Selected Articles
How Can We Unravel Complicated NIR Spectra? –Challengesof the Ozaki Group for the Last 30 Years– 3
Yukihiro Ozaki
The Ever-Shrinking Spectrometer: New Technologiesand Applications 17
Richard Crocombe
The New Avenue – Theoretical Simulation of NIR Spectraand its Potential in Analytical Applications 32
Krzysztof BBec, Justyna Grabska, and Christian WHuck
Chemometric Studies in Near-Infrared Spectroscopy 47
Hongle An, Li Han, Yan Sun, Wensheng Cai, and Xueguang Shao
Current Status and Future Trends in Sensor Miniaturization 59
Christian WHuck, Krzysztof BBec, and Justyna Grabska
Near Infrared Spectroscopy in China 73
Xiaoli Chu and Hongfu Yuan
Agriculture, Food and Forestry
Measurement of Gingerols and 6-shogaol in Ginger Using Near-Infrared Spectroscopy 81
Joel BJohnson, Janice SMani, Kerry BWalsh, and Mani Naiker
Spectral Separation Degree Method for Vis-NIR Spectral Discriminant Analysis of Milk Powder Adulteration 91
Yan Tang, Zeqi Chen, Niangen Ye, Haoran Lin, Lifang Fang, and Tao Pan
An Exploration into the Optimization of Feature Wavelength Screening Methods in the Processing of Frozen Fish Classification Data in Near Infrared Spectroscopy 97
GCheng, SMeng, SLiu, YJiao, XChen, WZhang, HWen,WZhang, BWang, and XXu
Handheld NIR and PLS-DA Models for Onsite Detection of Injected Water and Discrimination of Different Injected Solutions in Tuna108
SNieto-Ortega, áMelado-Herreros, IOlabarrieta, GFoti,GRamilo-Fernández, CGSotelo, BTeixeira, AVelasco,and RMendes
Identification of Variety and Age of Abalones Based on Near-Infrared Spectroscopy 118
Huang Yangming, Gao Jingxian, Tang Guo, Xiong Yanmei,and Min Shungeng
Discrimination of Adulterated Milk Using Temperature-Dependent Two-Dimensional Near-Infrared Correlation Spectroscopy 124
Ming YHuang, Jia Long, Ren JYang, Hai YWu, Hao Jin,and Yan RYang
Development of NIRS Calibrations for Seed Content of Lipids and Proteins in Contrasting White Lupin Germplasm 132
BFerrari, SBarzaghi, and PAnnicchiarico
Determination of Nitrogen and Phosphorus in Dairy Slurry Using Near Infrared Diffuse Reflection Spectroscopy 137
Mengting Li, Zengjun Yang, Shengbo Liu, Di Sun, and Run Zhao
Rapid Prediction of Multiple Quality Parameters in Milk Powder by Ultraviolet Spectrometry Combined with Chemometric Method 145
JFPang, XHuang, and YKLi
Nondestructive Analysis of Soluble Solids Content in Apple with a Portable NIR Spectrometer 157
Cheng Guo, Cuiyan Han, Hui Yan, and Lei Li
Aquaphotomics
The Aquaphotomics and E-nose Approaches to Evaluate the Shelf Lifeof Ready-To-Eat Rocket Salad 165
LMarinoni, GBianchi, and TMPCattaneo
Near Infrared Aquaphotomics Evaluation of Nasal Secretions as a Potential Diagnostic Tool for Bovine Respiratory Syncytial Virus (BRSV) Infection 174
MSantos-Rivera, ARWoolums, MThoresen, FMeyer,and CKVance
Biomedicine, Environment, and fNIR
Vis-NIR Spectroscopic Discriminant Analysis Applied to Serum Breast Cancer Screening 187
Lu Yuan, Jing Zhang, Jianhua Xu, Lijun Yao, Dawei Wang, and Tao Pan
Grouping Modeling Strategy for Hematocrit Analysis with Blood Vis-NIR Spectroscopy193
Zeqi Chen, Yan Tang, Haoran Lin, Zhiyuan Yin, Junyu Fang, and Tao Pan
Instrument, Accessory and Experimental Technology
The AS7265x Chipset as an Alternative Low-Cost Multispectral Sensor for Agriculture Applications Based on NDVI 201
ADucanchez, SMoinard, GBrunel, RBendoula, DHéran,and BTisseyre
PAT and Imaging
Application of On-line Near Infrared Spectroscopy in the Production of Traditional Chinese Medicine209
Jun Wang, Yerui Li, Jiapeng Huang, Xiaoxue Zhang, Jingnan Wu,and Xuesong Liu
Coating Control on a Functional Digestion Tablet by Portable Near-Infrared Spectroscopy 220
