光谱学与光谱分析
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近五年我国近红外光谱分析技术研究与应用进展
褚小立,陆婉珍
石油化工科学研究院,北京 100083
Research and Application Progress of Near Infrared Spectroscopy Analytical Technology in China in the Past Five Years
CHU Xiao-li, LU Wan-zhen
Research Institute of Petroleum Processing,Beijing 100083,China
摘要 : 评述了我国近五年来(2009年—2013年)近红外光谱分析技术的研究与应用进展,内容涉及软硬件研发、方法研究、以及诸多领域的应用开发等方面,并对今后我国近红外光谱技术的发展方向提出了建议。引用文献209篇。
关键词 :近红外光谱;分析仪器;化学计量学;软件开发;应用
Abstract :In the past decade, near infrared spectroscopy (NIR) has expanded rapidly and been applied widely in many fields in China. The recent progress of the research and application of NIR analytical technology in China especially in the past five years has been reviewed. It includes hardware and software R&D, Chemometric algorithms and experimental methods research, and quantitative and qualitative applications in the typical fields such as food, agriculture, pharmaceuticals, petrochemicals, forestry, and medical diagnosis. 209 references are cited, which are mainly published in national journals, professional magazines, and book chapters. The developing trend of near infrared spectroscopy and the strategies to further promote its innovation and development in China in the near future are put forward and discussed.
Key words :NIR;Instrument;Chemometrics;Software;Application;China
收稿日期: 2014-05-05
修订日期: 2014-07-18
通讯作者:
褚小立
E-mail: cxlyuli@sina.com
[1] BAI Yan(白 雁). The Application of Modern Near Infrared Spectroscopy in Medicine and Food Quality Evaluation System(现代近红外光谱分析技术在药品及食品品质评价系统中的应用). Beijing:Higher Education Press(北京:高等教育出版社),2009. [2] Jerry Workman Jr, Lois Weyer. Practical Guide To Interpretive Near-infrared Spectroscopy(近红外光谱解析实用指南). Translated by CHU Xiao-li,XU Yu-peng,TIAN Gao-you(褚小立,许育鹏 ,田高友 译). Beijing:Chemical Industry Press(北京:化学工业出版社),2009. [3] LU Wan-zhen, YUAN Hong-fu, CHU Xiao-li(陆婉珍,袁洪福,褚小立). Near Infrared Spectroscopy Instrument(近红外光谱仪器). Beijing:Chemical Industry Press(北京:化学工业出版社),2010. [4] HU Chang-qin,FENG Yan-chun(胡昌勤,冯艳春). Rapid Analysis of Drugs by Near Infrared Spectroscopy(近红外光谱法快速分析药品). Beijing:Chemical Industry Press(北京:化学工业出版社),2010. [5] ZHANG Xiao-chao,WU Jing-zhu,XU Yun(张小超,吴静珠,徐 云). Near Infrared Spectral Analysis Technology and Its Application in Modern Agriculture(近红外光谱分析技术及其在现代农业中的应用). Beijing:Publishing House of Electronics Industry(北京:电子工业出版社),2012. [6] CHEN Lan-zhen,YE Zhi-hua,ZHAO Jing(陈兰珍,叶志华,赵 静). The Analysis of Honey by Near Infrared Spectroscopy(蜂蜜近红外光谱检测技术). Beijing:China Light Industry Press(北京:中国轻工业出版),2012. [7] SONG Hai-yan(宋海燕). The Analysis of Honey by Near Infrared Spectroscopy(土壤近红外光谱检测). Beijing:Chemical Industry Press(北京:化学工业出版社),2013. [8] YAN Yan-lu, CHEN Bin, ZHU Da-zhou(严衍禄,陈 斌,朱大洲,等). The Principle, Technology and Application