本書綜述了近年來全球近紅外光譜的新進展,包括儀器儀表、光譜解釋和化學(xué)計量學(xué)等方面的進步,反映了近紅外光譜在未來十年的發(fā)展趨勢。本書共收錄在第20屆國際近紅外光譜學(xué)術(shù)會議上發(fā)表的35篇論文,這些論文涵蓋了近紅外光譜所有的研究領(lǐng)域和實際應(yīng)用,從中可以清晰看到近年來近紅外光譜研究和應(yīng)用的熱點和前沿。
本書可供從事光譜技術(shù)、化學(xué)計量學(xué)、分析儀器、現(xiàn)場快速或在線分析、過程控制等領(lǐng)域的研究人員和應(yīng)用人員參考,也可作為相關(guān)專業(yè)本科生和研究生的選修教材。
褚小立,石油化工科學(xué)研究院教授級高工,于1996年獲得煙臺大學(xué)化學(xué)工程學(xué)士學(xué)位,并分別于1999年和2004年獲得石油化工科學(xué)研究院應(yīng)用化學(xué)碩士和博士學(xué)位。目前擔(dān)任石油化工科學(xué)研究院分析室光譜學(xué)和化學(xué)計量學(xué)課題組長。長期從事分子光譜(紫外可見、紅外、近紅外和拉曼)與石油和石化化學(xué)計量學(xué)方法相結(jié)合的研究和應(yīng)用。申請發(fā)明專利40余項;30多項專利實現(xiàn)了產(chǎn)業(yè)化,并撰寫了多部著作。
郭龍海,北京化工大學(xué)副教授,于2011年在關(guān)西學(xué)院大學(xué)獲得博士學(xué)位,從事可控自由基聚合、功能高分子涂層材料的合成與應(yīng)用、聚合反應(yīng)的在線光譜分析和在線檢測方法研究。發(fā)表了40多篇研究文章和6項專利。
黃躍,中國農(nóng)業(yè)大學(xué)副教授,于2012年獲得中國農(nóng)業(yè)大學(xué)博士學(xué)位。2012年至2016年期間,在中國煙草北京研發(fā)中心從事食品質(zhì)量控制工作。2018年起,任中國農(nóng)業(yè)大學(xué)食品安全與營養(yǎng)專業(yè)副教授。主要從事光譜分析、高光譜成像和無損檢測在食品上的應(yīng)用研究。發(fā)表文章50多篇。擔(dān)任《食品研究與發(fā)展》編委。
袁洪福,北京化工大學(xué)教授,于1994年在石科院獲得博士學(xué)位。長期從事基于光譜的過程分析技術(shù)的研發(fā),包括多變量分析方法,儀器儀表和在石化工業(yè)、電力、農(nóng)業(yè)、制藥、食品和織物領(lǐng)域的應(yīng)用。發(fā)表論文100余篇。現(xiàn)任中國儀器儀表學(xué)會近紅外光譜分會主任委員,中國科協(xié)化學(xué)光譜分析領(lǐng)域首席科學(xué)宣傳專家,國家儀器分析測試標(biāo)準(zhǔn)化技術(shù)委員會(SAC/TC481)委員,《光譜與光譜分析學(xué)報》編委, 亞洲近紅外光譜學(xué)會全國代表。
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