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Data Management For Natural Scientists
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Book Synopsis Data Management for Natural Scientists by : Matthias Hofmann
Download or read book Data Management for Natural Scientists written by Matthias Hofmann and published by Walter de Gruyter GmbH & Co KG. This book was released on 2023-02-20 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: The "Data Guidebook for Scientists" offers a hands-on guide for scientific processing of data for the practitioner. It covers the range from "getting hands on" experimental results to ensuring their use for addressing possible future questions unknown at the time of analysis. Code snippets are provided to adjust the proposed workstream to specific needs of the reader.
Book Synopsis Data Management for Researchers by : Kristin Briney
Download or read book Data Management for Researchers written by Kristin Briney and published by Pelagic Publishing Ltd. This book was released on 2015-09-01 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive guide to everything scientists need to know about data management, this book is essential for researchers who need to learn how to organize, document and take care of their own data. Researchers in all disciplines are faced with the challenge of managing the growing amounts of digital data that are the foundation of their research. Kristin Briney offers practical advice and clearly explains policies and principles, in an accessible and in-depth text that will allow researchers to understand and achieve the goal of better research data management. Data Management for Researchers includes sections on: * The data problem – an introduction to the growing importance and challenges of using digital data in research. Covers both the inherent problems with managing digital information, as well as how the research landscape is changing to give more value to research datasets and code. * The data lifecycle – a framework for data’s place within the research process and how data’s role is changing. Greater emphasis on data sharing and data reuse will not only change the way we conduct research but also how we manage research data. * Planning for data management – covers the many aspects of data management and how to put them together in a data management plan. This section also includes sample data management plans. * Documenting your data – an often overlooked part of the data management process, but one that is critical to good management; data without documentation are frequently unusable. * Organizing your data – explains how to keep your data in order using organizational systems and file naming conventions. This section also covers using a database to organize and analyze content. * Improving data analysis – covers managing information through the analysis process. This section starts by comparing the management of raw and analyzed data and then describes ways to make analysis easier, such as spreadsheet best practices. It also examines practices for research code, including version control systems. * Managing secure and private data – many researchers are dealing with data that require extra security. This section outlines what data falls into this category and some of the policies that apply, before addressing the best practices for keeping data secure. * Short-term storage – deals with the practical matters of storage and backup and covers the many options available. This section also goes through the best practices to insure that data are not lost. * Preserving and archiving your data – digital data can have a long life if properly cared for. This section covers managing data in the long term including choosing good file formats and media, as well as determining who will manage the data after the end of the project. * Sharing/publishing your data – addresses how to make data sharing across research groups easier, as well as how and why to publicly share data. This section covers intellectual property and licenses for datasets, before ending with the altmetrics that measure the impact of publicly shared data. * Reusing data – as more data are shared, it becomes possible to use outside data in your research. This chapter discusses strategies for finding datasets and lays out how to cite data once you have found it. This book is designed for active scientific researchers but it is useful for anyone who wants to get more from their data: academics, educators, professionals or anyone who teaches data management, sharing and preservation. "An excellent practical treatise on the art and practice of data management, this book is essential to any researcher, regardless of subject or discipline." —Robert Buntrock, Chemical Information Bulletin
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 Scientific Data: A 50 Steps Guide using Python by : Matthias Hofmann
Download or read book Scientific Data: A 50 Steps Guide using Python written by Matthias Hofmann and published by Walter de Gruyter GmbH & Co KG. This book was released on 2024-10-07 with total page 234 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Scientific Data: A 50 Steps Guide using Python" is your guide towards experimental scientific data. It aims to bridge the gap between classical natural sciences as taught in universities and the ever-growing need for technological/digital capabilities, particularly in industrial research. Topics covered include instructions for setting up a workspace, guidelines for structuring data, examples for interfacing with results files and suggestions for drawing scientific conclusions therefrom. Additionally, concepts for designing experiments and visualizing the corresponding results are highlighted next to ways of extracting meaningful characteristics and leveraging those in terms of multi-objective optimizations. The concise problem-solution-discussion structure used throughout supported by Python code snippets emphasizes the work’s focus on practitioners. This guide will provide you with a solid understanding of how to process and understand experimental data within a natural scientific context while ensuring sustainable use of your findings and processing as seen through a programmer’s eyes.
Book Synopsis Process Design for Natural Scientists by : Anna-Lena Lamprecht
Download or read book Process Design for Natural Scientists written by Anna-Lena Lamprecht and published by Springer. This book was released on 2014-09-19 with total page 263 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents an agile and model-driven approach to manage scientific workflows. The approach is based on the Extreme Model Driven Design (XMDD) paradigm and aims at simplifying and automating the complex data analysis processes carried out by scientists in their day-to-day work. Besides documenting the impact the workflow modeling might have on the work of natural scientists, this book serves three major purposes: 1. It acts as a primer for practitioners who are interested to learn how to think in terms of services and workflows when facing domain-specific scientific processes. 2. It provides interesting material for readers already familiar with this kind of tools, because it introduces systematically both the technologies used in each case study and the basic concepts behind them. 3. As the addressed thematic field becomes increasingly relevant for lectures in both computer science and experimental sciences, it also provides helpful material for teachers that plan similar courses.
