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Technological characterisation of wood from Australian red cedar after first thinning of a plantation at five years 澳大利亚红杉木第一次疏林后5年的技术特征
Pub Date : 2022-01-02 DOI: 10.2989/20702620.2021.2017762
K. T. Barbosa, A. Acosta, M. Lazarotto, R. Beltrame, Claudia Fernanda Lemons e Silva, C. Fior
Australian red cedar (Toona ciliata M. Roem.) is a forest species planted in Brazil especially for lumber production. This study aimed to evaluate technological properties of the wood after selective first thinning of a plantation 5 years after planting. The technological properties evaluated were: (i) physical – apparent specific mass at 12% moisture content and shrinkage; (ii) mechanical – modulus of elasticity (E), modulus of rupture (σ), and brittleness; (iii) weathering; (iv) surface macrostructure – colour and roughness; (v) chemical – soluble and insoluble lignins, and holocellulose and ash contents; and vi) thermal – thermogravimetric analysis and calorific value. Apparent specific mass was 380 g m−3; the calculated shrinkage anisotropy of 1.04 and swelling anisotropy of 1.14 fit the classification ‘excellent quality’; the elasticity modulus was calculated as 4 700 MPa, and strength to flexion was 45 MPa. The mechanical properties other than brittleness were not compromised with weathering exposure. However, the accelerated weathering testing as a simulation of natural weathering showed modified colour of the wood and reduction of the mechanical properties. The calorific value of the wood (4 634.03 Kcal g−1) was similar to that reported for other fast-growing woods at even more advanced planting ages. Thermal stability of the wood was comparable to other fast-growing species used for energy purposes, owing especially to high holocellulose content.
澳大利亚红雪松(Toona ciliata M. Roem.)是一种种植在巴西的森林树种,特别用于木材生产。本研究旨在评价种植5年后选择性第一次间伐后木材的技术性能。技术性能评估如下:(i)物理- 12%含水率下的表观比质量和收缩率;(ii)力学——弹性模量(E)、断裂模量(σ)和脆性;(3)风化;(iv)表面宏观结构——颜色和粗糙度;(v)化学可溶性和不可溶性木质素,以及纤维素和灰分含量;热-热重分析和热值。表观比质量为380 g m−3;计算得到的收缩各向异性为1.04,膨胀各向异性为1.14,符合“优良”等级;弹性模量为4700 MPa,抗弯强度为45 MPa。除脆性外,其力学性能不受风化暴露的影响。然而,模拟自然风化的加速老化试验表明,木材的颜色发生了变化,机械性能下降。该木材的热值为4 634.03 Kcal g−1,与其他速生木材在更早种植年龄时的热值相似。木材的热稳定性可与用于能源目的的其他速生树种相媲美,特别是由于高纤维素含量。
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引用次数: 0
Assessing alternatives for growth and yield modelling in eucalypt stands 评估桉树林分生长和产量模型的备选方案
Pub Date : 2022-01-02 DOI: 10.2989/20702620.2021.2011468
Thaynara Reis, Simone Silva, Ivaldo Tavares Junior, R. Leite, M. Taquetti, Kemely Atanazio, L. Fardin, J. Cruz, H. Leite
Growth and yield estimates are extremely important for forest stand management. The application of simple models is often useful, as it allows the use of plots with few or a single measurement. The objective of this study was to evaluate methods for modelling eucalypt stand volume under different conditions of climate and soil. We fitted the Gompertz, Logistic and Exponential models, stratifying by project and for the entire data set, to model the dominant height and volume based on the usual validation statistics and residue analyses. To model growth and yield, five alternatives were evaluated: the Gompertz, Logistic and Exponential models, exponential-modified with the inclusion of the variable site index (SI) and the Clutter model. The best model was selected based on the validation statistics and the histogram of the relative error (RE). We conclude that the stratification by project presented greater accuracy of forecast. The best model to estimate yield was the exponential model modified with the inclusion of the variable SI. The technical age of cutting ranged from 36 months, in areas of higher productivity, to 84 months, in areas with low productivity.
