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VARI as an indicator of site productivity of Pinus taeda L.: soil, litter, and plant nutrition 作为太岳山红松(Pinus taeda L.)生长地生产力指标的 VARI:土壤、枯落物和植物营养
IF 2.8 2区 农林科学 Q1 FORESTRY Pub Date : 2024-06-28 DOI: 10.1007/s10342-024-01711-y
Tamires Maiara Ercole, João Bosco Vasconcellos Gomes, Valdécio dos Santos Rodrigues, Nicolas dos Santos Trentin, Jairo Calderari de Oliveira Junior, Gabriel Assis-Pereira, Mario Tomazello-Filho, Amanda Pacheco Cardoso Moura, Shizuo Maeda, Stephen Arthur Prior, Rangel Consalter, Antônio Carlos Vargas Motta

In commercial Pinus taeda stands, the appearance of needle chlorosis has intensified in slow growth areas. This study aimed to verify if Visible Atmospherically Resistant Index (VARI) captures heterogeneity of Pinus taeda development and to determine what specific factors are associated with occurrence of chlorotic symptoms. We evaluated a 14 year-old reforested P. taeda stand that had already undergone two thinnings; the study area encompassed 18.42 ha on soil derived from acidic igneous parent material. A VARI map was used to delineate the area into four classes: Very Low, Low, Medium, and High. In each class, tree growth was evaluated, and samples of tree tissue (needles, trunk cross sections, and fine roots), litter, and soil were collected for evaluation. There were no differences in soil classification and fertility between classes for this acidic low fertility soil. However, compared to the lower VARI classes (Low and Very Low), tree wood volume (without bark) of the High class was 0.20 m3 higher per tree. Higher VARI classes showed greater concentrations of Ca and Mg in needles, bark, and fine roots. The High class also showed higher concentrations of Ca and Mg in litter, but with less litter accumulation. Therefore, VARI efficiently captured tree growth heterogeneity with a direct relationship noted between VARI and tree growth (height, DBH, volume, and trunk mass). In addition, chlorosis symptoms (yellowing) at needle tips and tree crown loss were more likely indicative of Mg deficiency, which probably caused reduced tree development.

在商业化的欧洲赤松林中,针叶枯萎病在生长缓慢的地区愈演愈烈。本研究旨在验证可见抗大气指数(VARI)是否捕捉到了欧洲赤松生长发育的异质性,并确定哪些特定因素与枯萎症状的发生有关。我们评估了一个 14 年树龄的重新造林的泰达松林地,该林地已经历了两次疏伐;研究区域占地 18.42 公顷,土壤来源于酸性火成岩母质。使用 VARI 地图将该区域划分为四个等级:极低、低、中和高。在每个等级中,都对树木的生长情况进行了评估,并采集了树木组织(针叶、树干横截面和细根)、枯枝落叶和土壤样本进行评估。在这种酸性低肥力土壤中,不同等级的土壤分类和肥力没有差异。然而,与较低的 VARI 等级(低和极低)相比,高等级每棵树的木材体积(不含树皮)高出 0.20 立方米。VARI 等级越高,针叶、树皮和细根中的钙和镁浓度越高。高分段树木的枯落物中钙和镁的含量也较高,但枯落物的积累较少。因此,VARI 能有效捕捉树木生长的异质性,VARI 与树木生长(高度、DBH、体积和树干质量)之间存在直接关系。此外,针尖的萎黄病症状(变黄)和树冠脱落更有可能表明缺镁,这可能会导致树木发育不良。
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引用次数: 0
Variations of monthly radial growth of Chinese fir [Cunninghamia lanceolata (Lamb.) Hook.] considering its responses to climatic factors 冷杉月径向生长量的变化,考虑其对气候因素的反应
IF 2.8 2区 农林科学 Q1 FORESTRY Pub Date : 2024-06-22 DOI: 10.1007/s10342-024-01712-x
Yiying Wang, Xiangwen Deng, Xie Zhang, Fuming Xiao, Renhua Zheng, Bin Yang, Wenhua Xiang

