Environmental Chemometrics

Principles and Modern Applications

Grady Hanrahan

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English

CRC Press
21 October 2019

Analytical chemistry; Life sciences: general issues; Geochemistry

"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."

By: Grady Hanrahan
Imprint: CRC Press
Country of Publication: United Kingdom
Dimensions: Height: 234mm, Width: 156mm,
Weight: 625g
ISBN: 9780367386344
ISBN 10: 0367386348
Pages: 310
Publication Date: 21 October 2019
Audience: Professional and scholarly , Undergraduate
Format: Paperback
Publisher's Status: Active

PREFACE. TABLE OF CONTENTS. GLOSSARY OF KEY TERMS AND SYMBOLS. CHAPTERS. Introduction. Basic Statistics and Quantitative Figures of Merit. Experimental Design and Optimization Techniques. Environmental Sampling & Monitoring Strategies – and Experimental Design Approach. Multivariate Analysis of Environmental Data. Time-Series of Environmental Data. Quality Assurance/Control and Method Validation. SUBJECT INDEX. SOLUTIONS TO CHAPTER PROBLEMS. APPENDICES: EXPANDED DATA SETS FOR RESEARCH APPLICATIONS PRESENTED IN THE VARIOUS CHAPTERS.

Hanrahan, Grady