Chemometrics in Environmental Chemistry

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Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (636 download)

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Book Synopsis Chemometrics in Environmental Chemistry by : Jürgen Einax

Download or read book Chemometrics in Environmental Chemistry written by Jürgen Einax and published by . This book was released on 1995 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Chemometrics in Environmental Chemistry - Statistical Methods

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Publisher : Springer
ISBN 13 : 3540491481
Total Pages : 343 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Chemometrics in Environmental Chemistry - Statistical Methods by : Jürgen Einax

Download or read book Chemometrics in Environmental Chemistry - Statistical Methods written by Jürgen Einax and published by Springer. This book was released on 2013-04-17 with total page 343 pages. Available in PDF, EPUB and Kindle. Book excerpt: Pattern recognition and other chemometrical techniques are important tools in interpreting environmental data. This volume presents authoritatively state-of-the-art procedures for measuring and handling environmental data. The chapters are written by leading experts.

Environmental Chemometrics

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Publisher : CRC Press
ISBN 13 : 1420067974
Total Pages : 310 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Environmental Chemometrics by : Grady Hanrahan

Download or read book Environmental Chemometrics written by Grady Hanrahan and published by CRC Press. This book was released on 2008-11-21 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multivariate, heterogeneous data has been traditionally analyzed using the "one at a time" variable approach, often missing the main objective of discovering the relationships among multiple variables and samples. Enter chemometrics, with its powerful tools for design, analysis, and data interpretation of complex environmental systems. Delineating the rigors of modern environmental analysis and how to effectively solve limitations through multivariate approaches, Environmental Chemometrics: Principles and Modern Applications provides an introduction and practical guide to chemometric methods used in environmental chemical analysis. The text begins with an overview of chemometrics in relation to quantitative environmental analysis and a review of descriptive statistical concepts. Building on this, the author covers environmental sampling considerations, experimental design and optimization techniques, multivariate analysis of environmental and chemical data sets, time series analysis, and quality assurance and method validation. Each chapter contains problem-oriented exercises and research applications from the author’s own work and from other experts in the field. The author’s presentation of the basic principles of these methods together with real applications in the field of environmental chemistry makes the comprehension of complex environmental problems and chemically-related concepts more accessible. He covers all major areas of environmental analysis backed by studies from experts in the field. The book is a valuable tool for understanding the rapidly developing world of chemometric methods in environmental analysis.

Environmental Applications of Chemometrics

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Publisher :
ISBN 13 :
Total Pages : 286 pages
Book Rating : 4.:/5 (223 download)

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Book Synopsis Environmental Applications of Chemometrics by : Joseph J. Breen

Download or read book Environmental Applications of Chemometrics written by Joseph J. Breen and published by . This book was released on 1985 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Chemometrics in Environmental Chemistry - Applications

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Publisher : Springer
ISBN 13 : 3540491503
Total Pages : 356 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Chemometrics in Environmental Chemistry - Applications by : Jürgen Einax

Download or read book Chemometrics in Environmental Chemistry - Applications written by Jürgen Einax and published by Springer. This book was released on 2013-06-29 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: Pattern recognition and other chemometrical techniques are important tools in interpreting environmental data. This volume presents authoritatively state-of-the-art applications of measuring and handling environmental data. The chapters are written by leading experts.

Chemometrics in Environmental Chemistry - Statistical Methods

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Publisher : Springer
ISBN 13 : 9783662148846
Total Pages : 334 pages
Book Rating : 4.1/5 (488 download)

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Book Synopsis Chemometrics in Environmental Chemistry - Statistical Methods by : Jürgen Einax

Download or read book Chemometrics in Environmental Chemistry - Statistical Methods written by Jürgen Einax and published by Springer. This book was released on 2014-03-12 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: Pattern recognition and other chemometrical techniques are important tools in interpreting environmental data. This volume presents authoritatively state-of-the-art procedures for measuring and handling environmental data. The chapters are written by leading experts.

