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Imputing stem frequency distributions using harvester and airborne laser scanner data: a comparison of inventory approaches 利用收割机和机载激光扫描器数据输入干频率分布:库存方法的比较
3区 农林科学 Q2 FORESTRY Pub Date : 2023-01-01 DOI: 10.14214/sf.23023
Lennart Noordermeer, Hans Ole Ørka, Terje Gobakken
Stem frequency distributions provide useful information for pre-harvest planning. We compared four inventory approaches for imputing stem frequency distributions using harvester data as reference data and predictor variables computed from airborne laser scanner (ALS) data. We imputed distributions and stand mean values of stem diameter, tree height, volume, and sawn wood volume using the k-nearest neighbor technique. We compared the inventory approaches: (1) individual tree crown (ITC), semi-ITC, area-based (ABA) and enhanced ABA (EABA). We assessed the accuracies of imputed distributions using a variant of the Reynold’s error index, obtaining the best mean accuracies of 0.13, 0.13, 0.10 and 0.10 for distributions of stem diameter, tree height, volume and sawn wood volume, respectively. Accuracies obtained using the semi-ITC, ABA and EABA inventory approaches were significantly better than accuracies obtained using the ITC approach. The forest attribute, inventory approach, stand size and the laser pulse density had significant effects on the accuracies of imputed frequency distributions, however the ALS delay and percentage of deciduous trees did not. This study highlights the utility of harvester and ALS data for imputing stem frequency distributions in pre-harvest inventories.
茎的频率分布为收获前规划提供了有用的信息。我们使用收割机数据作为参考数据和机载激光扫描仪(ALS)数据计算的预测变量,比较了四种用于输入茎频率分布的库存方法。我们使用k-最近邻技术估算了树干直径、树高、体积和锯材体积的分布和林分平均值。我们比较了:(1)单株树冠(ITC)、半树冠(semi-ITC)、区域树冠(ABA)和增强型树冠(EABA)。采用一种雷诺误差指数(Reynold’s error index)对估算分布的精度进行了评估,得到茎粗、树高、体积和锯材体积分布的最佳平均精度分别为0.13、0.13、0.10和0.10。使用半ITC、ABA和EABA方法获得的准确性显著优于使用ITC方法获得的准确性。森林属性、清查方式、林分大小和激光脉冲密度对频率分布精度有显著影响,而ALS延迟和落叶树百分比对频率分布精度影响不显著。本研究强调了收割机和ALS数据在收获前库存中输入茎频率分布的效用。
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引用次数: 0
Forest management in northern Fennoscandia: the need for solutions that mitigate conflicts during forest regeneration and increase the use of continuous cover forestry 芬诺斯坎迪亚北部的森林管理:需要解决方案,以减轻森林更新期间的冲突,并增加对连续覆盖森林的利用
3区 农林科学 Q2 FORESTRY Pub Date : 2023-01-01 DOI: 10.14214/sf.23053
Back Tomas Ersson, Linnea Hansson, Jussi Manner, Per Sandström, Johan Sonesson
Today, conflicts often occur in northern Fennoscandia (also known as Sápmi) between forestry and reindeer husbandry. Continuous cover forestry (CCF) is requested by both reindeer herding communities and the general public and is becoming more common, but the forest industry criticizes CCF for lower wood production. Mechanical site preparation (MSP) increases regeneration success and, thus, increases wood production in CCF. To reduce the conflict between forestry and reindeer husbandry, MSP in Sápmi should destroy as little ground lichen as possible. Today, there are no solutions for gentle and lichen-adapted MSP in CCF. Thus, there is a strong need to develop and test new technical solutions that increase regeneration success in a lichen-adapted way during CCF in Sápmi. We suggest that MSP solutions be developed which are gentle, work selectively and function in shelterwoods, gap cuts, and selection cutting stands. We envision that these solutions could fill the gap between the desired adaptivity on the part of the reindeer herding communities and the desired efficiency on the part of the forest industry. Such MSP technology would contribute to increased acceptance of CCF in the forest industry, higher biodiversity, and considerably reduce the conflict between forestry and reindeer herding communities.
