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ARL Spectral Fitting as an Application to Augment Spectral Data via Franck-Condon Lineshape Analysis and Color Analysis
Published on: August 19, 2021
A new approach for IR spectra matching using normalized local change.
Joshua D Ellis1, Razib Iqbal1, Keiichi Yoshimatsu2
1Department of Computer Science, Missouri State University, Springfield, MO, 65897, USA.
A new normalized local change (NLC) approach improves spectral similarity calculations for identifying organic compounds using Fourier-transform infrared (FTIR) spectra. This method enhances accuracy by focusing on local shapes and tolerating common spectral variations.
Area of Science:
- Analytical Chemistry
- Spectroscopy
- Organic Chemistry
Background:
- Spectral matching is crucial for compound identification and quality control in various scientific applications.
- Existing methods for Fourier-transform infrared (FTIR) spectra matching can be sensitive to peak variations and baseline issues.
Purpose of the Study:
- To introduce a novel method for calculating spectral similarity in FTIR analysis.
- To address limitations of current spectral matching techniques, particularly concerning peak weighting and spectral distortions.
Main Methods:
- The normalized local change (NLC) approach calculates spectral similarity based on incremental, local spectral shape analysis.
- This method is designed to reduce bias from uneven peak weighting and is tolerant to baseline offsets, sloping, and wavenumber axis deviations.
Main Results:
- The NLC approach effectively reduces bias associated with large or broad spectral peaks.
- Performance evaluations demonstrate that the NLC approach surpasses conventional methods in identifying identical compounds within FTIR datasets.
- The NLC method shows robustness and practical applicability due to its tolerance to common spectral matching challenges.
Conclusions:
- The normalized local change (NLC) approach offers a more accurate and robust method for FTIR spectral similarity calculations.
- This technique has significant potential for improving compound identification and quality control processes in analytical chemistry.
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