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近红外光谱法测定毛竹综纤维素的含量研究 - ICBR

近红外光谱法测定毛竹综纤维素的含量研究 - ICBR

近红外光谱法测定毛竹综纤维素的含量研究 - ICBR

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271<br />

20072<br />

<br />

Chem istry and Industry of Forest Products<br />

Vol. 27 No. 1<br />

Feb. 2007<br />

<br />

1 , 13 , 2 , 1<br />

(1. , 100091; 2. , 100102)<br />

: (N IR) <br />

54,,<br />

25,5441,<br />

J IANG Ze2hui10111675 nm19302488 nm,( PLS1)<br />

,,<br />

(R P<br />

)0. 95,( SEP)0. 76 %<br />

: ;;;<br />

: TQ91: A: 0253 - 2417 (2007) 01 - 0015 - 04<br />

Study on Determination of Holocellulose Content of Bamboo by<br />

Near2infrared Reflectance Spectroscopy<br />

J IANG Ze2hui 1 , L I Gai2yun 1 , WANG Ge 2 , HUANG An2m in 1<br />

(1. Research Institute ofWood Industry, CAF, Beijing 100091, China;<br />

2. International Center for Bamboo and Rattan, Beijing 100102, China)<br />

Abstract: A rap id determ ination of holocellulose content of bamboo ( Phyllestachys heterocycla (Carr. )M itford cv. pubescens) has<br />

been developed by near2infrared reflectance spectroscopy (N IR) coup led by multivariate statistical analysis technique.<br />

The holo2<br />

cellulose contents of 54 samp les were analyzed with traditional wet chem ical technique, the spectra of which were collected by<br />

N IR. After the spectra were converted to the second derivative spectra with a gap of 25 nm, the p rediction model for the holocel2<br />

lulose content of bamboo samp les was established using partial least2square regression ( PLS1 ) and full cross validation in the<br />

range of 1011 - 1675 nm and 1930 - 2488 nm.<br />

obtained from traditional chem ical method.<br />

( SEP) is 0. 76 %.<br />

H igh correlations were obtained between the p redicted N IR results and those<br />

The correlation coefficient of p rediction model is 0. 95 and standard error of p rediction<br />

Key words: Phyllestachys heterocycla (Carr. )M itford cv. pubescens; holocellulose; near2infrared reflectance spectroscopy; PLS1<br />

2000 cm - 1 ,<br />

CH OH NH SH PH <br />

,,,<br />

,,,<br />

[ 1 ] <br />

,, - 1, 4<br />

, [ 2 ] ,<br />

CHOH<br />

,-,<br />

: 2006 - 06 - 26<br />

:948N IR (2003 - 04 - 27)<br />

:(1938 - ) ,,,,, <br />

3 :,,,; E2ma il: ligy@ forestry. ac. cn


16<br />

27<br />

,23 d,,, <br />

,( Euca lyptus g lobulus L. )<br />

( E. nitens) ( P inus taeda L. ) <br />

3(L arix sp. ) [ 3- 6 ] <br />

, [ 7 ] <br />

<br />

,<br />

, <br />

<br />

1<br />

1. 1<br />

:( Phyllestachys heterocycla ( Carr. ) M itford cv.<br />

pubescens)<br />

2 463,0. 52. 5 m4. 56. 5 m,, <br />

3, ,0. 45 mm 0. 30 mm ,<br />

, :(74. 6 % ) ,; <br />

<br />

: LabSpec R<br />

Pro,: 3502500 nm ,512PDA; <br />

: 1. 4 nm (3501050 nm) , 2 nm (10002500 nm ) ;: 3 nm ( 700 nm )10 nm ( 1400 nm,<br />