今天,芬诺斯坎迪亚北部(也被称为Sápmi)经常发生林业和驯鹿畜牧业之间的冲突。连续覆盖森林(CCF)是驯鹿放牧社区和公众都要求的,并且变得越来越普遍,但林业行业批评CCF降低了木材产量。机械场地准备(MSP)增加再生成功,从而增加CCF的木材产量。为了减少林业和驯鹿畜牧业之间的冲突,Sápmi的MSP应该尽可能少地破坏地衣。目前,在CCF中没有解决温和和适应地衣的MSP的解决方案。因此,迫切需要开发和测试新的技术解决方案,以在Sápmi的CCF中以适应地衣的方式提高再生成功率。我们建议开发温和的、选择性工作的MSP解决方案,并在防护林、间隙采伐和选择性采伐中发挥作用。我们设想,这些解决方案可以填补驯鹿放牧社区期望的适应性与森林工业期望的效率之间的差距。这种MSP技术将有助于提高森林工业对CCF的接受程度,提高生物多样性,并大大减少林业和驯鹿放牧社区之间的冲突。
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引用次数: 0
Within-site adaptation: Growth and mortality of Norway spruce, Scots pine and Silver birch seedlings in different planting positions across a soil moisture gradient 地点内适应:挪威云杉、苏格兰松和白桦幼苗在不同土壤湿度梯度下的生长和死亡率
3区 农林科学 Q2 FORESTRY Pub Date : 2023-01-01 DOI: 10.14214/sf.23004
Per Nordin, Erika Olofsson, Karin Hjelm
Adapting to site conditions is a central part of forest regeneration and can be done through selection of different planting positions. Requirements are tree species specific, and the use of soil moisture maps could be a way to support decision making in forest regeneration planning. At two experimental sites with varying soil moisture conditions in southern Sweden Norway spruce (Picea abies (L.) Karst.), Scots pine (Pinus sylvestris L.), and silver birch (Betula pendula Roth) seedlings were planted in four different planting positions following mounding site preparation; Depression, Hinge, Mound and Unscarified. Soil moisture estimates were obtained from a high-resolution depth-to-water raster for each planting spot. The effect of soil moisture, planting position and their interactions on mortality, height and diameter was evaluated for each tree species. In wet conditions mounds proved to be the best option to minimize seedling mortality for conifers, but with decreasing soil moisture, differences between the planting positions decreased. Birch on the other hand had the greatest survival in the hinge. The coniferous species displayed increased height and diameter when planted in mounds independent of the soil moisture conditions, whereas silver birch was less dependent on a specific planting position. Results from this study shows that a soil moisture map can explain mortality, height and diameter and thus can be a useful tool when choosing planting position in different soil moisture conditions.
适应场地条件是森林更新的核心部分,可以通过选择不同的种植位置来实现。要求是针对特定树种的,土壤湿度图的使用可能是支持森林更新规划决策的一种方式。在瑞典南部两个不同土壤湿度条件下的试验点,挪威云杉(Picea abies (L.))在立地准备后,将喀斯特、苏格兰松(Pinus sylvestris L.)和白桦(Betula pendula Roth)幼苗分别种植在4个不同的位置;洼地、铰链、丘和未被破坏的。土壤湿度估算来自于每个种植地点的高分辨率深度-水光栅。评价了土壤湿度、种植位置及其相互作用对各树种死亡率、树高和直径的影响。在潮湿条件下,土堆是降低针叶树幼苗死亡率的最佳选择,但随着土壤湿度的降低,不同种植位置之间的差异减小。另一方面,桦树在铰链处的存活率最高。在不依赖土壤湿度条件的土堆中种植时,针叶树种的高度和直径增加,而白桦对特定种植位置的依赖较小。研究结果表明,土壤湿度图可以解释死亡率、高度和直径,因此可以作为在不同土壤湿度条件下选择种植位置的有用工具。
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引用次数: 0
Airborne dual-wavelength waveform LiDAR improves species classification accuracy of boreal broadleaved and coniferous trees 机载双波长波形激光雷达提高了北方阔叶树和针叶树的树种分类精度
3区 农林科学 Q2 FORESTRY Pub Date : 2023-01-01 DOI: 10.14214/sf.22007
Ilkka Korpela, Antti Polvivaara, Saija Papunen, Noora Tienaho, Laura Jaakkola, Johannes Uotila, Tuomas Puputti, Aleksi Flyktman
Tree species identification constitutes a bottleneck in remote sensing applications. Waveform LiDAR has been shown to offer potential over discrete-return observations, and we assessed if the combination of two-wavelength waveform data can lead to further improvements. A total of 2532 trees representing seven living and dead conifer and deciduous species classes found in Hyytiälä forests in southern Finland were included in the experiments. LiDAR data was acquired by two single-wavelength sensors. The 1064-nm and 1550-nm data were radiometrically corrected to enable range-normalization using the radar equation. Pulses were traced through the canopy, and by applying 3D crown models, the return waveforms were assigned to individual trees. Crown models and a terrain model enabled a further split of the waveforms to strata representing the crown, understory and ground segments. Different geometric and radiometric waveform attributes were extracted per return pulse and aggregated to tree-level mean and standard deviation features. We analyzed the effect of tree size on the features, the correlation between features and the between-species differences of the waveform features. Feature importance for species classification was derived using F-test and the Random Forest algorithm. Classification tests showed significant improvement in overall accuracy (74→83% with 7 classes, 88→91% with 4 classes) when the 1064-nm and 1550-nm features were merged. Most features were not invariant to tree size, and the dependencies differed between species and LiDAR wavelength. The differences were likely driven by factors such as bark reflectance, height growth induced structural changes near the treetop as well as foliage density in old trees.
