pH prediction of sunshine mango using NIR spectrometer
Access is limited to UniMAP community.
Saved in:
| Main Author: | |
|---|---|
| Other Authors: | |
| Format: | Learning Object |
| Language: | English |
| Published: |
Universiti Malaysia Perlis (UniMAP)
2021
|
| Subjects: | |
| Online Access: | http://dspace.unimap.edu.my:80/xmlui/handle/123456789/73658 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| Institution: | Universiti Malaysia Perlis |
| Language: | English |
| id |
my.unimap-73658 |
|---|---|
| record_format |
dspace |
| spelling |
my.unimap-736582022-01-24T07:08:04Z pH prediction of sunshine mango using NIR spectrometer Woo, Pei Syan Mohd Firdaus, Ibrahim School of Bioprocess Engineering pH Near-infrared (NIR) spectroscopy Quality -- Fruits Sunshine mango NIR spectrometer Access is limited to UniMAP community. In this research, near-infrared (NIR) spectroscopy is a type of non-destructive methods that can be used to evaluate various internal quality attributes of fruits. pH is one of the important internal quality indices for mango fruits. However, the methods used to measure pH are still destructive. The aim of this research was to develop calibration model in predicting pH of Sunshine mangoes using NIR spectrometer. The transmission spectra of Sunshine mangoes were acquired in the wavelength range from 300 to 1000 nm. The effects of different types of pre-processing methods and spectra treatments, such as baseline correction, multiplicative scatter correction (MSC), Savitzky-Golay (SG) smoothing, second order derivative (SG) and normalisation were analyzed. The prediction models were developed by partial least squares regression (PLS). The coefficient of determination (R2) of pH was 0.928 and the standard error of cross-validation (SECV) was 0.153 respectively. It is concluded that by using the NIR measurement system, in the suitable spectral range, it is possible to predict the pH of mango fruits by non-destructively. 2021 2022-01-24T07:08:04Z 2022-01-24T07:08:04Z 2017-06 Learning Object http://dspace.unimap.edu.my:80/xmlui/handle/123456789/73658 en Universiti Malaysia Perlis (UniMAP) |
| institution |
Universiti Malaysia Perlis |
| building |
UniMAP Library |
| collection |
Institutional Repository |
| continent |
Asia |
| country |
Malaysia |
| content_provider |
Universiti Malaysia Perlis |
| content_source |
UniMAP Library Digital Repository |
| url_provider |
http://dspace.unimap.edu.my/ |
| language |
English |
| topic |
pH Near-infrared (NIR) spectroscopy Quality -- Fruits Sunshine mango NIR spectrometer |
| spellingShingle |
pH Near-infrared (NIR) spectroscopy Quality -- Fruits Sunshine mango NIR spectrometer Woo, Pei Syan pH prediction of sunshine mango using NIR spectrometer |
| description |
Access is limited to UniMAP community. |
| author2 |
Mohd Firdaus, Ibrahim |
| author_facet |
Mohd Firdaus, Ibrahim Woo, Pei Syan |
| format |
Learning Object |
| author |
Woo, Pei Syan |
| author_sort |
Woo, Pei Syan |
| title |
pH prediction of sunshine mango using NIR spectrometer |
| title_short |
pH prediction of sunshine mango using NIR spectrometer |
| title_full |
pH prediction of sunshine mango using NIR spectrometer |
| title_fullStr |
pH prediction of sunshine mango using NIR spectrometer |
| title_full_unstemmed |
pH prediction of sunshine mango using NIR spectrometer |
| title_sort |
ph prediction of sunshine mango using nir spectrometer |
| publisher |
Universiti Malaysia Perlis (UniMAP) |
| publishDate |
2021 |
| url |
http://dspace.unimap.edu.my:80/xmlui/handle/123456789/73658 |
| _version_ |
1729704651120443392 |