Chemometrics And Numerical Methods In Libs

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Chemometrics and Numerical Methods in LIBS

Author : Vincenzo Palleschi
Publisher : John Wiley & Sons
ISBN 13 : 1119759579
Total Pages : 388 pages
Book Rating : 4.1/5 (197 download)

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Book Synopsis Chemometrics and Numerical Methods in LIBS by : Vincenzo Palleschi

Download or read book Chemometrics and Numerical Methods in LIBS written by Vincenzo Palleschi and published by John Wiley & Sons. This book was released on 2022-10-06 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt: Chemometrics and Numerical Methods in LIBS A practical guide to the application of chemometric methods to solve qualitative and quantitative problems in LIBS analyses Chemometrics and Numerical Methods in LIBS, delivers an authoritative and practical exploration of the use of advanced chemometric methods to laser-induced breakdown spectroscopy (LIBS) cases. The book discusses the fundamentals of chemometrics before moving on to solutions that can be applied to data analysis methods. It is a concise guide designed to help readers at all levels of knowledge solve commonly encountered problems in the field. The book includes three sections: LIBS information simplification, LIBS classification, and quantitative analysis by LIBS. Each section of the book is divided into a description of relevant techniques and practical examples of its applications. Contributors to this edited volume are the most recognized international experts on the chemometric techniques relevant to LIBS analysis. Chemometrics and Numerical Methods in LIBS also includes: A thorough introduction to the simplification of LIBS information, including principal component analysis, independent component analysis, and parallel factor analysis Comprehensive explorations of classification by LIBS, including spectral angle mapping, linear discriminant analysis, graph clustering, self-organizing maps, and artifical neural networks Practical discussions of linear methods for quantitative analysis by LIBS, including calibration curves, partial least squares regression, and limit of detection In-depth examinations of multivariate analysis and non-linear methods, including calibration-free LIBS, the non-linear Kalman filter, artificial and convolutional neural networks for quantification Relevant for researchers and PhD students seeking practical information on the application of advanced statistical methods to the analysis of LIBS spectra, Chemometrics and Numerical Methods in LIBS will also earn a place in the libraries of students taking courses involving LIBS spectro-analytical techniques

Chemometrics and Numerical Methods in LIBS

Author : Vincenzo Palleschi
Publisher : John Wiley & Sons
ISBN 13 : 1119759587
Total Pages : 388 pages
Book Rating : 4.1/5 (197 download)

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Book Synopsis Chemometrics and Numerical Methods in LIBS by : Vincenzo Palleschi

Download or read book Chemometrics and Numerical Methods in LIBS written by Vincenzo Palleschi and published by John Wiley & Sons. This book was released on 2022-10-25 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt: Chemometrics and Numerical Methods in LIBS A practical guide to the application of chemometric methods to solve qualitative and quantitative problems in LIBS analyses Chemometrics and Numerical Methods in LIBS, delivers an authoritative and practical exploration of the use of advanced chemometric methods to laser-induced breakdown spectroscopy (LIBS) cases. The book discusses the fundamentals of chemometrics before moving on to solutions that can be applied to data analysis methods. It is a concise guide designed to help readers at all levels of knowledge solve commonly encountered problems in the field. The book includes three sections: LIBS information simplification, LIBS classification, and quantitative analysis by LIBS. Each section of the book is divided into a description of relevant techniques and practical examples of its applications. Contributors to this edited volume are the most recognized international experts on the chemometric techniques relevant to LIBS analysis. Chemometrics and Numerical Methods in LIBS also includes: A thorough introduction to the simplification of LIBS information, including principal component analysis, independent component analysis, and parallel factor analysis Comprehensive explorations of classification by LIBS, including spectral angle mapping, linear discriminant analysis, graph clustering, self-organizing maps, and artifical neural networks Practical discussions of linear methods for quantitative analysis by LIBS, including calibration curves, partial least squares regression, and limit of detection In-depth examinations of multivariate analysis and non-linear methods, including calibration-free LIBS, the non-linear Kalman filter, artificial and convolutional neural networks for quantification Relevant for researchers and PhD students seeking practical information on the application of advanced statistical methods to the analysis of LIBS spectra, Chemometrics and Numerical Methods in LIBS will also earn a place in the libraries of students taking courses involving LIBS spectro-analytical techniques

