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The Stimulation of the Anticancer Chemical Taxol in Taxus baccata 红豆杉抗癌化学紫杉醇的刺激作用
IF 0.9 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2023-03-01 DOI: 10.13073/fpj-d-22-00069
Yalda Zhoulideh, Yousef Mohammadi, M. Mashayekhi
Taxol is an anticancer drug that is widely used in cancer treatment worldwide. Since the source of the drug is a plant, the increase in its production is one of the concerns of researchers. One way to increase the production of Taxol is to use stimulants for secondary metabolite production. Therefore, in this study, methyl jasmonate was used as a bioelicitor, and its effect on Taxol production was evaluated. For this purpose, Taxus baccata was elicited for 48 and 72 hours with concentrations at 0, 100, 250, and 500 μM methyl jasmonate, and the quantities of Taxol in the leaf and stem explants were measured by high-performance liquid chromatography (HPLC). The results showed that among the leaf and stem explants, a tremendous amount of Taxol production is related to the leaf, which is a great advantage in reducing the number of trees cut down to obtain Taxol. In addition, the 48-hour elicitation time demonstrated the best result in the production of Taxol. The optimal concentration of methyl jasmonate was also estimated at 500 μM and 0.326 mg/g of dried leaf biomass. The results of this experiment showed that methyl jasmonate has the potential to be used as a biological elicitor to produce considerable amounts of Taxol in Taxus baccata.
紫杉醇是一种广泛应用于癌症治疗的抗癌药物。由于该药物的来源是植物,因此其产量的增加是研究人员关注的问题之一。增加紫杉醇产量的一种方法是使用兴奋剂产生次级代谢产物。因此,在本研究中,茉莉酸甲酯被用作生物合法剂,并评估其对紫杉醇生产的影响。为此,用浓度分别为0、100、250和500μM的茉莉酸甲酯诱导红豆杉48和72小时,并通过高效液相色谱法(HPLC)测定叶和茎外植体中紫杉醇的含量。结果表明,在叶片和茎外植体中,大量紫杉醇的产生与叶片有关,这在减少砍伐树木数量以获得紫杉醇方面具有很大优势。此外,48小时的诱导时间在紫杉醇的生产中表现出最好的结果。茉莉酸甲酯的最佳浓度也被估计为500μM和0.326mg/g的干叶生物量。该实验结果表明,茉莉酸甲酯有潜力作为生物诱导子在红豆杉中产生大量紫杉醇。
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引用次数: 0
Cross-Laminated Timber Panels Produced from Low-Grade Yellow-Poplar Sorted by Structural Visual Grade 按结构视觉等级分类的低等级黄杨生产的交叉层压木板
IF 0.9 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2023-03-01 DOI: 10.13073/fpj-d-22-00074
Rafael da Rosa Azambuja, D. DeVallance, J. Mcneel, G. Dahle
Low-grade yellow-poplar (Liriodendron tulipifera) graded No. 2 Common, and No. 3 Common (National Hardwood Lumber Association - NHLA rules) is mainly used by the industry to produce wood pallets. Cross-laminated timber (CLT) panels are options to diversify the usage and increase the value of this material. Therefore, the objective of this study was to produce CLT panels from a population of NHLA graded No. 2A, No. 2B, No. 3A, and No. 3B lumber and to evaluate whether the panel properties meet the bending criteria (major strength direction) and adhesive bond requirements listed for “V” type CLT in ANSI/APA PRG 320-2019 (2020) using Northeastern Lumber Association Manufacturers No. 2 and No. 3 in longitudinal and transverse layers, respectively. Ten panels were produced to evaluate the bond quality and mechanical properties. The bond test results showed average delamination under 5 percent and were more frequent in the central areas of the panel than in the outer panel areas. The results from testing showed that the calculated allowable stress-design bending-strength (major direction) value for the yellow-poplar CLT panels was 1,718 psi (11.84 MPa), which corresponds to a value 90 percent higher than V1 (900 psi, 6.20 MPa) layups. Modulus of elasticity (MOE; major direction) was comparable to V2 and V3, with an average MOE of 1.39 by 106 psi (9,584 MPa). Based on these findings, the study indicated the potential for using low-grade yellow-poplar lumber to produce CLT panels. However, more research is needed to evaluate other mechanical properties in both the major and minor axis.