The relationship between tree radial growth and climate factors is intricate and affected by various factors related to global climate change. Chinese fir [Cunninghamia lanceolata (Lamb.) Hook.)] is a crucial fast-growing timber species in subtropical China. Its productivity, primarily determined by radial growth, has been influenced by climate change. Our study aimed to explore growth patterns and elucidate the correlation between radial growth and climate factors in Chinese fir plantations across four distinct climatic regions. Through correlation analysis and structural equation model (SEM), we explained the relationship between radial growth trends and climate factors. The results showed that monthly radial growth differed among the four production areas, with an “unimodal curve” in Fujian and Jiangxi, a “bimodal curve” in Hunan, and a “trimodal curve” in Yunnan. Radial growth was positively correlated with temperature and precipitation. The dryness index had a weak correlation with radial growth in Fujian and Jiangxi but a significant positive correlation in Hunan and Yunnan. SEM analyses indicated path coefficients for biological factors influencing radial growth (0.352 in Fujian, 0.616 in Jiangxi, 0.595 in Hunan, and 0.528 in Yunnan) and climate factors ( -0.003 in Fujian, 0.150 in Jiangxi, 0.265 in Hunan, and 0.005 in Yunnan). The factors affecting radial growth were the least in Fujian and the most in Yunnan, indicating greater climate sensitivity in the radial growth of Chinese fir from coastal to inland areas. These results enhance our understanding of climate impacts on forest productivity and offer a scientific basis for sustainably managing subtropical plantations under climate change.

树木径向生长与气候因子之间的关系错综复杂,并受到与全球气候变化有关的各种因素的影响。冷杉(Cunninghamia lanceolata (Lamb.) Hook.其生产力主要由径向生长决定,一直受到气候变化的影响。我们的研究旨在探索中国冷杉种植园在四个不同气候区的生长模式,并阐明径向生长与气候因子之间的相关性。通过相关分析和结构方程模型(SEM),我们解释了径向生长趋势与气候因子之间的关系。结果表明,四个产区的月径向生长量存在差异,福建和江西为 "单峰曲线",湖南为 "双峰曲线",云南为 "三峰曲线"。径向生长与温度和降水量呈正相关。干燥指数与福建和江西的径向生长呈弱相关,但与湖南和云南的径向生长呈显著正相关。SEM 分析表明,影响径向生长的生物因子的路径系数(福建为 0.352、江西为 0.616、湖南为 0.595、云南为 0.528)和气候因子的路径系数(福建为 -0.003、江西为 0.150、湖南为 0.265、云南为 0.005)。影响径向生长的因子在福建最少,在云南最多,这表明从沿海到内陆地区,冷杉径向生长对气候的敏感性更大。这些结果加深了我们对气候对森林生产力影响的理解,为气候变化下亚热带人工林的可持续管理提供了科学依据。
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引用次数: 0
Predicting the impacts of climate change on the geographic distribution of moso bamboo in China based on biomod2 model 基于biomod2模型预测气候变化对中国毛竹地理分布的影响
IF 2.8 2区 农林科学 Q1 FORESTRY Pub Date : 2024-06-22 DOI: 10.1007/s10342-024-01706-9
Rui Gu, Songpo Wei, Jiarui Li, Shihui Zheng, Zhiteng Li, Guanglu Liu, Shaohui Fan