Chemometrics

Author : B.R. Kowalski
Publisher : Springer Science & Business Media
ISBN 13 : 9789027718464
Total Pages : 514 pages
Book Rating : 4.7/5 (184 download)

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Book Synopsis Chemometrics by : B.R. Kowalski

Download or read book Chemometrics written by B.R. Kowalski and published by Springer Science & Business Media. This book was released on 1984-10-31 with total page 514 pages. Available in PDF, EPUB and Kindle. Book excerpt: Proceedings of the NATO Advanced Study Institute, Cosenza, Italy, September 12-23, 1983

Mathematical Methods for Physical and Analytical Chemistry

Author : David Z. Goodson
Publisher : John Wiley & Sons
ISBN 13 : 1118135172
Total Pages : 408 pages
Book Rating : 4.1/5 (181 download)

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Book Synopsis Mathematical Methods for Physical and Analytical Chemistry by : David Z. Goodson

Download or read book Mathematical Methods for Physical and Analytical Chemistry written by David Z. Goodson and published by John Wiley & Sons. This book was released on 2011-11-14 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mathematical Methods for Physical and Analytical Chemistry presents mathematical and statistical methods to students of chemistry at the intermediate, post-calculus level. The content includes a review of general calculus; a review of numerical techniques often omitted from calculus courses, such as cubic splines and Newton’s method; a detailed treatment of statistical methods for experimental data analysis; complex numbers; extrapolation; linear algebra; and differential equations. With numerous example problems and helpful anecdotes, this text gives chemistry students the mathematical knowledge they need to understand the analytical and physical chemistry professional literature.

Remote Compositional Analysis

Author : Janice L. Bishop
Publisher : Cambridge University Press
ISBN 13 : 110718620X
Total Pages : 655 pages
Book Rating : 4.1/5 (71 download)

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Book Synopsis Remote Compositional Analysis by : Janice L. Bishop

Download or read book Remote Compositional Analysis written by Janice L. Bishop and published by Cambridge University Press. This book was released on 2019-11-28 with total page 655 pages. Available in PDF, EPUB and Kindle. Book excerpt: Comprehensive overview of the spectroscopic, mineralogical, and geochemical techniques used in planetary remote sensing.

Chemometrics

Author : Richard G. Brereton
Publisher : John Wiley & Sons
ISBN 13 : 1118904680
Total Pages : 603 pages
Book Rating : 4.1/5 (189 download)

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Book Synopsis Chemometrics by : Richard G. Brereton

Download or read book Chemometrics written by Richard G. Brereton and published by John Wiley & Sons. This book was released on 2018-03-13 with total page 603 pages. Available in PDF, EPUB and Kindle. Book excerpt: A new, full-color, completely updated edition of the key practical guide to chemometrics This new edition of this practical guide on chemometrics, emphasizes the principles and applications behind the main ideas in the field using numerical and graphical examples, which can then be applied to a wide variety of problems in chemistry, biology, chemical engineering, and allied disciplines. Presented in full color, it features expansion of the principal component analysis, classification, multivariate evolutionary signal and statistical distributions sections, and new case studies in metabolomics, as well as extensive updates throughout. Aimed at the large number of users of chemometrics, it includes extensive worked problems and chapters explaining how to analyze datasets, in addition to updated descriptions of how to apply Excel and Matlab for chemometrics. Chemometrics: Data Driven Extraction for Science, Second Edition offers chapters covering: experimental design, signal processing, pattern recognition, calibration, and evolutionary data. The pattern recognition chapter from the first edition is divided into two separate ones: Principal Component Analysis/Cluster Analysis, and Classification. It also includes new descriptions of Alternating Least Squares (ALS) and Iterative Target Transformation Factor Analysis (ITTFA). Updated descriptions of wavelets and Bayesian methods are included. Includes updated chapters of the classic chemometric methods (e.g. experimental design, signal processing, etc.) Introduces metabolomics-type examples alongside those from analytical chemistry Features problems at the end of each chapter to illustrate the broad applicability of the methods in different fields Supplemented with data sets and solutions to the problems on a dedicated website, www.booksupport.wiley.com Chemometrics: Data Driven Extraction for Science, Second Edition is recommended for post-graduate students of chemometrics as well as applied scientists (e.g. chemists, biochemists, engineers, statisticians) working in all areas of data analysis.

