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OALib Journal期刊
ISSN: 2333-9721
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近红外分析中光谱预处理及波长选择方法进展与应用
Keywords: 近红外光谱,化学计量学,光谱预处理,正交信号校正,净分析信号,小波变换,遗传算法,无信息变量消除
Abstract:
光谱预处理和波长选取方法在近红外光谱分析技术中相当重要。本文综述了常用的NIR预处理和波长选取方法及这一领域的最新进展，详细介绍正交信号校正(OSC)、净分析信号(NAS)和小波变换(WT)等新光谱预处理方法以及无信息变量消除(UVE)和遗传算法(GA)等波长选取方法，并给出了这些方法的具体算法和一些应用实例。
| [1] | Rimbaud D J , Massart D L , Leardi R , De Noord O E. Anal .Chem. , 1995 , 67 : 4295 —4301
|
| [2] | Roger J M, Bellon-Maurel V. Appl . Spectrosc. , 2000 , 54 :1313 —1320
|
| [3] | Leardi R. J . Chemom. , 2000 , 14 : 643 —655
|
| [4] | Smith B M, Gemperline P J . Anal . Chim. Acta , 2000 , 423 :167 —177
|
| [5] | Swierenga H , de Groot P J , de Weijer A P. Chemom. Intell .Lab. Syst . , 1998 , 41 : 237 —248
|
| [6] | Swierenga H , Wülfertb F , de Noord O E. Anal . Chim. Acta ,2000 , 411 : 121 —135
|
| [7] | Ozdemir D , Williams R. Appl . Spectrosc. , 1998 , 52 : 210 —217
|
| [8] | Paradkar R P , Williams R R. Appl . Spectrosc. , 1997 , 51 : 92 —97
|
| [9] | Shaffer R E , Small GW, Arnold MA. Anal . Chem. , 1996 , 68 :2663 —2675
|
| [10] | Barros A S , Rutledge D N. Chemom. Intell . Lab. Syst . , 1998 ,40 : 65 —81
|
| [11] | Frost V J , Molt K. J . Near Infrared Spectrosc. , 1998 , 6 :185A —190A
|
| [12] | Goicoechea H C , Olivieri A C. J . Chem. Inf . Comput . Sci . ,2002 , 42 : 1146 —1153
|
| [13] | 朱尔一, 杨梵原. 化学计量学技术与应用. 北京: 科学出版社, 2001
|
| [14] | Brenchley J , Horchner U , Kalivas J . Appl . Spectrosc. , 1997 ,51 : 689 —699
|
| [15] | 高建波(Gao J B) , 胡鑫尧(Hu X Y) , 胡东成(Hu D C) . 光谱学与光谱分析(Spectroscopy and Spectral Analysis) , 2001 ,21 : 599 —602
|
| [16] | McShanea M J , Camerona B D , Cotéa G L. Anal . Chim. Acta ,1999 , 388 : 251 —264
|
| [17] | Spiegelman C H , McShane M J , Cote GL. Anal . Chem. , 1998 ,70 : 35 —44
|
| [18] | [ 3 ] 冯新泸, 史永刚. 近红外光谱及其在石油产品分析中的应用. 中国石化出版社, 2002
|
| [19] | [ 4 ] Mobley P R , Kowalski B R. Appl . Spectrosc. Rev. , 1996 , 31 :347 —368
|
| [20] | [ 6 ] ASTM E1655-00 , Standard Practices for Infrared Multivariate Quantitative Analysis
|
| [21] | [ 7 ] 褚小立(Chu X L) , 袁洪福( Yuan H F) , 陆婉珍(Lu W Z) .光谱学与光谱分析(Spectroscopy and Spectral Analysis) , 2001 ,21 : 881 —885
|
| [22] | [ 8 ] Seasholtz M B , Kowalski B R. Anal . Chim. Acta , 1993 , 277 :165 —177
|
| [23] | 梁逸曾, 俞汝勤. 分析化学手册(10) ———化学计量学. 北京: 化工出版社, 2001
|
| [24] | 刘树深, 易忠胜. 基础化学计量学. 北京: 科学出版社,1999
|
| [25] | 徐广通(Xu G T) , 袁洪福(Yuan H F) , 陆婉珍(Lu W Z) . 光谱学与光谱分折(Spectroscopy and Spectral Analysis) , 2000 ,20 : 619 —622
|