of Near Infrared Spectroscopy analysis(近红外光谱分析的原理、技术与应用). Beijing:China Light Industry Press(北京:中国轻工业出版),2013. [9] CHU Xiao-li(褚小立). Molecular Spectroscopy Analytical Technology Combined with Chemometrics and itsApplications(化学计量学方法与分子光谱分析技术). Beijing:Chemical Industry Press(北京:化学工业出版社),2011. [10] Paul J. Gemperline. Practical Guide to Chemometrics(化学计量学实用指南). Translated by WU Hai-long,KANG Chao(吴海龙,康 超,等译). Beijing:Science Press(北京:科学出版社),2012. [11] LIANG Yi-zeng,XU Qing-song(梁逸曾,许青松). Analysis of Complex Instrument System- Grey, Black and White Analysis System and the Methods of Multivariate Analysis(复杂体系仪器分析—白、灰、黑分析体系及其多变量解析方法). Beijing:Chemical Industry Press(北京:化学工业出版社),2012. [12] YUAN Tian-jun,WANG Jia-jun,ZHE Wei,et al(袁天军,王家俊,者 为,等). Chinese Agricultural Science Bulletin(中国农学通报),2013,(20):190. [13] CHU Xiao-li,YUAN Hong-fu,LU Wan-zhen(褚小立,袁洪福,陆婉珍). Analytical Instrumentation(分析仪器),2006,(2):1. [14] HU Fang-qiang,LI Sheng(胡方强,李 晟). Instrumentation Technology(仪表技术),2012,(12):21. [15] WANG Sheng-peng,WAN Xiao-chun,LIN Mao-xian(王胜鹏,宛晓春,林茂先). Journal of Tea Science(茶叶科学),2011,31(1):66. [16] Lü Jin,SHI Yang,LIU Hui-jun,et al(吕 进,施 秧,刘辉军,等). Opto-Electronic Engineering(光电工程),2010,37(1):82. [17] LI Min-zan,ZHENG Li-hua,AN Xiao-fei,et al(李民赞,郑立华,安晓飞,等). Transactions of the Chinese Society for Agricultural Machinery(农业机械学报),2013,44(3):73. [18] HU Jing-fang,CHEN Bin,LU Dao-li,et al(胡静芳,陈 斌,陆道理,等). Spectral Instrument and Analysis(光谱仪器与分析),2011,(Z1):68. [19] ZHANG Hong-shen,CHEN Ming(张洪申,陈 铭). Engineering Plastics Application(工程塑料应用),2013,(6):69. [20] YU Qian,ZHANG Jun,CHEN Zhe,et al(余 谦,张 军,陈 哲,等). Chinese Journal of Spectroscopy Laboratory(光谱实验室),2010,27(3):1213. [21] OUYANG Si-yi,XIE Xiao-qiang,LIU Yan-de,et al(欧阳思怡,谢小强,刘燕德,等). Hubei Agricultural Sciences(湖北农业科学),2013,52(10):2242. [22] SUN Li,ZHANG Shi-qing,LIN Hao,et al(孙 力,张世庆,林 颢,等). Food Science and Technology(食品科技),2010,35(7):267. [23] JIANG Sheng-nan,QI Shu-ye,HAN Dong-hai(蒋圣楠,戚淑叶,韩东海). Journal of Food Safety and Quality(食品安全质量检测学报),2012,3(5)467. [24] SUN Yan-feng,LI Zhuo-yue,ZHONG Yang,et al(孙岩峰,李卓越,钟 洋,等). Modern Scientific Instruments(现代科学仪器),2011,(1):60. [25] GUAN Wei-xin,WU Shu-di,GUAN Ye,et al(管维新,吴曙笛,管 晔,等). Thermal Power Generation(热力发电),2011,40(6):89. [26] FENG Hong-nian,LI Qing-tao,LU Jia-jiong,et al(冯红年,黎庆涛,卢家炯,等). Journal of Instrumental Analysis(分析测试学报),2009,28(12):1460. [27] LI Jun-hui,CHEN Bin,MA Xiang,et al(李军会,陈 斌,马 翔,等). Modern Scientific Instruments(现代科学仪器),2008,(4):35. [28] CHU Xiao-li,WANG Yan-bin,XU Yu-peng,et al(褚小立,王艳斌,许育鹏,等). Modern Scientific Instruments(现代科学仪器),2009,(4):6. [29] FANG Li-min,LIN Min(方利民,林 敏). Journal of China Jiliang University(中国计量学院学报),2010,21(1):42. [30] LI Qing-bo,YAN Hou-lai,ZHANG Qian-xuan,et al(李庆波,阎侯赖,张倩暄,等). Experimental Technology and