Chemometrics in Spectroscopy

Author : Howard Mark
Publisher : Academic Press
ISBN 13 : 0128053305
Total Pages : 1090 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Chemometrics in Spectroscopy by : Howard Mark

Download or read book Chemometrics in Spectroscopy written by Howard Mark and published by Academic Press. This book was released on 2018-07-13 with total page 1090 pages. Available in PDF, EPUB and Kindle. Book excerpt: Chemometrics in Spectroscopy, Second Edition, provides the reader with the methodology crucial to apply chemometrics to real world data. It allows scientists using spectroscopic instruments to find explanations and solutions to their problems when they are confronted with unexpected and unexplained results. Unlike other books on these topics, it explains the root causes of the phenomena that lead to these results. While books on NIR spectroscopy sometimes cover basic chemometrics, they do not mention many of the advanced topics this book discusses. In addition, traditional chemometrics books do not cover spectroscopy to the point of understanding the basis for the underlying phenomena. The second edition has been expanded with 50% more content covering advances in the field that have occurred in the last 10 years, including calibration transfer, units of measure in spectroscopy, principal components, clinical data reporting, classical least squares, regression models, spectral transfer, and more. Written in the column format of the authors’ online magazine Presents topical and important chapters for those involved in analysis work, both research and routine Focuses on practical issues in the implementation of chemometrics for NIR Spectroscopy Includes a companion website with 350 additional color figures that illustrate CLS concepts

Criminal and Environmental Soil Forensics

Author : Karl Ritz
Publisher : Springer Science & Business Media
ISBN 13 : 1402092040
Total Pages : 534 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Criminal and Environmental Soil Forensics by : Karl Ritz

Download or read book Criminal and Environmental Soil Forensics written by Karl Ritz and published by Springer Science & Business Media. This book was released on 2008-12-23 with total page 534 pages. Available in PDF, EPUB and Kindle. Book excerpt: Soils have important roles to play in criminal and environmental forensic science. Since the initial concept of using soil in forensic investigations was mooted by Conan Doyle in his Sherlock Holmes stories prior to real-world applications, this branch of forensic science has become increasingly sophisticated and broad. New techniques in chemical, physical, biological, ecological and spatial analysis, coupled with informatics, are being applied to reducing areas of search by investigators, site identification, site comparison and measurement for the eventual use as evidence in court. Soils can provide intelligence, in assisting the determination of the provenance of samples from artifacts, victims or suspects, enabling their linkage to locations or other evidence. They also modulate change in surface or buried cadavers and hence affect the ability to estimate post-mortem or post-burial intervals, and locate clandestine graves. This interdisciplinary volume explores the conceptual and practical interplay of soil and geoforensics across the scientific, investigative and legal fields. Supported by reviews, case-studies from across the world, and reports of original research, it demonstrates the increasing convergence of a wide range of knowledge. It covers conceptual issues, evidence (from recovery to use in court), geoforensics, taphonomy, as well as leading-edge technologies. The application of the resultant soil forensics toolbox is leading to significant advances in improving crime detection, and environmental and national security.

