Complex mathematical and computational models are used in all areas of society and technology and yet model based science is increasingly contested or refuted, especially when models are applied to controversial themes in domains such as health, the environment or the economy. More stringent standards of proofs are demanded from model-based numbers, especially when these numbers represent potential financial losses, threats to human health or the state of the environment. Quantitative sensitivity analysis is generally agreed to be one such standard.

Mathematical models are good at mapping assumptions into inferences. A modeller makes assumptions about laws pertaining to the system, about its status and a plethora of other, often arcane, system variables and internal model settings. To what extent can we rely on the model-based inference when most of these assumptions are fraught with uncertainties? Global Sensitivity Analysis offers an accessible treatment of such problems via quantitative sensitivity analysis, beginning with the first principles and guiding the reader through the full range of recommended practices with a rich set of solved exercises. The text explains the motivation for sensitivity analysis, reviews the required statistical concepts, and provides a guide to potential applications.

The book:

Provides a self-contained treatment of the subject, allowing readers to learn and practice global sensitivity analysis without further materials.

Presents ways to frame the analysis, interpret its results, and avoid potential pitfalls.

Features numerous exercises and solved problems to help illustrate the applications.

Is authored by leading sensitivityanalysis practitioners, combining a range of disciplinary backgrounds.

Postgraduate students and practitioners in a wide range of subjects, including statistics, mathematics, engineering, physics, chemistry, environmental sciences, biology, toxicology, actuarial sciences, and econometrics will find much of use here. This book will prove equally valuable to engineers working on risk analysis and to financial analysts concerned with pricing and hedging.

Written by an author with more than 40 years of teaching experience in the field, Experiments in Pharmaceutical Chemistry, Second Edition responds to a critical classroom need for material on directed laboratory investigations in biological and pharmaceutical chemistry. This new edition supplies 75 experiments, expanding the range of topics to 22 major areas of pharmaceutical chemistry. These include biochemical groups, botanical classes important to pharmacy, and major drug classifications:

• Carbohydrates
• Lipids
• Proteins
• Enzymes
• Inorganics
• Vitamins
• Steroids
• Plant Acids
• Flavonoids
• Alkaloids
• Tannins
• Resins
• Glycosides
• Gums
• Balsams
• Volatile Oils
• Analgesics
• Anesthetics
• Sulfa Drugs (Sulfonamides)
• Psychotropic Drugs
• Antibiotics
• Nucleic Acids

Sections contain introductions to basic concepts underlying the fields addressed and a specific bibliography relating to each field. Each experiment provides detailed instructions in a user-friendly format, and can be carried out, in most cases, without the need for expensive instrumentation. This comprehensive laboratory manual offers much-needed instructional material for teaching laboratory classes in pharmaceutical chemistry. The breadth of subject matter covered provides a variety of choices for structuring a laboratory course.

This book deals exclusively and comprehensively with the role of proficiency testing in the quality assurance of analytical data. It covers in detail proficiency testing schemes from the perspectives of scheme organisers, participant laboratories and the ultimate end-users of analytical data. A wide variety of topics are addressed including the organisation, effectiveness, applicability, and the costs and benefits of proficiency testing. Procedures for the evaluation and interpretation of laboratory proficiency, and the relation of proficiency testing to other quality assurance measures are also discussed. Proficiency Testing in Analytical Chemistry is an important addition to the literature on proficiency testing and is essential reading for practising analytical chemists and all organisations and individuals with an interest in the quality of analytical data.

The third book in Theodore Gray's bestselling Elements Trilogy, Reactions continues the journey through the world of chemistry that began with his two previous bestselling books The Elements and Molecules. With The Elements, Gray gave us a never-before-seen, mesmerizing photographic view of the 118 elements in the periodic table. In Molecules, he showed us how the elements combine to form the content that makes up our universe. With Reactions, Gray once again puts his photography and storytelling to work to demonstrate how molecules interact in ways that are essential to our very existence. The book begins with a brief recap of elements and molecules and then goes on to explain important concepts that characterize a chemical reaction, including Energy, Entropy, and Time. It is then organized by type of reaction including chapters such as "Fantastic Reactions and Where to Find Them," "On the Origin of Light and Color," "The Boring Chapter," in which we learn about reactions such as paint drying, grass growing, and water boiling, and "The Need for Speed," including topics such as weather, ignition, and fire.