Management(实验技术与管理),2010,27(5):105. [31] FENG Bang,CHEN Bin,YAN Hui(冯 帮,陈 斌,颜 辉). Modern Instruments and Medical Treatment(现代仪器与医疗),2014,20(2):12. [32] CHU Xiao-li,XU Yu-peng,LU Wan-zhen(褚小立,许育鹏,陆婉珍). Chinese Journal of Analytical Chemistry(分析化学),2008,8(5):702. [33] CHEN Hua-zhou,PAN Tao,CHEN Jie-mei,et al(陈华舟,潘 涛,陈洁梅,等). Computers and Applied Chemistry(计算机与应用化学),2011,28(5):518. [34] SHI Ji-yong,ZOU Xiao-bo,ZHAO Jie-wen,et al(石吉勇,邹小波,赵杰文,等). Journal of Infrared and Millimeter Waves(红外与毫米波学报),2011,30(5):458. [35] ZHANG Xian,YUAN Hong-fu,GUO Zheng,et al(张 娴,袁洪福,郭 峥,等). Spectroscopy and Spectral Analysis (光谱学与光谱分析),2011,31(6):1688. [36] GAO Hong-zhi,LU Qi-peng,DING Hai-quan, et al(高洪智,卢启鹏,丁海泉,等). Optics and Precision Engineering(光学精密工程),2013,21(8):1974. [37] HUANG Zhuang-rong,SHA Sha,RONG Zheng-qin,et al(黄庄荣,沙 莎,荣正勤,等). Food Science and Technology(食品科技),2013,41(6):922. [38] LIANG Xiu-ying,LI Xiao-yu(梁秀英,李小昱). Chinese Journal of Structural Chemistry(传感技术学报),2011,27(8):1228. [39] JIN Ye,YANG Kai,WU Yong-jiang,et al(金 叶,杨 凯,吴永江,等). Food Science and Technology(食品科技),2012,40(6):925. [40] ZHANG Hua-xiu,LI Xiao-ning,FAN Wei,et al(张华秀,李晓宁,范 伟,等). Journal of Instrumental Analysis(分析测试学报),2010,29(5):430. [41] CHENG Ni,LI Xiao-yu,ZHAO Si-ming,et al(程 旎,李小昱,赵思明,等). Journal of Food Safety and Quality(食品安全质量检测学报),2013,(2):427. [42] ZHANG Ming-jin,DU Yi-peng,ZHANG Shi-zhi,et al(张明锦,杜一平,张世芝,等). Computers and Applied Chemistry(计算机与应用化学),2012,29(3):335. [43] CHEN Xin,LIU Fei(陈 鑫,刘 飞). Computers and Applied Chemistry(计算机与应用化学),2012,29(7):812. [44] DAN Tu-nan,DAI Lian-kui(淡图南,戴连奎). Spectroscopy and Spectral Analysis(光谱学与光谱分析),2009,29(2):351. [45] HUANG Chang-yi,FAN Hai-bin,LIU Fei,et al(黄常毅,范海滨,刘 飞,等). Journal of Instrumental Analysis(分析测试学报),2014,33(1):13. [46] TAN Chao,QIN Xin,LI Meng-long,et al(谭 超,覃 鑫,李梦龙,等). Computers and Applied Chemistry(计算机与应用化学),2010,27(5):623. [47] ZHANG Hua-xiu,LI Xiao-ning,FAN Wei,et al(张华秀,李晓宁,范 伟,等). Computers and Applied Chemistry(计算机与应用化学),2010,27(9):1197. [48] YANG Hui-hua,TANG Tian-biao,LI Ling-qiao,et al(杨辉华,唐天彪,李灵巧,等). Journal of Instrumental Analysis(分析测试学报),2012,31(7):771. [49] TANG Guo,TIAN Kuang-da,LI Zu-hong,et al(唐 果,田旷达,李祖红,等). Tobacco Science & Technology(烟草科技),2013,(4):60. [50] NIU Xiao-ying,SHAO Li-min,ZHAO Zhi-lei,et al(牛晓颖,邵利敏,赵志磊,等). Spectroscopy and Spectral Analysis (光谱学与光谱分析),2012,32(8):2095. [51] ZHOU Zhu,LI Xiao-yu,LI Pei-wu,et al(周 竹,李小昱,李培武,等). Transactions of the Chinese Society of Agricultural Engineering(农业工程学报),2011,27(3):331. [52] BU Xi-bin,WU Bin,JIA Hong-wen, et al(卜锡滨,武 斌,贾红雯,等). Computer Engineering and Applications(计算机工程与应用),2013,49(2):170. [53] FENG Yan-chun,YANG Xiao-li,YANG Zhi-hai,et al(冯艳春,杨晓莉,杨智海,等). Chinese Journal of Pharmaceutical Sciences(药物分析杂志),2011,20(3):290. [54] CHU Xiao-li,TIAN Song-bai,XU