期刊
IV INTERNATIONAL CONFERENCE POSTHARVEST UNLIMITED 2011
卷 945, 期 -, 页码 181-188出版社
INT SOC HORTICULTURAL SCIENCE
关键词
Malusxdomestica; optical properties; hyperspectral imaging; spatially-resolved; firmness; soluble solids content
Optical absorption and scattering properties are useful for quantifying light interaction with plant tissue, as well as for quality assessment of horticultural products. The aim of this research was to measure the absorption (mu(a)) and reduced scattering (mu(s)') coefficient spectra (500-1,000 nm) of apple (Malusxdomestica) cultivars 'Golden Delicious' (GD) and 'Delicious' (RD) for assessing their internal quality. A newly developed hyperspectral imaging-based spatially-resolved instrument was used to acquire reflectance images for 1039 GD apples and 1040 RD apples immediately after harvest or after they had been kept in refrigerated air for various periods for up to 12 weeks. Absorption and reduced scattering coefficient spectra of the apples were determined from the spatially-resolved reflectance profiles using a diffusion model coupled with an inverse algorithm. The spectra of mu(a) and mu(s)', and their combinations (mu(a)&(s)', mu(a)x mu(s)', and mu(eff)=[3 mu(a)(mu(a)+mu(s)')](1/2)) were used for predicting fruit firmness and soluble solids content (SSC) by partial least squares regression method. The combinations of mu(a) and mu(s)' improved prediction results, compared with individual mu(a) and mu(s)' spectra. The best correlations (r) for firmness prediction for GD and RD apples were 0.892 and 0.863 with the standard errors of prediction (SEP) of 7.89 N and 8.94 N, and were 0.778 and 0.825 for SSC with the SEP of 0.82 and 0.85 degrees Brix, respectively, when all samples were pooled. This research showed that optical absorption and scattering properties are useful for assessing internal quality of apples.
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