Environmental Chemometrics
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Environmental Chemometrics
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Author : Grady Hanrahan
language : en
Publisher: CRC Press
Release Date : 2008-11-21
Environmental Chemometrics written by Grady Hanrahan and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-11-21 with Mathematics categories.
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
Chemometrics In Environmental Analysis
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Author : Jürgen W. Einax
language : en
Publisher: John Wiley & Sons
Release Date : 1997-05
Chemometrics In Environmental Analysis written by Jürgen W. Einax and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997-05 with Science categories.
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 In Environmental Chemistry Applications
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Author : Jürgen Einax
language : en
Publisher: Springer
Release Date : 2013-06-29
Chemometrics In Environmental Chemistry Applications written by Jürgen Einax and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-06-29 with Science categories.
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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Author : Jürgen Einax
language : en
Publisher: Springer
Release Date : 2014-03-12
Chemometrics In Environmental Chemistry Statistical Methods written by Jürgen Einax and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-03-12 with Science categories.
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 Applications Of Chemometrics
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Author : Joseph J. Breen
language : en
Publisher:
Release Date : 1985
Environmental Applications Of Chemometrics written by Joseph J. Breen and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1985 with Chemistry categories.
Analyzes the statistical requirements of complex exposure studies. Examines the problems caused by data generation that cannot be readily analyzed by using conventional univariate statistics. Offers numerous applications of chemometric techniques to real-world and complex environmental problems.
Contaminant Levels And Ecological Effects
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Author : Biljana Balabanova
language : en
Publisher: Springer Nature
Release Date : 2021-03-10
Contaminant Levels And Ecological Effects written by Biljana Balabanova and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-03-10 with Science categories.
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.
Environmental Applications Of Chemometrics
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Author : Joseph J. Breen
language : en
Publisher:
Release Date : 1985
Environmental Applications Of Chemometrics written by Joseph J. Breen and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1985 with categories.
Analyzes the statistical requirements of complex exposure studies. Examines the problems caused by data generation that cannot be readily analyzed by using conventional univariate statistics. Offers numerous applications of chemometric techniques to real-world and complex environmental problems.
Chemometrics And Cheminformatics In Aquatic Toxicology
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Author : Kunal Roy
language : en
Publisher: John Wiley & Sons
Release Date : 2022-01-06
Chemometrics And Cheminformatics In Aquatic Toxicology written by Kunal Roy and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-01-06 with Science categories.
CHEMOMETRICS AND CHEMINFORMATICS IN AQUATIC TOXICOLOGY Explore chemometric and cheminformatic techniques and tools in aquatic toxicology Chemometrics and Cheminformatics in Aquatic Toxicology delivers an exploration of the existing and emerging problems of contamination of the aquatic environment through various metal and organic pollutants, including industrial chemicals, pharmaceuticals, cosmetics, biocides, nanomaterials, pesticides, surfactants, dyes, and more. The book discusses different chemometric and cheminformatic tools for non-experts and their application to the analysis and modeling of toxicity data of chemicals to various aquatic organisms. You’ll learn about a variety of aquatic toxicity databases and chemometric software tools and webservers as well as practical examples of model development, including illustrations. You’ll also find case studies and literature reports to round out your understanding of the subject. Finally, you’ll learn about tools and protocols including machine learning, data mining, and QSAR and ligand-based chemical design methods. Readers will also benefit from the inclusion of: A thorough introduction to chemometric and cheminformatic tools and techniques, including machine learning and data mining An exploration of aquatic toxicity databases, chemometric software tools, and webservers Practical examples and case studies to highlight and illustrate the concepts contained within the book A concise treatment of chemometric and cheminformatic tools and their application to the analysis and modeling of toxicity data Perfect for researchers and students in chemistry and the environmental and pharmaceutical sciences, Chemometrics and Cheminformatics in Aquatic Toxicology will also earn a place in the libraries of professionals in the chemical industry and regulators whose work involves chemometrics.
Chemometrics In Environmental Analysis
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Author : Elsevier
language : en
Publisher:
Release Date : 2005-04
Chemometrics In Environmental Analysis written by Elsevier and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-04 with categories.
Contaminant Levels And Ecological Effects
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Author : Biljana Balabanova
language : en
Publisher:
Release Date : 2021
Contaminant Levels And Ecological Effects written by Biljana Balabanova and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021 with categories.
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.