| [26] | Barnes R J , Dhanoa M S. Appl . Spectrosc. , 1989 , 43 : 772 —777
|
| [27] | Isaksson T, Naes T. Appl . Spectrosc. , 1988 , 42 : 1273 —1284
|
| [28] | Pedersen D K, Martens H , Nielsen J P. Appl . Spectrosc. , 2002 ,56 : 1206 —1214
|
| [29] | Stark E , Martens H. US 5 568 400 , 1996
|
| [30] | Isaksson T, Kowalski B. Appl . Spectrosc. , 1993 , 47 : 702 —709
|
| [31] | Devaux M, Bertrand D , Robert P. J . Chemom. , 1987 , 1 : 103 —110
|
| [32] | Pasti L , Jouan-Rimbaud D , de Noord O E. Anal . Chim. Acta ,1998 , 364 : 253 —263
|
| [33] | 卢小泉(Lu X Q) , 莫金垣(Mo J H) . 分析化学(Chin. J .Anal . Chem. ) , 1996 , 24 : 1100 —1106
|
| [34] | Mallat S G. IEEE Trans. Pattern Anal . Mach. Intell . , 1989 ,11 : 674 —693
|
| [35] | Alsberg B K, Woodward A M, Winson M K. Analyst , 1997 ,122 : 645 —652
|
| [36] | Chau F T, Gao J B , Shih T M, Wang J . Appl . Spectrosc. ,1997 , 51 : 649 —659
|
| [37] | Yoon J , Lee B , Han C H. Chemom. Intell . Lab. Syst . , 2002 ,64 : 1 —14
|
| [38] | Trygg J , Wold N K, Lars W. J . Chemom. , 2001 , 15 : 299 —319
|
| [39] | Jouan-Rimbaud D , Walczak B , Poppi R J . Anal . Chem. , 1997 ,69 : 4317 —4323
|
| [40] | Depczynskia U , Jettera K. Moltband K. Chemom. Intell . Lab.Syst . , 1999 , 47 : 179 —187
|
| [41] | Tan H W, Brown S D. J . Chemom. , 2003 , 17 : 111 —122
|
| [42] | Mittermary C R , Tan HW, Brown S D. Appl . Spectrosc. , 2001 ,55 : 827 —833
|
| [43] | Wold S , Antti H , Lindgren F. Chemom. Intell . Lab. Syst . ,1998 , 44 : 175 —185
|
| [44] | Westerhuis J A , De Jong S , Smilde A K. Chemom. Intell . Lab.Syst . , 2001 , 56 : 13 —25
|
| [45] | Andersson C A. Chemom. Intell . Lab. Syst . , 1999 , 47 : 51 —63
|
| [46] | Fernāndez-Pierna J A , Massart D L. Chemom. Intell . Lab.Syst . , 2001 , 55 : 101 —108
|
| [47] | Fearn T. Chemom. Intell . Lab. Syst . , 2000 , 50 : 47 —52
|
| [48] | Sjoblom J , Svensson O , Josefson M. Chemom. Intell . Lab.Syst . , 1998 , 44 : 229 —244
|
| [49] | Fearn T. J . Near Infrared Spectrosc. , 2001 , 9 : 229 —244
|
| [50] | Trygg J . J . Chemom. , 2002 , 16 : 283 —293
|
| [51] | Trygg J , Wold S. J . Chemom. , 2003 , 17 : 53 —64
|
| [52] | Xu L , Schechter I. Anal . Chem. , 1997 , 69 : 3722 —3730
|
| [53] | Faber N M. Anal . Chem. , 1999 , 71 : 557 —565
|
| [54] | Hansen P W. J . Chemom. , 2001 , 15 : 123 —131
|
| [55] | Ferre J , Brown S D. Appl . Spectrosc. , 2001 , 55 : 708 —714
|
| [56] | Wu W, Walczak B , Massart D L. Anal . Chim. Acta , 1995 ,315 : 243 —255
|
| [57] | 王艳斌(Wang Y B) , 袁洪福(Yuan H F) , 陆婉珍(Lu W Z) .润滑油(Lubricating Oil) , 2001 , 16 : 53 —56