Moso bamboo (Phyllostachys edulis), a non-timber plant resource in China, possesses significant ecological and economic value. However, human activities and climate change have degraded its natural habitat, posing a significant threat to its widespread distribution. To address this, we used species distribution models based on 115 occurrence data and 10 ecological variables to predict the potential suitable areas and spatial change trends of moso bamboo in present and future periods in China. We also analyzed areas with environmental anomalies and the drivers of its geographical variations under climate change. The results showed that the biomod2 ensemble model, consisting of eleven integrated models, exhibited significantly improved accuracy compared to single models. Key environmental factors limiting its distribution were mean diurnal temperature range (bio2), minimum temperature of the coldest month (bio6), precipitation seasonality (bio15), and elevation. Currently, the potential suitable habitat covers 152.74 × 104 km2, mainly from south of the Qinling-Huaihe River to north of the Tropic of Cancer. However, under future climate scenarios, these habitats will considerably shrink, especially in highly suitable areas. The moderately suitable habitat will fragment, and the low-suitability boundary will move northward. With the deepening impact of climate change, the entire distribution range will move towards higher latitudes. Hunan, Guizhou, Zhejiang, and western Jiangxi emerge as future climate refuges for moso bamboo, necessitating critical population protection. In summary, our research deepens our insight of how climate change drives the geographic distribution of moso bamboo and offers valuable theoretical support for its cultivation and conservation.

毛竹是中国的一种非木材植物资源,具有重要的生态和经济价值。然而,人类活动和气候变化导致其自然栖息地退化,对其广泛分布构成了严重威胁。为此,我们利用基于115个发生数据和10个生态变量的物种分布模型,预测了毛竹在中国当前和未来时期的潜在适宜区和空间变化趋势。我们还分析了环境异常区域以及气候变化下毛竹地理变化的驱动因素。结果表明,与单一模型相比,由 11 个综合模型组成的 biomod2 组合模型的准确性显著提高。限制其分布的主要环境因素包括平均昼夜温差(bio2)、最冷月最低气温(bio6)、降水季节性(bio15)和海拔高度。目前,潜在的适宜栖息地面积为 152.74 × 104 平方公里,主要分布在秦岭-淮河以南至北回归线以北地区。然而,在未来的气候情景下,这些栖息地将大幅缩小,尤其是在高度适宜地区。中度适宜栖息地将支离破碎,低适宜边界将向北移动。随着气候变化影响的加深,整个分布范围将向高纬度地区移动。湖南、贵州、浙江和江西西部将成为毛竹未来的气候避难所,因此有必要对毛竹种群进行重点保护。总之,我们的研究加深了我们对气候变化如何驱动毛竹地理分布的认识,并为毛竹的栽培和保护提供了宝贵的理论支持。
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引用次数: 0
How can optimized forest management plan regulate noise levels from wind turbines? 优化的森林管理计划如何调节风力涡轮机的噪音水平?
IF 2.8 2区 农林科学 Q1 FORESTRY Pub Date : 2024-06-22 DOI: 10.1007/s10342-024-01707-8
Tero Heinonen, Mari Selkimäki, Parvez Rana, Timo Tokola

Wind energy has emerged as one of the most economically viable renewable energy options in the transition towards a fossil-free society. In Finland, wind farms, consisting of several wind turbines, are commonly located in forested areas, prompting concerns about their potential audio-visual impacts. Despite this, research into how forests might mitigate the adverse effects of wind farms are limited. Forests can effectively serve as noise barrier, with their noise attenuation capacity varying based on the forest’s characteristics. Specifically, the attenuation level depends on the sound’s travel distance through the forest, as well as the size and density of trees. Our study findings indicate that forests can provide up to 10 dB of additional noise attenuation. This was achieved by integrating a forest structure-based model into forest planning calculations, aimed at mitigating noise pollution from wind turbines. Incorporating this noise model as a management objective significantly reduced noise levels in the pilot study area, outperforming traditional business-as-usual management strategies. Furthermore, adapting a combination of uneven-aged and even-aged forest management approaches resulted in more forested landscape, which was more effective in mitigating higher noise levels. Our results contribute important insights that, along with further research, can guide future forest planning and management towards enhanced sustainability.