Current Applications of Chemometrics

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Publisher : Nova Science Publishers
ISBN 13 : 9781634631174
Total Pages : 0 pages
Book Rating : 4.6/5 (311 download)

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Book Synopsis Current Applications of Chemometrics by : Mohammadreza Khanmohammadi

Download or read book Current Applications of Chemometrics written by Mohammadreza Khanmohammadi and published by Nova Science Publishers. This book was released on 2014-12 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Known as a scientific domain in which the scientist would try to extract information from chemical systems by data-driven means, Chemometrics is a fast spreading field, being applied to solve both descriptive and predictive problems in experimental life sciences, especially in chemistry. It is defined as a highly interfacial discipline, which employs multivariate statistics, applied mathematics, and computer science via using methods frequently employed in core data-analytic, in order to address problems in chemistry, biochemistry, medicine, biology and chemical engineering. Initiated by analysts, now the discipline is widened by other chemistry discipline researches and even those from medical and biological areas. Chemometric techniques are particularly heavily used in analytical chemistry and metabolomics, and the theoretical development of chemometric methods of analysis also continues to advance the state of the art in analytical instrumentation and methodology improvements. It is an application driven discipline, and thus while the standard chemometric methodologies are very widely used industrially, academic groups are dedicated to the continued development of chemometric theory, method and application development.

Chemometrics in Practical Applications

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ISBN 13 : 9781681171982
Total Pages : 0 pages
Book Rating : 4.1/5 (719 download)

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Book Synopsis Chemometrics in Practical Applications by : Adrianna Coty

Download or read book Chemometrics in Practical Applications written by Adrianna Coty and published by . This book was released on 2016-04 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Chemometrics, the branch of science, is the use of mathematical and statistical methods to improve the understanding of chemical information and to correlate quality parameters or physical properties to analytical instrument data. It can be applied in predictive issues solving like predicting the target properties, desired features. It also can be used for the descriptive issue solving like the model composition, identification and understanding. Chemometrics shows its application in the multivariate data collection and analysis. Various algorithms and analogous ways are available for processing and evaluating the data. They can be implemented to various fields, like medicine, pharmacy, food control, and environmental monitoring. Chemometric techniques are particularly heavily used in analytical chemistry and metabolomics, and the development of improved chemometric methods of analysis also continues to advance the state of the art in analytical instrumentation and methodology. It is an application-driven discipline, and thus the standard chemometric methodologies are very widely used industrially, academic groups are dedicated to the continued development of chemometric theory, method and application development. Many chemical problems and applications of chemometrics involve calibration. The objective is to develop models which can be used to predict properties of interest based on measured properties of the chemical system, such as pressure, flow, temperature, infrared, Raman, NMR spectra and mass spectra. This book, Chemometrics in practical applications, presents several practical applications of chemometric methods in chemistry, biochemistry and chemical technology.

Chemometrics in Environmental Analysis

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Publisher : John Wiley & Sons
ISBN 13 : 9783527287727
Total Pages : 404 pages
Book Rating : 4.2/5 (877 download)

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Book Synopsis Chemometrics in Environmental Analysis by : Jürgen W. Einax

Download or read book Chemometrics in Environmental Analysis written by Jürgen W. Einax and published by John Wiley & Sons. This book was released on 1997-05 with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt: J. W. Einax, H. W. Zwanziger S. Gei Chemometrics in Environmental Analysis Make the most of your data! This new title will serve both as an introduction and as a practical guide to those techniques of chemometrics which are applicable to environmental analysis. By describing the optimum methods of data analysis it will help all chemists in this field to save time and money. Because the authors demonstrate the most important chemometric methods with the aid of numerous examples, the reader will learn to solve a given problem by use of the appropriate method. Applications range from sampling, through laboratory analysis, to evaluation. Interpretation of the findings is explained clearly. The text covers not only basic methods such as univariate statistics, regression analysis, and statistical test planning, but also multivariate data analysis, for example, cluster analysis, principal components analysis, and factor and discriminant analysis. Case studies show the enormous possibilities, and the limits, of chemometric methods. The book will help all environmental analytical scientists, even those with only a basic knowledge of mathematics, to optimize the evaluation and interpretation of the results of their measurements.

Chemometrics

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Publisher : Nova Science Publishers
ISBN 13 : 9781536105186
Total Pages : 0 pages
Book Rating : 4.1/5 (51 download)

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Book Synopsis Chemometrics by : Aderval S. Luna

Download or read book Chemometrics written by Aderval S. Luna and published by Nova Science Publishers. This book was released on 2017 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers an accessible introduction to application-oriented multivariate methods of data analysis and procedures that are highly beneficial to solving a variety of problems by using analytical chemistry and statistics. It presents a diverse selection of topics that include experimental designs applied for the optimisation of liquid chromatographic and capillary electrophoresis, variable selection in chemical data, calibration of the first order: data, algorithms, and analytical applications, characterisation of polyphenols from natural products using separation techniques coupled with chemometrics, detection of malignant tumors using FT-IR spectroscopy combined with chemometrics, guidelines in synthesis of new anticancer compounds, direct analysis of solid samples by spectroscopy and chromatographic techniques, application of data fusion in different levels with examples, and analysis of pharmaceutical and food products by various analytical techniques. This book helps thereader embrace the growing role of chemometrics in some of the latest research trends, such as characterisation of polyphenolic compounds in natural, pharmaceutical, and food products in analytical problems, such as classification and quantification using the multivariate calibration of the second order. This book also identifies several areas for future development and applications. The chapters are written by leading experts. Chemometrics: Methods, Applications, and New Research offers a reliable source of useful information in a style that is accessible to all levels of students, professionals, and researchers involved in analysing scientific data.

