Soil spectroscopy with the use of chemometrics, machine learning and pre-processing techniques in soil diagnosis: Recent advances–A review

I Barra, SM Haefele, R Sakrabani, F Kebede - TrAC Trends in Analytical …, 2021 - Elsevier
Over the past two decades soil spectroscopy, particularly, in the infrared range, is becoming
a powerful technique to simplify analysis relative to the traditional chemical methods. It is …

Review on metabolomics for food authentication

E Cubero-Leon, R Peñalver, A Maquet - Food Research International, 2014 - Elsevier
European and global food policies require that food put on the market is authentic, which
means that the label declaration matches the composition and provenance of the food item …

Potential and limitations of non-targeted fingerprinting for authentication of food in official control

S Esslinger, J Riedl, C Fauhl-Hassek - Food Research International, 2014 - Elsevier
The investigation of the so-called food fingerprints provides high potential with regard to the
characterization and identity verification of food. Therefore, this kind of non-targeted analysis …

FT-Raman and NIR spectroscopy data fusion strategy for multivariate qualitative analysis of food fraud

C Márquez, MI López, I Ruisánchez, MP Callao - Talanta, 2016 - Elsevier
Two data fusion strategies (high-and mid-level) combined with a multivariate classification
approach (Soft Independent Modelling of Class Analogy, SIMCA) have been applied to take …

Chemometric applications to assess quality and critical parameters of virgin and extra-virgin olive oil. A review

AM Gómez-Caravaca, RM Maggio, L Cerretani - Analytica Chimica Acta, 2016 - Elsevier
Today virgin and extra-virgin olive oil (VOO and EVOO) are food with a large number of
analytical tests planned to ensure its quality and genuineness. Almost all official methods …

[HTML][HTML] Comprehensive review on application of FTIR spectroscopy coupled with chemometrics for authentication analysis of fats and oils in the food products

A Rohman, MAIB Ghazali, A Windarsih, S Riyanto… - Molecules, 2020 - mdpi.com
Currently, the authentication analysis of edible fats and oils is an emerging issue not only by
producers but also by food industries, regulators, and consumers. The adulteration of high …

[HTML][HTML] Variations in physicochemical characteristics of olive oil (cv 'Moroccan Picholine') according to extraction technology as revealed by multivariate analysis

EH Sakar, A Khtira, Z Aalam, A Zeroual, J Gagour… - AgriEngineering, 2022 - mdpi.com
Olive oil is an important component of Mediterranean diet widely, consumed thanks to its
numerous health-healing properties. Its quality is dependent upon a set of factors …

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 …

Fourier transform infrared (FTIR) spectroscopy approach combined with discriminant analysis and prediction model for crude palm oil authentication of different …

NL Rozali, KA Azizan, R Singh, SNS Jaafar, A Othman… - Food Control, 2023 - Elsevier
The traceability of palm oil to determine its geographical origins within the palm oil supply
chains is of importance to ensure quality and sustainable production. The current traceability …

[HTML][HTML] Experimento didático de quimiometria para análise exploratória de óleos vegetais comestíveis por espectroscopia no infravermelho médio e análise de …

AM Souza, RJ Poppi - Química Nova, 2012 - SciELO Brasil
This manuscript aims to show the basic concepts and practical application of Principal
Component Analysis (PCA) as a tutorial, using Matlab or Octave computing environment for …