anne Curry and published by Univ of California Press. This book was released on 2022-01-25 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Charting the political, social, and environmental history of efforts to conserve crop diversity. Many people worry that we're losing genetic diversity in the foods we eat. Over the past century, crop varieties standardized for industrial agriculture have increasingly dominated farm fields. Concerned about what this transition means for the future of food, scientists, farmers, and eaters have sought to protect fruits, grains, and vegetables they consider endangered. They have organized high-tech genebanks and heritage seed swaps. They have combed fields for ancient landraces and sought farmers growing Indigenous varieties. Behind this widespread concern for the loss of plant diversity lies another extinction narrative that concerns the survival of farmers themselves, a story that is often obscured by urgent calls to collect and preserve. Endangered Maize draws on the rich history of corn in Mexico and the United States to uncover this hidden narrative and show how it shaped the conservation strategies adopted by scientists, states, and citizens. In Endangered Maize, historian Helen Anne Curry investigates more than a hundred years of agriculture and conservation practices to understand the tasks that farmers and researchers have considered essential to maintaining crop diversity. Through the contours of efforts to preserve diversity in one of the world's most important crops, Curry reveals how those who sought to protect native, traditional, and heritage crops forged their methods around the expectation that social, political, and economic transformations would eliminate diverse communities and cultures. In this fascinating study of how cultural narratives shape science, Curry argues for new understandings of endangerment and alternative strategies to protect and preserve crop diversity.
Download or read book Reordering Life written by Stephen Hilgartner and published by MIT Press. This book was released on 2017-05-19 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: How the regimes governing biological research changed during the genomics revolution, focusing on the Human Genome Project. The rise of genomics engendered intense struggle over the control of knowledge. In Reordering Life, Stephen Hilgartner examines the “genomics revolution” and develops a novel approach to studying the dynamics of change in knowledge and control. Hilgartner focuses on the Human Genome Project (HGP)—the symbolic and scientific centerpiece of the emerging field—showing how problems of governance arose in concert with new knowledge and technology. Using a theoretical framework that analyzes “knowledge control regimes,” Hilgartner investigates change in how control was secured, contested, allocated, resisted, justified, and reshaped as biological knowledge was transformed. Beyond illuminating genomics, Reordering Life sheds new light on broader issues about secrecy and openness in science, data access and ownership, and the politics of research communities. Drawing on real-time interviews and observations made during the HGP, Reordering Life describes the sociotechnical challenges and contentious issues that the genomics community faced throughout the project. Hilgartner analyzes how laboratories control access to data, biomaterials, plans, preliminary results, and rumors; compares conflicting visions of how to impose coordinating mechanisms; examines the repeated destabilization and restabilization of the regimes governing genome databases; and examines the fierce competition between the publicly funded HGP and the private company Celera Genomics. The result is at once a path-breaking study of a self-consciously revolutionary science, and a provocative analysis of how knowledge and control are reconfigured during transformative scientific change.
Download or read book Managing Global Genetic Resources written by National Research Council and published by National Academies Press. This book was released on 1993-02-01 with total page 476 pages. Available in PDF, EPUB and Kindle. Book excerpt: This anchor volume to the series Managing Global Genetic Resources examines the structure that underlies efforts to preserve genetic material, including the worldwide network of genetic collections; the role of biotechnology; and a host of issues that surround management and use. Among the topics explored are in situ versus ex situ conservation, management of very large collections of genetic material, problems of quarantine, the controversy over ownership or copyright of genetic material, and more.
Download or read book Informing Policy with Agricultural R D Evidence written by Fred Carden and published by . This book was released on 2019 with total page 39 pages. Available in PDF, EPUB and Kindle. Book excerpt: Despite Agricultural Science and Technology Indicators' (ASTI) global and regional visibility-and the use of its data for institutional decision-making by various national agricultural research institutes-the incorporation of ASTI evidence into national policymaking remains mostly ad hoc and is often indirect. Moreover, interventions to influence the uptake of ASTI data for this purpose have been limited. Given agricultural research's important role in increasing agricultural productivity, economic growth, and poverty reduction, ASTI initiated a pilot study in three African countries (Ethiopia, Nigeria, and Tanzania) to develop a clearer understanding of how to promote the uptake of agricultural research evidence. The study focused on how evidence in general, and ASTI evidence in particular, could be more effectively integrated at the national level, particularly to promote the allocation of sustainable resources to agricultural research. The study was conducted in two stages: (1) the mapping of each country's agricultural research interests and issues; and (2) identifying initial activities through which those interests offered opportunities both to fill research gaps and enhance the utility of agricultural research. Findings from the pilot studies point to opportunities for improving the availability, accessibility, appropriateness, and ownership of ASTI evidence to ensure that it contributes more effectively as a valuable resource for decision-making. Strong relationships and networks are needed to increase awareness of ASTI evidence and to institute linkages with official national data systems. Outcomes indicated both interest in the evidence and recognition of its merit. Greater outreach and connectivity with local institutions may be useful next steps. These findings lead to some general recommendations for improving the use of evidence, along with specific recommendations for the ASTI network approach moving forward. Shifting ownership of the data and systems to the regional and national levels-a key objective of the network approach-is a long-term undertaking. A transition period is needed, accompanied by a strategic plan to shift responsibility and action, first to the regional level and then to the national level where feasible.
