Literature DB >> 32645677

Evaluating drying feature differences between ginger slices and splits during microwave-vacuum drying by hyperspectral imaging technique.

Xiaohui Lin1, Jun-Li Xu1, Da-Wen Sun2.   

Abstract

This study aimed to investigate the difference between ginger slices (vertically cut) and splits (horizontally cut) during microwave-vacuum drying (MVD) procedures. MVD ginger slices showed a higher shrinkage rate and a higher hardness value, with a more porous structure of the surface layer. MVD ginger splits had higher rehydration rates at the first 15 min of the rehydration. Nine optimal wavelengths were selected by regression coefficients (RC) from the partial least squares regression (PLSR) model based on the raw data. A simplified PLSR model based on optimal wavelengths showed a good performance with a coefficient of determination in prediction (Rp2) of 0.973 and a root mean square error in prediction (RMSEP) of 4.63%. Texture features of grey level co-occurrence matrix (GLCM) of moisture prediction maps demonstrated a more uniform moisture distribution in MVD ginger slices than that in splits in the original geometry.
Copyright © 2020 Elsevier Ltd. All rights reserved.

Entities:  

Keywords:  Moisture distribution; Partial least squares regression; Rehydration; SEM; Shrinkage

Year:  2020        PMID: 32645677     DOI: 10.1016/j.foodchem.2020.127407

Source DB:  PubMed          Journal:  Food Chem        ISSN: 0308-8146            Impact factor:   7.514


  2 in total

1.  A Rapid Non-Destructive Hyperspectral Imaging Data Model for the Prediction of Pungent Constituents in Dried Ginger.

Authors:  Nahidul Hoque Samrat; Joel B Johnson; Simon White; Mani Naiker; Philip Brown
Journal:  Foods       Date:  2022-02-23

2.  Application and interpretation of deep learning methods for the geographical origin identification of Radix Glycyrrhizae using hyperspectral imaging.

Authors:  Tianying Yan; Long Duan; Xiaopan Chen; Pan Gao; Wei Xu
Journal:  RSC Adv       Date:  2020-11-18       Impact factor: 4.036

  2 in total

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