A review of machine learning for near-infrared spectroscopy

W Zhang, LC Kasun, QJ Wang, Y Zheng, Z Lin - Sensors, 2022 - mdpi.com
The analysis of infrared spectroscopy of substances is a non-invasive measurement
technique that can be used in analytics. Although the main objective of this study is to …

Review of NIR spectroscopy methods for nondestructive quality analysis of oilseeds and edible oils

X Li, L Zhang, Y Zhang, D Wang, X Wang, L Yu… - Trends in Food Science …, 2020 - Elsevier
Background Edible oils play a vital role in our daily life, which provide human beings with
energy, essential fatty acids and nutrients. The quality of edible oils can be dependent on …

NIR instruments and prediction methods for rapid access to grain protein content in multiple cereals

K Chadalavada, K Anbazhagan, A Ndour… - Sensors, 2022 - mdpi.com
Achieving global goals for sustainable nutrition, health, and wellbeing will depend on
delivering enhanced diets to humankind. This will require instantaneous access to …

Non-destructive evaluation of the quality characteristics of pomegranate kernel oil by fourier transform near-infrared and mid-infrared spectroscopy

EE Okere, E Arendse, H Nieuwoudt… - Frontiers in Plant …, 2022 - frontiersin.org
The pomegranate kernel oil has gained global awareness due to the health benefits
associated with its consumption; these benefits have been attributed to its unique fatty acid …

[HTML][HTML] Nondestructive Determination of Tocopherol and Tocotrienol in Vitamin E Powder Using Near-and Mid-Infrared Spectroscopy

S Rungchang, S Kittiwachana, S Funsueb… - Foods, 2024 - mdpi.com
Vitamin E is an essential nutrient, but its poor water solubility limits food and pharmaceutical
applications. The usability of vitamin E can be enhanced via modification methods such as …

Near-infrared spectroscopy to predict provitamin A carotenoids content in maize

A Rosales, J Crossa, J Cuevas, L Cabrera-Soto… - Agronomy, 2022 - mdpi.com
Vitamin A deficiency (VAD) is a public health issue worldwide. Provitamin A (PVA)
biofortified maize serves as an alternative to help combat VAD. Breeding efforts to develop …

Using near-infrared reflectance spectroscopy (NIRS) and chemometrics for non-destructive estimation of the amount and composition of seed tocopherols in Brassica …

HK Mundi, S Sharma, H Kaur, J Devi, C Atri… - Journal of Food Science …, 2025 - Springer
Tocopherol content and composition (α-, γ-) in Brassica juncea seeds are normally
determined using wet chemistry methods, which are time-consuming, labor-intensive, and …

Screening Turkish maize landraces for kernel oil content and oil quality traits

F Kahriman, F Aktaş, U Songur, M Şerment… - Plant Genetic …, 2020 - cambridge.org
In this study, maize landraces, previously collected from different regions of Turkey through a
national maize breeding project, were screened for kernel oil content and oil quality. After a …

Analysis of secondary biochemical components in maize flour samples by NIR (near infrared reflectance) spectroscopy

F Kahrıman, İ Onaç, F Öner, F Mert… - Journal of Food …, 2020 - Springer
This study was carried out to determine whether it is possible to detect secondary
biochemical components in maize flour samples by near infrared reflectance (NIR) …

Assessment of In Vitro Antioxidant and Anti-Inflammatory Activities of Pumpkin (Cucurbita pepo) Natural Plant

SN Fathima, SM Firdous, S Pal… - Natural Product …, 2024 - journals.sagepub.com
Objectives The objective of this research was to investigate the potential anti-inflammatory
properties of the Cucurbita pepo fruit. Given the adverse effects associated with long-term …