ArticleMolecules (Basel, Switzerland)2022
Classification of Honey Powder Composition by FTIR Spectroscopy Coupled with Chemometric Analysis.
Article in Molecules (Basel, Switzerland), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed.
- Data-Driven FTIR Spectroscopy for the Discrimination of Nectars.Molecules (Basel, Switzerland) · 2025Article
- Machine learning-based prediction of preterm birth risk using methylation changes in neonatal cord blood CpG sites.BMC pregnancy and childbirth · 2025Article
- Rapid Authentication of Intact Stingless Bee Honey (SBH) by Portable LED-Based Fluorescence Spectroscopy and Chemometrics.Foods (Basel, Switzerland) · 2024Article
- Powdered plant beverages obtained by spray-drying without carrier addition-physicochemical and chemometric studies.Scientific reports · 2024Article
- The Visibility of Changes in the Antioxidant Compound Profiles of Strawberry and Raspberry Fruits Subjected to Different Storage Conditions Using ATR-FTIR and Chemometrics.Antioxidants (Basel, Switzerland) · 2023Article
- Evaluation of the Quality of Selected White and Red Wines Produced from Moravia Region of Czech Republic Using Physicochemical Analysis, FTIR Infrared Spectroscopy and Chemometric Techniques.Molecules (Basel, Switzerland) · 2023Article
- Circular Economy and Sustainable Recovery of Taiwanese Tilapia (Foods (Basel, Switzerland) · 2023Article
- EncapsulatingMolecules (Basel, Switzerland) · 2022Article
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Authors and funding
7 authors.
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Abstract
Fourier transform infrared spectroscopy (FTIR) in connection with chemometric analysis were used as a fast and direct approach to classify spray dried honey powder compositions in terms of honey content, the type of diluent (water or skim milk), and carrier (maltodextrin or skim milk powder) used for the preparation of feed solutions before spray drying. Eleven variants of honey powders containing different amounts of honey, the type of carrier, and the diluent were investigated and compared to pure honey and carrier materials. Chemometric discrimination of samples was achieved by principal component analysis (PCA), hierarchical clustering analysis (HCA), linear discriminant analysis (LDA), and partial least squares-discriminant analysis (PLS-DA) modelling procedures performed on the FTIR preprocessed spectral data for the fingerprint region (1800-750 cm
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