生长和产量估算对林分管理极为重要。简单模型的应用通常是有用的,因为它允许使用少量或单一测量的图。本研究的目的是评价桉树林分体积在不同气候和土壤条件下的建模方法。我们拟合了Gompertz、Logistic和指数模型,对项目和整个数据集进行分层,根据通常的验证统计和残差分析对主导高度和体积进行建模。为了模拟生长和产量,评估了五种备选模型:Gompertz模型、Logistic模型和指数模型、指数修正模型(包括可变站点指数(SI))和杂波模型。根据验证统计量和相对误差直方图选择最佳模型。结果表明,按项目分层具有较高的预测精度。估计产量的最佳模型是包含变量SI的修正指数模型。在生产率较高的地区,采伐的技术年龄为36个月,而在生产率较低的地区,采伐的技术年龄为84个月。
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引用次数: 3
Assessment of plant species composition and natural regeneration in abandoned settlements in the lower montane forest of Kilimanjaro National Park, Tanzania 坦桑尼亚乞力马扎罗山国家公园下山林废弃居民点植物物种组成及自然更新评估
Pub Date : 2022-01-02 DOI: 10.2989/20702620.2021.2019563
Imani A. Kikoti, C. Mligo, H. Ndangalasi
Anthropogenic modification of montane forests to other land uses has significant effects on native vegetation and the ecological functions of plant communities, such as in the forests of Mount Kilimanjaro. This study was carried out in Kilimanjaro National Park at the former Engushai forest village, where local people were relocated for conservation in 2006. Forty 20 × 50 m plots were established in areas with different historical land use (former settlement, former cultivation, transition and natural forest). We recorded 132 plant species, representing 114 genera and 58 families. The highest tree species richness was recorded in the forest zone (11 ± 1 per plot), followed by in the transition zone (7 ± 1), former cultivation zone (4 ± 1) and former settlement zone (4 ± 0.4). The natural forest was more diverse in terms of tree species than other sites (H’ = 1.83 ± 0.09, evenness of 0.48 ± 0.02). Analysis of variance showed significant variation in tree species richness, diversity index and evenness among previously disturbed sites and natural forests. The vegetation is at an early stage of succession in anthropogenically impacted areas. However, the domination of Vernonia lasiopus and Bothriocline longipes in the formerly degraded areas was crucial for restoring the microclimate and soil fertility vital for forest development. There is adequate potential for and patterns of natural regeneration of indigenous trees in the anthropogenically impacted areas. The current passive management by Kilimanjaro National Park facilitates forest recovery, indicating the high resilience of these montane forests. It is recommended to monitor the future recovery and succession of the lower montane forest.
人为将山地森林改造为其他土地用途对原生植被和植物群落的生态功能有重大影响,例如乞力马扎罗山的森林。这项研究是在乞力马扎罗山国家公园的前Engushai森林村进行的,当地居民于2006年被重新安置以进行保护。在不同历史土地利用(原定居、原耕作、过渡和天然林)区域建立40个20 × 50 m地块。共记录植物种类132种,隶属于58科114属。树种丰富度最高的是林区(11±1个/样),其次是过渡区(7±1个)、原垦殖区(4±1个)和原定居区(4±0.4个)。天然林树种多样性高于其他样地(H′= 1.83±0.09,均匀度为0.48±0.02)。方差分析表明,不同干扰地与天然林的树种丰富度、多样性指数和均匀度存在显著差异。人为影响区植被演替处于早期阶段。然而,在以前退化的地区,水蛭和长毛蓟马的优势对恢复对森林发展至关重要的小气候和土壤肥力至关重要。在人为影响地区,本地树木的自然再生具有足够的潜力和模式。乞力马扎罗山国家公园目前的被动管理促进了森林的恢复,表明这些山地森林具有很高的恢复力。建议对未来低山林的恢复和演替进行监测。
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引用次数: 1
Artificial neural networks and non-linear regression for quantifying the wood volume in Eucalyptus species 人工神经网络与非线性回归在桉树材积量化中的应用
Pub Date : 2022-01-02 DOI: 10.2989/20702620.2021.1976604
T. S. Batista, L. P. Teodoro, G. B. D. Azevedo, G. T. D. O. S. Azevedo, Nerison Luis Poersch, Marcus Vinicius Vieira Borges, P. Teodoro
Wood volume is the variable that best represents the yield of planted forests, and several regression models are used in its estimation. Artificial neural networks (ANNs) are recognised for their accuracy and generalisation capacity associated with the quality and quantity of data in training and validation. Box–Müller transformation generates random variables from the original data and provides a consistent dataset. Given the above, the hypothesis of this research is that the expansion of data by the Box–Müller theorem provides more accurate estimates for predicting wood volume in eucalyptus species. The objectives were