[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 …

Prediction of a wide range of compounds concentration in raw coffee beans using NIRS, PLS and variable selection

JS Ribeiro, TJG Salva, MB Silvarolla - Food Control, 2021 - Elsevier
Near infrared spectroscopy coupled to chemometrics has been proposed as a low cost,
rapid and eco-friendly methodology in both off-line and on-line analyses of coffee beans and …

Near-Infrared spectroscopy combined with machine learning methods for distinguishment of the storage years of rice

F Huang, Y Peng, L Li, S Ye, S Hong - Infrared Physics & Technology, 2023 - Elsevier
Rice is one of the most important food crops that provide essential nutrients, micronutrients
and daily energy for humans. The freshness of rice determines the quality and nutrition …

Simultaneous Determination of Four Catechins in Black Tea via NIR Spectroscopy and Feature Wavelength Selection: A Novel Approach

Y Liu, K Pan, Z Liu, Y Dai, X Duan, M Wang, Q Shen - Sensors, 2024 - mdpi.com
As a non-destructive, fast, and cost-effective technique, near-infrared (NIR) spectroscopy
has been widely used to determine the content of bioactive components in tea. However …

Effect of variable selection and rapid determination of total tea polyphenols contents in Fuzhuan tea by near-infrared spectroscopy

JX Liu, JY Xin, TT Gao, FL Li, X Tian - CyTA-Journal of Food, 2022 - Taylor & Francis
This study attempted to measure the total polyphenols contents in Fuzhuan tea by near-
infrared (NIR) spectroscopy coupled with an appropriate multivariate calibration method …

Rapid on-site differentiation of turbot from different culture modes using miniaturized near infrared spectroscopy coupled with interpretable machine learning

Y Sun, L Li, Z Meng, H Sun, R Cao, R Liu, S Wang… - Microchemical …, 2024 - Elsevier
Culture modes have a significant impact on the quality of farmed fish, such as turbots. It is
urgently needed to monitor and manage turbot quality during the entire aquaculture process …

[HTML][HTML] Multidimensional Quality Characteristics of Sichuan South-Road Dark Tea and Its Chemical Prediction

Y Zou, X Li, D Han - Agronomy, 2024 - mdpi.com
The distinctive quality of Sichuan south-road dark tea (SSDT) is gradually disappearing with
processing innovation. Here, near-infrared (NIR) spectroscopy (NIRS) and …

A Rapid Prediction Method of Moisture Content for Green Tea Fixation Based on WOA-Elman

T Lan, S Shen, H Yuan, Y Jiang, H Tong, Y Ye - Foods, 2022 - mdpi.com
Fixation is the most critical step in the green tea process. Hence, this study developed a
rapid and accurate moisture content detection for the green tea fixation process based on …

[HTML][HTML] Accurate Prediction of Tea Catechin Content with Near-Infrared Spectroscopy by Deep Learning Based on Channel and Spatial Attention Mechanisms

M Zhang, T Zhang, Y Wang, X Duan, L Pu, Y Zhang… - Chemosensors, 2024 - mdpi.com
The assessment of catechin content stands as a pivotal determinant of tea quality. In tea
production and quality grading, the development of accurate and non-destructive techniques …

On-site Food Authenticity Testing: Advances in Miniaturization of Spectrometers and Machine Learning

NS Chatterjee, RG Lekshmi, D Uchoi, K Banerjee… - 2022 - books.rsc.org
Food fraud is a serious issue for the global food supply chain, with farreaching social,
economic and public health consequences. The European Committee for Standardization …