Data analysis and signal processing in chromatography:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Amsterdam
Elsevier
1998
|
| Schriftenreihe: | Data handling in science and technology
v. 21 |
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Beschreibung: | Includes bibliographical references and index This book gives an overview of the numerical data analysis and signal treatment techniques that are used in chromatography and related separation techniques. Emphasis is given to the description of the symmetrical and asymmetrical chromatographic peak shape models. Both theoretical and empirical models are discussed. The fundamentals of data acquisition, types and effect of baseline noise, and methods of improving the signal-to-noise ratio (either in time or in frequency and wavelet domain) are thoroughly discussed. Resolution enhancement techniques, such as curve fitting, deconvolution by Fourier and wavelet transforms, iterative deconvolution, Kalman filtering and multivariate methods of curve resolution are all discussed with several chromatographic examples. Quantitative analysis by peak area of peak height measurement, the precision and accuracy of the quantitation of stand-alone or overlapping and symmetrical or asymmetrical peaks are treated. In a separate chapter, guidelines are given for the use of transform techniques for the analysis of chromatograms. A statistical description of peak overlap is given in the final chapters. Since the concept of resolution has to be reconsidered when one separates complex mixtures, the problem of resolution and overlap is quantitatively discussed by means of statistical methods, and by using Fourier analysis of the complex chromatogram. Features of this book & bull; The ultimate source of numerical techniques to enhance chromatographic data & bull; Gives a detailed description of signal and resolution enhancement techniques in a manner applicable for enhancing not only chromatography, but also spectroscopic and other analytical signals & bull; The first book with a thorough overview of the statistics of peak overlap. This is the first volume to encompass both the simple and more sophisticated methods for the numerical treatment of chromatograms. It is, therefore, the fundamental resource of numerical analysis methods for every analyst |
| Beschreibung: | 1 Online-Ressource (xii, 414 pages) |
| ISBN: | 9780444820662 0444820663 9780080525563 0080525563 |
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| 490 | 0 | |a Data handling in science and technology |v v. 21 | |
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| 500 | |a This book gives an overview of the numerical data analysis and signal treatment techniques that are used in chromatography and related separation techniques. Emphasis is given to the description of the symmetrical and asymmetrical chromatographic peak shape models. Both theoretical and empirical models are discussed. The fundamentals of data acquisition, types and effect of baseline noise, and methods of improving the signal-to-noise ratio (either in time or in frequency and wavelet domain) are thoroughly discussed. Resolution enhancement techniques, such as curve fitting, deconvolution by Fourier and wavelet transforms, iterative deconvolution, Kalman filtering and multivariate methods of curve resolution are all discussed with several chromatographic examples. Quantitative analysis by peak area of peak height measurement, the precision and accuracy of the quantitation of stand-alone or overlapping and symmetrical or asymmetrical peaks are treated. | ||
| 500 | |a In a separate chapter, guidelines are given for the use of transform techniques for the analysis of chromatograms. A statistical description of peak overlap is given in the final chapters. Since the concept of resolution has to be reconsidered when one separates complex mixtures, the problem of resolution and overlap is quantitatively discussed by means of statistical methods, and by using Fourier analysis of the complex chromatogram. Features of this book & bull; The ultimate source of numerical techniques to enhance chromatographic data & bull; Gives a detailed description of signal and resolution enhancement techniques in a manner applicable for enhancing not only chromatography, but also spectroscopic and other analytical signals & bull; The first book with a thorough overview of the statistics of peak overlap. This is the first volume to encompass both the simple and more sophisticated methods for the numerical treatment of chromatograms. | ||
| 500 | |a It is, therefore, the fundamental resource of numerical analysis methods for every analyst | ||
