Non-Destructive Identification of Wool and Cashmere Fibers Based on Cascade Optimizations of Interval-Wavelength Selection Using NIR Spectroscopy

Near-infrared (NIR) spectroscopy is an effective method for identifying wool and cashmere fibers, with high spectral data providing a wealth of information. However, a key issue is that the accuracy and robustness of subsequent estimates can be reduced by redundant and interfering wavelengths. For t...

Full description

Bibliographic Details
Published in:	Journal of Natural Fibers
Main Authors:	Xin Chen, Qingle Lan, Yaolin Zhu, Jinni Chen
Format:	Article
Language:	English
Published:	Taylor & Francis Group 2024-12-01
Subjects:	NIR spectroscopy wool and cashmere classification spectral optimization BiPLS WOA
Online Access:	https://www.tandfonline.com/doi/10.1080/15440478.2024.2409877

Similar Items

Near-infrared spectroscopy identification method of cashmere and wool fibers based on an optimized wavelength selection algorithm
by: Yaolin Zhu, et al.
Published: (2024-07-01)

Non-Destructive Identification of Virgin Cashmere and Chemically Modified Wool Fibers Based on Fractional Order Derivative and Improved Wavelength Extraction Algorithm Using NIR Spectroscopy and Chemometrics
by: Yaolin Zhu, et al.
Published: (2024-12-01)

NIRS identification of cashmere and wool fibers based on spare representation and improved AdaBoost algorithm
by: Zhu Yaolin, et al.
Published: (2025-07-01)

Quantitative analysis of wool and cashmere fiber mixtures using NIR spectroscopy
by: Chen Jinni, et al.
Published: (2024-11-01)

Determining the Permeability and Handle Properties of Wool, Yak and Cashmere Hand-knitted Fabrics
by: Pelin Gürkan Ünal, et al.
Published: (2023-08-01)

Accurate identification of cashmere and wool fibers based on enhanced ShuffleNetV2 and transfer learning
by: Yaolin Zhu, et al.
Published: (2023-10-01)

Recognition of cashmere and wool fiber based on improved B-CNN model
by: Yaolin ZHU, et al.
Published: (2021-12-01)

Identification of Cashmere and Wool by DNA Barcode
by: Xiaying Zhang, et al.
Published: (2023-04-01)

Image identification of cashmere and wool fibers based on the improved Xception network
by: Yaolin Zhu, et al.
Published: (2022-11-01)

The Effects of Drying Temperature on Nitrogen Concentration Detection in Calcium Soil Studied by NIR Spectroscopy
by: Pengcheng Nie, et al.
Published: (2018-02-01)

Application of Unsupervised Feature Selection in Cashmere and Wool Fiber Recognition
by: Yaolin Zhu, et al.
Published: (2024-12-01)

Image recognition method of cashmere and wool based on SVM-RFE selection with three types of features
by: Zhu Yaolin, et al.
Published: (2025-05-01)

Partial Least Squares Regression Method to Predict Docosahexaenoic and Eicosapentaenoic Acids in Fish Oil Supplements
by: Thiago Inácio Barros Lopes, et al.
Published: (2024-06-01)

The Application of Deep and Transfer Learning for Identifying Cashmere and Wool Fibers
by: Wenyu Xing, et al.
Published: (2022-01-01)

Properties of Yak Wool in Comparison to Cashmere and Camel Hairs
by: Chan Liu, et al.
Published: (2018-03-01)

Rapid Qualitative Analysis of Cashmere and Wool Mixed Content Based on Improved XGBoost and SPA Using NIR Spectroscopy
by: Xin Chen, et al.
Published: (2025-12-01)

Identification of Wool and Cashmere Fibers by Preparation of Hollow-like Carbon Tubes after Carbonization
by: Wenyang Tang, et al.
Published: (2022-11-01)

Nondestructive Determination of the Compressive Strength of Wood Using Near-Infrared Spectroscopy
by: Hao Liang, et al.
Published: (2016-07-01)

