Environmental Chemometrics: Principles and Modern Applications

ISBN-13: 9780367386344 / Angielski / Miękka / 2019 / 310 str.

Grady Hanrahan

Opis

A delineation of modern environmental analysis and methods of effectively solving limitations through multivariate approaches, this book begins with an overview of chemometrics in relation to quantitative environmental analysis and a review of descriptive statistical concepts. The author’s presentation of the basic principles of these methods together with real applications in the field of environmental chemistry simplifies comprehension of complex environmental problems and chemically-related concepts. The coverage of environmental analysis, backed by studies from experts in the field, elucidates the rapidly developing world of chemometric methods in environmental analysis.

Spis treści

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.  

O autorze

Hanrahan, Grady