Yu-peng,et al(褚小立,田松柏,许育鹏,等). Petroleum Processing and Petrochemicals(石油炼制与化工),2012,43(1):72. [55] ZHOU Wan-huai,XIE Li-juan,YING Yi-bin(周万怀,谢丽娟,应义斌). Transactions of the Chinese Society of Agricultural Engineering(农业工程学报),2013,29(19):285. [56] GUO Zheng-fei,DAI Lian-kui(郭正飞,戴连奎). Chinese Journal of Spectroscopy Laboratory(光谱实验室),2013,30(5):2418. [57] LIU Xian,DONG Su-xiao,HAN Lu-jia,et al(刘 贤,董苏晓,韩鲁佳,等). Transactions of the Chinese Society for Agricultural Machinery(农业机械学报),2009,40(5):153. [58] HU Rui-wen,XIA Jun-fang(胡润文,夏俊芳). Journal of Food Science(食品科学),2012,33(3):28. [59] YANG Kai,LIU Peng,WANG Wei-miao,et al(杨 凯,刘 鹏,王维妙,等). Acta Tabacaria Sinica(中国烟草学报),2012,18(6):27. [60] LEI De-qing,HU Chang-qin,FENG Yan-chun,et al(雷德卿. 胡昌勤. 冯艳春,等). Acta Pharmaceutica Sinica(药学学报),2010,45 (11):1421. [61] SHAO Xue-guang,NING Yu,LIU Feng-xia,et al(邵学广,宁 宇,刘凤霞,等). Acta Chimica Sinica(化学学报),2012,70(20):2109. [62] CHEN Gui-ping,TONG Pei-jin,GENG Jin-pei,et al(陈贵平,童佩瑾,耿金培,等). Journal of Instrumental Analysis(分析测试学报),2012,31(5):605. [63] LU Qi-peng(卢启鹏). OME Information(光机电信息),2010,27(12):44. [64] ZHOU Zhi-qin,CHEN Bin,YAN Hui,et al(周志琴,陈 斌,颜 辉,等). Chinese Cereals and Oils Association(中国粮油学报),2011,26(9):115. [65] LI Gong,ZHAO Zhe,LIU Rui,et al(李 刚,赵 喆,刘 蕊,等). Food Science and Technology(食品科技),2011,39(4):588. [66] WANG Jing-li,GUI Jia-xiang,GENG Xiang,et al(王京力,桂家祥,耿 响,等). Shanghai Textile Science & Technology(上海纺织科技),2013,41(9):51. [67] HAN Dong-hai,CHANG Dong,SONG Shu-hui,et al(韩东海,常 冬,宋曙辉,等). Transactions of the Chinese Society for Agricultural Machinery(农业机械学报),2013,44(7):174. [68] HAN Xiao-zhen,XIN Shi-hua(韩小珍,辛世华). Ningxia Engineering Technology(宁夏工程技术),2013,12(4):379. [69] JIANG Xun-peng,YANG Zeng-ling,LIU Xian,et al(姜训鹏,杨增玲,刘 贤,等). Transactions of the Chinese Society for Agricultural Machinery(农业机械学报),2012,43(7):141. [70] SONG Zhi-qiang,ZHANG Heng,ZHENG Xiao,et al(宋志强,张 恒,郑 晓,等). Journal of Wuhan Polytechnic University(武汉工业学院学报),2013,(2):1. [71] LI Liang,DING Wu(李 亮,丁 武). China Dairy Cattle(中国奶牛),2009,(3):46. [72] PENG Yan-kun,ZHANG Lei-lei(彭彦昆,张雷蕾). Journal of Food Safety and Quality(食品安全质量检测技术),2010,27(2):62. [73] REN Rui-juan,CHAI Chun-xiang,LU Xiao-xiang,et al(任瑞娟,柴春祥,鲁晓翔,等). Science and Technology of Food Industry(食品工业科技),2013,34(2):361. [74] XIE Wen-wen,LI Jun-jie,LIU Ru,et al(谢雯雯,李俊杰,刘 茹,等). Freshwater Fisheries(淡水渔业),2013,43(4):85. [75] LIU Xiao-ye,TANG Xiao-yan,SUN Bao-zhong,et al(刘晓晔,汤晓艳,孙宝忠,等). Journal of Food Science(食品科学),2012,33(24):244. [76] TAO Lin,WU Zhong-chen,ZHANG Peng-yan,et al(陶 琳,武中臣,张鹏彦,等). Transactions of the Chinese Society of Agricultural Engineering(农业工程学报),2011,27(5):364. [77] LIU Yan-de,ZHOU Yan-rui,PENG Yan-ying,et al(刘燕德,周延睿,彭彦颖,等). Optics and Precision Engineering(光学精密工程),2013,21(1):40. [78] XIONG Huan,XU Hui-rong,ZHOU