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A rapid and simplified approach to correct atmospheric absorptions in infrared spectra

A rapid and simplified approach to correct atmospheric absorptions in infrared spectra
A rapid and simplified approach to correct atmospheric absorptions in infrared spectra
Infrared (IR) spectroscopy is a powerful analytical technique used to identify and quantify different components within a sample. However, spectral interference from fluctuating concentrations of water vapor and CO2 in the measurement chamber can significantly impede the extraction of quantitative information. These temporal fluctuations cause absorption variations that interfere with the sample’s spectrum, making accurate analysis challenging. While several techniques to overcome this problem exist in the literature, many are time-consuming or ineffective. We present a simple method utilizing just two sample spectra taken sequentially. The difference of these spectra, multiplied by a scaling factor, determined by minimization of the point-to-point spectral length, provides a correction spectrum. Subtracting this from the spectrum to be corrected results in a fully corrected spectrum. We demonstrate the effectiveness of this method via the improved ability to determine analyte concentration from corrected spectra over uncorrected spectra using a partial least square regression (PLSR) model. This technique therefore offers rapid, effective, and automated spectral correction, which is ideal for a nonexpert user in a clinical or industrial setting.
absorption, algorithm, infrared, reaction products, water vapor
0003-2700
18052-18060
Ahmed, Waseem
bd8069b9-786f-4dd1-b3f0-cf94d828a3b2
Osborne, Eleanor L.
02a010d9-0022-4886-9862-84317076adc2
Vincent Veluthandath, Aneesh
6a183413-e10f-4374-bc64-a33bf7fd9cfa
Senthil Murugan, Ganapathy
a867686e-0535-46cc-ad85-c2342086b25b
Ahmed, Waseem
bd8069b9-786f-4dd1-b3f0-cf94d828a3b2
Osborne, Eleanor L.
02a010d9-0022-4886-9862-84317076adc2
Vincent Veluthandath, Aneesh
6a183413-e10f-4374-bc64-a33bf7fd9cfa
Senthil Murugan, Ganapathy
a867686e-0535-46cc-ad85-c2342086b25b

Ahmed, Waseem, Osborne, Eleanor L., Vincent Veluthandath, Aneesh and Senthil Murugan, Ganapathy (2024) A rapid and simplified approach to correct atmospheric absorptions in infrared spectra. Analytical Chemistry, 96 (45), 18052-18060. (doi:10.1021/acs.analchem.4c03594).

Record type: Article

Abstract

Infrared (IR) spectroscopy is a powerful analytical technique used to identify and quantify different components within a sample. However, spectral interference from fluctuating concentrations of water vapor and CO2 in the measurement chamber can significantly impede the extraction of quantitative information. These temporal fluctuations cause absorption variations that interfere with the sample’s spectrum, making accurate analysis challenging. While several techniques to overcome this problem exist in the literature, many are time-consuming or ineffective. We present a simple method utilizing just two sample spectra taken sequentially. The difference of these spectra, multiplied by a scaling factor, determined by minimization of the point-to-point spectral length, provides a correction spectrum. Subtracting this from the spectrum to be corrected results in a fully corrected spectrum. We demonstrate the effectiveness of this method via the improved ability to determine analyte concentration from corrected spectra over uncorrected spectra using a partial least square regression (PLSR) model. This technique therefore offers rapid, effective, and automated spectral correction, which is ideal for a nonexpert user in a clinical or industrial setting.

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Accepted/In Press date: 21 October 2024
e-pub ahead of print date: 31 October 2024
Published date: 12 November 2024
Keywords: absorption, algorithm, infrared, reaction products, water vapor

Identifiers

Local EPrints ID: 496399
URI: http://eprints.soton.ac.uk/id/eprint/496399
ISSN: 0003-2700
PURE UUID: 3163d419-2a32-4f92-9bc0-99887f2540ac
ORCID for Waseem Ahmed: ORCID iD orcid.org/0000-0001-7172-264X
ORCID for Aneesh Vincent Veluthandath: ORCID iD orcid.org/0000-0003-4306-6723
ORCID for Ganapathy Senthil Murugan: ORCID iD orcid.org/0000-0002-2733-3273

Catalogue record

Date deposited: 13 Dec 2024 17:31
Last modified: 14 Dec 2024 03:11

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Contributors

Author: Waseem Ahmed ORCID iD
Author: Eleanor L. Osborne
Author: Aneesh Vincent Veluthandath ORCID iD
Author: Ganapathy Senthil Murugan ORCID iD

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