在向无化石社会过渡的过程中,风能已成为经济上最可行的可再生能源之一。在芬兰,由多个风力涡轮机组成的风力发电场通常位于森林地区,这引发了人们对其潜在视听影响的担忧。尽管如此,有关森林如何减轻风力发电场负面影响的研究却十分有限。森林可以有效地起到噪音屏障的作用,其噪音衰减能力因森林的特性而异。具体来说,衰减水平取决于声音在森林中的传播距离以及树木的大小和密度。我们的研究结果表明,森林可以提供高达 10 分贝的额外噪音衰减。这是通过将基于森林结构的模型纳入森林规划计算实现的,目的是减轻风力涡轮机的噪声污染。将这一噪音模型作为管理目标,大大降低了试点研究区域的噪音水平,优于传统的 "一切照旧 "管理策略。此外,结合采用不均匀树龄和均匀树龄的森林管理方法,可以形成更多的森林景观,从而更有效地缓解更高的噪音水平。我们的研究结果提供了重要的见解,与进一步的研究一起,可以指导未来的森林规划和管理,以提高可持续性。
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引用次数: 0
Quo vadis Scots pine forestry in northern Germany: How do silvicultural management and climate change determine an uncertain future? 德国北部苏格兰松林的现状:造林管理和气候变化如何决定不确定的未来?
IF 2.8 2区 农林科学 Q1 FORESTRY Pub Date : 2024-06-21 DOI: 10.1007/s10342-024-01701-0
Hergen Christian Knocke, Maximilian Axer, Hans Friedrich Hamkens, Christoph Fischer, Jan Hendrik Hansen, Ralf-Volker Nagel, Matthias Albert

Scots pine is of greatest importance in northern Germany regarding its cultivation area and expected capability to perform in climate change. However, pine predominantly occurs in monocultures. Therefore, future pine forestry depends on an adaptation to climate change while improving ecological and economic forest functions. Yet future development of pine remains uncertain due to leeway in silvicultural guidelines and future climate. This study questions: (i) what is the range of future pine shares under climate change and different silvicultural management in northern Germany, (ii) how will the current stands develop and (iii) what is the range of uncertainty arising from climate models and silvicultural options? To answer these issues we (i) selected forest development types site- and climate-sensitively to either minimize or to maximize pine shares, (ii) simulated four, now practiced forest management scenarios for 50 years based on the German National Forest Inventory and (iii) analyzed the differences, to be interpreted as uncertainty. Novel to our approach is the site- and climate-sensitive selection of forest development types on large scales which emphasizes the contrasts of the different management guidelines. The results show that growing stock and cultivation area will decrease even if pine is promoted in forestry. The predicted restoration rate ranges from 50 to 72% depending on scenario and previous thinning regime. In conclusion, under the given management concepts and considering today’s high proportion of old pine, restoration is alarmingly slow. Amid the rapidly changing climate, we recommend to further adjust the management guidelines to accelerate forest restoration.

在德国北部,苏格兰松树的种植面积和在气候变化中的预期表现能力最为重要。然而,松树主要是单一种植。因此,未来的松树林业取决于能否适应气候变化,同时改善森林的生态和经济功能。然而,由于造林准则和未来气候的余地,松树的未来发展仍不确定。本研究提出的问题是:(i) 在德国北部气候变化和不同造林管理条件下,未来松树所占比例的范围;(ii) 当前林分将如何发展;(iii) 气候模型和造林方案的不确定性范围?为了回答这些问题,我们(i) 选择了对地点和气候敏感的森林发展类型,以最小化或最大化松树所占的比例;(ii) 根据德国国家森林资源清查,模拟了四种目前已实行了 50 年的森林管理方案;(iii) 分析了差异,并将其解释为不确定性。我们的新方法是在大尺度上选择对地点和气候敏感的森林发展类型,强调不同管理方针的对比。结果表明,即使在林业中推广松树,生长量和栽培面积也会减少。根据不同的方案和先前的疏伐制度,预测的恢复率在 50% 到 72% 之间。总之,在既定的管理理念下,考虑到如今老松的比例很高,恢复速度之慢令人震惊。在气候迅速变化的情况下,我们建议进一步调整管理准则,以加快森林恢复。
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引用次数: 0
Understanding beech (Fagus sylvatica L.) photosynthetic responses to microhabitat water deficit: a site-specific investigation 了解山毛榉(Fagus sylvatica L.)光合作用对微生境缺水的反应:针对具体地点的调查
IF 2.8 2区 农林科学 Q1 FORESTRY Pub Date : 2024-06-16 DOI: 10.1007/s10342-024-01702-z
Milan Borišev, Milan Župunski, Danijela Arsenov, Nataša Nikolič, Sonja Tarčak, Slobodanka Pajevič