to (i) to evaluate the efficiency of the Box–Müller method for expanding the dataset of eucalyptus sample tree cubing, (ii) use different ANN topologies to predict the wood volume of different Eucalyptus species, and (iii) compare the estimates with those obtained by using the Schumacher and Hall model. The experimental design used randomised blocks with four replicates, composed of the following treatments: Corymbia citriodora and different Eucalyptus species. Sample trees were cubed at ages 2 years and 4.5 years. The estimated volume was obtained using the Schumacher and Hall non-linear regression model for each species and compared with the ANNs through Pearson’s correlation, and root mean square error at the steps training, validation, and utilisation. Two ANN architectures were tested, multilayer perceptron (MLP) and radial basis function (RBF). Dataset expansion of cut-down sample trees for cubing is efficient and can be used for ANNs training when there are cubing restrictions of sample size. The topology with seven neurons in the first hidden layer and 12 in the second with expanded data of RBF showed better performance for predicting wood volume. When evaluating all species, the accuracy of the estimates provided by ANNs was higher than that obtained with non-linear regression.
木材体积是最能代表人工林产量的变量,在估算中使用了几种回归模型。人工神经网络(ann)因其准确性和泛化能力而得到认可,这与训练和验证中数据的质量和数量有关。box - m ller变换从原始数据生成随机变量,并提供一致的数据集。综上所述,本研究的假设是,通过box - m ller定理对数据进行扩展,可以为预测桉树树种的木材体积提供更准确的估计。目的是(i)评估box - m ller方法扩展桉树样本立方体数据集的效率,(ii)使用不同的人工神经网络拓扑来预测不同桉树物种的木材体积,以及(iii)将估计结果与使用Schumacher和Hall模型获得的估计结果进行比较。试验设计采用随机区组,每组4个重复,分别采用枸杞和不同桉树品种处理。样本树分别在2岁和4.5岁时被立方体化。使用Schumacher和Hall非线性回归模型获得每个物种的估计体积,并通过Pearson相关和训练、验证和利用步骤的均方根误差与人工神经网络进行比较。测试了两种神经网络结构:多层感知器(MLP)和径向基函数(RBF)。对砍断样本树进行数据扩展进行立方化是一种有效的方法,可以在样本量有立方化限制的情况下用于人工神经网络的训练。第一隐层7个神经元,第二隐层12个神经元,扩展RBF数据的拓扑结构对木材体积的预测效果更好。在评估所有物种时,人工神经网络提供的估计精度高于非线性回归的估计精度。
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引用次数: 0
An evaluation of the environmental behaviour, fate and risk of key pesticides used in South African forest plantations 对南非森林种植园中使用的主要农药的环境行为、命运和风险的评估
Pub Date : 2022-01-02 DOI: 10.2989/20702620.2022.2045879
N. Ndlovu, K. Little, B. Baillie, C. Rolando
Pesticides are important for the management of pests and diseases that have a negative impact on the sustainability of the forestry industry. Nevertheless, there is a trend to reduce pesticide use owing to the potential detrimental impacts they pose to terrestrial and aquatic environments and human health. This study aimed to determine the extent of South African forestry-related research that has been conducted on the environmental behaviour, fate and risks associated with pesticides used operationally within South African forest plantations. A second aim was to determine the potential risks posed by pesticides used within the South African forestry industry to terrestrial and aquatic environments. This was achieved through an extensive review of field studies and/or studies that consider field-relevant exposures of pesticides used within South African plantations. It was determined that although pesticide environmental fate studies have been conducted within plantations abroad and within South African agriculture, no studies have been conducted within the South African forestry industry to understand the actual impact of the currently used pesticides to the environment. Since pesticide environmental fate is complex and dependent on a variety of local conditions and use patterns, conclusions obtained from the studies reviewed here can only be used in part to effectively guide South African forestry-relevant pesticide-related legislation and decisions of certification bodies. Consequently, field studies that determine the environmental fate of pesticides under South African plantation silvicultural regimes and environmental conditions are necessary.
