Nondestructive quantification of the soluble-solids content and the available acidity of apples by Fourier-transform near-infrared spectroscopy
Creators
Description
This research evaluated the feasibility of using Fourier-transform near-infrared (FT-NIR) spectroscopy to quantify the soluble-solids content (SSC) and the available acidity (VA) in intact apples. Partial least-squares calibration models, obtained from several preprocessing techniques (smoothing, derivative, etc.) in several wave-number ranges were compared. The best models were obtained with the high coefficient determination (r2) 0.940 for the SSC and a moderate r2 of 0.801 for the VA, root-mean-square errors of prediction of 0.272% and 0.053%, and root-mean-square errors of calibration of 0.261% and 0.046%, respectively. The results indicate that the FT-NIR spectroscopy yields good predictions of the SSC and also showed the feasibility of using it to predict the VA of apples
Additional details
Identifiers
- DOI
- 10.1364/AO.44.005224;
Publishing Information
- Journal Title
- Applied Optics
- Journal Volume
- 44
- Journal Issue
- 25
- Journal Page Range
- p. 5224-5229
- ISSN
- 0003-6935
- CODEN
- APOPAI
INIS
- Country of Publication
- United States
- Country of Input or Organization
- International Atomic Energy Agency (IAEA)
- INIS RN
- 37017751
- Subject category
- S71: CLASSICAL AND QUANTUM MECHANICS, GENERAL PHYSICS; S46: INSTRUMENTATION RELATED TO NUCLEAR SCIENCE AND TECHNOLOGY;
- Descriptors DEI
- ABSORPTION SPECTROSCOPY; APPLES; CALIBRATION; ERRORS; FOURIER TRANSFORMATION; INFRARED SPECTRA; LEAST SQUARE FIT; OPTICAL FIBERS; PH VALUE
- Descriptors DEC
- FIBERS; FOOD; FRUITS; INTEGRAL TRANSFORMATIONS; MATHEMATICAL SOLUTIONS; MAXIMUM-LIKELIHOOD FIT; NUMERICAL SOLUTION; SPECTRA; SPECTROSCOPY; TRANSFORMATIONS
Optional Information
- Notes
- (c) 2005 Optical Society of America