Applied Raman Spectroscopy

Author : Vivek Kumar Singh
Publisher : Elsevier
ISBN 13 : 0443218358
Total Pages : 0 pages
Book Rating : 4.4/5 (432 download)

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Book Synopsis Applied Raman Spectroscopy by : Vivek Kumar Singh

Download or read book Applied Raman Spectroscopy written by Vivek Kumar Singh and published by Elsevier. This book was released on 2025-03-01 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Applied Raman Spectroscopy: Concepts, Instrumentation, Chemometrics, and Life Science Applications synthesizes recent developments in the field, providing an updated overview. The book focuses on the modern concepts of Raman spectroscopy techniques, recent technological innovations, data analysis using chemometric methods, along with the latest examples of life science applications relevant in academia and industries. It will be beneficial to researchers from various branches of science and technology, and it will point them to modern techniques coupled with data analysis methods. In addition, it will help instruct new readers on Raman spectroscopy and hyphenated Raman spectroscopic techniques. The book is primarily written for analytical and physical chemistry students and researchers at a more advanced level who require a broad introductory overview of the applications of Raman spectroscopy, as well as those working in applied industry and clinical laboratories. Students, researchers, and industry workers in related fields, including X-ray and materials science, agriculture, botany, molecular biology and biotechnology, mineralogy, and environmental science will also find it very useful. - Provides a thorough discussion of the modern concepts and recent instrumental developments of Raman Spectroscopy in one resource - Presents comprehensive discussions on laser spectrometers, Raman Spectrometers, and detectors that can be used for apparatuses - Furnishes the latest updates on remote Raman spectroscopy in nanoscale optics, stimulated Raman microscopy and clinical as well as biomedical applications of surface-enhanced and tip-enhanced Raman spectroscopy - Covers the newest advances and capabilities of Raman-LIBS instruments, ranging from basic set-ups to more advanced configurations - Demonstrates updated chemometrics and numerical methods and shows the analytical capabilities of methods in terms of detection limits, accuracy, and precision of measurements for biological and environmental samples

Applied Chemoinformatics

Author : Thomas Engel
Publisher : John Wiley & Sons
ISBN 13 : 352734201X
Total Pages : 660 pages
Book Rating : 4.5/5 (273 download)

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Book Synopsis Applied Chemoinformatics by : Thomas Engel

Download or read book Applied Chemoinformatics written by Thomas Engel and published by John Wiley & Sons. This book was released on 2018-06-05 with total page 660 pages. Available in PDF, EPUB and Kindle. Book excerpt: Edited by world-famous pioneers in chemoinformatics, this is a clearly structured and applications-oriented approach to the topic, providing up-to-date and focused information on the wide range of applications in this exciting field. The authors explain methods and software tools, such that the reader will not only learn the basics but also how to use the different software packages available. Experts describe applications in such different fields as structure-spectra correlations, virtual screening, prediction of active sites, library design, the prediction of the properties of chemicals, the development of new cosmetics products, quality control in food, the design of new materials with improved properties, toxicity modeling, assessment of the risk of chemicals, and the control of chemical processes. The book is aimed at advanced students as well as lectures but also at scientists that want to learn how chemoinformatics could assist them in solving their daily scientific tasks. Together with the corresponding textbook Chemoinformatics - Basic Concepts and Methods (ISBN 9783527331093) on the fundamentals of chemoinformatics readers will have a comprehensive overview of the field.

Ensemble Classification Methods with Applications in R

Author : Esteban Alfaro
Publisher : John Wiley & Sons
ISBN 13 : 1119421098
Total Pages : 174 pages
Book Rating : 4.1/5 (194 download)

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Book Synopsis Ensemble Classification Methods with Applications in R by : Esteban Alfaro