农药对于防治对林业可持续性产生负面影响的病虫害十分重要。然而,由于农药对陆地和水生环境以及人类健康造成潜在的有害影响,有减少农药使用的趋势。这项研究的目的是确定南非森林相关研究的范围,这些研究涉及南非森林种植园内作业中使用的农药的环境行为、命运和风险。第二个目标是确定南非林业中使用的杀虫剂对陆地和水生环境造成的潜在风险。这是通过广泛审查实地研究和/或考虑南非种植园内使用的与田间有关的农药暴露情况的研究而实现的。经确定,虽然已在国外种植园和南非农业内部进行了农药环境命运研究,但尚未在南非林业内部进行研究,以了解目前使用的农药对环境的实际影响。由于农药的环境命运是复杂的,并取决于各种当地条件和使用模式,本文所审查的研究得出的结论只能部分用于有效指导南非与林业有关的农药立法和核证机构的决定。因此,有必要进行实地研究,确定杀虫剂在南非种植园造林制度和环境条件下的环境命运。
{"title":"An evaluation of the environmental behaviour, fate and risk of key pesticides used in South African forest plantations","authors":"N. Ndlovu, K. Little, B. Baillie, C. Rolando","doi":"10.2989/20702620.2022.2045879","DOIUrl":"https://doi.org/10.2989/20702620.2022.2045879","url":null,"abstract":"Pesticides are important for the management of pests and diseases that have a negative impact on the sustainability of the forestry industry. Nevertheless, there is a trend to reduce pesticide use owing to the potential detrimental impacts they pose to terrestrial and aquatic environments and human health. This study aimed to determine the extent of South African forestry-related research that has been conducted on the environmental behaviour, fate and risks associated with pesticides used operationally within South African forest plantations. A second aim was to determine the potential risks posed by pesticides used within the South African forestry industry to terrestrial and aquatic environments. This was achieved through an extensive review of field studies and/or studies that consider field-relevant exposures of pesticides used within South African plantations. It was determined that although pesticide environmental fate studies have been conducted within plantations abroad and within South African agriculture, no studies have been conducted within the South African forestry industry to understand the actual impact of the currently used pesticides to the environment. Since pesticide environmental fate is complex and dependent on a variety of local conditions and use patterns, conclusions obtained from the studies reviewed here can only be used in part to effectively guide South African forestry-relevant pesticide-related legislation and decisions of certification bodies. Consequently, field studies that determine the environmental fate of pesticides under South African plantation silvicultural regimes and environmental conditions are necessary.","PeriodicalId":21939,"journal":{"name":"Southern Forests: a Journal of Forest Science","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-01-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82526111","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
A serious shoot and leaf disease caused by Colletotrichum theobromicola discovered on eucalypts in South Africa 在南非桉树上发现一种由可可炭疽菌引起的严重茎叶病害
Pub Date : 2022-01-02 DOI: 10.2989/20702620.2021.2005454
Myriam Solís, M. Wingfield, Izette Greyling, N. Q. Pham
Eucalypt plantations in South Africa make up an important part of the local forestry industry. Recently, one-year-old nursery plants of a Eucalyptus grandis × Eucalyptus urophylla variety displayed symptoms of leaf and shoot anthracnose disease. Samples were collected from these plants and isolations were made from the disease symptoms. Isolates were identified based on their morphological characteristics and DNA sequence data for eight gene regions. Phylogenetic analyses led to the isolates being identified as Colletotrichum theobromicola and the reduction of Colletotrichum pseudotheobromicola to synonymy with the former species. Pathogenicity trials with isolates of C. theobromicola were conducted on clones of E. grandis and hybrids of E. grandis × E. urophylla and E. grandis × Eucalyptus camaldulensis. Resulting symptoms were similar to those found on naturally infected plants and the fungus was re-isolated from the infections. Colletotrichum theobromicola is known to cause anthracnose on various plants including eucalypts in Brazil, but this is the first record of the pathogen in South Africa.