Paul Feyeraband famously asked, what's so great about science? One answer is that it has been surprisingly successful in getting things right about the natural world, more successful than non-scientific or pre-scientific systems, religion or philosophy. Science has been able to formulate theories that have successfully predicted novel observations. It has produced theories about parts of reality that were not observable or accessible at the time those theories were first advanced, but the claims about those inaccessible areas have since turned out to be true. And science has, on occasion, advanced on more or less a priori grounds theories that subsequently turned out to be highly empirically successful. In this book the philosopher of science, John Wright delves deep into science's methodology to offer an explanation for this remarkable success story.

"Essential Laboratory Skills for Biosciences" is an essential companion during laboratory sessions. It is designed to be simple and give clear step by step instructions on essential techniques, supported by relevant diagrams. The book includes the use of particular equipment and how to do simple calculations that students come across regularly in laboratory practicals.

Written by experienced lecturers this handy pocket book provides: Simple to follow laboratory techniquesClear use of diagrams and illustrations to explain techniques, procedures and equipmentStep by step worked out examples of calculations including concentrations, dilutions and molarity

Suitable for all first year university students, the techniques in the book will also be useful for postgraduate and final year project students and enhance the practical and theoretical knowledge of all those studying bioscience related subjects.

Basic principles of applied life sciences such as recombinant DNA technology is used in most life sciences industries marketing bio-formulations for designing more effective protein-based drugs, such as erythropoietin and fast-acting insulin etc. In recent times genetically engineered host cells from mammal, animal and plants are also being used in life sciences industries to manufacture biologics. This book discusses the most basic as well advanced issues on biological products for successfully managing a life sciences industry. It elucidates the life cycle of biological molecules, right from the conceptual development of different types of biopolymers, and their subsequent transfer from the conical flasks in laboratory to life sciences industries for large scale production and marketing. It focuses on sustainable longevity in the life cycle of commercial biopolymers. Cumulative facts and figures in this volume would immensely help in inspiring life sciences industry promoters to monitor value chain transfer process of biologics for better profitability. Additionally, it would serve as a perusal document for the students and researchers interested in entrepreneurial ventures or having their own start-up projects for the commercialization of biologics.

This book is focused on the current status of industrial pollution, its source, characteristics, and management through various advanced treatment technologies. The book covers the recycle, reuse and recovery of waste for the production of value-added products. The book explores industrial wastewater pollution and its treatment through various advanced technologies and also the source and characteristics of solid waste and its management for environmental safety. It discusses new methods and technologies to combat the waste-related pollution and focuses on the use of recycled products. This book is of value to upcoming students, researchers, scientists, industry persons and professionals in the field of environmental science and engineering, microbiology, biotechnology, toxicology, further it is useful for global and local authorities and policy makers responsible for the management of liquid and solid wastes.

A renowned philosopher's final work, illuminating how the logical empiricist tradition has failed to appreciate the role of actual experiments in forming its philosophy of science. The logical empiricist treatment of physics dominated twentieth-century philosophy of science. But the logical empiricist tradition, for all it accomplished, does not do justice to the way in which empirical evidence functions in modern physics. In his final work, the late philosopher of science William Demopoulos contends that philosophers have failed to provide an adequate epistemology of science because they have failed to appreciate the tightly woven character of theory and evidence. As a consequence, theory comes apart from evidence. This trouble is nowhere more evident than in theorizing about particle and quantum physics. Arguing that we must consider actual experiments as they have unfolded across history, Demopoulos provides a new epistemology of theories and evidence, albeit one that stands on the shoulders of giants. On Theories finds clarity in Isaac Newton's suspicion of mere "hypotheses." Newton's methodology lies in the background of Jean Perrin's experimental investigations of molecular reality and of the subatomic investigations of J. J. Thomson and Robert Millikan. Demopoulos extends this account to offer novel insights into the distinctive nature of quantum reality, where a logico-mathematical reconstruction of Bohrian complementarity meets John Stewart Bell's empirical analysis of Einstein's "local realism." On Theories ultimately provides a new interpretation of quantum probabilities as themselves objectively representing empirical reality.

This volume results from a conference jointly sponsored by the Biotechnology Unit of the Government Chemist and the Society for Applied Bacteriology. ATP (Adenosine TriPhosphate - the basic molecule of energy) luminscence technology is an effective and rapid method for assaying microbial numbers. Although developed in the 1970s, only recently has the method been made reliable. This volume covers a broad range of topics concerned with this form of rapid microbiology. It contains detailed coverage of the most recent advances made in this area edited by the major authorities in the field.

