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Shear strength and stiffness of glued-laminated timber made from European ash (Fraxinus excelsior L.) 欧洲灰蜡胶合层合木材的抗剪强度和刚度
IF 2.5 3区 农林科学 Q1 FORESTRY Pub Date : 2025-08-13 DOI: 10.1007/s00107-025-02296-y
Pedro Palma, René Steiger, Thomas Strahm, Ernst Gehri

The influence of size effects on the shear strength and stiffness of glued-laminated timber (GLT) made from European ash (Fraxinus excelsior L.) was assessed based on a comprehensive experimental campaign. The experiments were performed on full-scale GLT beams with rectangular cross-sections width × height = b × h = 120 × 480-800 mm2, shear lengths Lv = 720-1500 mm, and ratios between the shear length Lv and the beam height h, i.e. α = Lv/h = 1.2-2.5. The influence of the test configuration (3-point bending and asymmetric 4-point bending) was also assessed. The obtained shear strengths of European ash GLT had mean values fv, mean = 10.2 N·mm-2 (coefficient of variation CoVfv = 14%) and 12.2 N·mm-2 (CoVfv = 15%), for the 3-point and asymmetric 4-point bending test configurations, respectively. The shear strength showed some size dependency, with an exponent 1/m = 0.2 0.4 for a strength modification factor (600/h)1/m as a function of the beam height h. The shear modulus showed no size dependency and the obtained mean values were Gmean = 1162 N∙mm-2 (CoVG = 6%) and 1120 N∙mm-2 (CoVG = 6%), for the 3-point and asymmetric 4-point bending tests, respectively.

通过综合试验,研究了尺寸效应对欧洲白蜡木胶合层材(GLT)抗剪强度和刚度的影响。实验采用矩形截面宽×高= b × h = 120 × 480 ~ 800 mm2,剪切长度Lv = 720 ~ 1500 mm,剪切长度Lv与梁高h之比α = Lv/h = 1.2 ~ 2.5的全尺寸GLT梁。还评估了试验配置(3点弯曲和非对称4点弯曲)的影响。在3点弯曲和非对称4点弯曲试验配置下,得到的欧洲灰分GLT抗剪强度均值分别为fv、均值= 10.2 N·mm-2(变异系数CoVfv = 14%)和12.2 N·mm-2(变异系数CoVfv = 15%)。抗剪强度表现出一定的尺寸依赖性,强度修正因子(600/h)的指数为1/m = 0.2 / 0.4,梁高h的函数为1/m。剪切模量不表现出尺寸依赖性,3点和非对称4点弯曲试验的平均值分别为Gmean = 1162 N∙mm-2 (CoVG = 6%)和1120 N∙mm-2 (CoVG = 6%)。
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引用次数: 0
Eco-friendly laminates for extreme environments: potential for application in high durability structures 用于极端环境的环保层压板:在高耐久性结构中的应用潜力
IF 2.5 3区 农林科学 Q1 FORESTRY Pub Date : 2025-08-06 DOI: 10.1007/s00107-025-02304-1
Larissa Queiroz Minillo, Ávila Ferreira de Sousa, Matheus de Paula Goularte, Rafael Beltrame, Darci Alberto Gatto, Rui André Maggi dos Anjos, Andrey Pereira Acosta

The durability of hybrid composites under environmental and biological stresses is a significant challenge for sustainable structural materials. This study assessed vacuum-infused hybrid composites made of Pinus elliottii veneers, unidirectional jute fabrics, fiberglass mats, and an unsaturated isophthalic polyester matrix. Manufactured via the Vacuum Infusion Process (VIP), composites with varied stacking sequences were tested against fungal decay and accelerated weathering. Decay tests using Trametes versicolor involved 16 weeks of incubation, monitoring mass loss weekly. Accelerated weathering in a QUV chamber exposed samples to cycles of UV radiation, simulated rain, and moisture for 15 weeks, with weekly evaluations including mass loss, colorimetric analysis (CIELab), and FTIR spectroscopy. Fiberglass-faced composites demonstrated superior T. versicolor resistance, with minimal mass loss due to protective polyester and fiberglass layers. Conversely, wood-faced composites were more vulnerable, showing greater mass loss and chromatic changes. Weathering caused significant reductions in chromatic parameters (a* and b*), especially in wood-faced composites, due to lignocellulosic degradation. FTIR analysis revealed carbonyl and ether bond breakdown in the polyester matrix, with more pronounced degradation in hydrophilic jute-layered composites. These results underscore the potential of hybrid composites as durable, sustainable materials for extreme environments, with tailored configurations enhancing resistance to environmental and biological stresses.