低档黄杨(Liriodendron tulipifera)等级2号普通、3号普通(国家硬木木材协会- NHLA规则)主要被行业用于生产木托盘。交叉层压木材(CLT)面板是多样化使用和增加这种材料价值的选择。因此,本研究的目的是用NHLA分级为2A、2B、3A和3B的木材生产CLT板材,并分别使用东北木材协会制造商2号和3号在纵向和横向层上评估板材性能是否满足ANSI/APA PRG 320-2019(2020)中列出的“V”型CLT的弯曲标准(主要强度方向)和粘合剂粘合要求。制作了10个面板,以评估粘接质量和力学性能。粘结测试结果显示,平均分层率低于5%,并且在面板的中心区域比在外部面板区域更频繁。试验结果表明,黄杨CLT板的计算许用应力-设计抗弯强度(主方向)值为1718 psi (11.84 MPa),比V1铺层(900 psi, 6.20 MPa)高出90%。弹性模量(MOE;主要方向)与V2和V3相当,平均MOE为1.39 × 106 psi (9584 MPa)。基于这些发现,该研究指出了使用低级黄杨木材生产CLT板的潜力。然而,需要更多的研究来评估在长轴和短轴上的其他力学性能。
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引用次数: 0
Flexural Properties of Three-Ply Bolt-Laminated Pine Mats 三层螺栓层合松垫的抗弯性能
IF 0.9 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2023-03-01 DOI: 10.13073/fpj-d-22-00075
L. Khademibami, Keith B. Ward, R. D. Seale, R. Shmulsky, J. Ratcliff
In the current study, three-ply bolt-laminated southern pine (Pinus sp.) 244 by 427 cm (8 by 14 ft) mats were evaluated. Mats were destructively tested in ⅓-point bending on a universal testing machine according to ASTM International standards. Twenty-eight unique specimens were destructively tested, and mean modulus of rupture (MOR) and modulus of elasticity (MOE) were calculated. According to the results both MOR and MOE values for the specimens were highly uniform. The mean MOR was 11.74 MPa (1,704 psi) and the mean MOE was 1,144 MPa (0.166 × 106 psi). Additionally, the values of parametric and nonparametric Fb (design fiber stress in bending values ) were reported as 4.05 MPa and 4.54 MPa (588 psi and 659 psi), respectively. The mechanical properties of these three-ply pine mats were also compared with other studies of mats from other species groups and design architectures.
在目前的研究中,对三层螺栓层压的南方松(Pinus sp.)244×427厘米(8×14英尺)垫进行了评估。垫子在⅓-根据ASTM国际标准在通用试验机上进行点弯曲。对28个独特的试样进行了破坏性测试,并计算了平均断裂模量(MOR)和弹性模量(MOE)。根据结果,试样的MOR和MOE值都是高度均匀的。平均MOR为11.74MPa(1704psi),平均MOE为1144MPa(0.166×106psi)。此外,参数和非参数Fb(弯曲值中的设计纤维应力)的值分别为4.05 MPa和4.54 MPa(588 psi和659 psi)。这些三层松垫的力学性能也与其他物种组和设计结构的垫的其他研究进行了比较。
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引用次数: 0
Comparative Effect of Biofillers in pMDI Resin Performance 生物填料对pMDI树脂性能的影响比较
IF 0.9 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2023-03-01 DOI: 10.13073/fpj-d-23-00004
A. Alawode, F. Owofadeju, M. Musah, O. Asafu-Adjaye, B. Via
This study investigated the feasibility of using wood flour (WF) as a partial substitute in polymeric methylene diphenyl diisocyanate (pMDI) resin and compared its performance with soy flour (SF) substituted in pMDI resin. The physical and mechanical properties of experimental particleboards made with WF and SF substituted in pMDI resin at different substitution percentages were evaluated. The viscosity for the WF at different substitution ratios (5%, 10%, 20%, and 30%) ranged from 314.7 to 6,256.3 cP, whereas SF-substituted resin ranged from 249.7 to 1,291.8 cP. During the production of the boards, it was observed that because of the high viscosity of WF substituted in pMDI resin above 10 percent, it was exceedingly difficult to apply it through spraying and brushing, either to wood particles or veneers. Dimensional stability test results established that the incorporation of SF assisted in mitigating board thickness swelling. The results from the study showed that panels made with SF substituted in pMDI resin at 5 and 10 percent exhibited the overall best performance in all the properties considered compared with panels made with WF substituted in pMDI resin.