|
| [58] | Ramadan Z, Song X H , Hopke P K. Anal . Chim. Acta , 2001 ,446 : 233 —244
|
| [59] | 姜能座(Jiang N Z) , 杨德辉( Yang D H) . 台湾海峡(Taiwan Strait) , 1996 , 15 (supplement) : 100 —103
|
| [60] | 齐小明(Qi X M) , 张录达(Zhang L D) . 北京农学院学报(J .Beijing Agriculture College) , 1999 , 14 : 45 —49
|
| [61] | Alsberg B K, Kell D B , Goodacre R. Anal . Chem. , 1998 , 70 :4126 —4133
|
| [62] | Lindgren F , Geladi P , Wold S. J . Chemom. , 1994 , 8 : 349 —363
|
| [63] | 蔡文生(Cai W S) , 邵学广(Shao X G) , 赵贵文(Zhao GW) ,张懋森( Zhang M S) . 分析化学(Chin. J . Anal . Chem. ) ,1997 , 25 : 231 —237
|
| [64] | 邓勃(Deng B) , 刘嘉(Liu J ) . 分析科学学报(Anal . Sci . Acta) , 1997 , 13 : 160 —168
|
| [65] | 章元(Zhang Y) , 朱尔一(Zhu E Y) , 庄峙厦(Zhuang S X) , 王小如(Wang X R) . 高等学校化学学报( Chem. J . Chin.Univ. ) , 1999 , 20 : 1371 —1375
|
| [66] | 何险峰( He X F) , 周家驹( Zhou J J ) . 化学进展( Prog.Chem. ) , 1998 , 10 : 312 —318
|
| [67] | Lucasius C B , Kateman G. Chemom. Intell . Lab. Syst . , 1993 ,19 : 1 —33
|
| [68] | Hibbert D B. Chemom. Intell . Lab. Syst . , 1993 , 19 : 277 —293
|
| [69] | [ 1 ] 陆婉珍, 袁洪福, 徐广通. 现代近红外光谱分析技术. 北京: 中国石化出版社, 2000
|
| [70] | [ 2 ] Kemeny G J . Handbook of Near-Infrared Analysis. Marcel Dekker Inc. , 2001
|
| [71] | [ 5 ] 梁逸曾. 白灰黑复杂多组分分析及其化学计量学算法. 湖南科技出版社, 1996
|
| [72] | [ 9 ] Seasholtz M B , Kowalski B R. J . Chemom. , 1992 , 6 : 103 —111
|
| [73] | Chen J Y, Iyo C , Teradab F. J . Near Infrared Spectrosc. , 2002 ,10 : 301 —307
|
| [74] | Dhanoa M S , Liste S J , Sandersona R. J . Near Infrared Spectrosc. , 1994 , 2 : 43 —47
|
| [75] | Helland I S , Naes T, Isaksson T. Chemom. Intell . Lab. Syst . ,1995 , 29 : 233 —241
|
| [76] | Martens H , Stark E. J . Pharmaceutical and Biomedical Analysis ,1991 , 9 : 625 —635
|
| [77] | Martens H , Pram N J , Balling E S. Anal . Chem. , 2003 , 75 :394 —404
|
| [78] | 鲍伦军(Bao L J ) , 莫金垣(Mo J H) , 唐祖英(Tang Z Y) . 化学学报(Acta Chim. Sinica) , 1997 , 55 : 907 —914
|
| [79] | Small G W, Arnold M A , Marquardt L A. Anal . Chem. , 1993 ,65 : 3279 —3289
|
| [80] | 王洪(Wang H) , 司圣柱(Si S Z) . 分析仪器(Analytical Instrument) , 1997 , 2 : 46 —49
|
| [81] | 何锡文(How X W) , 李鼎(Li D) . 分析化学(Chin. J . Anal .Chem. ) , 1994 , 22 : 94 —100
|
| [82] | McClure W F. Appl . Spectrosc. , 1988 , 38 : 322 —329
|
| [83] | Wu W, Walczak B , Penninckx W, Massart D L. Anal . Chim.Acta , 1996 , 331 : 75 —83
|
| [84] | Fearn T, Daviesb A M C. J . Near Infrared Spectrosc. , 2003 ,11 : 333 —339
|
| [85] | 高志明(Gao Z M) , 李井会(Li J H) , 高礼让( Gao L R) 等.化学进展(Prog. Chem. ) , 2000 , 12 : 179 —191
|