Chemometrics Applications and Research

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Publisher : CRC Press
ISBN 13 : 1498722598
Total Pages : 458 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis Chemometrics Applications and Research by : Andrew G. Mercader

Download or read book Chemometrics Applications and Research written by Andrew G. Mercader and published by CRC Press. This book was released on 2016-03-30 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt: This important new book provides innovative material, including peer-reviewed chapters and survey articles on new applied research and development, in the scientifically important field of QSAR in medicinal chemistry. QSAR is a growing field because available computing power is continuously increasing, QSAR’s potential is enormous, limited only by the quantity and quality of the available experimental input, which are also continuously improving. The number of possible structures for the design of new organic compounds is difficult to imagine, and QSAR helps to predict their activities even before synthesis. The book provides a wealth of valuable information and: • Presents an overview of recent developments in QSAR methodologies along with a brief history of QSAR • Covers the available web resource tools and in silico techniques used in virtual screening and drug discovery processes, compiling an extensive review of web resources in the following categories: databases related to chemical compounds, drug targets, and ADME/toxicity prediction; molecular modeling and drug designing; virtual screening; pharmacophore generation; molecular descriptor calculation software; software for quantum mechanics; ligand binding affinities (docking); and software related to ADME/toxicity prediction • Reviews the rm2 as a more stringent measure for the assessment of model predictivity compared to traditional validation metrics, being specifically important since validation is a crucial step in any QSAR study • Presents linear model improvement techniques that take into account the conformation flexibility of the modeled molecules • Summarizes the building processes of four different pharmacophore models: common-feature, 3D-QSAR, protein-, and protein-ligand complexes • Shows the role of different conceptual density functional theory based chemical reactivity descriptors, such as hardness, electrophilicity, net electrophilicity, and philicity in the design of different QSAR/QSPR/QSTR models • Reviews the use of chemometrics in PPAR research highlighting its substantial contribution in identifying essential structural characteristics and understanding the mechanism of action • Presents the structures and QSARs of antimicrobial and immunosuppressive cyclopeptides, discussing the balance of antimicrobial and haemolytic activities for designing new antimicrobial cyclic peptides • Shows the relationship between DFT global descriptors and experimental toxicity of a selected group of polychlorinated biphenyls, exploring the efficacy of three DFT descriptors • Reviews the applications of Quantitative Structure-Relative Sweetness Relationships (QSRSR), showing that the last decade was marked by an increase in the number of studies regarding QSAR applications for both understanding the sweetness mechanism and synthesizing novel sweetener compounds for the food additive industry The wide coverage makes this book an excellent reference for those in chemistry, pharmacology, and medicine as well as for research centers, governmental organizations, pharmaceutical companies, and health and environmental control organizations.

Applications of Environmental Chemistry

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Publisher : CRC Press
ISBN 13 : 1420032968
Total Pages : 286 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Applications of Environmental Chemistry by : Eugene R. Weiner

Download or read book Applications of Environmental Chemistry written by Eugene R. Weiner and published by CRC Press. This book was released on 2010-12-12 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: Up until the 1950s, waste disposal meant discharging it to the nearest river, burning it up or shipping it out to sea. Now we are paying the price. Current disposal and cleanup regulations have a different focus: correcting the problems caused by earlier misguided attitudes and maintaining a non-degrading environment. State and Federal clean air an

Introduction to Multivariate Statistical Analysis in Chemometrics

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Publisher : CRC Press
ISBN 13 : 9781420059496
Total Pages : 336 pages
Book Rating : 4.0/5 (594 download)

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Book Synopsis Introduction to Multivariate Statistical Analysis in Chemometrics by : Kurt Varmuza