Spectral Analysis and Sensitive Waveband Determination Based on Nitrogen Detection of Different Soil Types Using Near Infrared Sensors
by: Shupei Xiao, et al.
Published: (2018-02-01)

Highly Sensitive Qualitative and Quantitative Identification of Cashmere and Wool Based on Terahertz Electromagnetically Induced Transparent Metasurface Biosensor
by: Dongpeng Luo, et al.
Published: (2024-05-01)

Determining the Effect of Pigmentation on Some Physical and Mechanical Properties of Yak and Cashmere Down Fibers
by: Rıza Atav, et al.
Published: (2023-04-01)

Identification of overlapped wool/cashmere fibers based on multi-focus image fusion and convolutional neural network
by: Liran Zang, et al.
Published: (2022-12-01)

Quantitative Determination of Thiabendazole in Soil Extracts by Surface-Enhanced Raman Spectroscopy
by: Pengcheng Nie, et al.
Published: (2018-08-01)

Analytical Methods for the Identification and Quantitative Determination of Wool and Fine Animal Fibers: A Review
by: Marina Zoccola, et al.
Published: (2023-08-01)

Regulation of cashmere fineness traits by noncoding RNA in Jiangnan cashmere goats
by: Cuiling Wu, et al.
Published: (2023-10-01)

Relationships between cashmere production and other important economic traits of Inner Mongolia cashmere goats
by: Zhiying Wang, et al.
Published: (2019-01-01)

Cashmere production, skin characteristics, and mutated genes in crimped cashmere fibre goats
by: Chunhui Duan, et al.
Published: (2022-07-01)

Short communication: Melatonin implantation during the non-growing period of cashmere increases the cashmere yield of female Inner Mongolian cashmere goats by increasing fiber length and density
by: Ziyuan Wu, et al.
Published: (2018-04-01)

Effect of Fasted Live-Weight Gain during the Cashmere Non-Growing Period on Cashmere Production Performance and Secondary Hair Follicle Activity of Cashmere Goats
by: Junxia Li, et al.
Published: (2023-11-01)

DNA Polymorphism of Insulin-like Growth Factor-binding Protein-3 Gene and Its Association with Cashmere Traits in Cashmere Goats
by: Haiying Liu, et al.
Published: (2012-11-01)

Genetic Signatures of Selection for Cashmere Traits in Chinese Goats
by: Meilin Jin, et al.
Published: (2020-10-01)

Cashmere production from Scottish Cashmere kids and crossbreed Scottish Cashmere x Jonica kids
by: Giuseppe Marsico, et al.
Published: (2010-01-01)

Integrated analysis of lncRNA and mRNA reveals novel insights into cashmere fineness in Tibetan cashmere goats
by: Xuefeng Fu, et al.
Published: (2020-11-01)

Multi-omics analysis of functional substances and expression verification in cashmere fineness
by: Yanan Xu, et al.
Published: (2023-11-01)

Editorial: Animal fibers
by: Seyed Abbas Rafat, et al.
Published: (2025-07-01)

Stepwise Method and Factor Scoring in Multiple Regression Analysis of Cashmere Production in Liaoning Cashmere Goats
by: Yang Meng, et al.
Published: (2022-07-01)

Cashmere growth control in Liaoning cashmere goat by ovarian carcinoma immunoreactive antigen-like protein 2 and decorin genes
by: Mei Jin, et al.
Published: (2018-05-01)

Selection of Cashmere Fineness Functional Genes by Translatomics
by: Yu Zhang, et al.
Published: (2022-01-01)

Metabolomic Analysis and MRM Verification of Coarse and Fine Skin Tissues of Liaoning Cashmere Goat
by: Yanan Xu, et al.
Published: (2022-08-01)

The complete mitochondrial DNA analyses of Inner Mongolia Cashmere goat type of Erlangshan species
by: Yuhao Ma, et al.
Published: (2018-01-01)