This detailed book highlights recent advances in molecular imaging techniques and protocols, designed to be immediately applicable in global bio-laboratories. The chapters are categorized into seven major groups according to the reporter materials, such as imaging with passive optical readouts, activatable bioluminescent probes, functional substrates and luciferases, organic fluorescent probes, BRET probes, FRET probes, as well as with advanced instrumentation. Written for the highly successful Methods in Molecular Biology series, chapters include introductions to their respective topics, lists of the necessary materials and reagents, step-by-step, readily reproducible laboratory protocols, and tips on troubleshooting and avoiding known pitfalls. Authoritative and practical, Live Cell Imaging: Methods and Protocols aims to direct and inspire researchers into creating smarter, next-generation imaging techniques that are truly quantitative, highly sensitive, and readily comprehended, in the effort to engender deeper understanding of biological systems and break new ground in the research fields of life science.

In the 1980's sonochemistry was considered to be a rather restricted branch of chemistry involving the ways in which ultrasound could improve synthetic procedures, predominantly in heterogeneous systems and particularly for organometallic reactions. Within a few years the subject began to expand into other disciplines including food technology, environmental protection and the extraction of natural materials. Scientific interest grew and led to the formation of the European Society of Sonochemistry in 1990 and the launch of a new journal Ultrasonics Sonochemistry in 1994. The subject continues to develop as an exciting and multi-disciplinary science with the participation of not only chemists but also physicists, engineers and biologists. The resulting cross-fertilisation of ideas has led to the rapid growth of interdisciplinary research and provided an ideal way for young researchers to expand their knowledge and appreciation of the ways in which different sciences can interact. It expands scientific knowledge through an opening of the closed doors that sometimes restrict the more specialist sciences. The journey of exploration in sonochemistry and its expansion into new fields of science and engineering is recounted in "Sonochemistry Evolution and Expansion" written by two pioneers in the field. It is unlike other texts about sonochemistry in that it follows the chronological developments in several very different applications of sonochemistry through the research experiences of the two authors Tim Mason and Mircea Vinatoru. Designed for chemists and chemical engineers Written by two experts and practitioners in the subject Volume 1 covers the historical background and evolution of sonochemistry Volume 2 explains the wider applications and expansion of the subject VOLUME 1 Fundamentals and Evolution This volume traces the evolution of sonochemistry from the very beginning when the effects of acoustic cavitation were first reported almost as a scientific curiosity. The major developments of the subject from the 1980's are described by the authors who became active participants in the field during that period. A chapter is devoted to ultrasonically assisted extraction (UAE) which illustrates the different ways in which sonochemical technologies can be applied in both batch and flow modes leading to the development of large-scale processing. The chapter on environmental protection shows the wide range of applications of sonochemistry in this important field for both biological and chemical decontamination.

This completely revised edition explores novel discoveries in bacterial genomic research, with a focus on technical and computational improvements as well as methods used for bacterial pangenome analysis, which relies on microbiome studies and metagenomic data. Beginning with up-to-date sequencing methods, the book continues with sections covering methods for deep phylogenetic analysis, the role of metagenomic data in understanding the genomics of the many yet uncultured bacteria, progress in genome-to-phenome inference, as well as computational genomic tools. Written for the highly successful Methods in Molecular Biology series, chapters include the type of practical detail necessary for reproducible results in the lab. Authoritative and up-to-date, Bacterial Pangenomics: Methods and Protocols, Second Edition serves as an ideal guide for both highly qualified investigators in bacterial genomics and for less experienced researchers, including students and teachers, who could use a reference for approaching genomic analysis and genome data.

Starting from first principles, this book introduces the closely related phenomena of Bose condensation and Cooper pairing, in which a very large number of single particles or pairs of particles are forced to behave in exactly the same way, and explores their consequences in condensed matter systems. Eschewing advanced formal methods, the author uses simple concepts and arguments to account for the various qualitatively new phenomena which occur in Bose-condensed and Cooper-paired systems, including but not limited to the spectacular macroscopic phenomena of superconductivity and superfluidity. The physical systems discussed include liquid 4-He, the BEC alkali gases, "classical" superconductors, superfluid 3-He, "exotic" superconductors and the recently stabilized Fermi alkali gases. The book should be accessible to beginning graduate students in physics or advanced undergraduates.