Download or read book Introduction to Multivariate Statistical Analysis in Chemometrics written by Kurt Varmuza and published by CRC Press. This book was released on 2016-04-19 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Using formal descriptions, graphical illustrations, practical examples, and R software tools, Introduction to Multivariate Statistical Analysis in Chemometrics presents simple yet thorough explanations of the most important multivariate statistical methods for analyzing chemical data. It includes discussions of various statistical methods, such as principal component analysis, regression analysis, classification methods, and clustering. Written by a chemometrician and a statistician, the book reflects the practical approach of chemometrics and the more formally oriented one of statistics. To enable a better understanding of the statistical methods, the authors apply them to real data examples from chemistry. They also examine results of the different methods, comparing traditional approaches with their robust counterparts. In addition, the authors use the freely available R package to implement methods, encouraging readers to go through the examples and adapt the procedures to their own problems. Focusing on the practicality of the methods and the validity of the results, this book offers concise mathematical descriptions of many multivariate methods and employs graphical schemes to visualize key concepts. It effectively imparts a basic understanding of how to apply statistical methods to multivariate scientific data.

Chemometrics

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Publisher : John Wiley & Sons
ISBN 13 : 3527843795
Total Pages : 437 pages
Book Rating : 4.5/5 (278 download)

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Book Synopsis Chemometrics by : Matthias Otto

Download or read book Chemometrics written by Matthias Otto and published by John Wiley & Sons. This book was released on 2023-11-28 with total page 437 pages. Available in PDF, EPUB and Kindle. Book excerpt: Chemometrics Explore chemometrics from basic statistics to the latest artificial intelligence and neural network developments in this new edition Chemometrics is an area of study combining chemistry and mathematics. It governs the interpretation of data generated by chemical analysis, and its growth as a subfield promises to streamline and revolutionize analytical chemistry. Chemometrics has long been the leading introductory textbook in this subject. Beginning with an introduction to the statistical-mathematical evaluation of chemical measurements, it leads readers through modern chemometric approaches in a pedagogically sound and highly readable style. Now fully updated to reflect the latest research and applications of this exciting discipline, it provides essential tools for a new generation of analytical chemists. Readers of the fourth edition of Chemometrics will also find: New or expanded treatment of subjects such as deep learning, ANNOVA simultaneous component analysis, instrumental data output, and more Detailed discussion of approaches to signal processing, design and optimization of experiments, pattern recognition and classification, and many other areas Balance of theoretical and practical knowledge to enable rapid application of key techniques Chemometrics is ideal for advanced students in chemistry, analytical chemistry, pharmaceutical chemistry, biochemistry, or related subjects, and as a useful reference for practicing researchers and laboratory professionals.

Contaminant Levels and Ecological Effects

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Publisher : Springer Nature
ISBN 13 : 3030661350
Total Pages : 414 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Contaminant Levels and Ecological Effects by : Biljana Balabanova

Download or read book Contaminant Levels and Ecological Effects written by Biljana Balabanova and published by Springer Nature. This book was released on 2021-03-10 with total page 414 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume uses chemometric mathematical modelling approaches to investigate geographic areas at risk of ecological degradation due to pollution. While most analytical approaches in environmental research involve sophisticated and sensitive instrumental techniques, this book employs chemometric techniques to create a corresponding data matrix to extract accurate and realistic environmental information in areas vulnerable to and affected by hazardous substances. The text offers case studies to establish a general framework of the opportunities, advantages, weaknesses and challenges of these mathematical approaches, and provides a chemometric model of each focus area to assess the long-distance distribution of pollutants. The case studies highlight the potential use of novel chemometric models for mitigating and preventing environmental pollution and ecological risks, while also providing reviews of the current status and developments in chemometric analysis of environmental pollution. The book will be of interest to students and researchers in environmental and agricultural chemistry, environmental pollution modelling and ecological degradation.

Multi-way Analysis

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Publisher : John Wiley & Sons
ISBN 13 : 0470012102
Total Pages : 396 pages
Book Rating : 4.4/5 (7 download)

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Book Synopsis Multi-way Analysis by : Age Smilde

Download or read book Multi-way Analysis written by Age Smilde and published by John Wiley & Sons. This book was released on 2005-06-10 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is an introduction to the field of multi-way analysis for chemists and chemometricians. Its emphasis is on the ideas behind the method and its pratical applications. Sufficient mathematical background is given to provide a solid understanding of the ideas behind the method. There are currently no other books on the market which deal with this method from the viewpoint of its applications in chemistry. Applicable in many areas of chemistry. No comparable volume currently available. The field is becoming increasingly important.

Chemometrics in Environmental Chemistry : Applications

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Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (919 download)

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Book Synopsis Chemometrics in Environmental Chemistry : Applications by : J. Einax

Download or read book Chemometrics in Environmental Chemistry : Applications written by J. Einax and published by . This book was released on 1995 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: