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Impact of road corridors on soil properties and plant communities in high-elevation fragile ecosystems 公路走廊对高海拔脆弱生态系统土壤特性和植物群落的影响
IF 2.8 2区 农林科学 Q1 FORESTRY Pub Date : 2024-08-01 DOI: 10.1007/s10342-024-01720-x
Wenjie Bao, Wenfu Zhang, Jinlong Dong, Xiaodong Yang, Shangwen Xia, Hui Chen

Road construction constitutes a significant disruption to natural ecosystems. Globally, high-elevation regions are among the most fragile and sensitive ecosystems, while systematic information regarding the impact of road construction on soil properties and plant communities in these regions remains scarce. To fill this gap, this study employed a paired plot design, establishing the natural and disturbed plots along the National Highway 214 (48 years) and 219 (12 years) from Yunnan Province to Tibet Autonomous Region in Southwest China, with elevation ranging from 2,400 m to 4,900 m. A total of 68 sampling plots (34 locations) were selected to compare the pattern of soil properties and plant communities between the two categories along elevation gradient. Results revealed the restoration of soil properties post-disturbance had been multifaceted and long-lasting. Specifically, disturbed plots exhibited a significant increase in soil pH, while soil moisture, TC, TN, TP, NH4-N, and AK suffered substantial loss. Moreover, the strong recovery ability of shrub and herbaceous species was observed in our study, while tree communities were difficult to revert to their original state. Furthermore, the influence of elevation on vegetation restoration also varied depending on plant life forms. In light of these findings, appropriate strategies including restorative planting, soil amelioration, customized restoration plan for specific ecosystems, monitoring and adaptive management, were proposed to mitigate the negative impacts and promote the ecosystem recovery after road construction in these ecologically fragile regions.

道路建设严重破坏了自然生态系统。在全球范围内,高海拔地区是生态系统最脆弱、最敏感的地区之一,而有关公路建设对这些地区土壤性质和植物群落影响的系统性信息却仍然很少。为填补这一空白,本研究采用配对小区设计,在中国西南地区云南省至西藏自治区的 214 国道(48 年)和 219 国道(12 年)沿线,海拔从 2,400 米到 4,900 米之间,分别建立了自然小区和干扰小区,共选择了 68 个采样小区(34 个地点),比较两类小区沿海拔梯度的土壤性质和植物群落模式。结果表明,扰动后土壤性质的恢复是多方面和持久的。具体而言,扰动地块的土壤 pH 值显著上升,而土壤水分、TC、TN、TP、NH4-N 和 AK 则大幅下降。此外,我们还观察到灌木和草本物种的恢复能力很强,而乔木群落则很难恢复到原来的状态。此外,海拔高度对植被恢复的影响也因植物的生命形式而异。鉴于这些发现,我们提出了适当的策略,包括恢复性种植、土壤改良、针对特定生态系统的定制恢复计划、监测和适应性管理,以减轻道路建设对这些生态脆弱地区的负面影响并促进生态系统的恢复。
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引用次数: 0
The composition and functional roles of soil autotrophic microorganisms in vegetation restoration of degraded karst forest 退化喀斯特森林植被恢复中土壤自养微生物的组成和功能作用
IF 2.8 2区 农林科学 Q1 FORESTRY Pub Date : 2024-07-26 DOI: 10.1007/s10342-024-01723-8
Yu Dai, Lipeng Zang, Guangqi Zhang, Qingfu Liu, Mingzhen Sui, Yuejun He, Shasha Wang, Chunjie Zhou, Danmei Chen

Autotrophic microorganisms play a significant role in atmospheric CO2 fixation and soil organic carbon (SOC) sequestration in diverse ecosystems, but little is known about their role in karst forests. To investigate the composition and changes of autotrophic microbial communities during degraded karst forest restoration, the related functional genes and microorganisms from three restoration stages (shrubbery, TG; secondary forest, SG; old-growth forest, OG) were examined through metagenomic sequencing. Their underlying drivers and contributions to SOC were investigated using structural equation modeling (SEM) and regression analysis. Karst forest restoration resulted in the synchronous recovery of above-ground plants and soil conditions. When TG was restored to OG, soil autotrophic CO2 fixation microbes changed significantly, indicated by an increase in microbial functional strength and diversity. Among the six examined functional pathways, the rTCA cycle contributed the most (0.074–0.082%), while the WL pathway contributed the least (0.008–0.010%) to CO2 fixation functions. Except the Calvin cycle, genes involved in the other five pathways showed an increase with karst forest restoration. SEMs further revealed that soil pH and available nitrogen directly drive the increase in microbial autotrophic CO2 fixation functions. In karst forests, autotrophic CO2-fixing microorganisms play a crucial role in enhancing SOC, particularly through the DC/4-HB cycle, 3-HP/4-HB cycle, and WL pathway. Soil microbial communities involved in autotrophic CO2 fixation were predominantly attributed to Proteobacteria (43.02–32.42%) and Actinobacteria (18.83–30.89%), although their contributions varied across different stages. These results highlight the significant contribution of autotrophic microorganisms to the SOC of karst forests and enhance our understanding of the microbial mechanisms behind soil C sequestration.

自养微生物在多种生态系统的大气二氧化碳固定和土壤有机碳(SOC)固存中发挥着重要作用,但人们对它们在喀斯特森林中的作用知之甚少。为了研究退化喀斯特森林恢复过程中自养微生物群落的组成和变化,我们通过元基因组测序研究了三个恢复阶段(灌木林,TG;次生林,SG;原始森林,OG)的相关功能基因和微生物。利用结构方程建模(SEM)和回归分析研究了它们的内在驱动因素和对 SOC 的贡献。喀斯特森林恢复后,地上植物和土壤条件同步恢复。当 TG 恢复到 OG 时,土壤自养型二氧化碳固定微生物发生了显著变化,表现为微生物功能强度和多样性的增加。在所考察的六种功能途径中,rTCA 循环对二氧化碳固定功能的贡献最大(0.074%-0.082%),而 WL 途径对二氧化碳固定功能的贡献最小(0.008%-0.010%)。除卡尔文循环外,其他五种途径的基因都随着喀斯特森林的恢复而增加。扫描电子显微镜进一步发现,土壤pH值和可利用氮直接驱动微生物自养型二氧化碳固定功能的增加。在喀斯特森林中,自养型二氧化碳固定微生物在提高SOC方面起着至关重要的作用,特别是通过DC/4-HB循环、3-HP/4-HB循环和WL途径。参与自养固定 CO2 的土壤微生物群落主要是变形菌(43.02%-32.42%)和放线菌(18.83%-30.89%),尽管它们在不同阶段的贡献率不同。这些结果凸显了自养微生物对喀斯特森林 SOC 的重要贡献,并加深了我们对土壤固碳背后的微生物机制的理解。
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引用次数: 0
Effect of acorn fall phenology on seedling establishment success in two mediterranean oak species. Implications facing climate change 两种地中海橡树的橡子落果期对树苗成活率的影响。气候变化的影响
IF 2.8 2区 农林科学 Q1 FORESTRY Pub Date : 2024-07-20 DOI: 10.1007/s10342-024-01719-4
María José Leiva, María Perelló-Rodríguez

This study focuses on the effect of differences in acorn dropping time on seedling establishment in two abundant Mediterranean oak species: Quercus ilex subsp. ballota and Q. suber. These species show extended seed dropping seasons (i.e., 4 to 5 months) and the fallen acorns thus experience variable conditions, including differences in climate and microclimate, as well as differences in biological interactions (mainly pre- and post-dispersal predation by insect larvae and rodents, respectively). We conducted two field experiments and a field survey on acorn infection by insect larvae and analysed the ability of early and late dropped acorns to achieve success (i.e., remaining healthy, germinating, and emerging as seedlings). The results indicated that pre- and post-dispersal predation of propagules changed over time. However, these factors had low effect on final seedling success. In opposition, warmer (i.e., autumn) conditions at acorn dropping and sowing time decreased seedling establishment in Q. suber, likely by a lack of cold stratification, while the conditions had no effect on Q. ilex subsp. ballota seedlings. We conclude that climate warming can selectively decrease the number of seedlings that are established in late springtime, before the onset of the characteristic Mediterranean summertime drought, thus negatively affecting the population dynamic in these species, which exhibit a high level of physiological dormancy as they depend on cold conditions to maximise acorn germination and epicotyl emergence.

本研究的重点是橡子落果时间的差异对两种丰富的地中海橡树幼苗生长的影响:栎亚种(Quercus ilex subsp.这两个物种的落种季节较长(即 4 到 5 个月),因此落下的橡子所经历的条件也各不相同,包括气候和小气候的差异,以及生物相互作用的差异(主要分别是昆虫幼虫和啮齿动物在落种前和落种后的捕食)。我们对橡子受昆虫幼虫感染的情况进行了两次田间试验和一次实地调查,并分析了早落和晚落橡子的成功能力(即保持健康、发芽和出苗)。结果表明,传播前和传播后对繁殖体的捕食随着时间的推移而变化。然而,这些因素对最终成苗的影响较小。相反,橡子掉落和播种时的较暖(即秋季)条件降低了 Q. suber 的幼苗成活率,这可能是由于缺乏低温分层,而这些条件对 Q. ilex subsp.我们的结论是,气候变暖会有选择性地减少春末地中海夏季干旱来临前育苗的数量,从而对这些物种的种群动态产生负面影响,因为它们依赖寒冷条件来最大限度地提高橡子萌芽和外胚轴萌发,因而表现出高度的生理休眠。
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引用次数: 0
Comparing the intra-annual radial growth of three temperate species as related to leaf phenology 比较三个温带物种的年内径向生长与叶片物候的关系
IF 2.8 2区 农林科学 Q1 FORESTRY Pub Date : 2024-07-11 DOI: 10.1007/s10342-024-01718-5
Nipeng Qian, Zhenzhao Xu, Chaojie Song, Chunchao Dong, Zhen Sun, Ying Liu, Zhenyong Deng, Mingzhu Cong, Qijing Liu

The complex interplay between primary and secondary growth processes in trees holds paramount significance in unraveling the physiological connections within distinct tree tissues. In this study, we continuously monitored the intra-annual radial growth of Pinus koraiensis, Quercus mongolica, and Betula platyphylla in Changbai Mountain of northeast China using microcore techniques from April to September 2021. Additionally, we used existing leaf phenology models to simulate the seasonal variations of leaf area of three species. Our results revealed substantial difference in radial growth dynamics and leaf expansion patterns among the different wood species. Notably, a synchronization between leaf expansion and radial growth was observed in certain phases for pine and birch, with a significant positive correlation between the rates of leaf expansion and radial growth. Conversely, oak exhibited no synchrony between leaf development and radial growth. Temporal disparities between cambial phenology and leaf phenology were observed. Specifically, for pine, leaf unfolding occurred prior to the onset of wall-thickening, while leaf shedding took place after the cessation of lignification. Oak exhibited a delayed leaf unfolding compared to the initiation of secondary wall formation, and leaf shedding notably occurred later than the cessation of radial growth. In contrast, birch displayed an earlier leaf unfolding in comparison to the onset of radial growth, and the cessation of lignification was later than leaf shedding. These findings indicate the diversity in physiological mechanisms and survival strategies among different wood species. Our results suggest that radial growth in pine and birch appears to be heavily reliant on photosynthetic activity of leaves, while oak places greater emphasis on carbon storage, particularly during early growing season. The findings provide new insights into the complex mechanisms of tree growth and are critical for predicting future species suitability in temperate forests.

树木一次生长过程和二次生长过程之间复杂的相互作用对于揭示不同树木组织内部的生理联系具有重要意义。在本研究中,我们利用微芯技术,从 2021 年 4 月至 9 月连续监测了中国东北长白山的柯来松、蒙古栎和桦树的年内径向生长。此外,我们还利用现有的叶片物候模型模拟了三个物种叶面积的季节变化。我们的研究结果表明,不同木种的径向生长动态和叶片扩展模式存在很大差异。值得注意的是,松树和桦树的叶片扩张和径向生长在某些阶段是同步的,叶片扩张速度和径向生长速度之间存在显著的正相关。相反,橡树的叶片展开和径向生长并不同步。我们还观察到了韧皮部物候与叶片物候之间的时间差异。具体来说,松树的叶片展开发生在叶壁开始增厚之前,而叶片脱落则发生在木质化停止之后。与次生壁形成开始的时间相比,橡树的叶片展开时间较晚,叶片脱落的时间明显晚于径向生长停止的时间。相比之下,桦树的叶片展开时间早于径向生长开始的时间,木质化停止的时间晚于叶片脱落的时间。这些发现表明,不同木种的生理机制和生存策略存在多样性。我们的研究结果表明,松树和桦树的径向生长似乎在很大程度上依赖于叶片的光合作用,而橡树则更重视碳储存,尤其是在生长季节的早期。这些发现为了解树木生长的复杂机制提供了新的视角,对于预测温带森林未来的物种适宜性至关重要。
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引用次数: 0
Modeling the influence of competition, climate, soil, and their interaction on height to crown base for Korean pine plantations in Northeast China 模拟竞争、气候、土壤及其相互作用对中国东北朝鲜松人工林冠基高度的影响
IF 2.8 2区 农林科学 Q1 FORESTRY Pub Date : 2024-07-09 DOI: 10.1007/s10342-024-01710-z
Yunfei Yan, Junjie Wang, Suoming Liu, Damodar Gaire, Lichun Jiang

Height to crown base (HCB) is an important tree-level characteristic used to determine crown size and serves as an important input variable for forest growth and yield models. Competition between forest stands and environmental conditions are the main factors influencing HCB not only through independent effects but also through interactive effects. In addition, it is unclear whether these effects on HCB differ depending on the social status of the tree. Accordingly, we conducted a pioneering study to assess the independent and interactive effects of competition, climate, and soil on HCB using measurements from a total of 7188 Korean pine (Pinus koraiensis) trees at 98 sample plots located in northeastern China. Moreover, HCB simulations under different competitive conditions or soil gradients were provided based on the actual local climatic types to provide targeted recommendations for plantations. The results showed that stand basal area (BA), the basal area of trees larger than the subject tree (BAL), mean temperature of the coldest month (MCMT), Hargreaves climatic moisture deficit (CMD), and total nitrogen (TN) were the main factors influencing HCB. As CMD increases, the influence direction of BA and MCMT on HCB changes, and the intensity of their influence decreases. The results of hierarchical partitioning analysis showed that the impacts of climate on HCB were different depending on social status. Suppressed trees exhibit a lower climate sensitivity compared to dominant and intermediate trees. Simulation results indicate that regulating stand competition through thinning operations and adjusting soil nitrogen content by increasing understory vegetation promote crown recession, thereby increases HCB. Our findings highlight the significance of independent and interactive considering competition, climate, and soil variables to improve HCB model predictions at large spatial scales and guidance on stand management in the context of climate change.

树冠基部高度(HCB)是用于确定树冠大小的重要树级特征,也是森林生长和产量模型的重要输入变量。林分之间的竞争和环境条件是影响 HCB 的主要因素,这些因素不仅具有独立效应,还具有交互效应。此外,目前还不清楚这些影响是否会因树木的社会地位而有所不同。因此,我们开展了一项开创性的研究,利用位于中国东北部的 98 个样地共 7188 株韩国松(Pinus koraiensis)的测量数据,评估了竞争、气候和土壤对 HCB 的独立和交互影响。此外,还根据当地的实际气候类型,模拟了不同竞争条件或土壤梯度下的六氯苯含量,为植树造林提供了有针对性的建议。结果表明,林分基部面积(BA)、大于对象林分的林木基部面积(BAL)、最冷月平均温度(MCMT)、哈格里夫斯气候水分亏缺(CMD)和总氮(TN)是影响HCB的主要因素。随着 CMD 的增加,BA 和 MCMT 对 HCB 的影响方向发生变化,影响强度减小。层次划分分析结果表明,社会地位不同,气候对 HCB 的影响也不同。与优势树种和中间树种相比,被抑制树种对气候的敏感性较低。模拟结果表明,通过疏伐作业调节林分竞争,以及通过增加林下植被调节土壤氮含量,都会促进树冠衰退,从而增加六氯丁二烯。我们的研究结果凸显了考虑竞争、气候和土壤变量的独立和交互作用对于改进大空间尺度上的六氯苯模型预测和气候变化背景下的林分管理指导的重要意义。
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引用次数: 0
High-resolution harvester data for estimating rolling resistance and forest trafficability 用于估算滚动阻力和森林交通性的高分辨率收割机数据
IF 2.8 2区 农林科学 Q1 FORESTRY Pub Date : 2024-07-09 DOI: 10.1007/s10342-024-01717-6
Aura Salmivaara, Eero Holmström, Sampo Kulju, Jari Ala-Ilomäki, Petra Virjonen, Paavo Nevalainen, Jukka Heikkonen, Samuli Launiainen

Information on terrain conditions is a prerequisite for planning environmentally and economically sustainable forest harvesting operations that avoid negative impact on soils. Current soil data are coarse, and collecting such data with traditional methods is expensive. Forest harvesters can be harnessed to estimate the rolling resistance coefficient ((mu _{RR})), which is a proxy for forest trafficability. Using spatio-temporal data on engine power used, speed travelled, and machine inclination, (mu _{RR}) can be computed for harvest areas. This study describes an extensive, high-resolution data on (mu _{RR}) collected in a boreal forest landscape in Southern Finland during the non-frost period of 2021, covering roughly 50 km of harvester routes. We report improvements in removing some of the previous restrictions on calculating (mu _{RR}) on steeper slopes, enabling the calculation within a (-10^{circ }) to (+10^{circ }) slope range with a speed range of 0.6–1.2 ms(^{-1}). We characterise the variation in (mu _{RR}) both between and within 11 test sites harvested during the April-August period. The site mean (mu _{RR}) varies from (sim) 0.14 to 0.19 and shows significant differences between the sites. Using simulations of the hydrological state of the soil and open spatial data on forest and topography, we identify features that best explain the extremes of (mu _{RR}) within the sites. Several wetness-related indices, such as the depth-to-water index with varying thresholds, explain the (mu _{RR}) extremes, while biomass-related stand attributes indirectly explain these through their linkage to site and soil characteristics. Obtaining (mu _{RR}) from actual operational data extends the capabilities of large-scale harvester-based data collection and paves the way for building data-driven models for trafficability prediction.

有关地形条件的信息是规划环境和经济上可持续的森林采伐作业,避免对土壤造成负面影响的先决条件。目前的土壤数据比较粗糙,而且用传统方法收集这些数据成本高昂。可以利用森林采伐机来估算滚动阻力系数((mu _{RR})),它是森林交通性的代表。利用使用的发动机功率、行驶速度和机器倾角的时空数据,可以计算出采伐区的(mu _{RR})。本研究描述了 2021 年无霜期在芬兰南部寒带森林景观中收集的大量高分辨率数据,覆盖了大约 50 公里的收割机路线。我们报告了在消除以前对计算陡坡上的(mu _{RR}) 的一些限制方面所取得的进展,使计算在(-10^{circ }) 到(+10^{circ })的坡度范围内进行,速度范围为0.6-1.2 ms(^{-1}) 。我们描述了 4 月至 8 月期间 11 个试验点之间和内部的 (mu _{RR})变化特征。站点平均值从 0.14 到 0.19 不等,并且在站点之间存在显著差异。通过模拟土壤的水文状态以及关于森林和地形的开放空间数据,我们确定了最能解释站点内 (mu _{RR}) 极端值的特征。一些与湿度相关的指数,如具有不同阈值的水深指数,可以解释(mu _{RR})极值,而与生物量相关的林分属性通过与地点和土壤特性的联系间接地解释了这些极值。从实际操作数据中获取(mu _{RR})扩展了基于收割机的大规模数据收集能力,并为建立数据驱动的交通性预测模型铺平了道路。
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引用次数: 0
A review of the effect of fertilization on the wood properties of Pinus trees 施肥对松树木材特性的影响综述
IF 2.8 2区 农林科学 Q1 FORESTRY Pub Date : 2024-07-06 DOI: 10.1007/s10342-024-01709-6
S. Akello, B. du Toit, B. M. Balboni, C. B. Wessels

The use of intensive silviculture to increase forest productivity in commercial plantations will undoubtedly persist into the future. This review synthesizes and analyses studies that have investigated the influence of fertilization on density, microfibril angle (MFA), and modulus of elasticity (MOE) of different Pinus species under intensive management. It was found that in general, ring width or growth rate demonstrated a negative correlation with density, and a positive relationship with MFA. Also, the relationship between growth rate and density and MFA were age specific and often non-significant at the whole stem level. Earlywood and latewood were influenced differently by fertilization: Earlywood width and density increased while in latewood, width stayed constant but density decreased. This resulted in a decrease in within-ring heterogeneity of density and density-related properties. Since latewood generally contributed more to whole-ring density, the net effect was that whole-ring wood density of pines mostly decreased with fertilization. Given that fertilization often resulted in a decrease in wood density and an increase in MFA, MOE decreased with fertilization. Most fertilization-wood-property studies on Pinus involved nitrogen and phosphorus fertilizers with differing quantity and ratios. Results suggest that nitrogen may cause the greatest change in wood growth and properties. An important question that was often unanswered in research, was whether the effect of specific fertilization treatments on wood properties were purely based on the influence of increased growth or whether there were direct influences not explained by growth. Also, despite potassium being an important elemental component of many fertilizers, relatively little work has been done to determine its effect on wood properties.

在商业人工林中使用集约化造林来提高森林生产力的做法在未来无疑仍将继续。本综述综合分析了在集约化管理下施肥对不同松树树种的密度、微纤角(MFA)和弹性模量(MOE)的影响。研究发现,一般来说,环宽或生长率与密度呈负相关,而与 MFA 呈正相关。此外,生长率与密度和 MFA 之间的关系有年龄的特定性,在整个茎干水平上往往不显著。施肥对早材和晚材的影响不同:耳材的宽度和密度增加,而晚材的宽度保持不变,但密度下降。这导致密度和密度相关特性的环内异质性降低。由于晚材通常对整环密度的贡献更大,因此净效应是松树的整环木材密度大多随施肥而降低。由于施肥通常会导致木材密度降低,而MFA增加,因此MOE会随着施肥而降低。大多数关于松树施肥与木材特性的研究都涉及不同数量和比例的氮肥和磷肥。研究结果表明,氮肥对木材生长和特性的影响最大。研究中经常没有回答的一个重要问题是,特定施肥处理对木材特性的影响是纯粹基于生长增加的影响,还是存在生长无法解释的直接影响。此外,尽管钾是许多肥料的重要元素成分,但确定其对木材特性影响的工作相对较少。
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引用次数: 0
Cyclic loading effects and stability assessment of trees and stumps used as anchors in cable yarding operations 在电缆码放作业中用作锚的树木和树桩的循环载荷效应和稳定性评估
IF 2.8 2区 农林科学 Q1 FORESTRY Pub Date : 2024-07-05 DOI: 10.1007/s10342-024-01714-9
Luca Marchi, Omar Mologni, Ken Byrne, Stefano Grigolato, Dominik Roeser

Swing yarders in running skyline configuration using either grapples or chokers represent the most common configuration for cable yarding in coastal British Columbia. In this context, whole-tree logging and short work cycles lead to heavy and repeated loads applied to the trees and stumps when used as anchors for the rigging cables. Moreover, increased harvesting of second-growth forest stands leads to the unavailability of large and safe trees, thus introducing new challenges to identify suitable anchors and potentially increases safety risks of cable yarding operations.

The present study aimed to collect evidence of the mechanical response provided by anchors for typical cable yarders used in second-growth harvesting in coastal British Columbia, and test the suitability of innovative techniques for the stability assessment based on the relationship between the anchor root-plate rotations and the related applied tensile forces. A conspicuous dataset could be derived from all the surveys, storing anchor rotations from a total of 1522 work cycles of which 1224 work cycles included also tensions measurements. The methodological approach was proven effective for monitoring different rigging configurations giving proof that repeated loading affects the stability of a tree/stump which can rapidly change over few hours of active yarding operations. Acquired data proved also that comparing theoretical failure limits with anchor rotations could be a valid approach however a considerable amount of species-specific data from tree pulling tests is required.

在不列颠哥伦比亚省沿海地区,最常见的缆绳码放方式是使用抓斗或吊钩的天际线摆动式码放机。在这种情况下,整树采伐和较短的工作周期导致树木和树桩在作为索具缆绳的锚定物时承受沉重和重复的负荷。本研究旨在收集不列颠哥伦比亚省沿海次生林采伐中使用的典型电缆码放机锚的机械响应证据,并根据锚根板旋转与相关应用拉力之间的关系,测试创新技术在稳定性评估中的适用性。从所有勘测中可以得出一个显著的数据集,共存储了 1522 个工作周期的锚杆旋转,其中 1224 个工作周期还包括张力测量。事实证明,该方法可有效监测不同的索具配置,从而证明重复加载会影响树木/树桩的稳定性,而树木/树桩的稳定性会在几个小时的堆码作业中迅速发生变化。获得的数据还证明,将理论失效极限与锚杆旋转进行比较是一种有效的方法,但还需要从树木拉拔试验中获得大量针对特定树种的数据。
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引用次数: 0
Using machine learning algorithms to cluster and classify stone pine (Pinus pinea L.) populations based on seed and seedling characteristics 根据种子和幼苗特征使用机器学习算法对石松(Pinus pinea L.)种群进行聚类和分类
IF 2.8 2区 农林科学 Q1 FORESTRY Pub Date : 2024-06-29 DOI: 10.1007/s10342-024-01716-7
Servet Caliskan, Elif Kartal, Safa Balekoglu, Fatma Çalışkan

The phenotype of a woody plant represents its unique morphological properties. Population discrimination and individual classification are crucial for breeding populations and conserving genetic diversity. Machine Learning (ML) algorithms are gaining traction as powerful tools for predicting phenotypes. The present study is focused on classifying and clustering the seeds and seedlings in terms of morphological characteristics using ML algorithms. In addition, the k-means algorithm is used to determine the ideal number of clusters. The results obtained from the k-means algorithm were then compared with reality. The best classification performance achieved by the Random Forest algorithm was an accuracy of 0.648 and an F1-Score of 0.658 for the seed traits. Also, the best classification performance for stone pine seedlings was observed for the k-Nearest Neighbors algorithm (k = 18), for which the accuracy and F1-Score were 0.571 and 0.582, respectively. The best clustering performance was achieved with k = 2 for the seed (average Silhouette index = 0.48) and seedling (average Silhouette Index = 0.51) traits. According to the principal component analysis, two dimensions accounted for 97% and 63% of the traits of seeds and seedlings, respectively. The most important features between the seed and seedling traits were cone weight and bud set, respectively. This study will provide a foundation and motivation for future efforts in forest management practices, particularly regarding reforestation, yield optimization, and breeding programs.

木本植物的表型代表其独特的形态特性。种群区分和个体分类对于培育种群和保护遗传多样性至关重要。机器学习(ML)算法作为预测表型的有力工具,正日益受到重视。本研究的重点是利用 ML 算法对种子和幼苗的形态特征进行分类和聚类。此外,还使用了 k-means 算法来确定理想的聚类数量。然后将 k-means 算法得出的结果与实际情况进行比较。在种子性状方面,随机森林算法取得的最佳分类性能是 0.648 的准确率和 0.658 的 F1 分数。此外,k-近邻算法(k = 18)对石松幼苗的分类效果最好,准确率和 F1 分数分别为 0.571 和 0.582。对于种子(平均剪影指数 = 0.48)和幼苗(平均剪影指数 = 0.51)性状,k = 2 的聚类效果最好。根据主成分分析,两个维度分别占种子和幼苗性状的 97% 和 63%。种子和幼苗性状之间最重要的特征分别是圆锥体重量和花芽分化。这项研究将为今后的森林管理实践,特别是造林、产量优化和育种计划提供基础和动力。
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引用次数: 0
Living in urban forests strengthens radical scavenging activity to delay aging: a pilot animal study 生活在城市森林中能增强自由基清除活性,从而延缓衰老:一项试验性动物研究
IF 2.8 2区 农林科学 Q1 FORESTRY Pub Date : 2024-06-29 DOI: 10.1007/s10342-024-01708-7
Yanling Li, Xiaocong Li

The aging process is influenced by the accumulation of both beneficial and harmful factors in the external environment. While extensive literature has explored the health benefits of short-term forest bathing, the potential for long-term exposure to forests to delay the aging process remains unclear. This study aimed to investigate the impact of prolonged urban forest contact on aging using a murine model. Forty male Specified Pathogen Free degree Kunming mice (6 weeks old, average weight 30.44 ± 0.91 g) were subjected to continuous subcutaneous injection of D-galactose in an urban environment and an urban forest environment to simulate an accelerated aging process lasting six weeks. Results showed that compared to urban environment, mice living in the forest environment exhibited significantly increased levels of serum oxidases CAT, GSH-Px, and SOD, as well as decreased levels of oxidative products H2O2 and MDA. These findings suggest that long-term forest living enhances serum Nrf2 expression, downstream oxidase activity, total antioxidant capacity, and resistance to free radicals and oxidative products, thus delaying the aging process. This study offers valuable insights into the potential health benefits of long-term forest living, which may play a role in delaying the aging process in humans.

衰老过程受到外部环境中有益和有害因素积累的影响。虽然已有大量文献探讨了短期森林浴对健康的益处,但长期接触森林对延缓衰老过程的潜力仍不清楚。本研究旨在利用小鼠模型研究长期接触城市森林对衰老的影响。40只雄性无特定病原体昆明小鼠(6周龄,平均体重(30.44 ± 0.91)克)在城市环境和城市森林环境中连续皮下注射D-半乳糖,以模拟持续6周的加速衰老过程。结果表明,与城市环境相比,生活在森林环境中的小鼠血清氧化酶 CAT、GSH-Px 和 SOD 的水平明显升高,氧化产物 H2O2 和 MDA 的水平降低。这些发现表明,长期生活在森林中能增强血清中 Nrf2 的表达、下游氧化酶的活性、总抗氧化能力以及对自由基和氧化产物的抵抗力,从而延缓衰老过程。这项研究为长期森林生活的潜在健康益处提供了宝贵的见解,它可能在延缓人类衰老过程中发挥作用。
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引用次数: 0
期刊
European Journal of Forest Research
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