混杂复合材料在环境和生物应力下的耐久性是可持续结构材料面临的重大挑战。这项研究评估了由湿地松贴面、单向黄麻织物、玻璃纤维垫和不饱和间苯二甲酸聚酯基体制成的真空注入混合复合材料。通过真空灌注工艺(VIP)制造,不同堆叠顺序的复合材料进行了真菌腐烂和加速风化的测试。用彩曲霉进行的腐烂试验涉及16周的孵育,每周监测质量损失。在QUV室内加速风化,将样品暴露在紫外线辐射、模拟降雨和水分循环中15周,每周评估包括质量损失、比色分析(CIELab)和FTIR光谱。玻璃纤维表面复合材料表现出优异的抗变色性能,由于具有保护性聚酯和玻璃纤维层,其质量损失最小。相反,木面复合材料更脆弱,表现出更大的质量损失和颜色变化。由于木质纤维素降解,风化导致颜色参数(a*和b*)显著降低,特别是在木质复合材料中。红外光谱分析显示,羰基和醚键在聚酯基体中被破坏,亲水黄麻层状复合材料的降解更为明显。这些结果强调了混合复合材料作为极端环境中耐用、可持续材料的潜力,其定制配置增强了对环境和生物压力的抵抗力。
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引用次数: 0
Some elasto-mechanical properties of black locust laminated veneer lumber under dry and wet conditions 刺槐胶合板在干燥和潮湿条件下的弹性力学性能
IF 2.5 3区 农林科学 Q1 FORESTRY Pub Date : 2025-08-06 DOI: 10.1007/s00107-025-02300-5
Sebastian Hirschmüller, Samuel Blumer

Black locust (Robinia pseudoacacia L.) has great potential for weathered exterior applications due to its natural durability and density. In particular, the narrow sapwood range and the crooked trunk areas with strong fiber inclination make the production of veneer lumber from shorter logs very interesting, except for logs with a tension back. This paper describes selected elasto-mechanical properties of robinia laminated veneer lumber, tested in a climate of 20 °C and 60% relative humidity and at the fiber saturation point. In particular the Young’s modulus (EL, ER, ET) in tension, the Poisson’s ratios (µLT, µTR, µLR), and the strengths (σL, σR, σT). were determined experimentally by tensile tests, and the lateral strain coefficients µTL, µRT, and µRL were calculated from these values. The results show a significant decrease in Young’s modulus and modulus of rupture with increasing wood moisture content in the longitudinal, radial, and tangential directions. There was no notable dependence of the lateral strain coefficients on moisture content. Additionally, no significant correlations were observed between the investigated properties and gross density, nor between Young’s modulus and tensile strength. Unlike Young’s modulus and tensile strength, the lateral strain coefficients showed no clear trend with increasing wood moisture content. The strain coefficients are in good agreement with literature values, but further research with larger samples and different material sources is needed to complete the engineering constants. In addition, characteristic values of component size and material durability are of interest for future development.

刺槐(Robinia pseudoacacia L.)由于其天然的耐久性和密度,具有很大的风化外墙应用潜力。特别是边材范围窄,树干弯曲,纤维倾斜强,这使得用较短的原木生产贴面木材非常有趣,除了有张力的原木。本文介绍了在20℃、60%的相对湿度和纤维饱和点条件下,对柞木复合单板木材的弹性力学性能进行了测试。特别是张力下的杨氏模量(EL, ER, ET),泊松比(µLT,µTR,µLR)和强度(σL, σR, σT)。通过拉伸试验实验确定,并以此值计算侧向应变系数µTL、µRT和µRL。结果表明,随着木材含水率在纵向、径向和切向上的增加,杨氏模量和断裂模量显著降低。侧向应变系数对含水率的影响不显著。此外,所研究的性能和总密度之间没有显著的相关性,杨氏模量和抗拉强度之间也没有显著的相关性。与杨氏模量和抗拉强度不同,横向应变系数随木材含水率的增加没有明显的变化趋势。应变系数与文献值吻合较好,但需要进一步研究更大样本和不同材料来源的工程常数。此外,部件尺寸和材料耐久性的特征值是未来发展的兴趣。
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引用次数: 0
Physical and morphological characterization of eucalyptus wood (Eucalyptus camaldulensis Dehnh.) from seaside windbreaks belts in Central Italy 意大利中部海边防风林桉树木材的物理和形态特征
IF 2.5 3区 农林科学 Q1 FORESTRY Pub Date : 2025-08-06 DOI: 10.1007/s00107-025-02299-9
Swati Tamantini, Alessandra Peruzzo, Sara Bergamasco, Jasmina Jusic, Oluwasegun Peter Akinfolahan, Luca Scarnati, Manuela Romagnoli