This study explores the nuanced influence of microclimatic conditions on beech stand acclimatization throughout the vegetational season. Three closely situated localities on a north-oriented slope within the National Park Fruška Gora (Serbia) were selected, each exhibiting minimal elevation differences but distinct microhabitat characteristics shaped by orographic and hydrological properties. The hypothesis posits that subtle habitat differentiations imprint distinctive physiological acclimatization patterns in beech stands. Using statistical tools like Multiple Factor Analyses (MFA), Standardized Major Axis (SMA), and Random Forest Analyses (RFA), the study identifies significant relationships among monitored parameters. The vegetational season, extracted from 15 years of NDVI data, reveals prolonged activity with earlier greening and delayed defoliation. MFA analyses highlight the high dependence of beech acclimatization on spatio-temporal properties, showcasing distinctive transitions between months within subpopulations. Reduced July precipitation significantly impacts photosynthetic intensity, transpiration, stomatal conductance, and water use efficiency. Higher localities, closer to the mountain ridge, exhibit heightened vulnerability to water deficit, evident in intense disturbance of photochemical efficiency. In contrast, the lower locality demonstrates tolerance to reduced rainfall, benefitting from additional soil water supply. The severity of drought stress, along with the intricate interplay of microhabitat environmental factors and plant physiological responses, appears to define the acclimatization strategy of beech plants and influence their recovery potential. These findings underscore the spatial microhabitat impact, particularly orographic properties, on beech acclimation to water deficit, with distinct temporal responses at each locality. Implications extend to modified forest management strategies within the National Park, especially in the context of climate change.

本研究探讨了小气候条件在整个植被季节对山毛榉林木适应性的微妙影响。研究选取了塞尔维亚弗鲁什卡戈拉国家公园(National Park Fruška Gora)内北向斜坡上三个相距较近的地点,每个地点的海拔差异都很小,但受地形和水文特性的影响,微生境特征各不相同。假设认为,微妙的生境差异会在山毛榉林中形成独特的生理适应模式。该研究利用多因素分析(MFA)、标准化主轴(SMA)和随机森林分析(RFA)等统计工具,确定了监测参数之间的重要关系。从 15 年的归一化差异植被指数数据中提取的植被季节显示,植被活动期延长,返青期提前,落叶期推迟。MFA分析凸显了山毛榉适应性对时空特性的高度依赖性,展示了亚群内不同月份之间的独特过渡。七月份降水量的减少对光合作用强度、蒸腾作用、气孔导度和水分利用效率有很大影响。靠近山脊的高处更容易受到缺水的影响,光化学效率受到严重干扰。与此相反,较低的地方则表现出对降雨量减少的耐受性,从额外的土壤水分供应中获益。干旱胁迫的严重程度,以及微生境环境因素和植物生理反应之间错综复杂的相互作用,似乎决定了山毛榉植物的适应策略,并影响其恢复潜力。这些发现强调了空间微生境(尤其是地形特性)对山毛榉适应缺水的影响,每个地点都有不同的时间反应。这些发现对国家公园内修改森林管理策略具有重要意义,尤其是在气候变化的背景下。
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引用次数: 0
Distance-dependent mating but considerable pollen immigration in an isolated Quercus rubra planting in Germany 在德国一个孤立的红枹栎种植园中,交配受距离影响,但花粉移民相当多
IF 2.8 2区 农林科学 Q1 FORESTRY Pub Date : 2024-06-16 DOI: 10.1007/s10342-024-01704-x
Tania Dominguez-Flores, Katharina B. Budde, John E. Carlson, Oliver Gailing

