Origin Identification of Table Salt Using Flame Atomic Absorption and Portable Near-Infrared Spectrometries
The mineral composition of table salt can be indicative of its origin. This work evaluated the possibility of identifying the origin of salt from four countries: Brazil, Spain, France, and Portugal. Eight metals were quantified through flame atomic absorption/emission spectroscopy (FAAS). The possibility of using portable near-infrared spectroscopy (NIR) as a faster and lower-cost alternative for identifying salt provenance was also evaluated. The content of Ca, Mg, Fe, Mn, and Cu was identified as possible markers to differentiate the salt origin. One-class classifiers using FAAS data and DD-SIMCA could discriminate the salt origin with few misclassifications. For NIR spectroscopy, it was possible to highlight the importance of controlling the humidity and granulometry before the spectra acquisition. After drying and milling the samples, it was possible to discriminate between samples based on the interaction between the water of hydration and the presence of the cations in the sample. The Mg, Mn, and Cu are important in identifying the origin of salt using NIR spectra. The DD-SIMCA model using NIR spectra could classify the origin with the same performance as observed in FAAS. However, it is important to emphasize that NIR spectroscopy requires less sample preparation, is faster, and has low-cost instrumentation.
Authors
- Isabella Taglieri (ORCID: https://orcid.org/0000-0001-6000-9371)
- David A. Cabral (ORCID: https://orcid.org/0000-0003-1840-9210)
- Luís Lima (ORCID: https://orcid.org/0000-0001-8152-9237)
- Evandro Bona (ORCID: https://orcid.org/0000-0001-8557-7527)
- Letı́cia M. Estevinho (ORCID: https://orcid.org/0000-0002-9249-1948)
- Luís G. Dias (ORCID: https://orcid.org/0000-0002-1210-4259)
- Luana Dalagrana dos Santos (ORCID: https://orcid.org/0000-0003-4869-9263)
- Fábio Luiz Melquíades (ORCID: https://orcid.org/0000-0003-1154-0339)
Institutions
- University of Pisa (IT)
- Universidade Estadual de Londrina (BR)
- Universidade Tecnológica Federal do Paraná (BR)
- Universidade Politécnica de Bragança (PT)
Publication Details
- Journal
- Chemosensors
- Published
- 2025-06-24
- DOI
- https://doi.org/10.3390/chemosensors13070231
- Primary Topic
- Spectroscopy and Chemometric Analyses
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Conselho Nacional de Desenvolvimento Científico e Tecnológico
- Kansainvälisen Liikkuvuuden ja Yhteistyön Keskus
- Ministério da Ciência, Tecnologia e Ensino Superior
- Instituto Nacional de Ciência e Tecnologia: Física Nuclear e Aplicações
- Universidade Tecnológica Federal do Paraná
- Fundação para a Ciência e a Tecnologia