Wan-huai,et al(熊 欢,徐惠荣,周万怀,等). Transactions of the Chinese Society of Agricultural Engineering(农业工程学报),2013,29(S1):264. [79] TANG Dan-ming,SUN Bin,LIU Hui-jun,et al(汤丹明,孙 斌,刘辉军,等). Chinese Journal of Spectroscopy Laboratory(光谱实验室),2012,29(5):2699. [80] XUE Ya-lin,WANG Xue-lian,ZHANG Rui,et al(薛雅琳,王雪莲,张 蕊,等). Chinese Cereals and Oils Association(中国粮油学报),2010,25(10):116. [81] ZHANG Ju-hua,ZHU Xiang-rong,LI Gao-yang, et al(张菊华,朱向荣,李高阳,等). Food Science and Technology(食品科技),2011,39(5):748. [82] WEN Zhen-cai,SUN Tong,GENG Xiang,et al(温珍才,孙 通,耿 响,等). Spectroscopy and Spectral Analysis(光谱学与光谱分析),2013,33(9):2354. [83] ZHANG Xin,GU Xin,NI Li-jun,et al(张 鑫,顾 欣,倪力军,等). China Dairy Cattle(中国奶牛),2012,(13):53. [84] PENG Pan,LIN Hui,DU Ru-xu,et al(彭 攀,林 慧,杜如虚,等). Computers and Applied Chemistry(计算机与应用化学),2011,28(3):307. [85] SU Dong-lin,LI Gao-yang,HE Jian-xin,et al(苏东林,李高阳,何建新,等). Science and Technology of Food Industry(食品工业科技),2012,33(6):460. [86] HU Yao-hua,LIU Cong,XIONG Lai-yi,et al(胡耀华,刘 聪,熊来怡,等). Journal of Agricultural Mechanization Research(农机化研究),2011,33(9):169. [87] ZHANG Peng,LI Jiang-kuo,MENG Xian-jun,et al(张 鹏,李江阔,孟宪军,等). Journal of Food Science(食品科学),2011,32(6):191. [88] ZHOU Zhu,LI Xiao-yu,LI Pei-wu,et al(周 竹,李小昱,李培武,等). Transactions of the Chinese Society of Agricultural Engineering(农业工程学报),2011,27(3):331. [89] LI Yan-fei,HU Yu,TU Da-wei,et al(李沿飞,胡 羽,屠大伟,等). Food Science and Technology(食品科技),2013,38(1):314. [90] TU Jing,ZHANG Min,HUANG Min,et al(涂 静,张 慜,黄 敏,等). Journal of Food and Biological Technology(食品与生物技术学报),2013,32(9):972. [91] ZHANG Xiao-yan,LIU Wei,XING Li,et al(张小燕,刘 威,兴 丽,等). Infrared(红外),2012,33(12):33. [92] SUN Lu-ping,WANG Ju-tao(孙露萍,王举涛). GuangZhou Chemical Industry and Technology(广州化工),2013,41(15):12. [93] XIE Guang-fa,XU Rong,FAN A-ping,et al(谢广发,徐 榕,樊阿萍,等). China Brewing(中国酿造),2011,(11):182. [94] WU Jun(吴 俊). Modern Food Science and Technology(现代食品科技),2011,27(7):870. [95] LI Yan-ping,XU Hong-xian,QIAN Ying,et al(李燕萍,许宏贤,钱 莹,等). Food and Fermentation Industries(食品与发酵工业),2008,34(7):136. [96] XIA Rong,HAO Yong(夏 蓉,郝 勇). China Brewing(中国酿造),2012,31(11):27. [97] CHEN Yan,HU Hui,WANG Feng-zu,et al(陈 妍,胡 慧,汪凤祖,等). Liquor-Making Science & Technology(酿酒科技),2010,(11):90. [98] SU Dong-lin,ZHANG Xin,LI Gao-yang,et al(苏东林,张 欣,李高阳,等). Journal of Chinese Institute of Food Science and Technology(中国食品学报),2013,13(10):213. [99] ZHONG Yan-ping,ZHONG Zhen-sheng,CHEN Lan-zhen,et al(钟艳萍,钟振声,陈兰珍,等). Modern Food Science and Technology(现代食品科技),2010,26(11):1280. [100] YANG Dan,LIU Xin,WANG Chuan-pei,et al(杨 丹,刘 新,王川丕,等). Journal of Zhejiang Agricultural Sciences(浙江农业科学),2012,(9):1290. [101] REN Guang-xin,NING Jing-ming,WU Wei-guo,et al(任广鑫,宁井铭,吴卫国,等). Journal of Anhui Agricultural University(安徽农业大学学报),2013,40(1):124. [102] YUAN Xin,TAN Hong,YANG