研究了木粉(WF)部分替代聚亚甲基二苯基二异氰酸酯(pMDI)树脂的可行性,并与大豆粉(SF)替代pMDI树脂的性能进行了比较。以不同取代率的WF和SF代替pMDI树脂制成实验刨花板的物理力学性能进行了评价。不同取代率(5%,10%,20%和30%)的WF的粘度范围为314.7至6,256.3 cP,而sf取代树脂的粘度范围为249.7至1,291.8 cP。在板材生产过程中,观察到由于pMDI树脂取代的WF粘度高于10%,通过喷涂和涂刷将其涂在木材颗粒或贴面上非常困难。尺寸稳定性测试结果表明,SF的加入有助于减轻板厚膨胀。研究结果表明,与用pMDI树脂取代的WF制成的面板相比,用5%和10%的SF取代pMDI树脂制成的面板在所有考虑的性能中都表现出最佳的整体性能。
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引用次数: 0
Physical Properties of Pulp and Paper: A Comparison of Forming Procedures 纸浆和纸张的物理性能:成型过程的比较
IF 0.9 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2023-03-01 DOI: 10.13073/fpj-d-23-00007
Yingju Miao, Siyu Xiang, Yingfen Wei, Xiaohui Long, J. Qiu, Yingchun Miao
In this work, we used the conventional wet papermaking process and the solution casting procedure to make paper sheets and optimized the relative content of eucalyptus and Simao pine pulps using the mechanical properties of the paper sheet as the evaluation index. The chemical composition, water retention value, zeta potential, carboxyl content, and drainage behavior of the pulp created using the optimal mass ratio for each method were measured, and the resulting paper sheets were characterized via Fourier-transform infrared spectroscopy, X-ray diffraction, scanning electron microscopy, and nitrogen adsorption/desorption isotherms. We found that for a ratio of eucalyptus to Simao pine pulps of 94:6 using the wet papermaking process, the mechanical properties of sheets took their optimal values, and the tear, tensile, and burst indexes and the folding endurance were equal to 4.43 mN·m2·g−1, 27.47 N·m·g−1, 1.13 kPa·m2·g−1, and 11.38 times, respectively, whereas the ratio leading to the best possible mechanical performance in the solution casting process was 88:12, and the corresponding paper sheets had tear, tensile, and burst indexes and the folding endurance of 11.73 mN·m2·g−1, 23.03 N·m·g−1, 0.68 kPa·m2·g−1, and 25.50 times, respectively. The cellulose, hemicellulose, and lignin contents of the pulp treated by the solution casting method were lower by 1.88, 3.11, and 2.67 percent, respectively, compared to that obtained via the wet papermaking process. However, the water retention value, zeta potential, and carboxyl content of the pulp obtained via solution casting were higher by 50.31, 123.41, and 50.15, percent, respectively, compared to that obtained via the wet papermaking process. The drainage time obtained via the solution casting method was one-fifth of that obtained via the wet forming process. The paper sheet prepared via the solution casting method was found to exhibit weaker hydrogen bonding, a decreased level of crystallinity (26.64% lower), and an increased compactness and N2 gas adsorption capacity (19.55% and 66.7% higher, respectively) compared to the sheet obtained via the wet papermaking process. This work shows that the physical properties of the paper prepared via the two processes considered here, using their respective optimal weight ratios of the different types of pulp, have their own advantages.