树种识别是遥感应用中的一个瓶颈。波形激光雷达已被证明具有优于离散返回观测的潜力,我们评估了两波长波形数据的组合是否可以进一步改进。在芬兰南部Hyytiälä森林中发现的共2532棵树,代表7个活的和死的针叶树和落叶种类。激光雷达数据由两个单波长传感器获取。1064 nm和1550 nm的数据经过辐射校正,使用雷达方程实现距离归一化。脉冲通过树冠进行追踪,并通过应用3D树冠模型,将返回波形分配给每棵树。树冠模型和地形模型使波形进一步分裂为代表树冠、林下植被和地面部分的地层。每个返回脉冲提取不同的几何和辐射波形属性,并汇总为树级均值和标准差特征。我们分析了树的大小对特征的影响、特征之间的相关性以及波形特征的种间差异。利用f检验和随机森林算法推导了物种分类的特征重要度。合并1064-nm和1550-nm特征时,总体准确率(7类74→83%,4类88→91%)显著提高。大多数特征对树的大小并不是不变的,并且依赖关系在物种和激光雷达波长之间存在差异。这种差异可能是由树皮反射率、树顶附近高度生长引起的结构变化以及老树的叶子密度等因素造成的。
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引用次数: 1
Passion for science 热爱科学
3区 农林科学 Q2 FORESTRY Pub Date : 2023-01-01 DOI: 10.14214/sf.23043
Anna Lintunen
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引用次数: 0
Estimation of conversion factors for wood stacks in landings and their influencing parameters: a comprehensive literature review for America and Europe 着陆点木材堆转换系数及其影响参数的估算:美国和欧洲文献综述
3区 农林科学 Q2 FORESTRY Pub Date : 2023-01-01 DOI: 10.14214/sf.22018
Felipe de Miguel-Díez, Thomas Purfürst, Mauricio Acuna, Eduardo Tolosana-Esteban, Tobias Cremer
In commercial transaction of stacked roundwood, the estimation of the stack net volume plays a key role. One generalized method to determine the net volume is using conversion factors that relate the gross and net volumes. In this literature review the developed methods to estimate the conversion factors as well as their influencing parameters were analyzed based on 153 references from America and Europe. According to the results, 48 different methods (including their variants) for estimating the conversion factors were developed. The newest methods enabled their accurate determination inexpensively, e.g., photo-optical methods or 3D simulation models. The analyzed references revealed that 30 parameters influence the conversion factors. Based on this comprehensive review, each stakeholder involved in the roundwood supply chain can know which method is used for estimating the conversion factors in the analyzed territories and which influencing parameters should be considered when purchasing roundwood in order to accurately assess the solid wood content in the stacks.