Hong-bo,et al(袁 鑫,谭 红,杨鸿波,等). Chinese Agricultural Science Bulletin(中国农学通报),2013,29(3):215. [103] NING Jing-ming,WAN Xiao-chun,ZHANG Zheng-zhu,et al(宁井铭,宛晓春,张正竹,等). Transactions of the Chinese Society of Agricultural Engineering(农业工程学报),2013,(11):255. [104] ZHU Da-zhou,HUANG Wen-jiang,MA Zhi-hong,et al(朱大洲,黄文江,马智宏,等). Scientia Agricultura Sinica(中国农业科学),2011,44(9):1806. [105] JIA Wan,MAO Pei-sheng(贾 婉,毛培胜). Seed(种子),2013,32(11):46. [106] LIANG Jian,LIU Bin-mei,TAO Liang-zhi(梁 剑,刘斌美,陶亮之). Chinese Journal of Light Scattering(光散射学报),2013,25(4):423. [107] WANG Qing,XUE Wei-qing,MA Han-xu,et al(王 庆,薛卫青,马晗煦,等). Transactions of the Chinese Society of Agricultural Engineering(农业工程学报),2012,28(z2):259. [108] ZHU Li-wei,HUANG Yan-yan,YANG Li-ming,et al(朱丽伟,黄艳艳,杨丽明,等). Infrared(红外),2011,32(4):35. [109] LU Meng,QIN Ya-ping(鲁 蒙,秦亚平). Modern Business Trade Industry(现代商贸工业),2010,22(17):387. [110] LIN Jia-yong,FAN Wei-yan,LU Hui,et al(林家永,范维燕,陆 晖,等). Chinese Cereals and Oils Association(中国粮油学报),2011,26(9):110. [111] MENG Qing-hong,LI Xia-hui,SANSHANG Long-si,et al(孟庆虹,李霞辉,三上隆司,等). Chinese Cereals and Oils Association(中国粮油学报),2010,25(5):90,99. [112] LAI Sui-chun,HEYE Yuan-xin,WANG Zhi-dong,et al(赖穗春,河野元信,王志东,等). Chinese Journal of Rice Science(中国水稻科学),2011,25(4):435. [113] LI Xiao-long,MA Zhan-hong,ZHAO Long-lian,et al(李小龙,马占鸿,赵龙莲,等). Spectroscopy and Spectral Analysis(光谱学与光谱分析),2013,33(10):2661. [114] FENG Lei, CHEN Shuang-shuang,FENG Bin,et al(冯 雷,陈双双,冯 斌,等). Transactions of the Chinese Society of Agricultural Engineering(农业工程学报),2012,28(1):139. [115] LI Jie,ZHANG Xiao-chao,YUAN Yan-wei,et al(李 颉,张小超,苑严伟,等). Transactions of the Chinese Society of Agricultural Engineering(农业工程学报),2012,28(2):176. [116] HUANG Guang-qun,WANG Xiao-yan,HAN Lu-jia,et al(黄光群,王晓燕,韩鲁佳,等). Transactions of the Chinese Society for Agricultural Machinery(农业机械学报),2010,41(2):93. [117] WU Rui-mei,WANG Xiao,GUO Ping,et al(吴瑞梅,王 晓,郭 平,等). Journal of Instrumental Analysis(分析测试学报),2013,32(11):1359. [118] XIONG Yan-mei,TANG Guo,DUAN Jia,et al(熊艳梅,唐 果,段 佳,等). Food Science and Technology(食品科技),2012,40(9):1434. [119] YANG Jian-song,MENG Qing-xiang,REN Li-ping,et al(杨建松,孟庆翔,任丽萍,等). Physical Testing and Chemical Analysis Part B: Chemical Analgsis(理化检验:化学分册),2011,47(5):613. [120] DONG Juan-juan(董娟娟). Feed Industry(饲料工业),2010,31(11):43. [121] LI Rui-li,ZHANG Bao-lin,WANG Jian-min,et al(李瑞丽,张保林,王建民,等). Journal of Henan Agricultural Sciences(河南农业科学),2013,42(6):1. [122] LUO Ding-qi,PAN Dan-li,LIU Qiang,et al(罗定棋,潘旦利,刘 强,等). Anhui Agricultural Sciences(安徽农业科学),2012,(36):17731. [123] YUAN Da-lin,TANG Jian-guo,YANG Chen-long, et al(袁大林,汤建国,杨晨龙,等). Chinese Journal of Spectroscopy Laboratory(光谱实验室),2013,30(3):1447. [124] LUO Qiong,ZHAO Ming,LI Qing,et al(罗 琼,赵 明,李 青,等). Tobacco Science & Technology(烟草科技),2013,(7):55. [125] ZHANG