南非的桉树种植园是当地林业的重要组成部分。近期,某大桉×尾叶桉品种1年苗木出现叶、梢炭疽病症状。从这些植物中采集样本并从病害症状中分离。根据菌株的形态特征和8个基因区的DNA序列数据进行鉴定。系统发育分析结果表明,分离株为可可炭疽病(Colletotrichum theobromicola),并将其还原为假可可炭疽病(Colletotrichum pseudotheobromicola)的同义种。致病性试验与隔离的c . theobromicola进行克隆的大肠茅和混合动力车的大肠茅×e . urophylla和大肠茅×桉树camaldulensis。由此产生的症状与自然感染的植物相似,并且从感染中重新分离出真菌。众所周知,可可炭疽杆菌会在巴西的桉树等多种植物上引起炭疽病,但这是南非首次记录到这种病原体。
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引用次数: 2
Endogenous metabolic content of the cutting positions and ndole-3-butyric acid influence rooting of Toona ciliata var. pubescens stem cuttings 插枝位置和吲哚-3-丁酸的内源代谢含量影响香椿茎插枝的生根
Pub Date : 2021-10-02 DOI: 10.2989/20702620.2021.1994343
Qiangqiang Cheng, Dejia Ji, Xiaoyan Guo, Honglang Huang, Lu Zhang
Toona ciliata var. pubescens (family Meliaceae) is an endangered species of mahogany endemic to China. It is now under Class II protection, and stem cuttings are an important means for its clonal propagation. However, the metabolic changes that occur in the cuttings during adventitious root formation and how these are influenced by indole-3-butyric acid (IBA) are still unclear. This study investigated the influence of cutting positions (top, middle and base) on the rooting ability and the associated metabolic changes during adventitious root formation. We compared treatment with 800 mg l−1 IBA with controls. The results showed that the rooting percentage, taproots per cutting, and longest root length differed significantly depending on the cutting position. Base cuttings had the best rooting ability and exhibited the highest average rooting percentage, the longest roots, and most taproots per cutting. The contents of soluble sugar, starch, non-structural carbohydrates (NSCs) and soluble proteins, and the peroxidase (POD) activity, were significantly higher in base cuttings than in middle and top cuttings; however, polyphenol oxidase (PPO) activity did not differ significantly among the positions. Metabolic changes occurred during the cutting process. The levels of POD and PPO activities increased significantly until 20 days after planting, suggesting that this period is key for the induction of adventitious rooting in this species. In the rooting process, IBA promoted an increase in the contents of soluble sugar, starch, NSCs and soluble proteins in the stem cuttings and it also increased the activities of POD and PPO. Bark-water extract from the stem cuttings inhibited the germination of Chinese cabbage seeds in a concentration-dependent manner, irrespective of the cutting position.
柔毛香椿(香椿科)是中国特有的一种濒危红木。目前已被列为二级保护植物,扦插是其无性系繁殖的重要手段。然而,在不定根形成过程中,插枝中发生的代谢变化以及这些变化如何受到吲哚-3-丁酸(IBA)的影响尚不清楚。研究了不同扦插位置(顶端、中部和基部)对不定根形成过程中生根能力及代谢变化的影响。我们将800 mg l−1 IBA处理与对照进行了比较。结果表明:不同扦插位置的生根率、主根数和最长根长存在显著差异。扦插生根能力最好,平均生根率最高,根系最长,单扦插主根数最多。基部扦插的可溶性糖、淀粉、非结构碳水化合物(NSCs)和可溶性蛋白质含量及过氧化物酶(POD)活性显著高于中、顶扦插;而多酚氧化酶(PPO)活性在不同位置间差异不显著。在切割过程中发生了代谢变化。植根后20 d, POD和PPO活性水平显著升高,表明这一时期是诱导不定根的关键时期。在生根过程中,IBA促进了茎插条中可溶性糖、淀粉、NSCs和可溶性蛋白含量的增加,并提高了POD和PPO的活性。茎茎插条中的树皮水提取物对白菜种子萌发的抑制作用呈浓度依赖性,与插条位置无关。
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引用次数: 0
Charcoal heaps volume estimation based on unmanned aerial vehicles 基于无人机的木炭堆体积估计
Pub Date : 2021-10-02 DOI: 10.2989/20702620.2021.1997067
Luiza Marina Esteves de Carvalho, A. Melo, G. Umbelino, J. Mund, Jhonathan Gomes dos Santos, J. Rosette, Daniel Silveira, E. Gorgens
The charcoal stock in a forestry business is controlled based on the theoretical capacity of the masonry ovens (input) and shipped trucks (output). During the year, the company must monitor the stock for accountability reports and internal governance. This paper proposes a more efficient and precise survey method that overcomes the challenges of the common monitoring system in Brazil. In this study, a monitoring method based on digital stereoscopy from UAV images was implemented and evaluated. The results were compared with those of the traditional topographic survey based on RTK equipment. A multi-engine UAV, with an integrated global navigation satellite system (GNSS) and real-time kinematic positioning (RTK) equipment was used to fly over and survey a masonry oven complex containing eight charcoal heaps. Two stereoscopic processing methods were applied: (1) very low quality and (2) high quality to image alignment, reconstruction of a dense cloud, facet count and a three-dimensional mesh creation. Low-quality products showed geometric deformities when compared to high quality, but resulted in estimations similar to the topographic survey. Results indicated that the volume estimation of the charcoal heaps using UAV derived orthomosaics can replace the conventional method of GNSS RTK surveys with considerable gains in stockpile volume accuracy, inventory frequency and labour safety. The high quality processing method registered improvements in geometric precision and accuracy.
