Non-destructive evaluation of strength and stiffness of Eucalyptus pellita. A comparison of near infrared spectroscopy and acoustic wave velocity assessment

IF 1.6 4区 化学 Q3 CHEMISTRY, APPLIED Journal of Near Infrared Spectroscopy Pub Date : 2022-09-06 DOI:10.1177/09670335221117301
Y. Japarudin, R. Meder, M. Lapammu, A. Alwi, Mark Brown
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Abstract

Tree improvement programmes benefit from measured data for multiple phenotypes in order to potentially gain maximum genetic leverage for selection. Diameter at breast height, tree height and tree form have traditionally dominated the measured phenotype due to their ease of measurement, and the fact that logs are traded by volume. More complex traits, including those that potentially offer economic benefit in terms of quality and end-product performance such as strength and stiffness, are more difficult to measure in standing trees and are frequently overlooked. These traits are therefore in need of rapid methods of assessment. Tree improvement of Eucalyptus pellita in Malaysian Borneo for solid wood and veneer product utilisation is one such example of where selection for improved stiffness is desirable. Genetic trials of E. pellita were assessed using acoustic velocity measurements at several intervention points, including the standing tree, fallen stem, logs and boards, along with near infrared spectroscopic measurement of the final test samples. Calibrations were developed for modulus of elasticity (MOE), modulus of rupture (MOR) and compression parallel to the grain, using reference values obtained from 3-point bending of small clearwood test samples obtained from the trees following felling and sawing to ensure back-to-log recovery of the test sample location. Dynamic MOE calculated from the standing tree acoustic velocity showed good correlation with the mean MOE from static bending for the wood in the butt log, representing the location where standing tree acoustic velocity measurements were obtained. The Savitzky-Golay second derivative pre-treatment yields the best performing calibration for the microNIR and MPA on ground wood for MOE (R2Cal = 0.76, r2CV = 0.80, r2Pred = 0.46, RMSEC and RMSECV = 1.4 GPa, RMSEP = 2.3 GPa, LV = 3) for the microNIR and R2Cal = 0.98, r2CV and r2Pred = 0.70, RMSEC = 0.5 GPa, RMSECV and RMSEP =1.5 GPa, LV = 4 for the MPA.
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白桉强度和刚度的无损评价。近红外光谱与声波速度评估的比较
树木改良计划受益于多种表型的测量数据,以潜在地获得最大的遗传杠杆进行选择。由于其易于测量,以及原木按体积交易的事实,乳高直径、树高和树形传统上在测量表型中占主导地位。更复杂的特征,包括那些在质量和最终产品性能(如强度和刚度)方面可能带来经济效益的特征,更难在直立树上测量,并且经常被忽视。因此,这些特征需要快速的评估方法。马来西亚婆罗洲pellita桉树的树木改良,用于实木和单板产品的使用,就是一个需要选择提高刚度的例子。利用几个干预点的声速测量,包括直立树、倒下的树干、原木和木板,以及最终测试样品的近红外光谱测量,对E.pellita的遗传试验进行了评估。使用从砍伐和锯切后的树木上获得的小透明木材试样的三点弯曲获得的参考值,对弹性模量(MOE)、断裂模量(MOR)和平行于颗粒的压缩进行了校准,以确保试样位置的恢复。根据立木声速计算的动态MOE与对接原木中木材静态弯曲的平均MOE具有良好的相关性,代表了获得立木声速测量值的位置。Savitzky Golay二阶导数预处理产生了对磨木MOE的微小NIR和MPA性能最好的校准(R2Cal=0.76,r2CV=0.80,r2Pred=0.46,RMSEC和RMSECV=1.4GPa,RMSEP=2.3GPa,LV=3),用于微小NIR,R2Cal=0.98,r2CV和r2Pred=0.70,RMSEC=0.5GPa,RMSECV和RMSEP=1.5GPa,LV=4用于MPA。
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来源期刊
CiteScore
3.30
自引率
5.60%
发文量
35
审稿时长
6 months
期刊介绍: JNIRS — Journal of Near Infrared Spectroscopy is a peer reviewed journal, publishing original research papers, short communications, review articles and letters concerned with near infrared spectroscopy and technology, its application, new instrumentation and the use of chemometric and data handling techniques within NIR.
期刊最新文献
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