| [86] | 邵学广(Shao X G) , 庞春艳(Pang C Y) , 孙莉(Shun L) . 化学进展(Prog. Chem. ) , 2000 , 12 : 233 —244
|
| [87] | 秦侠(Qin X) , 沈兰荪(Shen L S) . 光谱学与光谱分析(Spectroscopy and Spectral Analysis) , 2000 , 20 : 892 —897
|
| [88] | 郭怀忠(Guo H Z) , 杨准(Yang Z) , 张尊建(Zhang Z J ) . 药学进展(Prog. Pharm. ) , 2000 , 1 : 5 —9
|
| [89] | Cai C S , Harrington P D B. J . Chem. Inf . Comput . Sci . , 1998 ,38 : 1161 —1170
|
| [90] | Bakshi B R. J . Chemom. , 1999 , 13 : 415 —434
|
| [91] | Walczak B , Massart D L. Chemom. Intell . Lab. Syst . , 1997 ,36 : 81 —94
|
| [92] | 邵学广(Shao X G) , 蔡文生(Cai W S) . 高等学校化学学报(Chem. J . Chin. Univ. ) , 1999 , 20 : 42 —46
|
| [93] | Barclay V J , Bonner R F , Hamilton I P. Anal . Chem. , 1997 ,69 : 78 —90
|
| [94] | 阎顺耕(Yan S G) , 谢秀娟(Xie X J ) . 分析化学(Chin. J .Anal . Chem. ) , 1998 , 26 : 34 —37
|
| [95] | Walczak B , van den Bogaert B , Massart D L. Anal . Chem. ,1996 , 68 : 1742 —1747
|
| [96] | Walczak B , Bouveressea E , Massart D L. Chemom. Intell . Lab.Syst . , 1997 , 36 : 41 —51
|
| [97] | Kalivas J H , Roberts N , Sutter J M. Anal . Chem. , 1989 , 61 :2024 —2030
|
| [98] | Norgaard L , Saudland A. Appl . Spectrosc. , 2000 , 54 : 413 —419
|
| [99] | Archibald D D , Akin D E. Vibrational Spectroscopy , 2000 , 23 :169 —180
|
| [100] | Jiang J H , Berry R J , Siesler H W. Anal . Chem. , 2002 , 74 :3555 —3565
|
| [101] | McShanea M J , Camerona B D , Cotéa G L. Appl . Spectrosc. ,1999 , 53 : 1575 —1581
|
| [102] | Araújo M C U , Saldanha T C B , Galv?o R K H. Chemom. Intell .Lab. Syst . , 2001 , 57 : 65 —73
|
| [103] | Gregory A B , Tracy P H , John H K. Chemom. Intell . Lab.Syst . , 1999 , 45 : 225 —239
|
| [104] | de Groot P J , Postma G J , Melssen W J . Appl . Spectrosc. ,2001 , 55 : 173 —181
|
| [105] | Blanco M, Coello J , Iturriaga H. Appl . Spectrosc. , 1997 , 51 :240 —246
|
| [106] | Bertran E , Blanco M, Maspoch S , Ortiz M C. Chemom. Intell .Lab. Syst . , 1999 , 49 : 215 —224
|
| [107] | Pravdova V , Walczak B , Massart DL. Anal . Chim. Acta , 2001 ,450 : 131 —141
|
| [108] | Stordrange L , Libnau F O , Malthe-S? renssen D. J . Chemom. ,2002 , 16 : 529 —541
|
| [109] | Swierenga H , Haanstra W G, de Weijer A P. Appl . Spectrosc. ,1998 , 52 : 7 —16
|
| [110] | Artursson T, Hagman A , Bjork S. Appl . Spectrosc. , 2000 , 54 :1222 —1230
|
| [111] | Eriksson L , Trygg J , Johansson E. Anal . Chim. Acta , 2000 ,420 : 181 —195
|
| [112] | Pizarro Consuelo , Esteban-Díez I , González-Sáiz J M. 11th International Conference on NIR , Córdoba , Spain , 2003. 4212
|
| [113] | Olsson , Ralf J O. 5th International Conference on NIR , New York , USA , 1992