Yewei Zhu, Yizhi Shi, Rui Chen, Shuai Wang, Zhijian Zhong,and Yue Huang
Rapid Screening of Industrial Hemp Based on Handheld Near Infrared Spectrometer 227
PPZhang, WJShi, GZJi, and YXCheng
Pharmaceutical and Chemistry
Embedded NIR Spectroscopy for Rotary Tablet Press 235
Yves Roggo, Laurent Pellegatti, Anna Novikova, Alexander Evers,Simon Ensslin, and Markus Krumme
On-line Near-Infrared Quantitative Prediction and Verification of Waste Polyester Blended Fabrics 240
Yue Wang, Wenqian Du, Peng Jiang, Wenxia Li, Zhengdong Liu,and Huaping Wang
Spectroscopy Theory and Chemometrics
Theoretical Simulation of Near-Infrared Spectrum of Piperine.Insight into Band Origins and the Features of egression Models from Different Spectrometers 253
Justyna Grabska, Krzysztof BBec, and Christian WHuck
Vis-NIR Spectroscopy Combined with Bayes Classifier Applied to Wine Multi-brand Identification262
Xianghui Chen, Jiaqi Li, Nailiang Chang, Jiemei Chen, Lifang Fang,and Tao Pan
Outlier Detection in Calibration Transfer for Near Infrared Spectra269
Kaiyi Zheng, Ye Shen, Wen Zhang, Xiaowei Huang, Zhihua Li, Di Zhang,Jiyong Shi, and Xiaobo Zou
Near Infrared Spectroscopic Quantification Using Firefly Wavelength Interval Selection Coupled with Partial Least Squares 274
Xihui Bian, Zizhen Zhao, Hao Sun, Yugao Guo, and Lizhuang Hao
Application of Convolutional Neural Network Model Based on Combined NIR-Raman Spectra in Feed Composition Analysis 283
Wenjie Zhang, Yihao Liang, Gongyi Cheng, Chao Dong, Bin Wang,Jing Xu, and Xiaoxuan Xu
LASSO Based Extreme Learning Machine for Spectral Multivariate Calibration of Complex Samples 291
Zizhen Zhao, Kaiyi Wang, Shuyu Wang, Yang Xiang, and Xihui Bian
Others
Prediction of Rubber Leaf Nitrogen Content Based on Fractional-Order GWO-SVR 303
Rongnian Tang, Xiaowei Li, Chuang Li, Kaixuan Jiang, and Jingjin Wu
Feature Recognition of Tobacco by Independent Component Analysis- Back Propagation Neural Network 316
Jia Duan, Yue Huang, Yizhi Shi, Rui Chen, Guorong Du, Yitong Dong,and Shungeng Min
Insight into Hydration Behavior of Poly(Hydroxypropyl Acrylate)Block Copolymer by Temperature-Dependent Infrared Spectroscopy 325
CXiong, SHan, YGuo, and LGuo
Author Index337
內容試閱:
ICNIRS 2021 Proceedings
As a member of the spectral family, the NIR spectroscopy with the wavelengths between the UV–visible and mid-infrared spectra has been widely applied in many fields as a rapid and online analysis technique since the late 1960s under the leadership of Dr. Karl Norris. Especially in the past two decades, near-infrared spectroscopy has made great progress in agriculture, food, medicine, chemical industry, and other fields. The reason why NIR spectroscopy has become a powerful analysis technique is that it has completely changed the traditional analysis method of taking a sample back to laboratory for further characterization and realized the in situ and online analysis in many fields. The measurement of NIR spectrum is very flexible and convenient. It can directly and non-destructively analyze a variety of products that are closely related to our lives through different special measurement accessories without any sample pretreatment. Moreover, the NIR spectrum can be transmitted through a silica fiber, which means that the spectrometer can be used in measurement sites with complex working conditions, so it can be used for online analysis of large-scale installations such as petrochemicals to measure the composition and chemical properties of materials in real time. Nowadays, the application of NIR spectrometer covers almost all aspects of human life and plays an increasingly important role in scientific research, industry, agriculture, commerce, and other fields.