Book Synopsis Managing Natural Science Collections by : Robert Huxley
Download or read book Managing Natural Science Collections written by Robert Huxley and published by Routledge. This book was released on 2020-07-15 with total page 219 pages. Available in PDF, EPUB and Kindle. Book excerpt: Managing Natural Science Collections demonstrates the need for consistency and evidence-based decision making in the management of natural science collections, which are becoming increasingly valuable when it comes to addressing societal challenges. Drawing upon the experience of four experts who have managed some of the largest and most diverse collections in the world, the book aims to assist in the making of strategic and operational decisions regarding care, development, access and resource management. Encouraging the reader to consider how collection strategies can be aligned with the mission of their institution and contribute to its vision, the authors also examine ways to deliver a consistent approach that will secure the present and future availability and relevance of collections. Principles of good practice and resource optimisation in an ethical and legal context are provided throughout the book, as well as case studies, sample documents and templates, all of which will be useful for discussion and teaching. Managing Natural Science Collections encourages each reader to consider the different options available to them. As such, it should be essential reading for museum practitioners and other professionals around the world who are involved with any strategic aspect of managing natural science collections. Students of museum studies will also find much to interest them within the pages of this book.
Book Synopsis Research Data Management by : Joyce M. Ray
Download or read book Research Data Management written by Joyce M. Ray and published by Purdue University Press. This book was released on 2014 with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt: It has become increasingly accepted that important digital data must be retained and shared in order to preserve and promote knowledge, advance research in and across all disciplines of scholarly endeavor, and maximize the return on investment of public funds. To meet this challenge, colleges and universities are adding data services to existing infrastructures by drawing on the expertise of information professionals who are already involved in the acquisition, management and preservation of data in their daily jobs. Data services include planning and implementing good data management practices, thereby increasing researchers' ability to compete for grant funding and ensuring that data collections with continuing value are preserved for reuse. This volume provides a framework to guide information professionals in academic libraries, presses, and data centers through the process of managing research data from the planning stages through the life of a grant project and beyond. It illustrates principles of good practice with use-case examples and illuminates promising data service models through case studies of innovative, successful projects and collaborations.
Book Synopsis Designing with Multi-Agent Systems by : Evangelos Pantazis
Download or read book Designing with Multi-Agent Systems written by Evangelos Pantazis and published by Walter de Gruyter GmbH & Co KG. This book was released on 2024-02-19 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book presents a theoretical and technical background for applying MAS (Multi Agent Systems) in Architecture, Engineering and Construction. It focuses in the early design stage and makes use of domain specific data which relate to different design domains (structural, environmental, architectural design) to inform the agent behaviors. The proposed framework is applicable especially to design problems which traditionally require the close collaboration of engineers and architects.
Book Synopsis Data Science Applied to Sustainability Analysis by : Jennifer Dunn
Download or read book Data Science Applied to Sustainability Analysis written by Jennifer Dunn and published by Elsevier. This book was released on 2021-05-11 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Science Applied to Sustainability Analysis focuses on the methodological considerations associated with applying this tool in analysis techniques such as lifecycle assessment and materials flow analysis. As sustainability analysts need examples of applications of big data techniques that are defensible and practical in sustainability analyses and that yield actionable results that can inform policy development, corporate supply chain management strategy, or non-governmental organization positions, this book helps answer underlying questions. In addition, it addresses the need of data science experts looking for routes to apply their skills and knowledge to domain areas. - Presents data sources that are available for application in sustainability analyses, such as market information, environmental monitoring data, social media data and satellite imagery - Includes considerations sustainability analysts must evaluate when applying big data - Features case studies illustrating the application of data science in sustainability analyses
Book Synopsis The Semantic Web for Knowledge and Data Management by : Ma, Zongmin
Download or read book The Semantic Web for Knowledge and Data Management written by Ma, Zongmin and published by IGI Global. This book was released on 2008-08-31 with total page 386 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides a single record of technologies and practices of the Semantic approach to the management, organization, interpretation, retrieval, and use of Web-based data.
