Communication is a critical yet often overlooked part of data science. Communicating with Data aims to help students and researchers write about their insights in a way that is both compelling and faithful to the data. General advice on science writing is also provided, including how to distill findings into a story and organize and revise the story, and how to write clearly, concisely, and precisely. This is an excellent resource for students who want to learn how to write about scientific findings, and for instructors who are teaching a science course in communication or a course with a writing component. Communicating with Data consists of five parts. Part I helps the novice learn to write by reading the work of others. Part II delves into the specifics of how to describe data at a level appropriate for publication, create informative and effective visualizations, and communicate an analysis pipeline through well-written, reproducible code. Part III demonstrates how to reduce a data analysis to a compelling story and organize and write the first draft of a technical paper. Part IV addresses revision; this includes advice on writing about statistical findings in a clear and accurate way, general writing advice, and strategies for proof reading and revising. Part V offers advice about communication strategies beyond the page, which include giving talks, building a professional network, and participating in online communities. This book also provides 22 portfolio prompts that extend the guidance and examples in the earlier parts of the book and help writers build their portfolio of data communication.

The book about the Westerweel Group tells the fascinating story about the cooperation of some ten non-conformist Dutch socialists and a group of Palestine Pioneers who mostly had arrived in the Netherlands from Germany and Austria the late thirties. With the help of Joop Westerweel, the headmaster of a Rotterdam Montessori School, they found hiding places in the Netherlands. Later on, an escape route to France via Belgium was worked out. Posing as Atlantic Wall workers, the pioneers found their way to the south of France. With the help of the Armee Juive, a French Jewish resistance organization, some 70 pioneers reached Spain at the beginning of 1944. From here they went to Palestine. Finding and maintaining the escape route cost the members of the Westerweel Group dear. With some exceptions, all members of the group were arrested by the Germans. Joop Westerweel was executed in August 1944. Other members, both in the Netherlands and France, were send to German concentration camps, where some perished.

A definitive new investigation of the science of snowflakes by the world's leading expert A snowflake's sophisticated symmetry emerges when crystalline ice grows from water vapor within the winter clouds. While certain iconic snowflake shapes are visually familiar to us, microscopic close-ups of falling snow reveal a rich menagerie of lesser-known forms, including slender needle clusters, hollow columns, bullet rosettes, triangular crystals, and exotic capped columns. What explains the myriad and unusual structures of snowflakes that materialize under different atmospheric conditions? In Snow Crystals, Kenneth Libbrecht delves into the science of snowflakes, examining why ice crystals grow the way they do, how patterns emerge, and what they illuminate about the fundamental physics of crystal growth, structure formation, and self-assembly. Libbrecht-the world's foremost expert on snowflakes-describes the full range of physical processes underlying their occurrence. He explores such topics as the centuries-long development of snow crystal science, the crystalline structure of ice, molecular dynamics at the ice surface, diffusion-limited growth, surface attachment kinetics, computational models of snow crystal growth, laboratory techniques for creating and studying snow crystals, different types of natural snowflakes, and photographing snow crystals. Throughout, Libbrecht's extensive detailed discussions are accompanied by hundreds of beautiful full-color images. From the molecular dynamics of surface premelting to the aerodynamics of falling snow, Snow Crystals chronicles the continuing quest to fully understand this fascinating phenomenon.

This book has everything students need to prepare effectively for the BTEC First in Application of Science exam (Unit 8: Scientific Skills). Each topic is clearly and colourfully summarised on a double-page spread, followed by two pages of accessible practice questions to test understanding of the key facts. There's also realistic Unit 8 practice paper for final exam preparation. All the answers are included at the back, making it ideal for independent study and revision.

This book is a collection of narratives from a diverse array of science education researchers that elucidate some of the difficulties of becoming a science education researcher and/or science teacher educator, with the hope that through solidarity, commonality, and "telling the story", justice-oriented science education researchers will feel more supported in their own journeys. Being a scholar and teacher that sees science education as a space for justice, and thinking/being different, entry into this disciplinary field often comes with tense moments and personal difficulties. The chapter authors of this book break into many painful, awkward, and seemingly nebulous topics, including the intersectional nuances of what it means to be a researcher in the contexts of epistemic rigidness, white supremacy, and neoliberal restructuring. Of course these contexts become different depending on how teachers, students, and researchers are constituted within them (as racialized/sexed/gendered/disposable/valued subjects). We hope that within these narratives readers will identify with similar struggles in terms of what it means to desire to "do good in the world", while facing subtle and not-so-subtle institutional, personal cultural, and political challenges.