Gene flow affects the genetic diversity and structure of tree species and can be influenced by stress related to changing climatic conditions. The study of tree species planted in locations outside their natural range, such as arboreta or botanical gardens, allows us to analyse the effect of severe fragmentation on patterns and distances of gene flow. Paternity analysis based on microsatellite marker genotyping was used to analyse how fragmentation affects gene flow among individuals of Quercus rubra L. distributed in a small isolated group of trees (15 trees) planted in the arboretum on the North Campus of the University of Göttingen. For paternity analysis, 365 seedlings from four seed parents were selected and genotyped using 16 microsatellites. The analysis revealed the majority of pollen (84.89%) originated from trees within the site and identified three large full-sib families consisting of 145, 63 and 51 full-sibs. The average pollen dispersal distance for the four seed parents ranged from 17.3 to 103.6 meters. We observed substantial genetic differentiation among effective pollen clouds of the four seed parents (G’’ST = 0.407) as a result of cross pollination between neighboring trees. No self-fertilization was observed. Gene dispersal via pollen followed the expected distance-dependent pattern, and we observed a significant influx of external pollen (15.11%, ranging from 8.64 to 26.26% for individual seed parents) from a diverse set of donors (30). Long-distance pollen dispersal could explain the presence of significant genetic variation even in isolated natural Q. rubra populations.

基因流动会影响树种的遗传多样性和结构,并可能受到与不断变化的气候条件有关的压力的影响。通过研究在自然分布区以外的地点(如树木园或植物园)种植的树种,我们可以分析严重破碎化对基因流动模式和距离的影响。基于微卫星标记基因分型的亲子鉴定分析被用来分析破碎化如何影响分布在哥廷根大学北校区树木园的一小群孤立树木(15棵)中的红枹(Quercus rubra L.)个体之间的基因流动。为了进行亲子鉴定分析,从四个亲本中挑选了 365 株树苗,并使用 16 个微卫星进行了基因分型。分析结果表明,大部分花粉(84.89%)来源于该植物园内的树木,并确定了由 145、63 和 51 个全同胞兄弟姐妹组成的三个大型全同胞家族。四个亲本的平均花粉传播距离从 17.3 米到 103.6 米不等。我们观察到,由于相邻树木之间的异花授粉,四个亲本种子的有效花粉云之间存在很大的遗传差异(G''ST = 0.407)。没有观察到自交。基因通过花粉的传播遵循了预期的距离依赖模式,我们观察到来自不同供体的外部花粉大量涌入(15.11%,单个种子亲本从 8.64% 到 26.26% 不等)(30)。长距离花粉传播可以解释为什么即使在孤立的天然红柳桉种群中也存在显著的遗传变异。
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引用次数: 0
Maximizing the economic benefit for cable yarding timber harvesting operations by spatially optimizing tree selection 通过空间优化树木选择,实现电缆码放木材采伐作业的经济效益最大化
IF 2.8 2区 农林科学 Q1 FORESTRY Pub Date : 2024-05-30 DOI: 10.1007/s10342-024-01700-1
Francesco Sforza, Michael Starke, Patrick Dietsch, Peter Thür, Emanuele Lingua, Martin Ziesak