|
| [114] | Fernández-Cabanás V M, Garrido-Varo A , Pérez-Marín M D.11th International Conference on NIR , Córdoba , Spain , 2003. 4210
|
| [115] | Fernández-Cabanás V M, Garrido-Varo A , Pérez-Marín M D.11th International Conference on NIR , Córdoba , Spain , 2003. 4211
|
| [116] | Park K S , Ko Y H , Lee H. Chemom. Intell . Lab. Syst . , 2001 ,55 : 53 —65
|
| [117] | Greensill C V , Wolfs P J , Spiegelman C H. Appl . Spectrosc. ,2001 , 55 : 647 —653
|
| [118] | Tian H W, Brown S D. J . Chemom. , 2001 , 15 : 647 —663
|
| [119] | Trygg J , Wold S. Chemom. Intell . Lab. Syst . , 1998 , 42 : 209 —220
|
| [120] | Jetter K, Depczynski U , Molt K, Niemê ller A. Anal . Chim. Acta , 2000 , 420 : 169 —180
|
| [121] | 李华北(Li H B) , 陈斌(Chen B) . 农业工程学报(Acta Agri .Engineer. Sinica) , 2000 , 16 : 114 —117
|
| [122] | 陈斌(Chen B) . 农业机械学报(Acta Agri . Machine Sinica) ,2001 , 32 : 84 —87
|
| [123] | Tan H W, Brown S D. J . Chemom. , 2002 , 16 : 228 —240
|
| [124] | Feudale R N , Tan H W, Brown S D. Chemom. Intell . Lab.Syst . , 2002 , 63 : 129 —138
|
| [125] | Li B B , Morris A J , Elaine B M. J . Chemom. , 2002 , 16 :556 —561
|
| [126] | Feudale R N , Woody N A. Chemom. Intell . Lab. Syst . , 2002 ,64 : 181 —192
|
| [127] | Geladi P , B? rring H , D? bakk E. J . Near Infrared Spectrosc. ,1999 , 7 : 251 —264
|
| [128] | Blanco M, Coello J , Montoliu I. Anal . Chim. Acta , 2001 , 434 :125 —132
|
| [129] | Bertran E , Iturriaga H , Maspoch S , Montoliu I. Anal . Chim.Acta , 2001 , 431 : 303 —311
|
| [130] | 褚小立(Chu X L) , 袁洪福(Yuan H F) , 王艳斌(Wang Y B) ,陆婉珍(Lu W Z) . 光谱学与光谱分析(Spectroscopy and Spectral Analysis) , 2004 , (accepted)
|
| [131] | The Unscrambler？ Accessory Pack for Spectroscopy. CAMO Technologies Inc. , USA , 2003
|
| [132] | Svensson O , Kourti T, Macgregor J F. J . Chemom. , 2002 , 16 :176 —188
|
| [133] | Trygg J , Wold S. J . Chemom. , 2002 , 16 : 119 —128
|
| [134] | Lorber A , Faber K, Kowalski B R. Anal . Chem. , 1997 , 69 :1620 —1626
|
| [135] | Faber N M. Anal . Chem. , 1998 , 70 : 5108 —5110
|
| [136] | Ferre J , Brown S D , Rius F X. J . Chemom. , 2001 , 15 : 537 —553
|
| [137] | Lorber A. Anal . Chem. , 1986 , 58 : 1167 —1172
|
| [138] | Faber N M. Anal . Chem. , 1998 , 70 : 2972 —2982
|
| [139] | Ferre J , Rius F X. Anal . Chem. , 1998 , 70 : 1999 —2007
|
| [140] | Goicoechea H C , Olivieri A C. Analyst , 1999 , 124 : 1999 —2007
|
| [141] | Boque R , Rius F X. Chemom. Intell . Lab. Syst . , 1996 , 32 :11 —23
|
| [142] | Boschettia C E , Olivieri A C. J . Near Infrared Spectrosc. , 2001 ,9 : 245 —254