This volume presents the proceedings of the 12th IFToMM International Symposium on Science of Mechanisms and Machines (SYROM 2017), that was held in "Gheorghe Asachi" Technical University of Iasi, Romania, November 02-03, 2017. It contains applications of mechanisms in several modern technical fields such as mechatronics and robotics, biomechanics, machines and apparatus. The book presents original high-quality contributions on topics related to mechanisms within aspects of theory, design, practice and applications in engineering, including but not limited to: theoretical kinematics, computational kinematics, mechanism design, experimental mechanics, mechanics of robots, dynamics of machinery, dynamics of multi-body systems, control issues of mechanical systems, mechanisms for biomechanics, novel designs, mechanical transmissions, linkages and manipulators, micro-mechanisms, teaching methods, history of mechanism science, industrial and non-industrial applications. In connection with these fields, the book combines the theoretical results with experimental tests.

In a unified form, this monograph presents fundamental results on the approximation of centralized and decentralized stochastic control problems, with uncountable state, measurement, and action spaces. It demonstrates how quantization provides a system-independent and constructive method for the reduction of a system with Borel spaces to one with finite state, measurement, and action spaces. In addition to this constructive view, the book considers both the information transmission approach for discretization of actions, and the computational approach for discretization of states and actions. Part I of the text discusses Markov decision processes and their finite-state or finite-action approximations, while Part II builds from there to finite approximations in decentralized stochastic control problems. This volume is perfect for researchers and graduate students interested in stochastic controls. With the tools presented, readers will be able to establish the convergence of approximation models to original models and the methods are general enough that researchers can build corresponding approximation results, typically with no additional assumptions.

This book expands the foundations of general systems theory to enable progress beyond the rich heuristic practices available today. It establishes a foundational framework for the development of scientific transdisciplinary systems principles and shows how these can amplify the potential of individuals and teams working in multi-, inter- and transdisciplinary contexts or striving to translate their progress across disciplinary boundaries. Three general scientific systems principles are presented, and their relevance to the design, analysis, management and transformation of systems is explored. Applying lessons from the history and philosophy science, this book disambiguates key concepts of general systemology, clarifies the role of general systemology within the field of systemology, and explains how general systemology supports other forms of transdisciplinarity. These insights are used to develop new perspectives, strategies and tools for addressing long-standing challenges to the advancement and transdisciplinary application of general insights into the nature of complex systems.The material presented in this book includes comprehensive models of the structure of systemology as a disciplinary field, the structure and significance of the general systems worldview, and the role of general systemology as the heart of systems science, systems engineering and systems practice. It explains what a fully-fledged general theory of systems would look like, what its potential is, what routes are available to us to develop it further, and how to leverage the knowledge we have attained so far. Many examples and analogies show how general systemology has the potential to enable scientific discovery, insightful theory building, and practical innovation in all the disciplines as they study, design, nurture or transform complex systems. This book is essential reading for anyone wishing to master the concepts, terminology, models and strategies needed to make effective use of current general systems knowledge and to engage in the further development of the philosophy, science, and practice of general systemology.

This is the first volume (Part A) in the series of books covering practical aspects of synthesis and characterization of various categories of nanomaterials taking into consideration the most up to date research publications. The aim of the book series is to provide students and researchers practical information such as synthetic procedures, characterization protocols and mechanistic insights to enable them to either reproduce well established methods or plan for new syntheses of size and shape controlled nanomaterials based on both batch and continuous flow reactions. The first Volume (Part A) focuses on metallic nanomaterials.

This volume analyzes the dominance of STEM fields in various university rankings and the reasons why many governments in the world disproportionately give value to STEM fields. Secondly, although there is general agreement that STEM fields are important, chapter authors also examine the role of interdisciplinary and multidisciplinary approaches for a revised STEM education as well as implications for the future. The book presents examples from the United States, Canada, Japan, Korea, and Taiwan.

Science is fundamentally about learning from data, and doing so in the presence of uncertainty. This volume is an introduction to the major concepts of probability and statistics, and the computational tools for analysing and interpreting data. It describes the Bayesian approach, and explains how this can be used to fit and compare models in a range of problems. Topics covered include regression, parameter estimation, model assessment, and Monte Carlo methods, as well as widely used classical methods such as regularization and hypothesis testing. The emphasis throughout is on the principles, the unifying probabilistic approach, and showing how the methods can be implemented in practice. R code (with explanations) is included and is available online, so readers can reproduce the plots and results for themselves. Aimed primarily at undergraduate and graduate students, these techniques can be applied to a wide range of data analysis problems beyond the scope of this work.

How does literature evoke reality? This book takes cues from the history of scientific observation to provide a new approach to this longstanding question of literary studies. It reconstructs a narrative technique of 'literary' observation in which reality appears by mimicking processes of visual perception, and it traces the functioning of this technique through a wide range of European fiction from the early 18th to the late 19th centuries.

