Non-contact interactance NIR spectroscopy for estimating TSS and sensory sweetness in conveyor-belt transported cherry tomatoes (Lycopersicon esculentum ’Piccolo’)

Sweetness in tomatoes is a crucial quality feature, especially for high-cost varieties. Without efficient measurements, producers cannot guarantee sweetness, which may lead to low repurchase rates and increased food waste. In this article we report how total soluble solids (TSS), a measure for total sugar content, can be measured in cherry tomatoes using non-contact near-infrared (NIR) interactance spectroscopy. A prototype system working in the wavelength range 760-1080 nm was tested and compared with a commercial handheld NIR reflection instrument operating in the range of 909-1676 nm. The instruments were calibrated using data collected from 200 tomatoes and tested on 5 independent sets harvested over the next 14 months, a total of 611 single tomatoes and 22 tomato trusses. TSS for single tomatoes was in the range 5.3-14 %. NIR interaction obtained typical standard errors of prediction in the range 0.38-0.52 %, significantly lower (p < 0.05) compared to NIR reflection (0.70-0.98 %). Approximately the same accuracy was obtained by interaction measurements on tomatoes moving on a conveyor belt, both in lab (0.47-0.53 %) and in industry (0.39 %). Whole tomato trusses were measured in movement, and TSS could successfully be measured in each tomato on the truss. Three of the test sets were subjected to sensory analysis performed by a trained panel of 10 assessors, revealing high correlations (0.88-0.99) between sensory sweetness and NIR estimated TSS. The results demonstrate that a carefully designed NIR interaction instrument can be used for rapid and non-contact monitoring and sorting of cherry tomatoes according to sweetness.

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Publication Details

Journal
Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy
Published
2025-02-28
DOI
https://doi.org/10.1016/j.saa.2025.125962
Citations
9
Primary Topic
Spectroscopy and Chemometric Analyses
Type
article
Field-Weighted Citation Impact
6.77
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article

Non-contact interactance NIR spectroscopy for estimating TSS and sensory sweetness in conveyor-belt transported cherry tomatoes (Lycopersicon esculentum ’Piccolo’)

Jens Petter Wold, Josefine Skaret, Mats Carlehög, Karen Wahlstrøm Sanden et al.
9 citations
Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy
Spectroscopy and Chemometric Analyses
6.77
article

Non-contact interactance NIR spectroscopy for estimating TSS and sensory sweetness in conveyor-belt transported cherry tomatoes (Lycopersicon esculentum ’Piccolo’)

Jens Petter Wold, Josefine Skaret, Mats Carlehög, Karen Wahlstrøm Sanden, Anders Hansen, Martine Tjåland
article en
9 citations

Abstract

Sweetness in tomatoes is a crucial quality feature, especially for high-cost varieties. Without efficient measurements, producers cannot guarantee sweetness, which may lead to low repurchase rates and increased food waste. In this article we report how total soluble solids (TSS), a measure for total sugar content, can be measured in cherry tomatoes using non-contact near-infrared (NIR) interactance spectroscopy. A prototype system working in the wavelength range 760-1080 nm was tested and compared with a commercial handheld NIR reflection instrument operating in the range of 909-1676 nm. The instruments were calibrated using data collected from 200 tomatoes and tested on 5 independent sets harvested over the next 14 months, a total of 611 single tomatoes and 22 tomato trusses. TSS for single tomatoes was in the range 5.3-14 %. NIR interaction obtained typical standard errors of prediction in the range 0.38-0.52 %, significantly lower (p < 0.05) compared to NIR reflection (0.70-0.98 %). Approximately the same accuracy was obtained by interaction measurements on tomatoes moving on a conveyor belt, both in lab (0.47-0.53 %) and in industry (0.39 %). Whole tomato trusses were measured in movement, and TSS could successfully be measured in each tomato on the truss. Three of the test sets were subjected to sensory analysis performed by a trained panel of 10 assessors, revealing high correlations (0.88-0.99) between sensory sweetness and NIR estimated TSS. The results demonstrate that a carefully designed NIR interaction instrument can be used for rapid and non-contact monitoring and sorting of cherry tomatoes according to sweetness.

Spectrochimica Acta Part A Molecular and Biomolecular SpectroscopyVol. 335
Gaertner (United States) (US), SINTEF (NO), Nofima (NO)
Zero hunger
Openalex Percentile: Top 3%
Spectroscopy and Chemometric Analyses
6.77
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