In the 1950s and 1960s, Eucalyptus camaldulensis trees were planted in the Lazio region (Central Italy) as windbreaks to protect crops. Nowadays, a maintenance plan has been implemented to manage these windbreak systems, resulting in a significant quantity of wood, currently used almost exclusively as biomass for energy. This study aims to explore the potential of this material for higher-value applications in industries beyond energy production. To this end, we conducted a classical technological characterization to establish preliminary knowledge of the physical, mechanical, and anatomical properties of E. camaldulensis specimens obtained from the management of windbreak belts in Tarquinia (Central Italy). The assessment considered radial and axial variations and compared the results with those of other Eucalyptus species to evaluate possible industrial uses. Physical characterisation included density, basic density, and radial, tangential, and volumetric shrinkages. Mechanical tests measured axial compression strength, bending strength, and hardness. Anatomical analysis examined fibre dimensions (length and diameter) and the proportions of heartwood, sapwood, and bark. The average density was 734 kg/m3 (12% MC) and the basic density was approximately 620 kg/m3. In general, the density seemed to increase with the increasing distance from the ground. Radial and tangential shrinkage were 5.6% and 8.7%, respectively; compression strength averaged 49.4 ± 7.9 MPa, bending strength 84.5 ± 22.8 MPa and hardness 30 MPa. Fibres length and diameter averaged 886 µm and 19 µm, respectively. A decrease in fibre diameter was observed with increasing distance from the ground, coupled with an increase in slenderness ratio. These characteristics suggest the feasibility of an alternative cascade use of the material, highlighting its potential applications beyond energy production.

在20世纪50年代和60年代,桉树被种植在拉齐奥地区(意大利中部)作为防风林来保护农作物。如今,已经实施了一项维护计划来管理这些防风林系统,从而产生了大量的木材,目前几乎完全用作生物质能源。这项研究旨在探索这种材料在能源生产以外的行业中更高价值应用的潜力。为此,我们进行了经典的技术表征,以建立从Tarquinia(意大利中部)防风带管理中获得的camaldulensis标本的物理、力学和解剖学特性的初步知识。评估考虑了径向和轴向变化,并与其他桉树物种的结果进行了比较,以评估可能的工业用途。物理表征包括密度、基本密度、径向、切向和体积收缩。机械试验测量轴向抗压强度、弯曲强度和硬度。解剖分析检查了纤维的尺寸(长度和直径)以及心材、边材和树皮的比例。平均密度为734 kg/m3 (12% MC),基本密度约为620 kg/m3。总的来说,密度似乎随着离地面距离的增加而增加。径向和切向收缩分别为5.6%和8.7%;抗压强度平均49.4±7.9 MPa,抗弯强度平均84.5±22.8 MPa,硬度平均30 MPa。纤维长度和直径平均分别为886µm和19µm。随着离地距离的增加,纤维直径减小,长细比增加。这些特征表明,这种材料的替代级联使用是可行的,突出了它在能源生产之外的潜在应用。
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引用次数: 0
Analysis of shear creep behaviors of hardwood and softwood using creep recovery curves 用蠕变恢复曲线分析硬木和软木的剪切蠕变行为
IF 2.5 3区 农林科学 Q1 FORESTRY Pub Date : 2025-08-02 DOI: 10.1007/s00107-025-02298-w
Kanon Shimazaki, Kosei Ando