本文采用常规湿法造纸工艺和溶液浇铸工艺制备纸张,并以纸张的力学性能为评价指标,优化了桉树和思茅松纸浆的相对含量。测量了使用每种方法的最佳质量比产生的纸浆的化学组成、保水值、ζ电位、羧基含量和排水行为,并通过傅里叶变换红外光谱、X射线衍射、扫描电子显微镜和氮吸附/脱附等温线对所得纸张进行了表征。我们发现,当桉树与思茅松浆的比例为94:6时,采用湿法造纸工艺,片材的力学性能达到了最佳值,撕裂、拉伸、爆裂指数和耐折性分别为4.43mN·m2·g−1、27.47N·m·g−2、1.13kPa·m2·g-1和11.38倍,而在溶液浇铸过程中获得最佳机械性能的比率为88:12,相应的纸张的撕裂、拉伸和爆裂指数以及耐折性分别为11.73mN·m2·g−1、23.03N·m·g−2、0.68kPa·m2·g-1和25.50倍。与通过湿法造纸工艺获得的纸浆相比,通过溶液浇铸法处理的纸浆的纤维素、半纤维素和木质素含量分别降低1.88%、3.11和2.67%。然而,与通过湿法造纸工艺获得的纸浆相比,通过溶液浇铸获得的纸浆的保水值、ζ电位和羧基含量分别高出50.31%、123.41%和50.15%。通过溶液浇铸法获得的排水时间是通过湿法成型法获得的时间的五分之一。与通过湿法造纸工艺获得的纸张相比,发现通过溶液浇铸法制备的纸张表现出较弱的氢键、降低的结晶度(降低26.64%)以及增加的致密性和N2气体吸附能力(分别提高19.55%和66.7%)。这项工作表明,通过本文所考虑的两种工艺,使用不同类型纸浆各自的最佳重量比,制备的纸张的物理性能各有优势。
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引用次数: 0
The Impact of China's Participation in the Value Chains of its Trading Partners on the Carbon Embodied in the Bilateral Trade of Forest Products 中国参与贸易伙伴价值链对双边林产品贸易中碳的影响
IF 0.9 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2023-03-01 DOI: 10.13073/fpj-d-22-00062
Ling Guo, Liqiang Xiao, Wenlan Wang, Xuanmeng Shi, Shuangshuang Wu
To recalibrate the connection between participation in global value chains (GVCs) and carbon embodied in trade is of great importance because it provides significant insights about how China's forest products industry should integrate into GVCs and promotes the reduction of carbon embodied in trade. This paper obtains panel data related to the GVC participation of, and carbon embodied in, the trade between China and 43 of its trading partners from 2000 to 2018, and uses fixed effects and quantile regressions to explore the impact of China's participation in the value chains of its trading partners on the carbon embodied in the trade of forest products from the perspective of bilateral trade. It is found that (1) China's participation in the value chains of its trading partners significantly reduces the carbon embodied in forest product trade, especially that of pollution-intensive products (e.g., paper and its products); (2) China's participation in the value chains of high-income countries reduces the carbon embodied in forest product trade; (3) foreign direct investment (FDI) in trading partners weakly suppresses the carbon embodied in the trade of Chinese forest products; (4) the effect on the carbon embodied in the trade of Chinese forest products is only suppressive when China's degree of participation in the value chain is higher; and (5) China's forward participation in the forest product value chains of its trading partners reduces its overall carbon embodied in trade, while the backward participation has the opposite effect.
重新定位参与全球价值链与贸易隐含碳之间的关系,对于中国林产品产业如何融入全球价值链、促进贸易隐含碳的减少具有重要意义。本文获取了2000 - 2018年中国与43个贸易伙伴的全球价值链参与和隐含碳的面板数据,运用固定效应和分位数回归从双边贸易的角度探讨了中国参与贸易伙伴价值链对林产品贸易隐含碳的影响。研究发现:(1)中国参与贸易伙伴价值链显著降低了林产品贸易中的碳含量,特别是污染密集型产品(如纸张及其制品)的碳含量;(2)中国参与高收入国家价值链降低了林产品贸易中的碳含量;(3)贸易伙伴的外商直接投资对中国林产品贸易碳含量的抑制作用较弱;(4)只有当中国参与价值链的程度越高时,对中国林产品贸易隐含碳的影响才具有抑制性;(5)中国对贸易伙伴林产品价值链的正向参与降低了其在贸易中的总碳含量,而逆向参与则相反。
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引用次数: 0
Carbon Dioxide Emission Evaluations in the Chinese Furniture Manufacturing Industry Using the IPCC Tier-2 Methodology 基于IPCC Tier-2方法的中国家具制造业二氧化碳排放评价
IF 0.9 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2023-01-01 DOI: 10.13073/fpj-d-22-00023
Wan-li Lao, Xiao-Ling Li, Yingyu Gong, Xin-Fang Duan
Estimating industrial carbon dioxide emissions at the national scale is crucial for China's carbon peak and carbon neutralization targets, as well as the low-carbon development of the Chinese furniture manufacturing industry. For this purpose, in this study the Intergovernmental Panel on Climate Change Tier-2 methodology was used to evaluate the carbon dioxide emissions of the Chinese furniture manufacturing industry at the national scale. The results show that carbon dioxide emissions increased from 219.50 × 10,000 tons of CO2 equivalent in 2000 to 850.68 × 10,000 tons of CO2 equivalent in 2019. Moreover, carbon dioxide emission intensity decreased from 9.50 tons of CO2 per million dollars to 1.73 tons of CO2 per million dollars in this period. Moreover, electricity and raw coal were observed to have a significant influence on carbon dioxide emissions, followed by diesel oil, gasoline, heat energy, and natural gas. The results reveal that the Chinese furniture manufacturing industry has generally realized low-carbon development over the past two decades. This work proposes several suggestions to reduce carbon dioxide emissions from the Chinese furniture manufacturing industry, including promoting the use of clean electricity, the installation of photovoltaic cells, industrial transformation and upgrading, the optimization of transport modes for product delivery and material supply, and the employment of low-carbon raw materials.