Image processing is fast becoming a valuable tool for analyzing multidimensional data in all areas of natural science. Since the publication of the best-selling first edition of this handbook, the field of image processing has matured in many of its aspects from ad hoc, empirical approaches to a sound science based on established mathematical and physical principles. The Practical Handbook on Image Processing for Scientific and Technical Applications, Second Edition builds a sound basic knowledge of image processing, provides a critically evaluated collection of the best algorithms, and demonstrates those algorithms with real-world applications from many fields. It covers all aspects of image processing, from image formation to image analysis, and gives an up-to-date review of advanced concepts. Organized according to the hierarchy of tasks, each chapter includes a summary, an outline of the background the task requires, and a section of practical tips that help you avoid common errors and save valuable research time. New in the Second Edition: Expanded application areas now include technical fields such as the automotive industry, quality inspection, and materials science More practical tips in each chapter Discussion of digital camera interfaces and a comparison of CMOS vs. CCD cameras A section on wavelets Advanced techniques for reconstruction, new segmentation methods based on global optimization and anisotropic diffusion, and additional classification techniques, including neural networks, polynomial classification, and support vector machines Just as digital image processing provides the key to studying complex scientific problems that researchers once could only dream of tackling, this handbook unlocks the intricacies of image processing and brings its power and potential within the grasp of researchers across the spectrum of scientific and engineering disciplines.

Although methods and techniques that will help solve various analytical problems do exist, they are often difficult to perform. Using polarized light microscopy as the method of choice, Color Atlas and Manual of Microscopy for Criminalists, Chemists, and Conservators offers swift, simple, yet irrefutable analytical tests and testing procedures that can be used to identify organic and inorganic particles. Seasoned forensic microscopists Nicholas Petraco and Thomas Kubic have lent their expertise as consultants to forensic scientists, analytical chemists, art historians, pathologists, customs agents, detectives, gemologists, numismatists, and art conservators. Now they share their extensive photomicrograph collection of minute specimens along with clear, concise, and simple methods to help solve your analytical problems.

There is currently a high level of interest in Laboratory Information Management Systems (LIMS), which, when successfully implemented, can revitalize the operations of a laboratory and contribute significantly to the effectiveness and efficiency of the overall enterprise. LIMS describes the strategy, planning, resources, and activities needed to integrate LIMS and its supporting technologies into an organization. It covers all aspects of implementation and management and has the benefit of not being product specific. This book will not date as it is not restricted to a particular software product, hardware platform, or technical automation approach. Instead it deals with the issues, expertise, organization, and resources that contribute to the successful implementation of LIMS. The author has wide experience of automated laboratory systems in the chemical, pharmaceutical, environmental, and biotechnology industries, and for the past 15 years has been intimately involved in every aspect of LIMS implementations including justification, system selection, installation, project management, developing, training, validation, performance optimization, and maintenance. LIMS contains numerous illustrations and tables to highlight concisely the major points and concepts discussed in each chapter. The book is essential reading for laboratory, information systems and project managers responsible for the implementation of LIMS and, as it does not require any previous knowledge of computers or laboratory information management systems, is easily accessible to all.

This book presents a detailed look at experimental and computational techniques for accurate structure determination of free molecules. The most fundamental property of a molecule is its structure - it is a prerequisite for determining and understanding most other important properties of molecules. The determination of accurate structures is hampered by a myriad of factors, subjecting the collected data to non-negligible systematic errors. This book explains the origin of these errors and how to mitigate and even avoid them altogether. It features a detailed comparison of the different experimental and computation methods, explaining their interplay and the advantages of their combined use. Armed with this information, the reader will be able to choose the appropriate methods to determine - to a great degree of accuracy - the relevant molecular structure.

I In this volume, the author demystifies the Design of Experiments (DOE). He begins with a clear explanation of the traditional experimentation process. He then covers the concept of variation and the importance of experimentation and follows through with applications. Stamatis also discusses full and fractional factorials. The strength of this volume lies in the fact that not only does it introduce the concept of robustness, it also addresses "Robust Designs" with discussions on the Taguchi methodology of experimentation. And throughout the author ties these concepts into the Six Sigma philosophy and shows readers how they use those concepts in their organizations.

This book discusses fundamentally new biomedical imaging methods, such as holography, holographic and resonant interferometry, and speckle optics. It focuses on the development of holographic interference microscopy and its use in the study of phase objects such as nerve and muscle fibers subjected to the influence of laser radiation, magnetic fields, and hyperbaric conditions. The book shows how the myelin sheath and even the axon itself exhibit waveguide properties, enabling a fresh new look at the mechanisms of information transmission in the human body. The book presents theoretically and experimentally tested holographic and speckle-optical methods and devices used for investigating complex, diffusely scattering surfaces such as skin and muscle tissue. Additionally, it gives broad discussion of the authors' own original fundamental and applied research dedicated to helping physicians introduce new contact-less methods of diagnosis and treatment of diseases of the cardiovascular and neuromuscular systems into medical practice. The book is aimed at a broad spectrum of scientific specialists in the fields of speckle optics, holography, laser physics, morphology and cytochemistry, as well as medical professionals such as physiologists, neuropathologists, neurosurgeons, cardiologists and dentists.

