| 光谱学与光谱分析 |
|
|
|
|
|
| Use of Visible and Near Infrared Reflectance Spectroscopy to Identify the Cashmere and Wool |
| LIU Xin-ru, ZHANG Li-ping*, WANG Jian-fu, WU Jian-ping, WANG Xin-rong |
| College of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730070, China |
|
|
|
|
Abstract The wool and cashmere samples (n=130) from different areas of Gansu province were identified by visible and near-infrared reflectance spectroscopy(Vis/NIRs). The result shows that principal component-mahalanobis distance pattern can identify the wool and cashmere, and the boundary between two categories was clear; The calibration set samples were used to establish calibration qualitative model using PCR combined with the best pretreatment of the spectra and math, including multivariate scattering correction (MSC), first derivative, eight for the best principal component factor, one for uncertainty factor, this calibration model of the predicted was the best, and the result of the external validation was correct completely. Results from this experiment indicate that Vis/NIRs can be utilized to identify the wool and cashmere.
|
|
Received: 2012-12-19
Accepted: 2013-03-18
|
|
|
|
Corresponding Authors:
ZHANG Li-ping
E-mail: zhangliping@gsau.edu.cn
|
|
[1] MAO Xiao-fang, LIN Su-jun, HU Jun-man, et al(毛晓芳，林素君，胡君曼，等). China Fiber Inspection(中国纤检), 2010, 9: 50.
[2] YAN Yan-lu, ZHAO Long-lian, HAN Dong-hai, et al(严衍禄，赵龙莲，韩东海，等). The Foundation and Application of the Near Infrared Spectroscopy Analysis(近红外光谱分析基础与应用). Beijing: China Light Industry Press(北京：中国轻工业出版社), 2005. 222.
[3] CAI Xian-feng, GUO Bo-li, WEI Yi-min, et al(蔡先锋，郭波莉，魏益民，等). Scientia Agricultura Sinica(中国农业科学), 2011, 44(20): 4272.
[4] CHAI Jin-chao, JIN Shang-zhong(柴金朝，金尚忠). Infrared(红外), 2009, 30(1): 31.
[5] Lü Dan, YU Chan, ZHAO Guo-liang(吕 丹，于 婵，赵国樑). Journal of Beijing Institute of Clothing Technology(北京服装学院学报), 2010, 30(2): 29.
[6] Guo Fei, Shang Shuyuan, Qi Ming. Artificial Intelligence and Computational Intelligence, 2011, 7004: 362.
[7] Cozzolino D, Montossi F, San R Julian. British Society of Animal Science, 2005, 80: 333.
[8] YAO Mu(姚 穆). Textile Material(纺织材料学). Beijing: China Textile Press(北京：中国纺织出版社). 2009. 83.
[9] PENG Wei-liang, JIANG Yao-xing, YUAN Chang-tai(彭伟良，蒋耀兴，袁长泰). Shanghai Textile Science & Technology(上海纺织科技), 2005, 33(11): 11.
[10] HOU Xiu-liang, WANG Shan-yuan(侯秀良，王善元). Wool Textile Journal(毛纺科技), 2004, 1: 38.
[11] LIU Qing-sheng, FAN Zhi-ying, ZHANG Ping, et al(刘庆生，范志影，张 萍，等). Modern Scientific Instruments(现代科学仪器), 2007, 1: 66.