Book Synopsis Data Journeys in the Sciences by : Sabina Leonelli
Download or read book Data Journeys in the Sciences written by Sabina Leonelli and published by Springer Nature. This book was released on 2020-06-29 with total page 411 pages. Available in PDF, EPUB and Kindle. Book excerpt: This groundbreaking, open access volume analyses and compares data practices across several fields through the analysis of specific cases of data journeys. It brings together leading scholars in the philosophy, history and social studies of science to achieve two goals: tracking the travel of data across different spaces, times and domains of research practice; and documenting how such journeys affect the use of data as evidence and the knowledge being produced. The volume captures the opportunities, challenges and concerns involved in making data move from the sites in which they are originally produced to sites where they can be integrated with other data, analysed and re-used for a variety of purposes. The in-depth study of data journeys provides the necessary ground to examine disciplinary, geographical and historical differences and similarities in data management, processing and interpretation, thus identifying the key conditions of possibility for the widespread data sharing associated with Big and Open Data. The chapters are ordered in sections that broadly correspond to different stages of the journeys of data, from their generation to the legitimisation of their use for specific purposes. Additionally, the preface to the volume provides a variety of alternative “roadmaps” aimed to serve the different interests and entry points of readers; and the introduction provides a substantive overview of what data journeys can teach about the methods and epistemology of research.
Book Synopsis The Value and Valuation of Natural Science Collections by : John R. Nudds
Download or read book The Value and Valuation of Natural Science Collections written by John R. Nudds and published by Geological Society of London. This book was released on 1997 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis The Science of Citizen Science by : Katrin Vohland
Download or read book The Science of Citizen Science written by Katrin Vohland and published by Springer Nature. This book was released on 2021 with total page 520 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book discusses how the involvement of citizens into scientific endeavors is expected to contribute to solve the big challenges of our time, such as climate change and the loss of biodiversity, growing inequalities within and between societies, and the sustainability turn. The field of citizen science has been growing in recent decades. Many different stakeholders from scientists to citizens and from policy makers to environmental organisations have been involved in its practice. In addition, many scientists also study citizen science as a research approach and as a way for science and society to interact and collaborate. This book provides a representation of the practices as well as scientific and societal outcomes in different disciplines. It reflects the contribution of citizen science to societal development, education, or innovation and provides and overview of the field of actors as well as on tools and guidelines. It serves as an introduction for anyone who wants to get involved in and learn more about the science of citizen science.
Book Synopsis Proceedings of the 2023 3rd International Conference on Social Development and Media Communication (SDMC 2023) by : Sikandar Ali Qalati
Download or read book Proceedings of the 2023 3rd International Conference on Social Development and Media Communication (SDMC 2023) written by Sikandar Ali Qalati and published by Springer Nature. This book was released on 2024-01-29 with total page 383 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is an open access book. As a leading role in the global megatrend of scientific innovation, China has been creating a more and more open environment for scientific innovation, increasing the depth and breadth of academic cooperation, and building a community of innovation that benefits all. Such endeavors are making new contributions to the globalization and creating a community of shared future. To adapt to this changing world and China's fast development in the new era, 2023 3rd International Conference on Social Development and Media Communication (SDMC 2023) to be held in November 2023. This conference takes "bringing together global wisdom in scientific innovation to promote high-quality development" as the theme and focuses on cutting-edge research fields including Social Development and Media Communication. SDMC 2023 encourages the exchange of information at the forefront of research in different fields, connects the most advanced academic resources in China and the world, transforms research results into industrial solutions, and brings together talent, technology and capital to drive development. The conference sincerely invites experts, scholars, business people and other relevant personnel from universities, scientific research institutions at home and abroad to attend and exchange! 2023 3rd International Conference on Social Development and Media Communication (SDMC 2023) will conduct in-depth discussions on the impact of social development on media communication and the impact of media communication on social development. Scholars in relevant fields are cordially invited to participate. We warmly invite you to participate in SDMC 2023 and look forward to seeing you in Xishuang Banna,China.
Book Synopsis Future Directions for the National Science Foundation's Arctic Natural Sciences Program by : National Research Council
Download or read book Future Directions for the National Science Foundation's Arctic Natural Sciences Program written by National Research Council and published by National Academies Press. This book was released on 1998-10-30 with total page 80 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Flexible Integration and Efficient Analysis of Multidimensional Datasets from the Web by : Kaempgen, Benedikt
Download or read book Flexible Integration and Efficient Analysis of Multidimensional Datasets from the Web written by Kaempgen, Benedikt and published by KIT Scientific Publishing. This book was released on 2015-09-23 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: If numeric data from the Web are brought together, natural scientists can compare climate measurements with estimations, financial analysts can evaluate companies based on balance sheets and daily stock market values, and citizens can explore the GDP per capita from several data sources. However, heterogeneities and size of data remain a problem. This work presents methods to query a uniform view - the Global Cube - of available datasets from the Web and builds on Linked Data query approaches.
Book Synopsis Critical Phenomena in Natural Sciences by : Didier Sornette
Download or read book Critical Phenomena in Natural Sciences written by Didier Sornette and published by Springer Science & Business Media. This book was released on 2013-04-17 with total page 445 pages. Available in PDF, EPUB and Kindle. Book excerpt: A modern up-to-date introduction for readers outside statistical physics. It puts emphasis on a clear understanding of concepts and methods and provides the tools that can be of immediate use in applications.