2100 nm) ,ASD<br />

1. 2<br />

GB /T 2677. 10 - 1995 ,<br />

<br />

1. 3N IR<br />

(20 2 ),<br />

2ASDIndico<br />

,( 350<br />

2500 nm),30,3<br />

1. 4<br />

,CAMO <br />

Unscrambler3<br />

,<br />

,,,<br />

2<br />

2. 1<br />

,,<br />

,,154 <br />

,,,<br />

3,, 4<br />

, 6 3,<br />

,,,<br />

,0. 52. 5 m4. 56. 5 m ,<br />

0. 52. 5 m4. 56. 5 m,


1 ,: 17<br />

,<br />

[ 1 ] 541 GB /T<br />

2677. 10 - 1995,, 540. 17,<br />

<br />

<br />

samp les<br />

1<br />

Table 1Analytical results of holocellulose contents for the 54 samp les<br />

<br />

number<br />

/ %<br />

mean<br />

/%<br />

standard deviation ( SD) m in.<br />

/%<br />

max.<br />

SD<br />

mean SD for parallel<br />

experiments<br />

22 years old 18 66. 55 2. 68 60. 36 70. 49 0. 17<br />

44 years old 18 67. 48 1. 42 64. 93 69. 74 0. 17<br />

66 years old 18 66. 03 2. 79 59. 68 68. 79 0. 18<br />

outer part 18 68. 34 0. 78 66. 77 70. 02 0. 14<br />

m iddle part 18 66. 94 2. 12 63. 01 70. 49 0. 23<br />

inner part 18 64. 78 2. 49 59. 68 68. 30 0. 15<br />

0. 52. 5 m 27 66. 12 2. 98 59. 68 70. 49 0. 19<br />

4. 56. 5 m 27 67. 25 1. 51 62. 26 69. 07 0. 16<br />

total 54 66. 69 2. 41 59. 68 70. 49 0. 17<br />

2. 2<br />

154 <br />

,, ,<br />

<br />

, <br />

, [ 1 ] ,<br />

25,,,<br />

, <br />

2. 3<br />

3501010 nm,(1) <br />

(2 3) ,,1676 <br />

1880 nm,,,,<br />

1923 nm,,16761929 nm <br />

, (24892500 nm ) ,,<br />

3501010 nm , 16761929 nm24892500 nm


18<br />

27<br />

,10111675 nm19302488 nm,,<br />

<br />

,<br />

<br />

, [ 1 ] <br />

,<br />

54,<br />

,41<br />

<br />

,6,<br />

(R P )0. 95,<br />

( SEP)0. 76 %<br />

3 <br />

354<br />

<br />

Fig. 3 Regression coefficients between holocellulose contents<br />

and the second derivative spectral data of 54 powdered<br />

<br />

bamboo samp les<br />

25,54<br />

41,,<br />

,,<br />

:<br />

[ 1 ]. [M ]. :, 2005: 9, 98- 103, 122.<br />

[ 2 ]. [M ]. :, 2001: 163, 214.<br />

[ 3 ] KELLEY S S, R IALS T G, SNELL R, et al. U se of near infrared spectroscopy to measure the chem ical and mechanical p roperties of solid<br />

wood [ J ]. Wood Science and Technology, 2004, 38 (4) : 257.<br />

[ 4 ] SCH IMLECK L R, WR IGHT P J, M ICHELL A J, et al. Near2infrared spectra and chem ical compositions of E. globules and E. nitens p lanta2<br />

tion woods [ J ]. App ita Journal, 1997, 50 (1) : 40- 46.<br />

[ 5 ] YAMADA T, YEH T F, CHANG H M, et al. Rap id analysis of transgenic trees using transm ittance near2infrared spectroscopy (N IR) [ J ].<br />

Holzforschung, 2006, 60 (1) : 24- 28.<br />

[ 6 ] GIERL INGER N, SCHWANN INGER M, H INTERSTO ISSER B, et al. Rap id determ ination of heartwood extractives in Larix sp. by means of<br />

Fourier transform near infrared spectroscopy [ J ]. Journal of Near Infrared Spectroscopy, 2002, 10 (3) : 203- 214.<br />

[ 7 ],,,. X[ J ]. , 2006, 26 ( 7) : 1230-<br />

1233.<br />

<br />

<br />

1981,,<br />

,,,<br />

,, ,<br />

, 2007,,<br />

15. 00,90. 00, ,<br />

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