Qualitative and quantitative analysis of wood samples by Fourier transform infrared spectroscopy and multivariate analysis

傅里叶变换红外光谱 半纤维素 木质素 纤维素 化学 偏最小二乘回归 化学计量学 分析化学(期刊) 光谱学 主成分分析 红外光谱学 数学 色谱法 有机化学 化学工程 统计 工程类 物理 量子力学
作者
Huilun Chen,C. Ferrari,Marco Angiuli,Jun Yao,Costantino Raspi,Emilia Bramanti
出处
期刊:Carbohydrate Polymers [Elsevier BV]
卷期号:82 (3): 772-778 被引量:347
标识
DOI:10.1016/j.carbpol.2010.05.052
摘要

Fourier transform infrared (FTIR) spectroscopy, in combination with multivariate analysis, enable the analysis of wood samples without time-consuming sample preparation. The aim of our work was to analysis the wood samples qualitatively and quantitatively by FTIR spectroscopy. A Van Soest method to determine the lignin, cellulose and hemicellulose content, was used as reference method. Multivariate calibration was performed based on first derivative of the FTIR spectra in the wave number range from 1900 to 800 cm−1, using principal component analysis (PCA), hierarchical cluster analysis (HCA) and partial least-squares (PLS) chemometric methods. Multivariate calibration models for FTIR spectroscopy have been developed. Using PCA and HCA approach, wood samples were classified as softwoods and hardwoods while wood samples with and without treatments were labeled as wood, neutral detergent solution fiber (NDSF), acid detergent solution fiber (ADSF) and strong acid solution fiber (SASF). Furthermore, PLS regression method was applied to correlate lignin, cellulose and hemicellulose contents in wood samples with the FTIR spectral data. The models’ refinement procedure and validation was performed by cross-validation. Although a wide range of input parameters (i.e., various wood species) was used, highly satisfactory results were obtained with the root-mean-square errors for the contents of lignin, cellulose and hemicellulose are 1.51, 0.96 and 0.62%, respectively. This study showed that FTIR spectra have the potential to be an important source of information for a quick evaluation of the chemical composition of wood samples.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
xiaoyi完成签到 ,获得积分10
2秒前
高贵曼柔发布了新的文献求助10
2秒前
奋斗人雄完成签到,获得积分0
2秒前
奋斗若风完成签到,获得积分10
3秒前
lmr完成签到,获得积分10
3秒前
华仔应助王者采纳,获得10
3秒前
,,完成签到,获得积分10
3秒前
ShengjuChen完成签到 ,获得积分10
4秒前
英姑应助小木子采纳,获得10
5秒前
FashionBoy应助vanliu采纳,获得10
5秒前
老猫头鹰完成签到,获得积分10
8秒前
glaciersu完成签到,获得积分0
8秒前
向前完成签到,获得积分10
9秒前
帅气谷丝完成签到,获得积分10
9秒前
9秒前
11秒前
王乐发布了新的文献求助20
11秒前
hangyuyao完成签到,获得积分10
12秒前
小新完成签到 ,获得积分10
13秒前
opq2001完成签到,获得积分10
13秒前
宇麦达发布了新的文献求助10
14秒前
Aimee完成签到 ,获得积分10
15秒前
嵩嵩常安完成签到 ,获得积分10
17秒前
VelesAlexei完成签到,获得积分10
18秒前
是个宝耶完成签到 ,获得积分10
19秒前
19秒前
shrimp5215完成签到,获得积分10
20秒前
FJ完成签到,获得积分10
20秒前
言非离完成签到,获得积分10
20秒前
zxy14完成签到,获得积分10
21秒前
21秒前
lixiaoya完成签到,获得积分10
22秒前
001完成签到,获得积分10
22秒前
seawolf168完成签到,获得积分10
23秒前
刘欣完成签到,获得积分10
23秒前
23秒前
哦哦完成签到,获得积分10
23秒前
默默小馒头完成签到 ,获得积分10
24秒前
二月兰完成签到 ,获得积分10
24秒前
小丽完成签到,获得积分10
24秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Les Mantodea de Guyane Insecta, Polyneoptera 2000
Leading Academic-Practice Partnerships in Nursing and Healthcare: A Paradigm for Change 800
Signals, Systems, and Signal Processing 610
Research Methods for Business: A Skill Building Approach, 9th Edition 500
Research Methods for Applied Linguistics 500
Picture Books with Same-sex Parented Families Unintentional Censorship 444
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 物理 内科学 复合材料 催化作用 物理化学 光电子学 电极 细胞生物学 基因 无机化学
热门帖子
关注 科研通微信公众号,转发送积分 6414035
求助须知:如何正确求助?哪些是违规求助? 8232736
关于积分的说明 17477024
捐赠科研通 5466761
什么是DOI,文献DOI怎么找? 2888516
邀请新用户注册赠送积分活动 1865364
关于科研通互助平台的介绍 1703234