Private landowners or Federal Agencies responsible for cleaning up radiological environments are faced with the challenge of clearly defining the nature and extent of radiological contamination, implementing remedial alternatives, then statistically verifying that cleanup objectives have been met. Sampling and Surveying Radiological Environments provides the how-tos for designing and implementing cost effective and defensible sampling programs in radiological environments, such as those found in the vicinity of uranium mine sites, nuclear weapons production facilities, nuclear reactors, radioactive waste storage and disposal facilities, and nuclear accidents. It includes downloadable resources that walk you through the EPA's Data Quality Objectives(DQO) procedures and provides electronic templates you can complete and print. Sampling and Surveying Radiological Environments addresses all of the major topics that will assist you in designing and implementing statistically defensible sampling programs in radiological environments, including: Summary of the major environmental laws and regulations that apply to radiological sites, and advice on regulatory interfacing * Internet addresses where you can find regulations pertaining to each States Theory of radiation detection and definitions of common radiological terminology Statistics and statistical software that apply to the environmental industry Details on commercially available radiological instrumentation and detection systems Building decontamination and decommissioning, radiological and chemical equipment decontamination procedures, and tank/drum/remote characterization Standard operating procedures for collecting environmental media samples Guidance on sample preparation, documentation, and shipment Guidance on data verification/validation, radiological data management, data quality assessment (DQA)

Toxicology has made tremendous strides in the sophistication of the models used to identify and understand the mechanisms of agents that can harm or kill humans and other higher organisms. Non-animals or in vitro models started to gain significant use in the 1960s. As a result of the increased concern over animal welfare, economic factors, and the need for greater sensitivity and understanding of mechanisms, interest in in vitro models has risen. This volume demonstrates that there now exists a broad range of in vitro models for use in either identifying or understanding most forms of toxicity. The availability of in vitro models spans both the full range of endpoints (irritation, sensitization, lethality, mutagenicity, and developmental toxicity) and the full spectrum of target organ systems (including the skin, eye, heart, liver, kidney and nervous system). Chapters are devoted to each of these speciality areas from a perspective of presenting the principal models and their uses and limitations.

'G. Adams in Fleet Street London' is the signature on some of the finest scientific instruments of the eighteenth century. This book is the first comprehensive study of the instrument-making business run by the Adams family, from its foundation in 1734 to bankruptcy in 1817. It is based on detailed research in the archival sources as well as examination of extant instruments and publications by George Adams senior and his two sons, George junior and Dudley. Separate chapters are devoted to George senior's family background, his royal connections, and his new globes; George junior's numerous publications, and his dealings with van Marum; and to Dudley's dabbling with 'medico-electrical therapeutics'. The book is richly illustrated with plates from the Adams's own publications and with examples of instruments ranging from unique museum pieces - such as the 'Prince of Wales' microscope - and globes to the more common, even mundane, items of the kind seen in salesrooms and dealers - the surveying, navigational and military instruments that formed the backbone of the business. The appendices include facsimiles of trade catalogues and an annotated short-title listing of the Adams family's publications, which also covers American and Continental editions, as well as the posthumous ones by W. & S. Jones.

Experts from The Jackson Laboratory and around the world provide practical advice on everything from how to establish a colony to where to go for specific mutations. Systematic Approach to Evaluation of Mouse Mutations includes information on medical photography, grafting procedures, how to map the genes and evaluate the special biological characteristics of the mice.

Since the initial discovery of the G protein-coupled receptor system that regulates cyclicAMP production, the G protein field has rapidly expanded. Cell surface receptors that couple to heterotrimeric G proteins, the G prote- coupled receptors (GPCRs), number in the hundreds and bind to a wide div- sity of ligands including, biogenic amines (e. g. , adrenaline), lipid derivatives (e. g. , lysophosphatidic acid), peptides (e. g. , opioid peptides), proteins (e. g. , thyroid-stimulating hormone), and odorants to name a few. The GPCR system is found throughout biology in such simple organisms as yeast and in such more complex organisms as Dictyostelium discoideum (slime mold), Caen- habditis elegans (nematode worm), and of course in humans. GPCRs and their associated G protein systems are the subject of intense academic research and because of their involvement in a human biology and disease, the pharmac- tical industry has large research initiatives dedicated to the study of GPCRs. By some estimates, more than 50% of the pharmaceuticals on the market are targeted at GPCRs. The G protein/G protein-coupled receptor system consists of a receptor (GPCR), a heterotrimeric G protein consisting of ?, ?, and ? subunits, and an effector. G protein effector molecules, such as enzymes or ion channels, respond to acti- tion by the G protein to generate second messengers or changes in membrane potential that lead to alterations in cell physiology.