Transforming gotu kola (Centella asiatica L.) chemical properties inspection through advanced spectroscopy technology
This study aimed to explore the use of advanced spectroscopy technology, visible and near-infrared spectroscopy (Vis-NIRS) for the analysis of gotu kola (Centella asiatica L.) plant quality. Vis-NIRS was used to predict water content, total phenolic content (TPC), total flavonoid content (TFC), and...
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Elsevier
2024-12-01
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| Series: | Case Studies in Chemical and Environmental Engineering |
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| Online Access: | http://www.sciencedirect.com/science/article/pii/S2666016424003700 |
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| author | Kusumiyati Kusumiyati Ine Elisa Putri Yuda Hadiwijaya Agus Arip Munawar |
| author_facet | Kusumiyati Kusumiyati Ine Elisa Putri Yuda Hadiwijaya Agus Arip Munawar |
| author_sort | Kusumiyati Kusumiyati |
| collection | DOAJ |
| description | This study aimed to explore the use of advanced spectroscopy technology, visible and near-infrared spectroscopy (Vis-NIRS) for the analysis of gotu kola (Centella asiatica L.) plant quality. Vis-NIRS was used to predict water content, total phenolic content (TPC), total flavonoid content (TFC), and asiaticoside in gotu kola. This analysis was carried out to overcome the limitations of conventional methods that are time-consuming and require a long laboratory process. Data were analyzed using chemometric analysis, which comprised partial least squares regression (PLSR) and principal component regression (PCR). The results showed that Vis-NIRS could predict the four quality parameters with a high accuracy level. The accuracy values of water content parameters were: the coefficient of correlation in the calibration (Rcal) was 0.96, the coefficient of correlation for cross-validation (Rcv) was 0.94, and the ratio of prediction to deviation (RPD) was 3.10. For TPC, the values were Rcal (0.96), Rcv (0.95), and RPD (3.04). Furthermore, TFC showed Rcal (0.98), Rcv (0.97), and RPD (4.83). Asiaticoside obtained values of Rcal (0.92), root mean square error of the calibration (RMSEC) (78.23), Rcv (0.88), and RPD (2.14). This study offers insights into opportunities for commercial applications of Vis-NIRS in monitoring the gotu kola quality, which can ultimately increase production efficiency and ensure better product quality. |
| format | Article |
| id | doaj-art-d9fc5ce3612b4041aff500f0a2a962a8 |
| institution | DOAJ |
| issn | 2666-0164 |
| language | English |
| publishDate | 2024-12-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Case Studies in Chemical and Environmental Engineering |
| spelling | doaj-art-d9fc5ce3612b4041aff500f0a2a962a82025-08-20T02:51:10ZengElsevierCase Studies in Chemical and Environmental Engineering2666-01642024-12-011010097610.1016/j.cscee.2024.100976Transforming gotu kola (Centella asiatica L.) chemical properties inspection through advanced spectroscopy technologyKusumiyati Kusumiyati0Ine Elisa Putri1Yuda Hadiwijaya2Agus Arip Munawar3Master Program of Agronomy, Faculty of Agriculture, Universitas Padjadjaran, Sumedang, 45363, Indonesia; Laboratory of Horticulture, Faculty of Agriculture, Universitas Padjadjaran, Sumedang, 45363, Indonesia; Department of Agronomy, Faculty of Agriculture, Universitas Padjadjaran, Sumedang, 45363, Indonesia; Corresponding author. Master Program of Agronomy, Faculty of Agriculture, Universitas Padjadjaran, Sumedang, 45363, Indonesia.Laboratory of Horticulture, Faculty of Agriculture, Universitas Padjadjaran, Sumedang, 45363, IndonesiaLaboratory of Horticulture, Faculty of Agriculture, Universitas Padjadjaran, Sumedang, 45363, IndonesiaDepartment of Agricultural Engineering, Faculty of Agriculture, Syiah Kuala University, Banda Aceh, 23111, IndonesiaThis study aimed to explore the use of advanced spectroscopy technology, visible and near-infrared spectroscopy (Vis-NIRS) for the analysis of gotu kola (Centella asiatica L.) plant quality. Vis-NIRS was used to predict water content, total phenolic content (TPC), total flavonoid content (TFC), and asiaticoside in gotu kola. This analysis was carried out to overcome the limitations of conventional methods that are time-consuming and require a long laboratory process. Data were analyzed using chemometric analysis, which comprised partial least squares regression (PLSR) and principal component regression (PCR). The results showed that Vis-NIRS could predict the four quality parameters with a high accuracy level. The accuracy values of water content parameters were: the coefficient of correlation in the calibration (Rcal) was 0.96, the coefficient of correlation for cross-validation (Rcv) was 0.94, and the ratio of prediction to deviation (RPD) was 3.10. For TPC, the values were Rcal (0.96), Rcv (0.95), and RPD (3.04). Furthermore, TFC showed Rcal (0.98), Rcv (0.97), and RPD (4.83). Asiaticoside obtained values of Rcal (0.92), root mean square error of the calibration (RMSEC) (78.23), Rcv (0.88), and RPD (2.14). This study offers insights into opportunities for commercial applications of Vis-NIRS in monitoring the gotu kola quality, which can ultimately increase production efficiency and ensure better product quality.http://www.sciencedirect.com/science/article/pii/S2666016424003700AntioxidantsGotu kola (Centella asiatica L.)Laboratory analysisVisible and near infrared spectroscopy |
| spellingShingle | Kusumiyati Kusumiyati Ine Elisa Putri Yuda Hadiwijaya Agus Arip Munawar Transforming gotu kola (Centella asiatica L.) chemical properties inspection through advanced spectroscopy technology Case Studies in Chemical and Environmental Engineering Antioxidants Gotu kola (Centella asiatica L.) Laboratory analysis Visible and near infrared spectroscopy |
| title | Transforming gotu kola (Centella asiatica L.) chemical properties inspection through advanced spectroscopy technology |
| title_full | Transforming gotu kola (Centella asiatica L.) chemical properties inspection through advanced spectroscopy technology |
| title_fullStr | Transforming gotu kola (Centella asiatica L.) chemical properties inspection through advanced spectroscopy technology |
| title_full_unstemmed | Transforming gotu kola (Centella asiatica L.) chemical properties inspection through advanced spectroscopy technology |
| title_short | Transforming gotu kola (Centella asiatica L.) chemical properties inspection through advanced spectroscopy technology |
| title_sort | transforming gotu kola centella asiatica l chemical properties inspection through advanced spectroscopy technology |
| topic | Antioxidants Gotu kola (Centella asiatica L.) Laboratory analysis Visible and near infrared spectroscopy |
| url | http://www.sciencedirect.com/science/article/pii/S2666016424003700 |
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