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Mid-infrared spectroscopy for the rapid quantification of eucalyptus oil adulteration in Australian tea tree oil (Melaleuca alternifolia)

journal contribution
posted on 2024-07-23, 04:23 authored by Joel JohnsonJoel Johnson, Parbat Raj ThaniParbat Raj Thani, Janice ManiJanice Mani, D Cozzolino, Mani NaikerMani Naiker
Essential oil distilled from Melaleuca alternifolia leaves, commonly known as tea tree oil, is well known for its biological activity, principally its antimicrobial properties. However, many samples are adulterated with other, cheaper essential oils such as eucalyptus oil. Current methods of detecting such adulteration are costly and time-consuming, making them unsuitable for rapid authentication screening. This study investigated the use of mid-infrared (MIR) spectroscopy for detecting and quantifying the level of eucalyptus oil adulteration in spiked samples of pure Australian tea tree oil. To confirm the authenticity of the tea tree oil samples, GC–MS analysis was used to profile 37 of the main volatile constituents present, demonstrating that the samples conformed to ISO specifications. Three chemometric regression techniques (PLSR, PCR and SVR) were trialled on the MIR spectra, along with a variety of pre-processing techniques. The best-performing full-wavelength PLSR model showed excellent prediction of eucalyptus oil content, with an R2CV of 0.999 and RMSECV of 1.08 % v/v. The RMSECV could be further improved to 0.82 % v/v through a moving window wavenumber optimisation process. The results suggest that MIR spectroscopy combined with PLSR can be used to predict eucalyptus oil adulteration in Australian tea tree oil samples with a high level of accuracy.

History

Volume

283

Start Page

1

End Page

12

Number of Pages

12

eISSN

1873-3557

ISSN

1386-1425

Publisher

Elsevier BV

Language

en

Peer Reviewed

  • Yes

Open Access

  • No

Acceptance Date

2022-08-11

Author Research Institute

  • Institute for Future Farming Systems

Era Eligible

  • Yes

Medium

Print-Electronic

Journal

Spectrochimica Acta - Part A: Molecular and Biomolecular Spectroscopy

Article Number

121766

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