Ding-fang,LIU Ze-chun,ZHANG Ting-gui,et al(张鼎方,刘泽春,张廷贵,等). Tobacco Science & Technology(烟草科技),2012,(10):9. [126] CHEN Xing,WANG Wen-yuan,LIU Ya,et al(陈 兴,王文元,刘 亚,等). Laser & Infrared(激光与红外),2013,43(1):44. [127] YANG Kai,LIU Peng,WANG Wei-miao,et al(杨 凯,刘 鹏,王维妙,等). Acta Tabacaria Sinica(中国烟草学报),2012,18(6):27. [128] CUN Huan-ting,CHEN Wen,HE Hua,et al(寸焕廷,陈 文,何 华,等). Tobacco Science & Technology(烟草科技),2011,(6):43. [129] YANG Zhe-xuan,ZHOU Li-hong,ZHANG Shun-nan,et al(杨哲萱,周立红,章顺楠,等). Chinese Herbal Medicine(中草药),2013,44(10):1342. [130] NIE Li-hang,LU Jing,LIN Rui-chao,et al(聂黎行,鲁 静,林瑞超,等). Computers and Applied Chemistry(计算机与应用化学),2011,28(5):540. [131] JIANG Shuang,YANG Hai-long,ZANG Heng-chang,et al(姜 爽,杨海龙,臧恒昌,等). Food and Drug(食品与药品),2013,(2):135. [132] PAN Jian-chao,XUE Dong-sheng,LIU Shao-yong,et al(潘建超,薛东升,刘绍勇,等). Guide of China Medicine(中国医药指南),2011,9(34):54. [133] ZHANG Ai-jun,DAI Ning,ZHAO Guo-lei(张爱军,戴 宁,赵国磊). Chinese Herbal Medicine(中草药),2010,4(12):238. [134] HUANG Hong-xia,LI Wen-long,QU Hai-bin,et al(黄红霞,李文龙,瞿海斌,等). China Journal of Chinese Materia Medica(中国中药杂志),2013,38(11):1663. [135] NIE Li-xing,WANG Gang-li,LI Zhi-meng,et al(聂黎行,王钢力,李志猛,等). Acta Optica Sinica(光学学报),2009,29(2):541. [136] CHEN Xue-ying,CHEN Yong,WANG Long-hu,et al(陈雪英,陈 勇,王龙虎,等). Chinese Journal of Pharmaceutical Analysis(药物分析杂志),2010,30(11):2086. [137] HU Hao-wu,GENG Zhao,LI Sheng-hua,et al(胡浩武,耿 炤,李胜华,等). Applied chemical industry(应用化工),2011,40(4):725. [138] JIN Ye,YANG Kai,CHEN Mu-zhou,et al(金 叶,杨 凯,陈木洲,等). China Journal of Chinese Materia Medica(中国中药杂志),2011,36(21):2963. [139] XU Bing,LUO Gan,LIN Zhao-zhou,et al(徐 冰,罗 赣,林兆洲,等). Chemical Journal of Chinese Universities(高等学校化学学报),2013,34(10):2284. [140] BAI Xin-tao,HUO Bao-jun,ZHANG Bo,et al(白新涛,霍宝军,张 博,等). Chinese Herbal Medicine(中草药),2012,43(11):2189. [141] SHI Hui-qi,BAI Yan,GONG Hai-yan,et al(史会齐,白 雁,龚海燕,等). Experimental Technology and Management(实验技术与管理),2011,28(10):32. [142] LI Chen-gui,HU Yu-zhu(李臣贵,胡育筑). Progress in Pharmaceutical Sciences(药学进展),2011,35(1):36. [143] MENG Yu,LI Yue-qing,CAI Rui,et al(孟 昱,李悦青,蔡 蕊,等). Fine Chemicals(精细化工),2013,30(10):1143. [144] WANG Hai-min,LI Wei,ZHAO Jian-long,et al(王海敏,李 玮,赵建龙,等). Anhui Medical and Pharmaceutical Journal(安徽医药),2012,16(12):1777. [145] CHEN Jiu-yan,XIE Hong-ping,YANG Hong,et al(陈久艳,谢洪平,杨 宏,等). West China Journal of Pharmaceutical Sciences(华西药学杂志),2013,28(4):435. [146] FENG Yan-chun,CHANG Yan,YAO Shang-chen,et al(冯艳春,常 艳,姚尚辰,等). Chinese Journal of Pharmaceutical Analysis(药物分析杂志),2010,30(10):1895. [147] HU Chang-qin,CHENG Shuang-hong,FENG Yan-chun,et al(胡昌勤,成双红,冯艳春,等). Chinese Pharmaceutical Affairs(中国药事),2008,22(8):641. [148] SHEN Lan-hui,GAO Guo-ying,WU Jian-wei,et al(申兰慧,高国英,吴建伟,等). Chinese Pharmaceutical Affairs(中国药事),2011,25(6):587. [149] HAN