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Datensatz im Suchindex
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| isbn | 9780444820662 0444820663 9780080525563 0080525563 |
| language | English |
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| spelling | Felinger, Attila Verfasser aut Data analysis and signal processing in chromatography Attila Felinger Amsterdam Elsevier 1998 1 Online-Ressource (xii, 414 pages) txt rdacontent c rdamedia cr rdacarrier Data handling in science and technology v. 21 Includes bibliographical references and index This book gives an overview of the numerical data analysis and signal treatment techniques that are used in chromatography and related separation techniques. Emphasis is given to the description of the symmetrical and asymmetrical chromatographic peak shape models. Both theoretical and empirical models are discussed. The fundamentals of data acquisition, types and effect of baseline noise, and methods of improving the signal-to-noise ratio (either in time or in frequency and wavelet domain) are thoroughly discussed. Resolution enhancement techniques, such as curve fitting, deconvolution by Fourier and wavelet transforms, iterative deconvolution, Kalman filtering and multivariate methods of curve resolution are all discussed with several chromatographic examples. Quantitative analysis by peak area of peak height measurement, the precision and accuracy of the quantitation of stand-alone or overlapping and symmetrical or asymmetrical peaks are treated. In a separate chapter, guidelines are given for the use of transform techniques for the analysis of chromatograms. A statistical description of peak overlap is given in the final chapters. Since the concept of resolution has to be reconsidered when one separates complex mixtures, the problem of resolution and overlap is quantitatively discussed by means of statistical methods, and by using Fourier analysis of the complex chromatogram. Features of this book & bull; The ultimate source of numerical techniques to enhance chromatographic data & bull; Gives a detailed description of signal and resolution enhancement techniques in a manner applicable for enhancing not only chromatography, but also spectroscopic and other analytical signals & bull; The first book with a thorough overview of the statistics of peak overlap. This is the first volume to encompass both the simple and more sophisticated methods for the numerical treatment of chromatograms. It is, therefore, the fundamental resource of numerical analysis methods for every analyst SCIENCE / Chemistry / Analytic bisacsh Chromatograms / Statistical methods fast Signal processing fast Chemie Chromatograms Statistical methods Signal processing Signalverarbeitung (DE-588)4054947-1 gnd rswk-swf Chromatographie (DE-588)4010153-8 gnd rswk-swf Signalverarbeitung (DE-588)4054947-1 s Chromatographie (DE-588)4010153-8 s 1\p DE-604 http://www.sciencedirect.com/science/book/9780444820662 Verlag Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Felinger, Attila Data analysis and signal processing in chromatography SCIENCE / Chemistry / Analytic bisacsh Chromatograms / Statistical methods fast Signal processing fast Chemie Chromatograms Statistical methods Signal processing Signalverarbeitung (DE-588)4054947-1 gnd Chromatographie (DE-588)4010153-8 gnd |
| subject_GND | (DE-588)4054947-1 (DE-588)4010153-8 |
| title | Data analysis and signal processing in chromatography |
| title_auth | Data analysis and signal processing in chromatography |
| title_exact_search | Data analysis and signal processing in chromatography |
| title_full | Data analysis and signal processing in chromatography Attila Felinger |
| title_fullStr | Data analysis and signal processing in chromatography Attila Felinger |
| title_full_unstemmed | Data analysis and signal processing in chromatography Attila Felinger |
| title_short | Data analysis and signal processing in chromatography |
| title_sort | data analysis and signal processing in chromatography |
| topic | SCIENCE / Chemistry / Analytic bisacsh Chromatograms / Statistical methods fast Signal processing fast Chemie Chromatograms Statistical methods Signal processing Signalverarbeitung (DE-588)4054947-1 gnd Chromatographie (DE-588)4010153-8 gnd |
| topic_facet | SCIENCE / Chemistry / Analytic Chromatograms / Statistical methods Signal processing Chemie Chromatograms Statistical methods Signalverarbeitung Chromatographie |
| url | http://www.sciencedirect.com/science/book/9780444820662 |
| work_keys_str_mv | AT felingerattila dataanalysisandsignalprocessinginchromatography |