The efficiency of forest logging operations can be strongly affected by the layout of the harvesting pattern, which is usually based on silvicultural constraints and technical feasibility. Specifically, individual tree volume and the spatial distribution of trees significantly impact the overall harvesting performance. Spatial optimization of tree selection at the forest stand level may improve timber harvest efficiency by maximizing key performance indicators, such as the economic benefit, under given operational and silvicultural constraints. In this study, we applied two harvesting operation-optimization approaches based on integer programming for uphill cable yarding operations in mountain areas, including tree selection and load maximization. The first approach involves tree selection based on single tree harvest, while the second one performs tree selection based on tree clusters harvest per work cycle. As input elements a productivity model, derived by time-motion study with a Mounty MT50-2 and individual tree parameters extracted from high-resolution airborne laser scanning data, were prepared. Single tree information was further rated by financial value, and subsequently combined with the productivity model, allowing a detailed breakdown of operational costs. The results showed that optimizing the tree selection while respecting the allowable cut timber volume established in the harvesting plan can improve the efficiency of forest operations. The cluster approach was shown to be more efficient in terms of economic benefit compared to the actual selection, with an increase of 24.94%. However, the single tree approach resulted in a decrease of economic benefit compared to the actual selection, with a decrease of 22.85%.

森林采伐作业的效率会受到采伐模式布局的强烈影响,而采伐模式布局通常基于造林限制和技术可行性。具体来说,单株树木的数量和树木的空间分布会对整体采伐效果产生重大影响。在给定的操作和造林约束条件下,在林分水平上对林木选择进行空间优化,可通过最大化关键性能指标(如经济效益)来提高木材采伐效率。在这项研究中,我们采用了两种基于整数编程的采伐作业优化方法,用于山区上坡电缆码放作业,包括树种选择和负荷最大化。第一种方法涉及基于单棵树木采伐的树木选择,而第二种方法则基于每个工作周期的树木集群采伐进行树木选择。作为输入要素,使用 Mounty MT50-2 进行时间运动研究,并从高分辨率机载激光扫描数据中提取单棵树的参数,从而得出生产率模型。根据经济价值对单棵树木的信息进行了进一步评级,随后与生产率模型相结合,对运营成本进行了详细分解。结果表明,在遵守采伐计划中规定的可伐木材量的同时优化树木选择,可以提高森林作业的效率。与实际选择相比,集群法的经济效益更高,提高了 24.94%。然而,与实际选择相比,单树方法导致经济效益下降,降幅为 22.85%。
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引用次数: 0
Enhancing precision in quantification and spatial distribution of logging residues in plantation stands 提高人工林中伐木残留物的量化和空间分布精度
IF 2.8 2区 农林科学 Q1 FORESTRY Pub Date : 2024-05-30 DOI: 10.1007/s10342-024-01699-5
Alberto Udali, Bruce Talbot, Simon Ackerman, Jacob Crous, Stefano Grigolato

Forests, essential components of ecosystems, are managed for sustainable timber production in forest plantations to meet the growing demand for wood products. The intricate balance between sustainable forest management and logging residue management practices is crucial for ecological integrity and economic viability. Logging residues, byproducts of timber harvesting, significantly influence carbon and nutrient cycling, soil structure, and overall ecosystem health. Recent technological advancements, particularly the use of drones integrated with artificial intelligence, enable the processing of large datasets, providing meaningful insights into logging residues and forest dynamics. This study aims to evaluate the quantification and distribution of logging residues in forest plantations, utilizing machine learning classification models fed with drone-based images. The classification was performed using a Random Forest model fed with spectral and terrain variables, whereas the volume estimations were derived from field measurements and from the drone classification. Overall the classification achieved solid results (Overall Accuracy of 0.89), and the volume estimation resulting in solid comparison with field estimation (ratio 0.72–1.98), but poor correlation (R2 of 0.26 and 0.36). We concluded that the proposed methodology is suitable for classifying and assessing residues distribution over recently harvested areas, but further improvement of the volume estimation methodology is necessary to ensure comprehensive and precise assessment of residue distribution over recently harvested areas.

