CQUniversity
Browse
- No file added yet -

Through-container detection of tea tree oil adulteration using near-infrared spectroscopy (NIRS)

This item contains files with download restrictions
Version 2 2024-08-25, 22:38
Version 1 2024-08-19, 03:45
journal contribution
posted on 2024-08-25, 22:38 authored by Joel JohnsonJoel Johnson, Parbat Raj ThaniParbat Raj Thani, Mani NaikerMani Naiker
Adulteration of tea tree (Melaleuca alternifolia) oil with cheaper essential oils—such as eucalyptus oil—is a major threat to the Australian tea tree oil industry. Near-infrared spectroscopy may offer a rapid, cheap and non-destructive method of assessing adulteration levels in tea tree oil. In this study, near-infrared (NIR) spectra were collected through PCR tubes containing tea tree oil samples with varying concentrations of eucalyptus oil adulterant. Partial least squares regression was able to predict the level of adulteration in the tea tree oil samples with moderate accuracy (R2pred of 0.97 and RMSEP of 5.9% v/v). Furthermore, PLS-DA could discriminate between tea tree oil samples with a high level of adulteration (> 10% eucalyptus oil) and low or no adulteration (0–5% eucalyptus oil) with 93% accuracy for cross-validation and 100% accuracy in the dependent test set. This supports the use of through-container NIRS as a potential quality control method for detecting adulteration of pure tea tree oil samples. Graphical abstract: [Figure not available: see fulltext.].

History

Volume

77

Issue

4

Start Page

2009

End Page

2017

Number of Pages

9

eISSN

1336-9075

ISSN

0366-6352

Publisher

Springer Science and Business Media LLC

Additional Rights

Open Access (AAM)

Language

en

Peer Reviewed

  • Yes

Open Access

  • No

Acceptance Date

2022-11-27

Author Research Institute

  • Institute for Future Farming Systems

Era Eligible

  • Yes

Journal

Chemical Papers