Study on the Quality Characteristics and Origin Traceability of Cotton in the Aksu, Xinjiang
Exploring the differences of cotton quality among the four production areas in Aksu, Xinjiang and tracing the origin can improve cotton quality and cotton blending efficiency. In this study, nine quality indicators of 2000 cotton samples from four regions were analyzed by one-way analysis of varianc...
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| Format: | Article |
| Language: | English |
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Taylor & Francis Group
2024-12-01
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| Series: | Journal of Natural Fibers |
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| Online Access: | https://www.tandfonline.com/doi/10.1080/15440478.2024.2311298 |
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| _version_ | 1846132694082125824 |
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| author | Huixiang Liang Lijie Zhang |
| author_facet | Huixiang Liang Lijie Zhang |
| author_sort | Huixiang Liang |
| collection | DOAJ |
| description | Exploring the differences of cotton quality among the four production areas in Aksu, Xinjiang and tracing the origin can improve cotton quality and cotton blending efficiency. In this study, nine quality indicators of 2000 cotton samples from four regions were analyzed by one-way analysis of variance to determine the differences of cotton from different regions. Principal component analysis (PCA) and Fisher discriminant analysis (DA) were used to establish the origin traceability model. Results show that there were significant differences in the quality of cotton from different regions. PCA extracted the first five principal components, and the cumulative variance contribution rate reaches 82.11%, 17.89% information are lost in the PCA model. The origin traceability model established by discriminant analysis shows that the accuracy of sample verification reaches 85.4% and the accuracy of cross-validation reaches 85.1%. Therefore, the Fisher discriminant model based on cotton quality indicators can effectively discriminate cotton from different regions in Xinjiang, China. |
| format | Article |
| id | doaj-art-3864d7b5beab42b6b4a52fff7d1d2573 |
| institution | Kabale University |
| issn | 1544-0478 1544-046X |
| language | English |
| publishDate | 2024-12-01 |
| publisher | Taylor & Francis Group |
| record_format | Article |
| series | Journal of Natural Fibers |
| spelling | doaj-art-3864d7b5beab42b6b4a52fff7d1d25732024-12-09T14:41:33ZengTaylor & Francis GroupJournal of Natural Fibers1544-04781544-046X2024-12-0121110.1080/15440478.2024.2311298Study on the Quality Characteristics and Origin Traceability of Cotton in the Aksu, XinjiangHuixiang Liang0Lijie Zhang1School of Textiles and Clothing, Xinjiang University, Urumqi, ChinaSchool of Textiles and Clothing, Xinjiang University, Urumqi, ChinaExploring the differences of cotton quality among the four production areas in Aksu, Xinjiang and tracing the origin can improve cotton quality and cotton blending efficiency. In this study, nine quality indicators of 2000 cotton samples from four regions were analyzed by one-way analysis of variance to determine the differences of cotton from different regions. Principal component analysis (PCA) and Fisher discriminant analysis (DA) were used to establish the origin traceability model. Results show that there were significant differences in the quality of cotton from different regions. PCA extracted the first five principal components, and the cumulative variance contribution rate reaches 82.11%, 17.89% information are lost in the PCA model. The origin traceability model established by discriminant analysis shows that the accuracy of sample verification reaches 85.4% and the accuracy of cross-validation reaches 85.1%. Therefore, the Fisher discriminant model based on cotton quality indicators can effectively discriminate cotton from different regions in Xinjiang, China.https://www.tandfonline.com/doi/10.1080/15440478.2024.2311298Cotton in Xinjiangindicatorsquality differencesprincipal component analysisdiscriminant analysisorigin traceability |
| spellingShingle | Huixiang Liang Lijie Zhang Study on the Quality Characteristics and Origin Traceability of Cotton in the Aksu, Xinjiang Journal of Natural Fibers Cotton in Xinjiang indicators quality differences principal component analysis discriminant analysis origin traceability |
| title | Study on the Quality Characteristics and Origin Traceability of Cotton in the Aksu, Xinjiang |
| title_full | Study on the Quality Characteristics and Origin Traceability of Cotton in the Aksu, Xinjiang |
| title_fullStr | Study on the Quality Characteristics and Origin Traceability of Cotton in the Aksu, Xinjiang |
| title_full_unstemmed | Study on the Quality Characteristics and Origin Traceability of Cotton in the Aksu, Xinjiang |
| title_short | Study on the Quality Characteristics and Origin Traceability of Cotton in the Aksu, Xinjiang |
| title_sort | study on the quality characteristics and origin traceability of cotton in the aksu xinjiang |
| topic | Cotton in Xinjiang indicators quality differences principal component analysis discriminant analysis origin traceability |
| url | https://www.tandfonline.com/doi/10.1080/15440478.2024.2311298 |
| work_keys_str_mv | AT huixiangliang studyonthequalitycharacteristicsandorigintraceabilityofcottonintheaksuxinjiang AT lijiezhang studyonthequalitycharacteristicsandorigintraceabilityofcottonintheaksuxinjiang |