森林是生态系统的重要组成部分,为满足日益增长的木制品需求,人们对人工林进行可持续木材生产管理。可持续森林管理与伐木剩余物管理实践之间错综复杂的平衡对生态完整性和经济可行性至关重要。伐木剩余物是木材采伐的副产品,对碳和养分循环、土壤结构以及整个生态系统的健康有着重大影响。最近的技术进步,特别是无人机与人工智能的结合使用,使得处理大型数据集成为可能,从而为了解伐木残留物和森林动态提供了有意义的见解。本研究旨在利用基于无人机图像的机器学习分类模型,评估人工林中伐木残留物的量化和分布情况。分类是利用一个包含光谱和地形变量的随机森林模型进行的,而体积估算则来自实地测量和无人机分类。总的来说,分类取得了很好的结果(总体准确率为 0.89),体积估算结果与实地估算结果(比率为 0.72-1.98)进行了比较,但相关性较差(R2 为 0.26 和 0.36)。我们的结论是,建议的方法适用于对新近收获区域的残留物分布进行分类和评估,但有必要进一步改进体积估算方法,以确保对新近收获区域的残留物分布进行全面、精确的评估。
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引用次数: 0
Stand structural effects on growth distribution and growth efficiency in Scots pine and Mediterranean pine in Spain 林分结构对西班牙苏格兰松和地中海松生长分布和生长效率的影响
IF 2.8 2区 农林科学 Q1 FORESTRY Pub Date : 2024-05-25 DOI: 10.1007/s10342-024-01698-6
Cristobal Ordóñez, Douglas A. Maguire, Valentín Pando, Felipe Bravo

Understanding the growth efficiency of individual trees, or growth per unit of resource utilization, can inform silvicultural management strategies to maximize tree and stand growth. Stand structure—the size and spatial distributions of trees within the stand—strongly influences water, light, and nutrient availability, as well as the resource-use efficiency of each tree. Key silvicultural tools for stand management include manipulating tree density, size distribution, and arrangement by controlling natural regeneration, artificial seeding, planting seedlings, and/or subsequent thinning of established trees. We analyzed two sets of plots from even-aged stands of common coniferous species in central Spain, 106 pure Scots pine (Pinus sylvestris) and 92 pure Mediterranean pine (Pinus pinaster), to examine the dynamics of the dominance hypothesis, the relationship between stand structure and growth, and the relationship between structure and growth efficiency. Our main findings revealed a negative impact of size-class uniformity on stand growth in both Scots pine and Mediterranean pine, while the positive effect of tree size on growth efficiency was supported for Mediterranean pine stands but uncertain for Scots pine. At the operational level, our results highlight how thinning intensity is more important than the thinning method in Mediterranean pinewoods and how thinning can benefit the provision of multiple ecosystem services. We also recommend integrating dominance effects on growth into individual tree modelling.

了解单棵树木的生长效率(或单位资源利用率的生长量)可以为造林管理策略提供参考,从而最大限度地提高树木和林分的生长量。林分结构--林分中树木的大小和空间分布--对水分、光照和养分的可用性以及每棵树木的资源利用效率有很大影响。林分管理的主要造林工具包括通过控制自然再生、人工播种、种植幼苗和/或对已成活树木进行后续疏伐来控制树木密度、大小分布和排列。我们分析了西班牙中部常见针叶树种的两组均匀年龄林分地块,即 106 个纯苏格兰松(Pinus sylvestris)和 92 个纯地中海松(Pinus pinaster),以研究优势假说的动态、林分结构与生长之间的关系以及结构与生长效率之间的关系。我们的主要研究结果表明,在苏格兰松和地中海松中,树体大小均匀性对林分生长有负面影响,而树体大小对生长效率的正面影响在地中海松林分中得到支持,但在苏格兰松林分中则不确定。在操作层面,我们的研究结果强调了在地中海松林中,疏伐强度比疏伐方法更重要,以及疏伐如何有利于提供多种生态系统服务。我们还建议将对生长的优势效应纳入单棵树木的建模中。
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引用次数: 0
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European Journal of Forest Research
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