在圆木堆垛商业交易中,堆垛净体积的估算起着至关重要的作用。确定净体积的一种通用方法是使用与总体积和净体积相关的转换因子。本文以美国和欧洲文献153篇为基础,对现有的转换因子估算方法及其影响参数进行了分析。根据结果,开发了48种不同的转换系数估算方法(包括其变体)。最新的方法使他们的准确测定成本低廉,例如,光学方法或3D模拟模型。文献分析表明,有30个参数影响转化因子。基于这一全面审查,参与圆材供应链的每个利益相关者都可以知道在分析区域内使用哪种方法来估算转换因子,以及在购买圆材时应考虑哪些影响参数,以便准确评估堆中的实木含量。
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引用次数: 1
Effect of stem rot on wood basic density, carbon, and nitrogen content of living deciduous trees in hemiboreal forests 茎腐病对半北方针叶林活落叶乔木木材基本密度、碳氮含量的影响
3区 农林科学 Q2 FORESTRY Pub Date : 2023-01-01 DOI: 10.14214/sf.23040
Jānis Liepiņš, Ieva Jaunslaviete, Kaspars Liepiņš, Līga Jansone, Roberts Matisons, Andis Lazdiņš, Āris Jansons
While numerous studies have focused on analyzing various aspects of the carbon (C) budget in forests, there appears to be a lack of comprehensive assessments specifically addressing the impact of stem rot on the C budget of broadleaf tree species, especially in old-growth forests where stem rot is prevalent. One of the main challenges in accurately quantifying C losses caused by stem rot is the lack of precise data on the basic density and C content of decayed wood, which are crucial for converting decayed wood volume into biomass and C stocks. Using linear mixed-effects models, we examine the variability of wood basic density, C content, and nitrogen (N) content. Discolored and decomposed wood was collected from the stems of 136 living deciduous trees common in hemiboreal forests in Latvia. Our research indicates a noticeable reduction in the wood basic density, coupled with an increase in the N content within the stem wood throughout the decomposition process in birch (Betula spp.), European aspen (Populus tremula L.), grey alder (Alnus incana (L.) Moench), and common alder (Alnus glutinosa (L.) Gaertn.). While aspen wood showed a decreasing trend in C content as decay progressed, a pairwise comparison test revealed no significant differences in C content between discolored and decomposed wood for the studied species, unlike the findings for basic density and N content. This study emphasizes the need to account for stem rot in old-growth forest carbon budgets, especially in broadleaf species, and calls for more research on stem rot-induced carbon losses.
虽然许多研究都集中在分析森林中碳(C)收支的各个方面,但似乎缺乏专门针对茎腐病对阔叶树物种碳收支影响的综合评估,特别是在茎腐病普遍存在的原生林中。准确量化茎腐造成的碳损失的主要挑战之一是缺乏腐烂木材的基本密度和碳含量的精确数据,这对于将腐烂木材体积转化为生物量和碳储量至关重要。利用线性混合效应模型,我们研究了木材基本密度、碳含量和氮(N)含量的变化。从拉脱维亚半北方森林中常见的136棵活落叶乔木的茎上收集了变色和腐烂的木材。我们的研究表明,在桦木(Betula spp.)、欧洲白杨(Populus tremula L.)和灰桤木(Alnus incana (L.))的整个分解过程中,木材基本密度显著降低,茎材内N含量增加。桤木(Alnus glutinosa, L.);Gaertn)。随着白杨木材的腐烂,其C含量呈下降趋势,但两两比较表明,与基本密度和N含量不同,不同树种变色和腐烂木材的C含量差异不显著。本研究强调了在原生林碳收支中考虑茎腐的必要性,特别是在阔叶物种中,并呼吁对茎腐引起的碳损失进行更多的研究。
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引用次数: 0
Vitaport: A Learning and Artistic Path for Public Outreach on Transporter Biology, Health and Drug Discovery. Vitaport:关于转运生物学、健康和药物发现的公众宣传学习和艺术之路。
IF 1.2 3区 农林科学 Q2 FORESTRY Pub Date : 2022-12-21 DOI: 10.2533/chimia.2022.1063
Valentina Rossetti, Jean-Louis Reymond

In occasion of its conclusion, the National Center of Competence in Research (NCCR) TransCure launched a temporary learning and artistic path in the city of Bern named 'Vitaport - Was unser Körper transportiert'. The path explained how nutrients are transported through our body and how molecules find their way to the right organ to achieve their effect there. NCCR TransCure researchers, together with students of the Bern School of Design, developed ceramic objects, texts and information graphics that took the public on a multidisciplinary journey of discovery through the human body. In this article, we report about aims, development, challenges and outcome of this ambitious science outreach project in which we could experience a rewarding and successful collaboration between scientists and artists.

为此,国家研究能力中心(NCCR) TransCure在伯尔尼市推出了一条名为“Vitaport - Was unser Körper transportiert”的临时学习和艺术之路。这条路径解释了营养物质是如何在我们的身体中运输的,以及分子是如何到达正确的器官以达到它们的效果的。NCCR TransCure的研究人员与伯尔尼设计学院的学生一起,开发了陶瓷物体、文本和信息图形,通过人体将公众带入多学科的发现之旅。在这篇文章中,我们报道了这个雄心勃勃的科学推广项目的目标、发展、挑战和结果,在这个项目中,我们可以体验到科学家和艺术家之间有益而成功的合作。
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引用次数: 0
Can we detect regional differences in econometric analyses of the Norwegian timber supply? 我们能否在挪威木材供应的计量经济分析中发现地区差异?