This study was aimed at exploring the sheer creep behavior of wood through off-axis tensile creep and creep recovery tests. Using the creep recovery data, the shear creep properties of softwood (Japanese Hinoki cypress, Chamaecyparis obtusa) and hardwood (Japanese Buna beech, Fagus crenata) were compared. The trends of three components of strain, i.e., instantaneous elastic, delayed elastic, and permanent strains, during shear creep were predicted by decomposing the total strain during creep recovery, assuming that the rate of increase in delayed elastic strain is the same as the recovery rate during creep recovery. Fitting a Burger model to each predicted strain yielded more reliable material parameters compared with those obtained by simply mathematically fitting the Burger model to the total creep strain. The Burger model demonstrated excellent accuracy in fitting the measured creep curves of hardwood. However, it could not explain the shear creep behavior of softwood. This discrepancy in the fitting results was attributable to the differences in the behavior of permanent strain: The permanent strain of cypress exhibited a curvilinear trend, while that of beech displayed a more linear trend. To explain the curvilinear behavior of permanent strain, a modified Burger model, which assumes that the apparent viscosity of permanent strain changes in a strain-rate-dependent manner, was proposed. The modified Burger model yielded better fitting results than the conventional Burger model, suggesting that the viscous component of wood exhibits an apparent viscosity that depends on the strain rate rather than a constant value, as assumed in the conventional Burger model.

本研究旨在通过离轴拉伸蠕变和蠕变恢复试验探索木材的纯粹蠕变行为。利用蠕变恢复数据,比较了软木材(日本桧柏、Chamaecyparis obtusa)和硬木(日本山毛榉、Fagus crenatata)的剪切蠕变性能。通过分解蠕变恢复过程中的总应变,假设延迟弹性应变的增加速率与蠕变恢复速率相同,预测剪切蠕变过程中瞬时弹性应变、延迟弹性应变和永久应变三个分量的变化趋势。与简单地将Burger模型拟合到总蠕变应变得到的结果相比,将Burger模型拟合到每个预测应变得到的材料参数更可靠。伯格模型在拟合实测值的硬木蠕变曲线方面表现出极好的准确性。然而,这并不能解释软木的剪切蠕变行为。这种拟合结果的差异是由于永久应变行为的差异造成的:柏树的永久应变表现为曲线趋势,而山毛榉的永久应变表现为线性趋势。为了解释永久应变的曲线行为,提出了一个修正的Burger模型,该模型假设永久应变的表观粘度以应变率相关的方式变化。修正的Burger模型比传统的Burger模型得到了更好的拟合结果,这表明木材的粘性成分表现出明显的粘度,这取决于应变速率,而不是像传统的Burger模型所假设的恒定值。
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引用次数: 0
Fracture toughness and shear yield stress determination from quasi-linear cutting tests of Scots pine (Pinus sylvestris L.) with a normalisation process by local density aided by X-ray computed tomography 苏格兰松(Pinus sylvestris L.)准线性切割试验的断裂韧性和剪切屈服应力测定,该试验采用x射线计算机断层扫描辅助的局部密度归一化过程
IF 2.5 3区 农林科学 Q1 FORESTRY Pub Date : 2025-08-02 DOI: 10.1007/s00107-025-02305-0
Daniel Chuchala, Yunbo Huang, Kazimierz A. Orlowski, Dietrich Buck, Dawid Stenka, Magnus Fredriksson, Mikael Svensson

The Atkins model has been widely adopted for determining mechanical properties of wood, such as fracture toughness and shear yield stress, which are typically normalised by global density for cutting force and power predictions. This study explores the feasibility of determining these mechanical properties for knotty and clear Scots pine (Pinus sylvestris L.) using local densities revealed by X-ray computed tomography scanning. Six wood workpieces, three from Poland and three from Sweden, were scanned and subsequently cut on a custom single-tooth quasi-linear cutting machine. Cutting forces for both clear and knotty regions were recorded and normalised by local densities. Results indicate that clear Polish pine exhibits higher local-density-normalised fracture toughness and shear yield stress than Swedish pine, suggesting that wood origin influences mechanical properties beyond mere density differences. Knots display significantly lower local-density-normalised shear yield stress compared to clear wood, despite their higher density. The large variation in normalised fracture toughness observed in knots is attributed to differences in cutting direction relative to knot orientation. The study highlights the effectiveness of computed tomography scanning to provide detailed insights into wood density and structure, enabling more accurate normalization of cutting forces and enhancing the understanding of wood machinability across different origins and structural characteristics.