在全国范围内估算工业二氧化碳排放量对于中国实现碳达峰和碳中和目标以及中国家具制造业的低碳发展至关重要。为此,本研究采用政府间气候变化专门委员会二级方法在全国范围内评估了中国家具制造业的二氧化碳排放量。结果显示,二氧化碳排放量从2000年的219.50×10000吨二氧化碳当量增加到2019年的850.68×10000吨。此外,在此期间,二氧化碳排放强度从每百万美元9.50吨二氧化碳降至每百万美元1.73吨二氧化碳。此外,电力和原煤对二氧化碳排放有显著影响,其次是柴油、汽油、热能和天然气。研究结果表明,近二十年来,中国家具制造业总体实现了低碳发展。这项工作提出了减少中国家具制造业二氧化碳排放的几点建议,包括推广使用清洁电力、安装光伏电池、产业转型升级、优化产品交付和材料供应的运输方式以及使用低碳原材料。
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引用次数: 0
Borate Treatment of CLT Panels Using Vacuum: A Proof of Concept 真空处理CLT板的硼酸盐:概念验证
IF 0.9 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2023-01-01 DOI: 10.13073/fpj-d-22-00060
Adam J. Taylor, M. Denavit, J. Lloyd, Jae-Woo Kim, G. Kirker, M. Mankowski
Cross-laminated timber (CLT) is an increasingly popular wood-based alternative for large building applications. CLT panels are typically not treated due in part to a perceived lack of efficient and effective methods for treating large panels and a lack of information on what effect treatment processes may have on the panels' mechanical properties. We propose that treating CLT panels with borate solution, applied under vacuum in flexible bags, could provide a practical and effective option for providing preservative protection for interior applications. Samples were cut from commercially produced CLT panels and treated with borate solution using vacuum. The samples were then evaluated for preservative retention, swelling, and degradation of mechanical properties. Initial treatments resulted in a wide range of preservative retentions and property effects among the products tested. In subsequent adjustments, the treatment parameters were changed to provide consistent and sufficient retention among the products. The vacuum treatment method effectively penetrated cracks in the lumber and the bond lines (adhesive joint between adjacent lamellae). Swelling and effects on mechanical properties were minimal in the adjusted samples. In addition to these samples that were treated in a rigid pressure vessel, a larger sample was successfully treated in a flexible plastic bag. Data from this study support the concept that vacuum treatment of CLT panels with borate can provide sufficient levels of preservative retention, can be adjusted to the material being treated, and has minimal effects on mechanical properties.
交叉层压木材(CLT)是大型建筑应用中日益流行的基于木材的替代品。CLT面板通常不进行处理,部分原因是人们认为缺乏高效和有效的处理大型面板的方法,以及缺乏关于处理过程可能对面板机械性能产生何种影响的信息。我们建议用硼酸盐溶液处理CLT面板,在真空下应用于柔性袋,可以为内部应用提供防腐保护提供实用有效的选择。样品从商业生产的CLT板上切割下来,用真空硼酸盐溶液处理。然后评估样品的防腐剂保留,膨胀和机械性能的退化。最初的处理导致广泛的防腐剂保留和性能影响的产品测试。在随后的调整中,改变了处理参数,以在产品之间提供一致和充分的保留。真空处理方法有效地渗透了木材的裂缝和粘合线(相邻板间的粘合接缝)。在调整后的样品中,膨胀和对机械性能的影响最小。除了在刚性压力容器中处理的这些样品外,还成功地在柔性塑料袋中处理了更大的样品。本研究的数据支持这样一个概念,即用硼酸盐真空处理CLT板可以提供足够水平的防腐剂保留,可以根据被处理的材料进行调整,并且对机械性能的影响最小。
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引用次数: 1
From Refuse to Reuse: How Much do Consumers Know about the Reclaimed Lumber Industry? 从垃圾到再利用:消费者对再生木材行业了解多少?