This is the loose-leaf version of Measurement and Evaluation in Human Performance, Sixth Edition With HKPropel Access, which offers students a less expensive, printed version of the text. Measurement and Evaluation in Human Performance, Sixth Edition With HKPropel Access, guides students through the essentials of collecting and analyzing data of human performance and using that data in practical application. Introductory algebraic concepts are combined with the technological capabilities of Microsoft Excel and IBM's SPSS software to aid students in calculations and data analysis. Focusing on the core concepts of reliability and validity of data, the text provides all the necessary tools for evidence-based decision making to apply in kinesiology, sport and exercise science, physical therapy, allied health, physical education, health, and fitness. The sixth edition of Measurement and Evaluation in Human Performance has been reorganized to offer a logical progression of information that makes it easy for instructors and students to apply the content to their specific courses and career goals. It is enhanced with added expertise from new coauthor Weimo Zhu, who served as the chair of the Measurement and Evaluation Council of SHAPE America. The amount of information on physical activity assessment has been increased across all chapters, and the text includes new content about sport video analysis apps, employment-related testing, and more. The text is divided into four parts. Part I introduces the concepts of measurement and evaluation and their importance for decision making in human performance. Part II explores statistics as core tools and resources for these evaluations and explains the various forms of statistical procedures often used in measurement. Part III presents reliability and validity from theoretical, comprehensive, and criterion-referenced perspectives. Skills gained through previous sections are applied to human performance issues such as evaluating a person's aerobic capacity or muscular strength. Part IV applies all of the content from the previous sections to practical settings where students will use the knowledge gained in the text, covering topics like fitness assessment, performance assessment, motor behavior, and sport and exercise psychology. To enhance student comprehension and retention, related online learning aids are delivered through HKPropel. Sample data sets allow students to practice data analysis, as do a wide range of study and practice activities. Chapter quizzes may be assigned to students by instructors and are automatically graded within HKPropel. In addition, Mastery Item sidebars throughout the text include problems and activities that test student knowledge, while Measurement and Evaluation Challenge sidebars provide scenarios that can be tackled with the information from the chapter. Measurement and Evaluation in Human Performance, Sixth Edition, continues to provide students with the tools and confidence they will need to gather reliable data, analyze it, and apply it in their work with clients. Note: A code for accessing HKPropel is included with all new print books.

This compact and easy-to-read book contains essential advice on how to take a manuscript from planning right through to publication. It will help both first-time writers and more experienced authors to present their results more effectively. While retaining the easy-to-read and well-structured approach of previous editions, the third edition of this essential guide has been expanded to include comprehensive advice on drawing graphs, and information about Open Access publishing. Illustrations are discussed in detail, with examples of poor illustrations taken from real papers in top-ranked journals, redrawn for comparison. Such before-and-after examples are also provided to demonstrate good and bad writing styles. The reader is offered practical advice - from how to present a paper and where to submit the manuscript, through to responding to reviewers' comments and correcting the proofs - all developed through the author's extensive teaching experience and his many years spent working as a journal editor.

This volume examines core areas of development in security, emphasizing the pivotal contributions of women to the field's evolution. The author first covers a broad spectrum of key topics, including how security is created, where innovation occurs, what the underpinnings are, and who supports it and how. After an overview of the field, female security professionals share their own stories of technology and innovation in security today; the foundation, where research is headed, and the emerging trends. Women currently make up a very small pocket of cyber security staffing - this book aims to increase the visibility of women in the field and their contributions and encourage other females to join the field. The contributors hold various roles from executive leadership, to engineers, analysts, and researchers.

This book offers a comprehensive overview of research at interface between History, Philosophy and Sociology of Science (HPSS) and Science Teaching in Ibero-America. It contributes to research on contextualization of science for students, teachers and researchers, and explains how to use different episodes of history of science or different themes of philosophy of science in regular science classes through diverse pedagogical approaches. The chapters in this book discuss a wide range of topics under different methodological, epistemological and didactic approaches, reflecting the richness of research developed in Spanish and Portuguese speaking countries, Latin America, Spain and Portugal. The book contains chapters about historical events, topics of philosophy and sociology of science, nature of science, applications of HPSS in the classroom, instructional materials for students and teacher training courses and curriculum.

Traces the lives of fourteen black scientists and inventors who have made significant contributions in the various fields of science and industry.

This book is concerned with computing in materio: that is, unconventional computing performed by directly harnessing the physical properties of materials. It offers an overview of the field, covering four main areas of interest: theory, practice, applications and implications. Each chapter synthesizes current understanding by deliberately bringing together researchers across a collection of related research projects. The book is useful for graduate students, researchers in the field, and the general scientific reader who is interested in inherently interdisciplinary research at the intersections of computer science, biology, chemistry, physics, engineering and mathematics.