阿特金斯模型已被广泛用于确定木材的机械特性,如断裂韧性和剪切屈服应力,这些特性通常通过全球密度归一化,用于切削力和功率预测。本研究探讨了利用x射线计算机断层扫描显示的局部密度来确定多节和透明苏格兰松(Pinus sylvestris L.)这些机械特性的可行性。六个木材工件,三个来自波兰,三个来自瑞典,被扫描并随后在定制的单齿准直线切割机上切割。清晰和多节区域的切削力都被记录下来,并通过局部密度归一化。结果表明,波兰松比瑞典松表现出更高的局部密度归一化断裂韧性和剪切屈服应力,这表明木材来源影响机械性能不仅仅是密度差异。尽管密度更高,但与透明木材相比,结材显示出明显更低的局部密度标准化剪切屈服应力。在结中观察到的归一化断裂韧性的巨大变化归因于相对于结取向的切割方向的差异。该研究强调了计算机断层扫描的有效性,可以提供木材密度和结构的详细信息,使切削力更准确地归一化,并增强对不同来源和结构特征的木材可加工性的理解。
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引用次数: 0
Comparative study on acetylation, furfurylation, and silicification treatments for improving water resistance and durability of Korean wood materials 乙酰化、糠化和硅化处理对提高韩国木材耐水性和耐久性的比较研究
IF 2.5 3区 农林科学 Q1 FORESTRY Pub Date : 2025-08-02 DOI: 10.1007/s00107-025-02301-4
Sun Lul Kwon, Sae-Min Yoon, Hyun-Mi Lee, Soo-Kyeong Jang, Jae-Hee Jung, Jinae Shin, Won-Joung Hwang, Yong-Seok Choi

As a valuable biological resource, wood plays a vital role in human societal development. However, wood undergoes biotic and abiotic degradation and dimensional instability, which limit its applications. Wood modification techniques, including acetylation, furfurylation, and silicification, can help enhance the durability and sustainability of wood. However, the effectiveness of these methods varies depending on the wood species and origin, emphasizing the need for further research to refine these techniques and enhance the wood performance for diverse industrial applications. This study aimed to investigate the effectiveness of three modification methods for Korean domestic wood species by assessing their effects on the weight% gain (WPG), equilibrium moisture content, water absorption, anti-swelling efficiency, and fungal decay resistance. Attenuated total reflectance (ATR)–Fourier transform infrared spectroscopy and scanning electron microscopy were conducted for the chemical and structural characterization of modified wood. The applicability of the modification methods was tested using five Korean domestic woods, sampled from Radiata pine, Korean red pine, Japanese larch, Hybrid poplar, and Sawtooth oak. The results showed that furfurylation produced the highest WPG, water resistance (WR), dimensional stability, and fungal decay resistance among the modification methods on all the tested wood materials. Acetylation and silicification also enhanced the dimensional stability and fungal decay resistance; however, the WR differed depending on the wood species and type. This study provides valuable insights into the applicability of three modification methods for improving the durability and performance of Korean domestic wood species and contributes to the sustainable utilization of wood in various industries.

木材作为一种宝贵的生物资源,在人类社会发展中起着至关重要的作用。然而,木材经历生物和非生物降解和尺寸不稳定,这限制了它的应用。木材改性技术,包括乙酰化、糠化和硅化,可以帮助提高木材的耐久性和可持续性。然而,这些方法的有效性因木材种类和来源而异,强调需要进一步研究以改进这些技术并提高木材的各种工业应用性能。通过对韩国国产木材增重% (WPG)、平衡含水率、吸水率、抗膨胀率和抗真菌腐烂性能的影响,研究了三种改性方法对韩国国产木材的有效性。利用衰减全反射(ATR) -傅里叶变换红外光谱和扫描电镜对改性木材进行了化学和结构表征。以白松、红松、落叶松、杂交杨树和锯栎5种韩国木材为样本,对改性方法的适用性进行了测试。结果表明,糠化改性对木材的WPG、耐水性、尺寸稳定性和抗真菌腐烂性的影响最大。乙酰化和硅化也增强了尺寸稳定性和抗真菌腐烂能力;不同树种、不同类型木材的WR不同。本研究为三种改性方法在提高韩国国产木材耐久性和性能方面的适用性提供了有价值的见解,并有助于木材在各个行业的可持续利用。
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引用次数: 0
Plywood gussets in mechanical timber connections: quantify the stress spread angles under major tension loads 机械木材连接中的胶合板扣板:在主要张力载荷下的应力扩展角的量化
IF 2.5 3区 农林科学 Q1 FORESTRY Pub Date : 2025-07-31 DOI: 10.1007/s00107-025-02279-z
Yue Wang, Tianxiang Wang, Mattia Debertolis, Roberto Crocetti, Magnus Wålinder, Lars Blomqvist