|
| [1] |
YANG Qun1, 2, LING Qi-han1, WEI Yong1, NING Qiang1, 2, KONG Fa-ming1, ZHOU Yi-fan1, 2, ZHANG Hai-lin1, WANG Jie1, 2*. Non-Destructive Monitoring Model of Functional Nitrogen Content in
Citrus Leaves Based on Visible-Near Infrared Spectroscopy[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 43(11): 3396-3403. |
| [2] |
HUANG Meng-qiang1, KUANG Wen-jian2, 3*, LIU Xiang1, HE Liang4. Quantitative Analysis of Cotton/Polyester/Wool Blended Fiber Content by Near-Infrared Spectroscopy Based on 1D-CNN[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 43(11): 3565-3570. |
| [3] |
TANG Ruo-han1, 2, LI Xiu-hua1, 2*, LÜ Xue-gang1, 2, ZHANG Mu-qing2, 3, YAO Wei2, 3. Transmittance Vis-NIR Spectroscopy for Detecting Fibre Content of
Living Sugarcane[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 43(08): 2419-2425. |
| [4] |
LIN Jing-tao, XIN Chen-xing, LI Yan*. Spectral Characteristics of “Trapiche-Like Sapphire” From ChangLe, Shandong Province[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 43(04): 1199-1204. |
| [5] |
MAO Xiao-tian1, CHEN Chang2, YIN Zuo-wei1*, WANG Zi-min1. Spectra Characterization of Cr-Grossular (Tsavorite) With “Frogspawn” Color Zoning From Canada[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 43(02): 520-525. |
| [6] |
BAO Pei-jin1, CHEN Quan-li1, 2*, WU Yan-han1, LI Xuan1, ZHAO An-di1. Spectroscopy Characteristics of Emerald From Swat Valley, Pakistan[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 43(01): 213-219. |
| [7] |
LENG Si-yu1, 2, QIAO Jia-hui1, WANG Lian-qing3, WANG Jun1, 2*, ZOU Liang1. Rapid Qualitative Analysis of Wool Content Based on Improved
U-Net++ and Near-Infrared Spectroscopy[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 43(01): 303-309. |
| [8] |
HU Guo-tian1, 2, 3, SHANG Hui-wei1, 2, 3, TAN Rui-hong1, XU Xiang-hu1, PAN Wei-dong1. Research on Model Transfer Method of Organic Matter Content
Estimation of Different Soils Using VNIR Spectroscopy[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2022, 42(10): 3148-3154. |
| [9] |
ZHANG Fu1, 2, 3, WANG Xin-yue2, CUI Xia-hua2, CAO Wei-hua2, ZHANG Xiao-dong1*, ZHANG Ya-kun2. Classification of Qianxi Tomatoes by Visible/Near Infrared Spectroscopy Combined With GMO-SVM[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2022, 42(10): 3291-3297. |
| [10] |
LI Rui1, LI Bo1*, WANG Xue-wen1, LIU Tao1, LI Lian-jie1，2, FAN Shu-xiang2. A Classification Method of Coal and Gangue Based on XGBoost and
Visible-Near Infrared Spectroscopy[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2022, 42(09): 2947-2955. |
| [11] |
ZHONG Xiang-jun1, 2, YANG Li1, 2*, ZHANG Dong-xing1, 2, CUI Tao1, 2, HE Xian-tao1, 2, DU Zhao-hui1, 2. Effect of Different Particle Sizes on the Prediction of Soil Organic Matter Content by Visible-Near Infrared Spectroscopy[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2022, 42(08): 2542-2550. |
| [12] |
LI Xue-ying1, 2, LI Zong-min3*, CHEN Guang-yuan4, QIU Hui-min2, HOU Guang-li2, FAN Ping-ping2*. Prediction of Tidal Flat Sediment Moisture Content Based on Wavelet Transform[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2022, 42(04): 1156-1161. |
| [13] |
YU Guo-wei1, MA Ben-xue1,2*, CHEN Jin-cheng1,3, DANG Fu-min4,5, LI Xiao-zhan1, LI Cong1, WANG Gang1. Vis-NIR Spectra Discriminant of Pesticide Residues on the Hami Melon Surface by GADF and Multi-Scale CNN[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2021, 41(12): 3701-3707. |
| [14] |
LÜ Xue-gang1, 2，LI Xiu-hua1, 2*，ZHANG Shi-min2，ZHANG Mu-qing1, JIANG Hong-tao1. A Method for Detecting Sucrose in Living Sugarcane With Visible-NIR Transmittance Spectroscopy[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2021, 41(12): 3747-3752. |
| [15] |
HAO Yong1，DU Jiao-jun1, ZHANG Shu-min2, WANG Qi-ming1. Research on Construction of Visible-Near Infrared Spectroscopy Analysis Model for Soluble Solid Content in Different Colors of Jujube[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2021, 41(11): 3385-3391. |
|
|
|
|