Download or read book Ensemble Classification Methods with Applications in R written by Esteban Alfaro and published by John Wiley & Sons. This book was released on 2018-11-05 with total page 174 pages. Available in PDF, EPUB and Kindle. Book excerpt: An essential guide to two burgeoning topics in machine learning – classification trees and ensemble learning Ensemble Classification Methods with Applications in R introduces the concepts and principles of ensemble classifiers methods and includes a review of the most commonly used techniques. This important resource shows how ensemble classification has become an extension of the individual classifiers. The text puts the emphasis on two areas of machine learning: classification trees and ensemble learning. The authors explore ensemble classification methods’ basic characteristics and explain the types of problems that can emerge in its application. Written by a team of noted experts in the field, the text is divided into two main sections. The first section outlines the theoretical underpinnings of the topic and the second section is designed to include examples of practical applications. The book contains a wealth of illustrative cases of business failure prediction, zoology, ecology and others. This vital guide: Offers an important text that has been tested both in the classroom and at tutorials at conferences Contains authoritative information written by leading experts in the field Presents a comprehensive text that can be applied to courses in machine learning, data mining and artificial intelligence Combines in one volume two of the most intriguing topics in machine learning: ensemble learning and classification trees Written for researchers from many fields such as biostatistics, economics, environment, zoology, as well as students of data mining and machine learning, Ensemble Classification Methods with Applications in R puts the focus on two topics in machine learning: classification trees and ensemble learning.

Laser-Induced Breakdown Spectroscopy

Author : Reinhard Noll
Publisher : Springer Science & Business Media
ISBN 13 : 3642206689
Total Pages : 547 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Laser-Induced Breakdown Spectroscopy by : Reinhard Noll

Download or read book Laser-Induced Breakdown Spectroscopy written by Reinhard Noll and published by Springer Science & Business Media. This book was released on 2012-01-14 with total page 547 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a comprehensive source of the fundamentals, process parameters, instrumental components and applications of laser-induced breakdown spectroscopy (LIBS). The effect of multiple pulses on material ablation, plasma dynamics and plasma emission is presented. A heuristic plasma modeling allows to simulate complex experimental plasma spectra. These methods and findings form the basis for a variety of applications to perform quantitative multi-element analysis with LIBS. These application potentials of LIBS have really boosted in the last years ranging from bulk analysis of metallic alloys and non-conducting materials, via spatially resolved analysis and depth profiling covering measuring objects in all physical states: gaseous, liquid and solid. Dedicated chapters present LIBS investigations for these tasks with special emphasis on the methodical and instrumental concepts as well as the optimization strategies for a quantitative analysis. Requirements, concepts, design and characteristic features of LIBS instruments are described covering laboratory systems, inspections systems for in-line process control, mobile systems and remote systems. State-of-the-art industrial applications of LIBS systems are presented demonstrating the benefits of inline process control for improved process guiding and quality assurance purposes.

Model Identification and Data Analysis

Author : Sergio Bittanti
Publisher : John Wiley & Sons
ISBN 13 : 1119546362
Total Pages : 416 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis Model Identification and Data Analysis by : Sergio Bittanti

Download or read book Model Identification and Data Analysis written by Sergio Bittanti and published by John Wiley & Sons. This book was released on 2019-04-02 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is about constructing models from experimental data. It covers a range of topics, from statistical data prediction to Kalman filtering, from black-box model identification to parameter estimation, from spectral analysis to predictive control. Written for graduate students, this textbook offers an approach that has proven successful throughout the many years during which its author has taught these topics at his University. The book: Contains accessible methods explained step-by-step in simple terms Offers an essential tool useful in a variety of fields, especially engineering, statistics, and mathematics Includes an overview on random variables and stationary processes, as well as an introduction to discrete time models and matrix analysis Incorporates historical commentaries to put into perspective the developments that have brought the discipline to its current state Provides many examples and solved problems to complement the presentation and facilitate comprehension of the techniques presented

Laser-induced Breakdown Spectroscopy (LIBS)

Author : Andrzej W. Miziolek
Publisher :
ISBN 13 : 9780511246692
Total Pages : 640 pages
Book Rating : 4.2/5 (466 download)

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Book Synopsis Laser-induced Breakdown Spectroscopy (LIBS) by : Andrzej W. Miziolek

Download or read book Laser-induced Breakdown Spectroscopy (LIBS) written by Andrzej W. Miziolek and published by . This book was released on 2014-05-14 with total page 640 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the first comprehensive reference explaining the fundamentals of the LIBS phenomenon, its history and its fascinating applications across eighteen chapters written by recognized leaders in the field. This book will be of significant interest to researchers in chemical and materials analysis within academia and industry.