This study reveals the magnitude of stress spread angles in the design of plywood gusset plates when subjected to uniaxial tension, with a specific focus on mechanical connections. Plywood plates with elevating widths at three different load-face grain angles were destructively tested. The test series continued with consecutively increased plate widths until the measured forces reached plateaus. Two models, namely, the classic and modified stress spread models, adopted from the Whitmore effective width theory, were investigated to account for the observed phenomenon. The classic stress spread model considers a rigid fastener array and an evenly distributed stress block. A closer-to-reality modified model considers the summation of stress blocks contributed from each fastener line. For both models mentioned, the magnitudes of corresponding spread angles were calibrated utilizing a fitting scheme considering maximized R-square values. The validity of both models was later examined and validated versus the previous experimental data reported in the literature. It was found that the classic model, despite some close predictions, gave over-estimations on the load-bearing capacities of several connection patterns. The modified model was found to be conservative for almost all investigated fastener patterns. Accordingly, a hybrid adoption of stress spread models was suggested.

本研究揭示了胶合板扣板设计中受单轴拉伸时应力扩散角的大小,并特别关注机械连接。对三种不同荷载面颗粒角下具有高度宽度的胶合板进行了破坏试验。测试系列继续,连续增加板的宽度,直到测量的力达到平台。采用Whitmore有效宽度理论的经典应力传播模型和修正应力传播模型来解释所观察到的现象。经典的应力扩散模型考虑刚性紧固件阵列和均匀分布的应力块。一个更接近现实的修正模型考虑了来自每条紧固件线的应力块的总和。对于上述两种模型,使用考虑最大r平方值的拟合方案校准相应扩展角的大小。这两个模型的有效性后来被检查和验证与先前的实验数据在文献中报道。研究发现,经典模型尽管有一些接近的预测,但对几种连接模式的承载能力给出了过高的估计。修正后的模型对几乎所有被研究的紧固件类型都是保守的。因此,建议采用混合应力扩散模型。
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引用次数: 0
Wood species identification based on mask R-CNN with multi-feature extraction networks and hyperspectral imaging 基于多特征提取网络和高光谱成像掩膜R-CNN的树种识别
IF 2.5 3区 农林科学 Q1 FORESTRY Pub Date : 2025-07-28 DOI: 10.1007/s00107-025-02297-x
Zhiqiang Xin, Wenshu Lin, Fulan Liao

Different tree species exhibit significant variations in physical properties, uses, and economic value, making accurate species identification crucial. Traditional methods relying on human visual inspection are time-consuming and susceptible to subjective experience and fatigue. This paper proposes an RGB image expansion method based on hyperspectral data and an optimized Mask R-CNN model for wood species identification. First, 600 hyperspectral images of wood blocks of four tree species (Larch, Spruce, Birch, and Poplar) were collected. Principal Component Analysis was used to reduce the dimensionality of the hyperspectral images, followed by spectral band recombination to enhance texture features, resulting in a dataset of 1873 RGB images. Secondly, Leaky ReLU was used in place of ReLU as the activation function for the residual blocks. The ResNet50 and ResNet101 networks, combined with Feature Pyramid Networks were served as the two foundational feature extraction networks, and Convolutional Block Attention Module (CBAM) and Squeeze-and-Excitation Network (SENet) were inserted at different layers of the feature extraction network. Experimental results show that appropriate integration of attention mechanisms at different layers of the backbone can improve model accuracy and reduce loss rates. The ResNet101-CBAM3-SENet4 model exhibited the best overall performance, with precision of 0.9574, 0.9778, 0.9592, and 0.9783 for the four wood species in the test set, and an average precision of 0.9680. The mean Average Precision was calculated as 0.9657, and the mean Average Recall was 0.9806. This research provides new directions for dataset expansion in image identification and accurate identification of wood species with similar textures.

