Spectral imaging approach to evaluate degree of tea fermentation by total catechins

Suming Chen, Sheng Jie Luo, Yu Liang Chen, Yung Kun Chuang, Chao Yin Tsai, I. Chang Yang, Chun Chi Chen, Yao Jen Tsai, Cheng Hung Cheng, Hsien Tsung Tsai

研究成果: 書貢獻/報告類型會議貢獻

摘要

Tea is one of the most widely consumed beverage in the world, only second to water. Different from black tea (fully fermented) and green tea (unfermented), partially fermented teas such as Oolong, Bouchong are popular in Taiwan, Japan, China and Asian countries. The quality assurance during the process of partially fermented tea is highly related to the fermentation degree of tea, which is the ratio of total catechins oxidized during tea fermentation. Spectral imaging system was developed in this study to evaluate the degree of tea fermentation, which consisted of lighting chamber, image acquisition modules, cameras, and liquid crystal tunable filter (LCTF, 400-1100 nm). Software programs of the system control and image processing were also developed. The spectra analyses were conducted; calibration models for the evaluation of total catechins were established by MPLSR (modified partial least square regression) and MLR (multiple linear regression) methods. The results showed that r (correlation coefficient), SEC (standard error of calibration), SEV (standard error of validation) were 0.99,4.56 mg/g, 5.67 mg/g for MPLSR model, and 0.99, 5.04 mg/g, 6.50 mg/g for MLR model respectively. Although MPLSR model has better prediction ability than MLR, MLR model has a potential to be integrated with multi-spectral image system to develop an on-line inspection system for monitoring fermentation degree of tea.

原文英語
主出版物標題American Society of Agricultural and Biological Engineers Annual International Meeting 2010, ASABE 2010
發行者American Society of Agricultural and Biological Engineers
頁面4382-4389
頁數8
6
ISBN(列印)9781617388354
出版狀態已發佈 - 2010
對外發佈Yes

    指紋

ASJC Scopus subject areas

  • Agricultural and Biological Sciences (miscellaneous)

引用此

Chen, S., Luo, S. J., Chen, Y. L., Chuang, Y. K., Tsai, C. Y., Yang, I. C., Chen, C. C., Tsai, Y. J., Cheng, C. H., & Tsai, H. T. (2010). Spectral imaging approach to evaluate degree of tea fermentation by total catechins. 於 American Society of Agricultural and Biological Engineers Annual International Meeting 2010, ASABE 2010 (卷 6, 頁 4382-4389). American Society of Agricultural and Biological Engineers.