IF 1.8 3区 农林科学 Q2 FORESTRY Pub Date : 2022-01-01 DOI: 10.14214/sf.10326
P. Rørstad, B. Solberg, E. Trømborg
Forestry and forest industries are important for regional income and employment in Norway as well as in most North European countries, but few studies exist about factors affecting the timber supply at regional level. The main objective of this study is to estimate aggregated regional timber supply elasticities for six regions in Norway. Thereby we also test for regional differences, focusing on wood prices, standing stock volume and interest rate as explanatory variables. We have used three different statistical models (fixed and random effects panel models and first difference models) on regional data from the Norwegian forest inventory on standing volume and official statistics on harvested volumes, interest rate and prices of sawlogs and pulpwood for the period 1996–2016. Statistically significant different price elasticities are found in 12 out of total 15 pairs of regions. The price elasticity was lower and the volume elasticity higher in the western region compared to the other regions. The first difference models are best with respect to specification tests. The use of region specific price elasticities gives slightly better fit for the panel data models than using a uniform price parameter. The results show that the econometric specification influence the parameter values, and it is thus complicated to directly compare results in different timber supply studies. Regional differences in timber supply are important to consider.
在挪威和大多数北欧国家,林业和森林工业对区域收入和就业很重要,但是关于区域一级影响木材供应的因素的研究很少。本研究的主要目的是估计挪威六个地区的总区域木材供应弹性。因此,我们也测试了区域差异,重点放在木材价格,常存量和利率作为解释变量。我们使用了三种不同的统计模型(固定效应和随机效应面板模型以及一差模型),对挪威森林清查的区域数据进行了分析,其中包括1996 - 2016年期间的活立量和官方统计数据,包括采伐量、锯材和纸浆木材的利率和价格。在15对地区中,有12对地区的价格弹性存在显著差异。与其他地区相比,西部地区价格弹性较低,数量弹性较高。就规格测试而言,第一种不同的模型是最好的。使用特定区域的价格弹性比使用统一的价格参数稍微适合面板数据模型。结果表明,计量经济规范影响参数值,因此直接比较不同木材供应研究的结果是复杂的。木材供应的区域差异是重要的考虑因素。
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引用次数: 0
The role of state-owned commercial forests and firm features in nature-based tourism business performance 国有商业森林和企业特色在自然型旅游经营绩效中的作用
IF 1.8 3区 农林科学 Q2 FORESTRY Pub Date : 2020-01-01 DOI: 10.14214/sf.10051
A. Kosenius, A. Juutinen, L. Tyrväinen
Nature-based tourism (NBT) is a growing industry within regions rich in natural amenities worldwide. An important feature of NBT business is the dependence on the quality of surrounding environment. This paper addresses the role of the management of commercial forests owned by the state in Finnish Lapland. The paper explores the NBT entrepreneurs’ willingness to participate in a proposed new landscape and recreational value trading (LRVT) and elaborates the effect of entrepreneur and enterprise characteristics, such as entrepreneurial attitude, venture size, and a variety of services offered to customers, on the experienced and expected growth of NBT enterprise. The survey data on NBT enterprises were analyzed with ordered and binary logit models. The willingness of enterprises to participate in LRVT depended on the venture size, entrepreneurial attitude, and type of activities offered to customers. The results show that relatively young and small-sized enterprises have faced difficulties in developing their business. Entrepreneurial experience, risk-taking and intention to develop new business associate positively with expected increase in turnover.
以自然为基础的旅游(NBT)是世界范围内自然景观丰富地区的一个新兴产业。NBT业务的一个重要特点是对周边环境质量的依赖。本文论述了芬兰拉普兰国有商业森林管理的作用。本文探讨了NBT企业家参与拟议的新景观和娱乐价值交易(LRVT)的意愿,并阐述了企业家和企业特征(如企业家态度、企业规模和向客户提供的各种服务)对NBT企业经验增长和预期增长的影响。采用有序logit模型和二元logit模型对NBT企业的调查数据进行了分析。企业参与LRVT的意愿取决于企业规模、企业家态度和提供给客户的活动类型。结果表明,相对年轻的小型企业在发展业务方面面临困难。有创业经验,有冒险精神,有发展新业务伙伴的意愿,并期望增加营业额。
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引用次数: 6
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Silva Fennica
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