Advanced chemometrics toward robust spectral analysis for fruit quality evaluation

X Zhang, J Yang - Trends in Food Science & Technology, 2024 - Elsevier
Background The application of visible/near-infrared (Vis/NIR) spectroscopy for fruit quality
evaluation has garnered significant attention over the past few decades. Various …

Spectral data fusion in nondestructive detection of food products: Strategies, recent applications, and future perspectives

M Guo, K Wang, H Lin, L Wang… - … Reviews in Food …, 2024 - Wiley Online Library
In recent years, the food industry has shown a growing interest in the development of rapid
and nondestructive analytical methods. However, the utilization of a solitary nondestructive …

[HTML][HTML] The role of near-infrared spectroscopy in food quality assurance: A review of the past two decades

M Fodor, A Matkovits, EL Benes, Z Jókai - Foods, 2024 - pmc.ncbi.nlm.nih.gov
During food quality control, NIR technology enables the rapid and non-destructive
determination of the typical quality characteristics of food categories, their origin, and the …

Characteristic wavelength optimization for partial least squares regression using improved flower pollination algorithm

P Ong, J Jian, J Yin, G Ma - Spectrochimica Acta Part A: Molecular and …, 2023 - Elsevier
Wavelength selection is crucial to the success of near-infrared (NIR) spectroscopy analysis
as it considerably improves the generalization of the multivariate model and reduces model …

Visible/near-infrared Spectroscopy and Hyperspectral Imaging Facilitate the Rapid Determination of Soluble Solids Content in Fruits

Y Zhao, L Zhou, W Wang, X Zhang, Q Gu, Y Zhu… - Food Engineering …, 2024 - Springer
Soluble solids content (SSC) is an essential internal quality attribute of fruits that directly
affects consumers' degree of satisfaction. The traditional determination method, the …

Near‐infrared spectroscopy and deep neural networks for early common root rot detection in wheat from multi‐season trials

Y **ong, C McCarthy, J Humpal, C Percy - Agronomy Journal, 2024 - Wiley Online Library
In Australia, the soil‐borne disease common root rot (Bipolaris sorokiniana)(CRR) in wheat
(Triticum aestivum L.) leads to substantial yield losses, yet has limited visible aboveground …

Near-infrared spectroscopy combined with machine learning for rapid identification of Atractylodis rhizoma decoction pieces

Z Jiang, K **, L Zhong, Y Zheng, Q Shao… - Industrial Crops and …, 2023 - Elsevier
As a naturally occurring plant source of essential oil, Atractylodis rhizoma (AR) is of
significant economic and therapeutic importance. In modern medical use, it is preferable to …

Is this pear sweeter than this apple? A universal SSC model for fruits with similar physicochemical properties

Y Yu, M Yao - Biosystems Engineering, 2023 - Elsevier
Near-infrared spectroscopy (NIRS) is one of the most promising technique for nondestructive
and rapid detection of fruit's soluble solid content (SSC). However, when using NIRS to …

When process analysis technology meets transfer learning: A model transfer strategy between different spectrometers for quantitative analysis

Y Yu, M Yao, J Huang, X **ao - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
With the increase in the number of types of spectrometers in use, calibration models cannot
be shared among different instruments; however, this problem can be solved via calibration …

Improving 'Nanguo'pear fungal disease and storability by chitosan coating combined with diepoxy-poly (ethylene glycol)

X Yan, T Dong, X Yun, F Tanaka, F Tanaka… - Food Bioscience, 2023 - Elsevier
A protective coating can aid in reducing mechanical harm to food during harvesting,
handling, and transportation, resulting in fewer bruises, wounds, and other injuries, thereby …