The biennial meeting of the International Council for NIR Spectroscopy is undoubtedly an academic event for the researchers on NIR spectroscopy. However, unfortunately, due to the impact of the global epidemic of COVID-19, in order to effectively protect the health of the participants, NIR2021 International Conference was finally opened as a form of an online conference. It has also become a historical event so far, the first international conference on near-infrared spectroscopy held online. A total of 316 delegates from 29 countries of six continents attended online the NIR2021 International Conference held in Beijing, and they presented us with the wonderful lectures, including two award presentations, five keynote lectures, and 66 oral presentations as well as 111 post presentations. Although the delegates could not attend this academic event by a face-to-face form, they must have also felt the powerful and wide development of NIR spectroscopy through these wonderful reports, just like the slogan of NIR2021, “Sense the Real Change”. All the participants sensed the various spectral information of NIR, the development of spectral theory and chemometrics, and the enhanced performance of instruments and measurement accessories. We also believe that every participant could personally sense the real changes of NIR spectroscopy in China, especially for its wide application in different field. The theme of the NIR2021 is indicated by the logo, which is “Rainbow: Diversity, Optimization, and Inspiration”. The rainbow in logo represents the spectrum, as well as a dragon of Chinese element. The dancing dragon means that NIR is taking off in the international technological arena, playing an increasingly important role in agriculture, food, chemical industry, and people’s daily lives. We strongly hope that the NIR2021 can make a great contribution to accelerate advancing NIR technology through constructing a strong human network on NIR spectroscopy in the world. We also have to sincerely thank all 15 sponsors, especially the two platinum sponsors ABB and REEMOON, who economically supported NIR2021 even without the live exhibition.
The scientific program was divided into seven sections: (1) Spectroscopy Theory and Chemometrics, (2) Instrument, Accessory, and Experimental Technology, (3) Agriculture, (4) Pharmaceutical and Chemistry, (5) Biomedicine, Environment, and fNIR; (6) PAT and Imaging, and (7) Aquaphotomics. In each section, one keynote lecture and around four to eight oral presentations were selected. Around 100 poster presentations were performed at the conference. The keynote lectures were as follows: (1) Roumiana Tsenkova from Kobe University gave an overview on the development and application of NIR spectroscopy in Aquaphotomics; (2) Heinz Siesler from the University of Duisburg-Essen talked about the test and application of miniaturized handheld vibrational spectrometers over the last ten years; (3) Richard Crocombe from Crocombe Spectroscopic Consulting introduced the New Technologies and Applications of Ever-Shrinking Spectrometer; (4) Da-Wen Sun from University College Dublin talked about the Advances in Hyperspectral Imaging Technology for Food Quality and Safety Detection and Control; (5) Peiwu Li from Chinese Academy of Agricultural Sciences talked about the Application of NIRS Technology in the Development of Green Animal Husbandry. Yukihiro Ozaki, as the winner of the Karl Norris Award from Kansai Gakuin University, gave a lecture with the title: “NIR Spectroscopy-What a Wonderful World!”. Vincent Baeten, as the winner of Tomas Hirschfeld Award from Walloon Agricultural Research Center, gave a lecture with the title: “The treachery of NIRS applications: authentic or not?”. These programs can be seen at the homepage of NIR2021 .
The selected papers in NIR2021 Proceedings have been professionally reviewed by the Scientific Committee. Although there are only about 30 papers in the NIR2021 Proceedings, these papers cover almost all the research fields and the practical applications of NIR spectroscopy, from which we can clearly see the hotspots and frontiers of NIR research and application in recent years. We hope that you will enjoy reading the NIR2021 Proceedings and these original researches could promote the investigation and the further development of NIR spectroscopy.
Finally, we hope that the COVID-19 epidemic will end soon. Looking forward to seeing you all at the NIR2023 Innsbruck. Warmest regards.
Hongfu Yuan
Xiaoli Chu
Longhai Guo