Wavelet Methods in Statistics with R

Author : Guy Nason
Publisher : Springer Science & Business Media
ISBN 13 : 0387759611
Total Pages : 259 pages
Book Rating : 4.3/5 (877 download)

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Book Synopsis Wavelet Methods in Statistics with R by : Guy Nason

Download or read book Wavelet Methods in Statistics with R written by Guy Nason and published by Springer Science & Business Media. This book was released on 2010-07-25 with total page 259 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains information on how to tackle many important problems using a multiscale statistical approach. It focuses on how to use multiscale methods and discusses methodological and applied considerations.

PATTERN RECOGNITION: STATISTICAL, STRUCTURAL AND NEURAL APPROACHES

Author : Schalkoff
Publisher : John Wiley & Sons
ISBN 13 : 9788126513703
Total Pages : 388 pages
Book Rating : 4.5/5 (137 download)

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Book Synopsis PATTERN RECOGNITION: STATISTICAL, STRUCTURAL AND NEURAL APPROACHES by : Schalkoff

Download or read book PATTERN RECOGNITION: STATISTICAL, STRUCTURAL AND NEURAL APPROACHES written by Schalkoff and published by John Wiley & Sons. This book was released on 2007-09 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt: About The Book: This book explores the heart of pattern recognition concepts, methods and applications using statistical, syntactic and neural approaches. Divided into four sections, it clearly demonstrates the similarities and differences among the three approaches. The second part deals with the statistical pattern recognition approach, starting with a simple example and finishing with unsupervised learning through clustering. Section three discusses the syntactic approach and explores such topics as the capabilities of string grammars and parsing; higher dimensional representations and graphical approaches. Part four presents an excellent overview of the emerging neural approach including an examination of pattern associations and feedforward nets. Along with examples, each chapter provides the reader with pertinent literature for a more in-depth study of specific topics.

Portable Spectroscopy and Spectrometry, Applications

Author : Richard A. Crocombe
Publisher : John Wiley & Sons
ISBN 13 : 1119636434
Total Pages : 608 pages
Book Rating : 4.1/5 (196 download)

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Book Synopsis Portable Spectroscopy and Spectrometry, Applications by : Richard A. Crocombe

Download or read book Portable Spectroscopy and Spectrometry, Applications written by Richard A. Crocombe and published by John Wiley & Sons. This book was released on 2021-04-28 with total page 608 pages. Available in PDF, EPUB and Kindle. Book excerpt: The most comprehensive resource available on the many applications of portable spectrometers, including material not found in any other published work Portable Spectroscopy and Spectrometry: Volume Two is an authoritative and up-to-date compendium of the diverse applications for portable spectrometers across numerous disciplines. Whereas Volume One focuses on the specific technologies of the portable spectrometers themselves, Volume Two explores the use of portable instruments in wide range of fields, including pharmaceutical development, clinical research, food analysis, forensic science, geology, astrobiology, cultural heritage and archaeology. Volume Two features contributions by a multidisciplinary team of experts with hands-on experience using portable instruments in their respective areas of expertise. Organized both by instrumentation type and by scientific or technical discipline, 21 detailed chapters cover various applications of portable ion mobility spectrometry (IMS), infrared and near-infrared (NIR) spectroscopy, Raman and x-ray fluorescence (XRF) spectroscopy, smartphone spectroscopy, and many others. Filling a significant gap in literature on the subject, the second volume of Portable Spectroscopy and Spectrometry: Features a significant amount of content published for the first time, or not available in existing literature Brings together work by authors with assorted backgrounds and fields of study Discusses the central role of applications in portable instrument development Covers the algorithms, calibrations, and libraries that are of critical importance to successful applications of portable instruments Includes chapters on portable spectroscopy applications in areas such as the military, agriculture and feed, hazardous materials (HazMat), art conservation, and environmental science Portable Spectroscopy and Spectrometry: Volume Two is an indispensable resource for developers of portable instruments in universities, research institutes, instrument companies, civilian and government purchasers, trainers, operators of portable instruments, and educators and students in portable spectroscopy courses.