UID:
almafu_9959327376102883
Format:
1 online resource (xiv, 316 pages) :
,
illustrations
ISBN:
0471454737
,
9780471454731
,
0471202428
,
9780471202424
,
0471454745
,
9780471454748
,
1280365757
,
9781280365751
Series Statement:
Chemical analysis ;
Content:
Wavelet Transformations and Their Applications in Chemistry pioneers a new approach to classifying existing chemometric techniques for data analysis in one and two dimensions, using a practical applications approach to illustrating chemical examples and problems. Written in a simple, balanced, applications-based style, the book is geared to both theorists and non-mathematicians. This text emphasizes practical applications in chemistry. It employs straightforward language and examples to show the power of wavelet transforms without overwhelming mathematics, reviews other methods, and compares wa.
Note:
Introduction. Modern Analytical Chemistry -- Chemometrics -- Chemometrics-Based Signal Processing Techniques --Resources Available on Chemometrics and Wavelet Transform -- One-dimensional Signal Processing Techniques in Chemistry -- Digital smoothing and filtering methods -- Transformation methods of analytical signals -- Numerical Differentiation -- Two-dimensional Signal Processing Techniques in Chemistry -- General features of two-dimensional data -- Some basic concepts for two-dimensional data from hyphenated instrumentation -- Double centering technique for background correction -- Congruence Analysis and least Squares Fitting -- Differentiation methods for two-dimensional data -- Resolution methods for two-dimensional data -- Fundamentals of Wavelet Transform -- Introduction to wavelet transform and wavelet package transform -- Wavelet Function Examples -- Fast Wavelet Algorithm and Packet Algorithm -- Biorthogonal Wavelet Transform -- Two-Dimensional Wavelet Transform -- Application of Wavelet Transform in Chemistry -- Data Compression -- Data Denoising and Smoothing -- Baseline/Background Removal -- Resolution Enhancement -- Combined Techniques -- An Overview of the Applications in Chemistry.
Additional Edition:
Print version: Chemometrics. Hoboken, N.J. : Wiley-Interscience, ©2004 ISBN 0471202428
Language:
English
Keywords:
Electronic books.
;
Electronic books.
;
Electronic books.
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/0471454745
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/0471454745
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/0471454745
