Application of Multivariate Curve Resolution–Alternate Least Square Technique on Extracting Pure Spectral Components from Multiple Emitting Systems: a Case Study
Creators
- 1. Indian Institute of Technology Madras, Department of Chemistry (India)
Description
Multiple emitting components in a fluorophoric system often produce complicated emission spectra. Extracting the individual spectral information from the composite spectra is important in order to comprehend the photophysical processes occurring in the multifluorophoric systems. Although the combination of Principal Component Analysis and Multivariate Curve Resolution-Alternate Least Square (PCA/MCR-ALS) technique is a well-known approach for curve deconvolution, its applicability in the spectral deconvolution of vibronically and electronically mixed up emitting systems as well as systems merged up with multiple electronic bands without a priori knowledge of the individual emitting species, is not properly studied. The present work highlights the strength of PCA/MCR-ALS in retrieving pure spectral information from the set of complex spectra arising out of the regular variation of causative factors that result in the variation of spectral composition. The retrieval of the emission bands utilizing the PCA/MCR-ALS technique has been made without having a priori information of the emitting species present in the multifluorophoric systems and the resolved spectra correspond well with the fluorescence spectra of the individual chemical species. The common curve fitting methods such as Gaussian and Lorentzian techniques have been found to be unsuccessful in providing meaningful photophysical information through the retrieved spectra. A comparative study of the curve fitting techniques MCR-ALS, Gaussian and Lorentzian in a set of complicated emission spectra of (i) pyrene and its excimer, (ii) pyrene and its excimer in presence of benzo[a]pyrene, and (iii) fisetin in bile salt medium is presented herein in details.
Additional details
Identifiers
Publishing Information
- Journal Title
- Journal of Fluorescence (Online)
- Journal Volume
- 27
- Journal Issue
- 6
- Journal Page Range
- p. 2023-2036
- ISSN
- 1573-4994
INIS
- Country of Publication
- United States
- Country of Input or Organization
- International Atomic Energy Agency (IAEA)
- INIS RN
- 50039953
- Subject category
- S74: ATOMIC AND MOLECULAR PHYSICS;
- Descriptors DEI
- BILE; DIAGRAMS; EMISSION SPECTRA; FLUORESCENCE SPECTROSCOPY; FLUOROSCOPY; LEAST SQUARE FIT; MULTIVARIATE ANALYSIS; PYRENE
- Descriptors DEC
- AROMATICS; BIOLOGICAL MATERIALS; BIOMEDICAL RADIOGRAPHY; BODY FLUIDS; DIAGNOSTIC TECHNIQUES; EMISSION SPECTROSCOPY; HYDROCARBONS; INFORMATION; MATERIALS; MATHEMATICAL SOLUTIONS; MATHEMATICS; MAXIMUM-LIKELIHOOD FIT; MEDICINE; NUCLEAR MEDICINE; NUMERICAL SOLUTION; ORGANIC COMPOUNDS; POLYCYCLIC AROMATIC HYDROCARBONS; RADIOLOGY; SPECTRA; SPECTROSCOPY; STATISTICS
Optional Information
- Copyright
- Copyright (c) 2017 Springer Science+Business Media, LLC
- Notes
- http://www.springer-ny.com