Ying,ZHANG Yong-yao,HOU Hui-chan,et al(韩 莹,张永耀,侯惠婵,等). Academic Journal of Guangdong College of Pharmacy(广东药学院学报),2010,26(4):348. [150] ZHOU Zheng,LUO Shu-qing,CHEN Zhong-yi,et al(周 征,罗淑青,陈仲益,等). Progress in Pharmaceutical Sciences(药学进展),2012,36(7):321. [151] CHU Xiao-li,LU Wan-zhen(褚小立,陆婉珍). Instrumentation Customer(仪器仪表用户),2013,20(2):11. [152] BIAN Wei-ying(边伟英). Petroleum & Petrochemical Today(当代石油化工),2012,(9):19. [153] KONG Cui-ping, CHU Xiao-li,DU Ze-xue,et al(孔翠萍,褚小立,杜泽学,等). Chinese Journal of Analytical Chemistry(分析化学),2010,38(6):805. [154] DAN Tu-nan,DAI Lian-kui(淡图南,戴连奎). Computers and Applied Chemistry(计算机与应用化学),2011,28(3):329. [155] OUYANG Ai-guo,LIU Jun,WANG Ya-ping,et al(欧阳爱国,刘 军,王亚平,等). Laser & Infrared(激光与红外),2012,42(8):901. [156] DUAN Min-wei,WANG Bai-hua,HUANG Hong-xing,et al(段敏伟,王佰华,黄宏星,等). Food Science and Technology(食品科技),2012,40(2):263. [157] ZHANG Yan-jun,CAI Lian-ting,DING Mei,et al(张彦君,蔡莲婷,丁 玫,等). Contemporary Chemical Industry(当代化工),2010,39(1):93. [158] ZHANG Xue-mei(张雪梅). Guangdong Chemical Industry(广东化工),2011,38(11):126. [159] GAO Wen-ji,YUAN Hong-fu,QIU Teng,et al(高文骥,袁洪福,邱 藤,等). Chemical Journal of Chinese Universities(高等学校化学学报),2009,30(7):1293. [160] QIN Qing-wei(秦庆伟). Chemical Research and Application(化学研究与应用),2012,24(6):1005. [161] REN Jing,GE Zan,ZHOU Da-peng,et al(任 静,葛 赞,周大鹏,等). China Surfactant Detergent & Cosmetics(日用化学工业),2013,43(6):474. [162] LI Ding-ming,WANG Ling,ZHANG Li-hua(李定明,王 玲,张丽华). Journal of Nuclear and Radiochemistry(核化学与放射化学),2013,35(2):96. [163] ZOU Quan,DENG Guo-dong,GUO Xiao-de,et al(邹 权,邓国栋,郭效德,等). Journal of Solid Rocket Technology(固体火箭技术),2012,35(6):838. [164] LI Wei,YU Jun-jiang,DENG Peng(李 伟,郁俊江,邓 鹏). Torpedo Technology(鱼雷技术),2012,20(3):206. [165] ZHANG Wan-jie,LIU Rong,XU Ke-xin,et al(张婉洁,刘 蓉,徐可欣,等). Acta Chimica Sinica(化学学报),2013,71(9):1281. [166] LI Gang,ZHAO Jing,LI Jia-xing,et al(李 刚,赵 静,李家星,等). Acta Optica Sinica(光学学报),2011,31(3):1. [167] QIAN Zhi-yu,LI Wei-tao(钱志余,李韪韬). Life Science Instruments(生命科学仪器),2013,11(3):45. [168] HE Wen-ming,XUE Chong-yun,NIE Yi,et al(贺文明,薛崇昀,聂 怡,等). Transactions of China Pulp and Paper(中国造纸学报),2010,25(3):9. [169] YU Shi-xing,YANG Jin-yong,LI Xue-chun,et al(于仕兴,杨金勇,李学春,等). Journal of Northeast Forestry University(东北林业大学学报),2013,(12):132. [170] LIU Xue-yun,XIONG Zhi-xin,HU Mu-yi,et al(刘雪云,熊智新,胡慕伊,等). China Pulp & Paper(中国造纸),2011,26(7):20. [171] SONG Shu-ping,ZHANG Hao,ZHANG Jing,et al(宋舒苹,张 浩,张 静,等). Transactions of China Pulp and Paper(中国造纸学报),2011,26(3):17. [172] YU Ji-chuan,FU Shi-yu,ZENG Xi-ling,et al(俞霁川,付时雨,曾细玲,等). Paper Science & Technology(造纸科学与技术),2010,29(4):50. [173] WANG Jing-li,GENG Xiang,GUI Jia-xiang,et al(王京力,耿 响,桂家祥,等). Chemical Fiber & Textile Technology(化纤与纺织技术),2013,42(2):42.
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