不同树种在物理特性、用途和经济价值上表现出显著差异,因此准确的树种鉴定至关重要。传统的方法依赖于人的视觉检测,耗时长,容易受到主观经验和疲劳的影响。提出了一种基于高光谱数据的RGB图像展开方法和优化的Mask R-CNN模型,用于树种识别。首先,采集了落叶松、云杉、桦树和杨树4种树种木块的600幅高光谱图像。采用主成分分析方法对高光谱图像进行降维处理,然后对光谱波段进行重组增强纹理特征,得到1873张RGB图像数据集。其次,用Leaky ReLU代替ReLU作为剩余块的激活函数。将ResNet50和ResNet101网络结合特征金字塔网络作为两个基本特征提取网络,并在特征提取网络的不同层插入卷积块注意模块(CBAM)和挤压激励网络(SENet)。实验结果表明,适当整合不同层次的注意力机制可以提高模型的准确性,降低模型的损失率。ResNet101-CBAM3-SENet4模型综合性能最好,4种木材的精度分别为0.9574、0.9778、0.9592和0.9783,平均精度为0.9680。平均精密度为0.9657,平均召回率为0.9806。该研究为图像识别的数据集扩展和纹理相似树种的准确识别提供了新的方向。
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引用次数: 0
Mechanical performance and design challenges of wooden fasteners: a critical analysis of evaluation methods and standards 木制紧固件的机械性能和设计挑战:评估方法和标准的批判性分析
IF 2.5 3区 农林科学 Q1 FORESTRY Pub Date : 2025-07-24 DOI: 10.1007/s00107-025-02293-1
Inayat Ullah Khan, Mahbube Subhani, Kazem Ghabraie, Mahmud Ashraf

Wooden fasteners are gaining increasing attention due to their potential to enhance automation in wood processing, recyclability, sustainability, and producing Engineered Wood Products free from metal fasteners and adhesives. The mechanical response of wooden fasteners differs significantly from conventional metal fasteners. This distinct behaviour necessitates the development of specific guidelines and standards for assessing and designing wooden fastener connections. Current standards, such as the Eurocode and National Design Specification, along with existing research, offer empirical equations that are not fully applicable to wooden fasteners. Proper evaluation of wooden fastener joints requires the determination of key mechanical properties, including maximum bending moment, maximum bending strength, shear strength, and embedment strength. However, the flexible nature of wooden fasteners and their size and geometry make the determination of these properties challenging. This review critically examines the mechanical properties of wooden fasteners, factors influencing their performance, testing methodologies, failure modes, deviations from existing metal fastener standards, and emerging trends and challenges in the design of wooden fastener-based connections. This critical comparative review of wooden fasteners and their quantitative evaluation of deviations from steel fasteners provides valuable insights that will be helpful for future standards and innovation related to wooden fasteners.

由于具有提高木材加工自动化、可回收性、可持续性和生产不含金属紧固件和粘合剂的工程木制品的潜力,木制紧固件越来越受到关注。木制紧固件的力学响应与传统的金属紧固件有很大的不同。这种独特的行为需要制定具体的指导方针和标准来评估和设计木制紧固件连接。目前的标准,如欧洲规范和国家设计规范,以及现有的研究,提供的经验公式并不完全适用于木制紧固件。正确评价木制紧固件接头需要确定关键的机械性能,包括最大弯矩、最大弯曲强度、剪切强度和嵌入强度。然而,木制紧固件的灵活性质及其尺寸和几何形状使这些特性的确定具有挑战性。这篇综述严格审查了木制紧固件的机械性能,影响其性能的因素,测试方法,失效模式,与现有金属紧固件标准的偏差,以及木制紧固件连接设计的新趋势和挑战。本文对木质紧固件进行了批判性的比较分析,并对其与钢制紧固件的偏差进行了定量评估,提供了有价值的见解,有助于制定与木质紧固件相关的未来标准和创新。
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引用次数: 0
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European Journal of Wood and Wood Products
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