Portable NIR spectroscopy: The route to green analytical chemistry

G Gullifa, L Barone, E Papa, A Giuffrida… - Frontiers in …, 2023 - frontiersin.org
There is a growing interest for cost-effective and nondestructive analytical techniques in both
research and application fields. The growing approach by near-infrared spectroscopy (NIRs) …

[HTML][HTML] Assessment of cheese frauds, and relevant detection methods: A systematic review

A Abedini, M Salimi, Y Mazaheri, P Sadighara… - Food Chemistry: X, 2023 - Elsevier
Dairy products are widely consumed in the world due to their nutritional and functional
characteristics. This group of food products are consumed by all age groups due to their …

Spice Authentication by Near-Infrared Spectroscopy: Current Advances, Limitations, and Future Perspectives

E Shawky, L Nahar, SM Nassief, SD Sarker… - Trends in Food Science …, 2024 - Elsevier
Background The global spice industry, recognized for its aromatic profiles and culinary
significance, is susceptible to issues of adulteration, mislabeling, and contamination. These …

Utilisation of deep learning with multimodal data fusion for determination of pineapple quality using thermal imaging

M Mohd Ali, N Hashim, S Abd Aziz, O Lasekan - Agronomy, 2023 - mdpi.com
Fruit quality is an important aspect in determining the consumer preference in the supply
chain. Thermal imaging was used to determine different pineapple varieties according to the …

[HTML][HTML] High-throughput analysis of leaf chlorophyll content in aquaponically grown lettuce using hyperspectral reflectance and RGB images

MF Taha, H Mao, Y Wang, AI ElManawy, G Elmasry… - Plants, 2024 - mdpi.com
Chlorophyll content reflects plants' photosynthetic capacity, growth stage, and nitrogen
status and is, therefore, of significant importance in precision agriculture. This study aims to …

Using machine learning for nutrient content detection of aquaponics-grown plants based on spectral data

MF Taha, AI ElManawy, KS Alshallash, G ElMasry… - Sustainability, 2022 - mdpi.com
Nutrients derived from fish feed are insufficient for optimal plant growth in aquaponics;
therefore, they need to be supplemented. Thus, estimating the amount of supplementation …

A novel method based on multi-molecular infrared (MM-IR) AlexNet for rapid detection of trace harmful substances in flour

XW Lin, FL Li, S Wang, J Xie, QN Pan, P Wang… - Food and Bioprocess …, 2023 - Springer
Due to the severe hazard of traces of harmful substances in flour and its massive production,
pretreatment-free, rapid, and accurate determination of trace harmful substances was a …

Application of Portable NIR Spectroscopy for Instant Prediction of the Product Quality of Apple Slices During Hot Air–Assisted Radio Frequency Drying

W Jin, M Zhang, AS Mujumdar, D Yu - Food and Bioprocess Technology, 2024 - Springer
Hot air–assisted radio frequency drying (HARFD) is a recently developed food dehydration
method to enhance thermal efficiency while retaining the quality of the fresh produce. This …

Broadband Diffractive Neural Networks Enabling Classification of Visible Wavelengths

YZ Cheong, L Thekkekara, M Bhaskaran… - Advanced Photonics …, 2024 - Wiley Online Library
Diffractive neural networks (DNNs) are emerging as a new machine learning hardware
based on optical diffraction with parallel and high‐throughput information processing. The …

Neural network enhanced aging time measurements of diary product remaining with infrared spectroscopy

T Beck, B Gatternig, A Delgado - Heliyon, 2023 - cell.com
The determination of the drying degree of food residues on surfaces is an important step
before efficient cleaning can be achieved. To accomplish this goal, a rapid evaluation based …