|
| [143] | Goicoechea H C , Olivieri A C. Chemom. Intell . Lab. Syst . ,2002 , 63 : 129 —138
|
| [144] | Berger A J , Koo TW, Itzkan I , Feld MS. Anal . Chem. , 1998 ,70 : 623 —627
|
| [145] | 亓云鹏(Qi Y P) , 吴玉田(Wu Y T) , 李通化(Li T H) , 柴逸峰(Chai Y F) . 分析化学(Chin. J . Anal . Chem. ) , 2002 , 30 :401 —405
|
| [146] | Goicoechea H C , Olivieri A C. Anal . Chem. , 1999 , 71 : 4361 —4368
|
| [147] | Thomas E V , Haaland D M. Anal . Chem. , 1990 , 62 : 1091 —1099
|
| [148] | Thomas E V. Anal . Chem. , 1994 , 66 : 795A —804A
|
| [149] | 王芳(Wang F) , 陈达(Chen D) , 邵学广(Shao X G) . 烟草科技(Tobacco Tech. ) , 2002 , 5 : 23 —26
|
| [150] | 许禄. 化学计量学方法. 北京:科学出版社, 1995
|
| [151] | 齐小明(Qi X M) , 张录达(Zhang L D) . 北京农学院学报(J .Beijing Agriculture College) , 1999 , 14 : 47 —52
|
| [152] | Centner V , Massart D L , de Noord O E. Anal . Chem. , 1996 ,68 : 3851 —3858
|
| [153] | Koshoubu J , Iwata T, Minami S. Appl . Spectrosc. , 2000 , 54 :148 —152
|
| [154] | Osborne S D , Jordan R B. Analyst , 1997 , 122 : 1531 —1537
|
| [155] | Frank I E. Chemom. Intell . Lab. Syst . , 1987 , 1 : 233 —242
|
| [156] | 陈国良, 王煦法, 庄镇泉. 遗传算法及其应用. 北京: 人民邮电出版社, 1996
|
| [157] | 刘芳(Liu F) , 王俊德(Wang J D) . 光谱学与光谱分析(Spectroscopy and Spectral Analysis) , 2001 , 21 : 331 —335
|
| [158] | Leardi R. J . Chemom. , 2001 , 15 : 559 —569
|
| [159] | Ding Q , Small G W, Arnold M A. Anal . Chem. , 1998 , 70 :4472 —4479
|
| [160] | Bangalore A S , Shaffer R E , Small G W, Arnold M A. Anal .Chem. , 1996 , 68 : 4200 —4212
|
| [161] | Leardi R. Chemom. Intell . Lab. Syst . , 1998 , 41 : 195 —207
|
| [162] | Leardi R , Seasholtz M B , Pell R J . Anal . Chim. Acta , 2002 ,461 : 189 —200
|
| [163] | 褚小立(Chu X L) , 袁洪福(Yuan H F) , 王艳斌(Wang Y B) ,陆婉珍(Lu W Z) . 分析化学(Chin. J . Anal . Chem. ) , 2001 ,29 : 437 —442
|
| [164] | 王宏(Wang H) , 李庆波(Li Q B) , 刘则毅(Liu Z Y) . 分析化学(Chin. J . Anal . Chem. ) , 2002 , 30 : 779 —783
|
| [165] | van den Broke W, Wienke D , Melssen WJ . Appl . Spectrosc. ,1997 , 51 : 1210 —1217
|
| [166] | Mosley M, Williams R. Appl . Spectrosc. , 1998 , 52 : 1197 —1202
|
| [167] | Ozdemir D , Mosley M, Williams R. Appl . Spectrosc. , 1998 ,52 : 1203 —1209
|
| [168] | Ding Q , Boyd B L , Small G W. Appl . Spectrosc. , 2000 , 54 :1047 —1054
|
| [169] | Depczynski U , Jetter K, Molt K, Niemê ller A. Chemom. Intell .Lab. Syst . , 1999 , 47 : 179 —187
|
| [170] | Guchardi R , da Costa Filho P A , Poppi R J . J . Near Infrared Spectrosc. , 1998 , 6 (1/4) : 333 —339
|
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