Data fusion methodologies for food and beverage authentication and quality assessment–A review

E Borràs, J Ferré, R Boqué, M Mestres, L Aceña… - Analytica Chimica …, 2015 - Elsevier
The ever increasing interest of consumers for safety, authenticity and quality of food
commodities has driven the attention towards the analytical techniques used for analyzing …

Fourier transform infrared and Raman and hyperspectral imaging techniques for quality determinations of powdery foods: A review

WH Su, DW Sun - … Reviews in Food Science and Food Safety, 2018 - Wiley Online Library
Fourier transform infrared (FT‐IR) and Raman and hyperspectral imaging (HSI) techniques
have emerged as reliable analytical methods for effectively characterizing and quantifying …

Convolutional neural network for simultaneous prediction of several soil properties using visible/near-infrared, mid-infrared, and their combined spectra

W Ng, B Minasny, M Montazerolghaem, J Padarian… - Geoderma, 2019 - Elsevier
No single instrument can characterize all soil properties because soil is a complex material.
With the advancement of technology, laboratories have become equipped with various …

[HTML][HTML] Spectral fusion modeling for soil organic carbon by a parallel input-convolutional neural network

Y Hong, S Chen, B Hu, N Wang, J Xue, Z Zhuo, Y Yang… - Geoderma, 2023 - Elsevier
Abstract Visible-to-near-infrared (vis–NIR) and mid-infrared (MIR) spectroscopy have been
widely utilized for the quantitative estimation of soil organic carbon (SOC). The fusion of vis …

Green synthesis of anisotropic gold nanoparticles for photothermal therapy of cancer

S Fazal, A Jayasree, S Sasidharan… - … applied materials & …, 2014 - ACS Publications
Nanoparticles of varying composition, size, shape, and architecture have been explored for
use as photothermal agents in the field of cancer nanomedicine. Among them, gold …

Fast and neat–Determination of biochemical quality parameters in cocoa using near infrared spectroscopy

A Krähmer, A Engel, D Kadow, N Ali, P Umaharan… - Food chemistry, 2015 - Elsevier
The qualitative heterogeneity and increasing consumption of cocoa products require fast
and efficient methods for quality assessment of fermented cocoa with regard to fermentation …

Traceability, authenticity and sustainability of cocoa and chocolate products: A challenge for the chocolate industry

M Perez, A Lopez-Yerena… - Critical Reviews in Food …, 2021 - Taylor & Francis
Cocoa beans, the seeds of the tree Theobroma cacao L., are the key raw material for
chocolate production that implies an extensive post-harvest process. Chocolate properties …

Quantification of soil organic carbon at regional scale: Benefits of fusing vis-NIR and MIR diffuse reflectance data are greater for in situ than for laboratory-based …

M Vohland, B Ludwig, M Seidel, C Hutengs - Geoderma, 2022 - Elsevier
Benefits of fusion approaches for visible to near (vis-NIR) and mid-infrared (MIR)
chemometric modelling have been studied to some extent for laboratory-based soil studies …

Handheld and benchtop vis/NIR spectrometer combined with PLS regression for fast prediction of cocoa shell in cocoa powder

MM Oliveira, AT Badaró, CA Esquerre… - … Acta Part A: Molecular …, 2023 - Elsevier
The fermented and dried cocoa beans are peeled, either before or after the roasting
process, as peeled nibs are used for chocolate production, and shell content in cocoa …

[HTML][HTML] Authentication of cocoa (Theobroma cacao) bean hybrids by NIR-hyperspectral imaging and chemometrics

JP Cruz-Tirado, JAF Pierna, H Rogez, DF Barbin… - Food Control, 2020 - Elsevier
The hybridization of cocoa generates new varieties with the aim of opening new flavors,
textures, and disease resistance. The objective of this study was to develop and validate …