Environmental Applications Of Chemometrics
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Environmental Applications of Chemometrics
Author | : Joseph J. Breen |
Publisher | : |
Total Pages | : 296 |
Release | : 1985 |
Genre | : |
ISBN | : 9780608039206 |
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.
Environmental Chemometrics
Author | : Grady Hanrahan |
Publisher | : CRC Press |
Total Pages | : 316 |
Release | : 2008-11-21 |
Genre | : Mathematics |
ISBN | : 1420067974 |
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 Chemistry - Applications
Author | : Jürgen Einax |
Publisher | : Springer |
Total Pages | : 356 |
Release | : 2013-06-29 |
Genre | : Science |
ISBN | : 3540491503 |
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 Analysis
Author | : Jürgen W. Einax |
Publisher | : John Wiley & Sons |
Total Pages | : 404 |
Release | : 1997-05 |
Genre | : Science |
ISBN | : 9783527287727 |
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 and Cheminformatics in Aquatic Toxicology
Author | : Kunal Roy |
Publisher | : John Wiley & Sons |
Total Pages | : 596 |
Release | : 2022-01-06 |
Genre | : Science |
ISBN | : 1119681596 |
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.
Current Applications of Chemometrics
Author | : Mohammadreza Khanmohammadi |
Publisher | : Nova Science Publishers |
Total Pages | : 0 |
Release | : 2014-12 |
Genre | : Chemometrics |
ISBN | : 9781634631174 |
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.