Spectral Classification and Identification of Methamphetamine and Its Common Additives Based on Multivariate Modeling

Hou Wei; Wang Jifen; He Xinlong

doi:10.3788/LOP202158.0330003

[1] Azizi H. Analysing the impacts of drug trafficking on human security in central Asia. Strategic Analysis, 42, 42-47(2018).

[2] Bright D, Koskinen J, Malm A. Illicit network dynamics： the formation and evolution of a drug trafficking network. Journal of Quantitative Criminology, 35, 237-258(2019).

[3] Wang J F, Yu J, Sun X L et al. Rapid analysis of common illicit drugs and the added ingredients by Raman spectroscopy. The Journal of Light Scattering, 24, 312-315(2012).

[4] Ma Q X, Li C, Li T Y et al. Research progress of terahertz spectroscopy in the field of pesticide detection. Laser & Optoelectronics Progress, 57, 130006(2020).

[5] Liu X, Zhang T, Zhang G et al. Carbon monoxide detection based on photoacoustic spectroscopy. Chinese Journal of Lasers, 47, 0111002(2020).

[6] Feng X, Han C P, Zou Y P et al. On-orbit spectral calibration algorithm of infrared Fourier transform spectrometer. Acta Optica Sinica, 39, 0630002(2019).

[7] Deconinck E, van Campenhout R, Aouadi C et al. Combining attenuated total reflectance- infrared spectroscopy and chemometrics for the identification and the dosage estimation of MDMA tablets. Talanta, 195, 142-151(2019).

[8] Wang J F, Yu J, Sun X L. Rapid analysis of added components in methamphetamine by infrared spectroscopy. The Journal of Light Scattering, 22, 399-403(2010).

[9] Wang J F, Wang D F, Sun X L et al. Establishment and application of infrared spectrum library of ketamine drug and its additive components. Journal of Chinese People's Public Security University （Science and Technology）, 16, 11-14(2010).

[10] Akhgari M, Moradi F, Ziarati P. The texture of psychoactive illicit drugs in Iran： adulteration with lead and other active pharmaceutical ingredients. Journal of Psychoactive Drugs, 50, 451-459(2018).

[11] Wang J F, Yu J, Guo X et al. Rapid analysis of added ingredients in heroin. Spectroscopy and Spectral Analysis, 31, 1772-1776(2011).

[12] Yilmaz I, Kaynar O. Multiple regression， ANN （RBF， MLP） and ANFIS models for prediction of swell potential of clayey soils. Expert Systems With Applications, 38, 5958-5966(2011).

[13] Chu S C, Dao T K, Pan J S et al. Identifying correctness data scheme for aggregating data in cluster heads of wireless sensor network based on naive Bayes classification. EURASIP Journal on Wireless Communications and Networking, 2020, 52(2020).

[14] Li C X, Guan J F, Li H G et al. Bayes stepwise discriminant analysis model and application of coal and gas outburst prediction. China Mining Magazine, 29, 117-123(2020).

[15] He X L, Wang J F, Wang F et al. Rapid identification of rubber particles based on second derivative infrared spectra. China Measurement & Test, 45, 60-64， 83(2019).

[16] He X L, Wang J F, Zhang Q et al. Infrared spectroscopy analysis of marker ink based on multi-classification model. Chemistry, 82, 169-174(2019).

[17] Zhang L Y, Li J, Rao H H et al. Element detection and quality identification of Huanglongbing disease navel orange based on LIBS. Laser & Optoelectronics Progress, 57, 233002(2020).

[18] He X L, Wang J F, Li Q S et al. Identification of vehicle bumper debris based on multi-layer perception-Fisher discriminant and infrared spectroscopy. China Measurement & Test, 45, 74-78， 92(2019).

[19] He X L, Wang J F. Rapid and nondestructive forensic identification of tire particles by attenuated total reflectance - Fourier transform infrared spectroscopy and chemometrics. Analytical Letters, 53, 714-734(2020).

[20] He X L, Wang J F, Zhao B et al. Nondestructive discrimination of ship deck paint using attenuated total reflection - Fourier transform infrared （ATR-FTIR） spectroscopy with chemometric analysis. Analytical Letters, 53, 2761-2774(2020).

[21] Qin J Q, Kong X Y, Sun X R. Influence of different data normalizing methods on the performance of Sevcik fractal dimension algorithm. Chinese Journal of Scientific Instrument, 37, 1485-1491(2016).

[22] Bi J, Li X J, Chen L Y. R-factor Fisher discrimination for rock burst hazard level prediction. China Safety Science Journal, 29, 103-109(2019).

[23] Hou W, Wang J F. Rapid identification of the black marker ink based on infrared fingerprint spectroscopy. Laser Technology, 44, 436-440(2020).

[24] He X L, Wang J F, Wu F L et al. Identification of the infrared spectra of tire rubber based on chemometrics. Journal of Analytical Science, 35, 357-361(2019).

[25] Chen G Q, Wu Y M, Liu H J et al. Determination and identification of synthetic food colors based on fluorescence spectroscopy and radial basis function neural networks. Spectroscopy and Spectral Analysis, 30, 706-709(2010).