Chemical imaging to reveal the resin distribution in impregnation- treated wood at different spatial scales

被引:6
作者
Altgen, Michael [1 ,2 ]
Awais, Muhammad [1 ]
Altgen, Daniela [1 ]
Kluppel, Andre [3 ]
Koch, Gerald [4 ]
Makela, Mikko [5 ]
Olbrich, Andrea [4 ]
Rautkari, Lauri [1 ]
机构
[1] Aalto Univ, Sch Chem Engn, Dept Bioprod & Biosyst, POB 16300, Aalto 00076, Finland
[2] Univ Hamburg, Inst Wood Sci, Dept Biol, Leuschnerstr 91c, D-21031 Hamburg, Germany
[3] Georg August Univ Gottingen, Fac Forest Sci & Forest Ecol, Wood Biol & Wood Prod, Busgenweg 4, D-37077 Gottingen, Germany
[4] Thunen Inst Wood Res, Leuschnerstr 91c, D-21031 Hamburg, Germany
[5] VTT Tech Res Ctr Finland Ltd, POB 1000, Espoo 02044, Finland
关键词
Hyperspectral near-infrared (NIR) imaging; Multivariate image analysis; Phenol formaldehyde resin; Ultraviolet (UV) microspectrophotometry; Wood modification; CELLULAR-LEVEL DISTRIBUTIONS; HEARTWOOD; NIR; PRESERVATIVES; EXTRACTIVES; SPECTRA; PLANT;
D O I
10.1016/j.matdes.2022.111481
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
An inhomogeneous chemical distribution can be problematic in many biomaterial applications, including wood impregnation. Since wood is a hierarchically structured material, the chemical distribution must be considered on different length scales. Here, a combination of imaging methods revealed the distribution of phenol-formaldehyde resin in impregnation-treated European beech wood within the scale of several millimeters or larger (macroscopic) and the micron scale (cellular level). The macroscopic resin distribu-tion was quantified by hyperspectral near-infrared (NIR) image regression. A partial least square regres-sion model accurately predicted the resin content in the range of 0-30 % with average prediction errors of <= 0.93 % for calibration and the test set. The cellular resin distribution was investigated by mapping the UV absorbance in selected regions of interest at high lateral resolution using UV microspectrophotometry (UMSP). The application of both imaging techniques to board sections revealed a process-dependent resin distribution. NIR image regression quantified the drying-induced migration of resin toward the board surfaces. UMSP measurements in selected regions revealed that this resin migration also affected the resin distribution across cell walls. Overall, the results demonstrate the potential of combining chemical imaging techniques to quantify process-dependent heterogeneity and to develop efficient treatments for wood and other biomaterials.(c) 2022 The Authors. Published by Elsevier Ltd. This is an open access article under the CC BY license (http:// creativecommons.org/licenses/by/4.0/).
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页数:12
相关论文
共 53 条
[1]   Effect of curing conditions on the water vapor sorption behavior of melamine formaldehyde resin and resin-modified wood [J].
Altgen, Michael ;
Altgen, Daniela ;
Klueppel, Andre ;
Rautkari, Lauri .
JOURNAL OF MATERIALS SCIENCE, 2020, 55 (25) :11253-11266
[2]   Distribution and curing reactions of melamine formaldehyde resin in cells of impregnation-modified wood [J].
Altgen, Michael ;
Awais, Muhammad ;
Altgen, Daniela ;
Klueppel, Andre ;
Maekelae, Mikko ;
Rautkari, Lauri .
SCIENTIFIC REPORTS, 2020, 10 (01) :3366
[3]   A comparison of nine PLS1 algorithms [J].
Andersson, Martin .
JOURNAL OF CHEMOMETRICS, 2009, 23 (9-10) :518-529
[4]  
[Anonymous], 2008, SNV
[5]   Quantitative prediction of moisture content distribution in acetylated wood using near-infrared hyperspectral imaging [J].
Awais, Muhammad ;
Altgen, Michael ;
Makela, Mikko ;
Belt, Tiina ;
Rautkari, Lauri .
JOURNAL OF MATERIALS SCIENCE, 2022, 57 (05) :3416-3429
[6]   Hyperspectral Near-Infrared Image Assessment of Surface-Acetylated Solid Wood [J].
Awais, Muhammad ;
Altgen, Michael ;
Makela, Mikko ;
Altgen, Daniela ;
Rautkari, Lauri .
ACS APPLIED BIO MATERIALS, 2020, 3 (08) :5223-5232
[7]   Water uptake and wetting behaviour of furfurylated, N-methylol melamine modified and heat-treated wood [J].
Bastani, Alireza ;
Adamopoulos, Stergios ;
Militz, Holger .
EUROPEAN JOURNAL OF WOOD AND WOOD PRODUCTS, 2015, 73 (05) :627-634
[8]   Spectra-structure correlations in NIR region: Spectroscopic and anharmonic DFT study of n-hexanol, cyclohexanol and phenol [J].
Bec, Krzysztof B. ;
Grabska, Justyna ;
Czarnecki, Miroslaw A. .
SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2018, 197 :176-184
[9]   Extractive concentrations and cellular-level distributions change radially from outer to inner heartwood in Scots pine [J].
Belt, Tiina ;
Venalainen, Martti ;
Altgen, Michael ;
Harju, Anni ;
Rautkari, Lauri .
TREE PHYSIOLOGY, 2021, 41 (06) :1034-1045
[10]   Cellular level distributions of Scots pine heartwood and knot heartwood extractives revealed by Raman spectroscopy imaging [J].
Belt, Tiina ;
Keplinger, Tobias ;
Hanninen, Tuomas ;
Rautkari, Lauri .
INDUSTRIAL CROPS AND PRODUCTS, 2017, 108 :327-335