林业企业的木炭库存是根据砖石炉(输入)和运输卡车(输出)的理论容量来控制的。在这一年中,公司必须监督股票的责任报告和内部治理。本文提出了一种更有效和精确的调查方法,克服了巴西普通监测系统的挑战。本文研究了一种基于无人机图像的数字立体监测方法。并与基于RTK设备的传统地形测量结果进行了比较。利用一架多引擎无人机,利用综合全球导航卫星系统(GNSS)和实时运动学定位(RTK)设备,对一个包含8堆木炭的砖石炉群进行了飞越和调查。应用了两种立体处理方法:(1)极低质量和(2)高质量,用于图像对齐、密集云重建、面计数和三维网格创建。与高质量产品相比,低质量产品显示几何变形,但结果与地形调查相似。结果表明,利用无人机衍生的正形图对木炭堆进行体积估计可以取代传统的GNSS RTK调查方法,在库存体积精度、库存频率和劳动安全性方面都有显著提高。高质量的加工方法在几何精度和精度方面取得了进步。
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引用次数: 0
Machine learning and regression models to predict multiple tree stem volumes for teak 用机器学习和回归模型预测柚木的多棵树干体积
Pub Date : 2021-10-02 DOI: 10.2989/20702620.2021.1994345
Ivaldo da Silva Tavares Júnior, Jianne Rafaela Mazzini de Souza, L. S. D. S. Lopes, L. Fardin, G. G. Casas, Ricardo Rodrigues de Oliveira Neto, R. Leite, H. Leite
The quantification of a stand’s wood stock is one of the most important procedures for Tectona spp. (teak) management. An optimal method for estimating tree volume must accommodate the variation of the data collected in the inventory. This study evaluated alternative methods to estimate the volume on stems of teak trees. We cut and measured the outside bark, inside bark, and heartwood diameters at heights of 0.1, 0.5, 1.5 m and every meter thereafter until the minimum outside bark diameter reached 3 cm, using 180 trees of ages 3 to 12 years. We tested two approaches (A1 and A2) to estimate stem volumes of the outside bark, inside bark, and heartwood (v ob, v ib and v hw, respectively): modelling the tree volume in A1, and the taper model in A2, with the techniques of regression, artificial neural network (ANN) and support vector regression (SVR). In addition, we obtained the percentages of heartwood, sapwood and bark in the stem. The accuracies of the estimates were evaluated using bias, correlation and root-mean-square error (RMSE). Validation was made for the outside bark, inside bark and heartwood volumes, and the outside bark, inside bark and heartwood diameters, from the taper models. In A1, the ANN technique more accurately predicted v ob and v ib, with RMSE% values of 18.88% and 18.54%, respectively; for v hw, the regression technique was more accurate, with RMSE% equal to 26.87%. In A2, the regression technique obtained the highest precision in the prediction of v ob, v ib and v hw, with RMSE% values of 13.99%, 13.31% and 26.50%, respectively. Approach A2 showed more accurate results compared with A1 for predicting the multiple volumes of teak trees with the three tested techniques.
