Backscattering imaging as a monitoring system for moisture content and colour changes in pumpkin during drying process

In this study, the potential of backscattering imaging system for monitoring moisture content (MC) and colour changes in pumpkins during drying was investigated. Peeled pumpkin slices with 0.4cm thickness were oven dried at temperatures 60°C, 70°C and 80°C. The MC and colour changes were monitored...

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Main Authors: Chikwendu, Onwude Daniel Iroemeha, Hashim, Norhashila, Dana, A.
Format: Article
Language:English
Published: Akademi Sains Malaysia 2020
Online Access:http://psasir.upm.edu.my/id/eprint/88003/1/ABSTRACT.pdf
http://psasir.upm.edu.my/id/eprint/88003/
https://www.akademisains.gov.my/asmsj/article/backscattering-imaging-as-a-monitoring-system-for-moisture-content/
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spelling my.upm.eprints.880032022-05-24T04:31:59Z http://psasir.upm.edu.my/id/eprint/88003/ Backscattering imaging as a monitoring system for moisture content and colour changes in pumpkin during drying process Chikwendu, Onwude Daniel Iroemeha Hashim, Norhashila Dana, A. In this study, the potential of backscattering imaging system for monitoring moisture content (MC) and colour changes in pumpkins during drying was investigated. Peeled pumpkin slices with 0.4cm thickness were oven dried at temperatures 60°C, 70°C and 80°C. The MC and colour changes were monitored using backscattering imaging at different time interval. ANOVA results revealed that all backscattering imaging parameters were significantly affected by both drying temperature and time at p<0.05. The prediction model based on backscattering imaging parameters resulted in high R2 and low RMSEP values for moisture content, lightness (L*), redness (a*) and yellowness (b*) predictions at 60 ˚C, with R2 > 0.7 and RMSEP < 1.8. The backscattering imaging parameters also resulted in good prediction of MC, L* and b* for pumpkin during drying with R2 > 0.8 and RMSEP < 2.2 at 70 ˚C, and R2 > 0.6 and RMSEP < 3.1 at 80 ˚C, respectively. The findings of this study show that backscattering imaging system has a great potential for monitoring quality changes of pumpkin during drying. Akademi Sains Malaysia 2020 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/88003/1/ABSTRACT.pdf Chikwendu, Onwude Daniel Iroemeha and Hashim, Norhashila and Dana, A. (2020) Backscattering imaging as a monitoring system for moisture content and colour changes in pumpkin during drying process. ASM Science Journal, 13 (4). 27 - 35. ISSN 1823-6782 https://www.akademisains.gov.my/asmsj/article/backscattering-imaging-as-a-monitoring-system-for-moisture-content/
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
description In this study, the potential of backscattering imaging system for monitoring moisture content (MC) and colour changes in pumpkins during drying was investigated. Peeled pumpkin slices with 0.4cm thickness were oven dried at temperatures 60°C, 70°C and 80°C. The MC and colour changes were monitored using backscattering imaging at different time interval. ANOVA results revealed that all backscattering imaging parameters were significantly affected by both drying temperature and time at p<0.05. The prediction model based on backscattering imaging parameters resulted in high R2 and low RMSEP values for moisture content, lightness (L*), redness (a*) and yellowness (b*) predictions at 60 ˚C, with R2 > 0.7 and RMSEP < 1.8. The backscattering imaging parameters also resulted in good prediction of MC, L* and b* for pumpkin during drying with R2 > 0.8 and RMSEP < 2.2 at 70 ˚C, and R2 > 0.6 and RMSEP < 3.1 at 80 ˚C, respectively. The findings of this study show that backscattering imaging system has a great potential for monitoring quality changes of pumpkin during drying.
format Article
author Chikwendu, Onwude Daniel Iroemeha
Hashim, Norhashila
Dana, A.
spellingShingle Chikwendu, Onwude Daniel Iroemeha
Hashim, Norhashila
Dana, A.
Backscattering imaging as a monitoring system for moisture content and colour changes in pumpkin during drying process
author_facet Chikwendu, Onwude Daniel Iroemeha
Hashim, Norhashila
Dana, A.
author_sort Chikwendu, Onwude Daniel Iroemeha
title Backscattering imaging as a monitoring system for moisture content and colour changes in pumpkin during drying process
title_short Backscattering imaging as a monitoring system for moisture content and colour changes in pumpkin during drying process
title_full Backscattering imaging as a monitoring system for moisture content and colour changes in pumpkin during drying process
title_fullStr Backscattering imaging as a monitoring system for moisture content and colour changes in pumpkin during drying process
title_full_unstemmed Backscattering imaging as a monitoring system for moisture content and colour changes in pumpkin during drying process
title_sort backscattering imaging as a monitoring system for moisture content and colour changes in pumpkin during drying process
publisher Akademi Sains Malaysia
publishDate 2020
url http://psasir.upm.edu.my/id/eprint/88003/1/ABSTRACT.pdf
http://psasir.upm.edu.my/id/eprint/88003/
https://www.akademisains.gov.my/asmsj/article/backscattering-imaging-as-a-monitoring-system-for-moisture-content/
_version_ 1734301605776326656
score 13.160551