Unverified paper record
Feasibility assessment on the use of near infrared hyperspectral imaging for the screening of vitamin C content and total soluble solids in strawberries.
Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy · 6 Jun 2025 · 10.1016/j.saa.2025.126542
Abstract
At market, strawberries are usually picked based on their external attributes, basically surface color. However, internal parameters are also important for the final quality of the fruit and, therefore, can strongly influence acceptance by consumers. The development of analytical methods that allow the evaluation of the strawberry internal quality in a rapid, cost-effective and environmentally friendly way will improve competitiveness in the fruit industry and profitability at markets. In this study, a feasibility assessment on the use of near infrared hyperspectral imaging for the control of the internal quality of strawberries from Huelva (an important strawberry exporting region) has been carried out. For it, modified partial least square regressions have been performed for the screening of vitamin C and total soluble solids. The standard errors of prediction in external validation (4.71 mg/100 g and 1.28 °Brix respectively) demonstrate the potential of the analyzed technique for the proposed objective.
Plant phenotyping relevance
イチゴ果実の内部品質(ビタミンCと可溶性固形分)を近赤外ハイパースペクトル画像から推定する手法を開発・外部検証しており、表現型取得・推定法が研究の中心である。
abstracta feasibility assessment on the use of near infrared hyperspectral imaging for the control of the internal quality of strawberries
abstractmodified partial least square regressions have been performed for the screening of vitamin C and total soluble solids
abstractThe standard errors of prediction in external validation
Code and data availability
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