林分木材存量的量化是柚木管理的重要环节之一。估算树木体积的最佳方法必须适应在库存中收集的数据的变化。本研究评估了几种估算柚木茎部体积的方法。我们选取了180棵3 ~ 12年树龄的树木,分别在0.1、0.5、1.5 m高度和之后每隔1米高度进行了外树皮、内树皮和心材直径的切割和测量,直到最小外树皮直径达到3 cm。我们测试了两种方法(A1和A2)来估计外树皮、内树皮和心材(分别为v ob、v ib和v hw)的茎体积:在A1中建模树木体积,在A2中使用回归、人工神经网络(ANN)和支持向量回归(SVR)技术建立锥度模型。此外,我们还得到了茎中心材、边材和树皮的百分比。使用偏倚、相关性和均方根误差(RMSE)评估估计的准确性。从锥度模型中验证了外部树皮、内部树皮和心材的体积,以及外部树皮、内部树皮和心材的直径。在A1中,人工神经网络技术更准确地预测了v ob和v ib, RMSE%值分别为18.88%和18.54%;对于vhw,回归技术更为准确,RMSE% = 26.87%。在A2中,回归技术对v ob、v ib和v hw的预测精度最高,RMSE%分别为13.99%、13.31%和26.50%。方法A2与方法A1相比,三种方法预测柚木的倍数体积的结果更为准确。
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引用次数: 2
Productivity curve models in eucalypt timber forwarding 桉树木材运输的生产力曲线模型
Pub Date : 2021-10-02 DOI: 10.2989/20702620.2021.1936687
Irineu Barros Nunes, Eduardo da Silva Lopes, Millana Bürger Pagnussat, J. Arce
Extraction is the most costly and complicated stage of timber harvest operations. The forwarder’s productive capacity in timber harvesting, from planted forests, is influenced by several operational variables, especially by extraction distance and tree volume. Prior knowledge about the effect of these variables on the operation is required for efficient planning. The goal of this research was to model and simulate a forwarder productivity curve for timber extraction in scenarios with different tree average volumes (TAV) and average extraction distances (AED). The research was carried out in a forestry company in the state of Mato Grosso do Sul, Brazil, in clonal eucalyptus stands with TAV varying from 0.186 to 0.310 m3 tree−1 and AED from 0 to 280 m. We performed a time and motion study of the forwarder, following the operation with a DJI-Phantom 4 Advanced drone. Productivity simulations were carried out in different operational scenarios. The models were evaluated using the adjusted determination coefficients (R 2 adj.), standard error of absolute estimate and F-value. Results have shown that as the TAV increased, productivity also increased 14% while the AED presented a relationship inversely proportional to productivity. The highest productivity of the machine occurred in the forest condition with a TAV of 0.31 to 0.36 m3 tree−1 and in the shortest extraction distances. The best-adjusted model explained 46.3% of the machine’s productivity variation. We concluded that TAV and AED variables had a significant impact on the forwarder’s productivity and that it is important to obtain the machine’s productivity curves for efficient forest operations planning.
提取是木材采伐作业中最昂贵和最复杂的阶段。货代从人工林采伐木材的生产能力受到若干操作变量的影响,尤其是采伐距离和树木数量。为了进行有效的计划,需要事先了解这些变量对操作的影响。本研究的目的是在不同树木平均体积(TAV)和平均采伐距离(AED)的情况下,对木材采伐的货代生产力曲线进行建模和模拟。研究在巴西南马托格罗索州的一家林业公司进行,研究地点为无性桉树林分,TAV为0.186 ~ 0.310 m3树−1,AED为0 ~ 280 m。我们对货代进行了时间和动作研究,随后使用大疆幻影4先进无人机进行了操作。在不同的操作场景下进行了生产力模拟。采用调整后的决定系数(r2)、绝对估计的标准误差和f值对模型进行评价。结果表明,随着TAV的增加,生产率也增加了14%,而AED与生产率呈反比关系。在TAV为0.31 ~ 0.36 m3树−1的森林条件下,采伐距离最短,采伐效率最高。调整最好的模型解释了机器生产率变化的46.3%。我们的结论是,TAV和AED变量对货代的生产率有显著影响,获得机器的生产率曲线对有效的森林经营规划很重要。
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引用次数: 1
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Southern Forests: a Journal of Forest Science
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