期刊
FOOD SCIENCE & NUTRITION
卷 8, 期 2, 页码 1058-1066出版社
WILEY
DOI: 10.1002/fsn3.1390
关键词
firmness; impact; kiwifruit; maturity; nondestructive measurement
资金
- National Natural Sciences Foundation of China [31801625]
- Applied Basic Research Program of Science and Technology Department of Sichuan Province [2019YJ0444]
- Foundation of Sichuan Educational Committee [18ZB0606]
- Longshan Academic Talent Research Supporting Program of SWUST [17LZX546]
Maturity is a key attribute to evaluate the quality and acceptability of fruit products. In this study, the impact method was used for nondestructive measurement of kiwifruit maturity. The fruit was vertically dropped onto an impact plate, and an accelerometer was used to measure the response signal. Then, fruit firmness, soluble solid content (SSC), titratable acidity (TA), and sensory scores were measured to determine the kiwifruit maturity. In addition, different modeling methods were proposed for data analysis. The results showed that the optimized prediction results were obtained by the principal component analysis-back-propagation neural network (PCA-BPNN) method for both quantitative and qualitative analysis. The optimized correlation coefficient between prediction and actual values (r(p)) and root mean square error of prediction (RESEP) for firmness, SSC, TA, and sensory score were 0.881 (2.359N), 0.641 (1.511 Brix), 0.568 (0.023%), and 0.935 (0.693), respectively. The optimized discriminant accuracy for immature, mature, and overmature kiwifruits was 94.2% and 92.1% for calibration and validation, respectively. Such results indicated the feasibility of the proposed impact method for kiwifruit maturity evaluation.
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