IF 0.9 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2023-01-01 DOI: 10.13073/fpj-d-22-00053
Iris B. Montague, Mia Craig, R. Shmulsky
Wood has thousands of uses and the industry plays an important role in the US economy. There are many sectors within the industry such as the lumber, engineered wood products, pulp and paper products, and reclaimed lumber sectors. However, most consumers are unaware of the importance and the diversity of the industry. Reclaimed lumber is one particular sector that can have a great economic and environmental impact among communities. In 2021, an online survey was conducted to assess consumer knowledge of the reclaimed lumber sector and perceptions and attitudes toward the sector and reclaimed lumber products. Of the 1,516 respondents, 59 percent indicated being somewhat knowledgeable of the wood products industry but only 44 percent felt they were knowledgeable of reclaimed lumber. Caucasian and male respondents were more likely to indicate they were knowledgeable. Although respondents had somewhat negative responses toward the environmentally friendliness of the industry, their responses toward the environmental and economic benefits of reclaimed lumber products were positive. The information obtained from this study will be beneficial to companies that are interested in creating strategies to market new or innovative products to reach new or existing customers.
木材有数千种用途,该行业在美国经济中发挥着重要作用。该行业有许多行业,如木材、工程木制品、纸浆和纸制品以及再生木材行业。然而,大多数消费者没有意识到该行业的重要性和多样性。再生木材是一个特殊的行业,可以对社区产生巨大的经济和环境影响。2021年,进行了一项在线调查,以评估消费者对再生木材行业的了解,以及对该行业和再生木材产品的看法和态度。在1516名受访者中,59%的人表示对木制品行业有所了解,但只有44%的人认为他们对再生木材有所了解。高加索人和男性受访者更有可能表示他们知识渊博。尽管受访者对该行业的环境友好性有一定的负面反应,但他们对再生木材产品的环境和经济效益的反应是积极的。从这项研究中获得的信息将有利于那些有兴趣制定营销新产品或创新产品的战略以接触新客户或现有客户的公司。
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引用次数: 0
Modeling Internet Search Behavior of Cross-Laminated Timber 交叉层压木材的网络搜索行为建模
IF 0.9 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2023-01-01 DOI: 10.13073/fpj-d-22-00057
B. Via, David Kennedy, M. Peresin
The Internet is a powerful tool that can be leveraged to explore user search behavior. Google Trends is a compelling database that tracks the frequency with which all users search any given word. There is thus an opportunity to see if the search histories obtained from Google Trends can be merged with data analytics to tease out underlying relationships with similar searches for cross-laminated timber (CLT). In this study, multiple linear regression was used to predict the search strength of the term cross laminated timber from 60 possible variables that may be directly or indirectly associated with CLT. This study was able to model the search term CLT (R2 = 0.76) using a reduced model of 20 variables. However, while prediction strength was strong, our primary interest was to statistically classify and rank important variables that might be important to CLT. To achieve this, the Mallow's Cp statistic was used to build the most robust model possible. To confirm with the literature, we also compared our study with another Web-based study and found a significant linear relationship between the t statistic in our study and the frequency of the same or similar search term in their study (R2 = 0.76). This agreement between studies helps to support our hypothesis that multiple linear regression coupled with Google Trends is a new tool that may assist marketers to identify emerging trends important to CLT.
互联网是一个强大的工具,可以用来探索用户的搜索行为。谷歌Trends是一个引人注目的数据库,它跟踪所有用户搜索任何给定单词的频率。因此,我们有机会看看从谷歌Trends获得的搜索历史是否可以与数据分析合并,以梳理出与交叉层压木材(CLT)类似搜索的潜在关系。在本研究中,多元线性回归用于预测从60个可能与CLT直接或间接相关的变量中搜索交叉层压木材的强度。本研究能够使用20个变量的简化模型对搜索词CLT (R2 = 0.76)进行建模。然而,虽然预测强度很强,但我们的主要兴趣是对可能对CLT重要的重要变量进行统计分类和排名。为了实现这一点,Mallow的Cp统计量被用来建立最稳健的模型。为了证实文献,我们还将我们的研究与另一项基于网络的研究进行了比较,发现我们研究中的t统计量与他们研究中相同或相似搜索词的频率之间存在显著的线性关系(R2 = 0.76)。研究之间的这种一致有助于支持我们的假设,即多元线性回归与谷歌趋势相结合是一种新的工具,可以帮助营销人员识别对CLT重要的新兴趋势。
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引用次数: 0
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Forest Products Journal
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