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Multiple dimensions of forest resilience to compound disturbances in a mixed sub-montane forest landscape 亚山地混交林景观中森林对复合干扰的多维复原力
IF 3.7 2区 农林科学 Q1 FORESTRY Pub Date : 2024-11-24 DOI: 10.1016/j.foreco.2024.122400
Matteo Cerioni, Matija Klopčič, Dušan Roženbergar, Thomas A. Nagel
Compound disturbances are anticipated to increase under global change, potentially resulting in unpredictable forest recovery dynamics, especially in managed forests where salvage logging is often routine, yet studies quantifying forest resilience to compound disturbances are still scarce. We investigated resilience to an ice storm event, followed by a spruce bark beetle outbreak and subsequent salvage logging in a temperate sub-montane forest landscape in Slovenia. The study landscape was characterized by a gradient in pre-disturbance proportion of spruce, an important species for the forest economy, ranging from mixed fir-beech-spruce forest to spruce monocultures. Given that the bark beetle only affected spruce, this gradient in spruce proportion provided an opportunity to investigate forest resilience across a severity gradient ranging from undamaged areas to complete canopy removal over patches of several hectares. We assessed multiple dimensions of resilience across this disturbance severity gradient, namely i) post-disturbance forest structural and species diversity, ii) radial growth of surviving trees, and iii) post-disturbance regeneration, including measurements made in deer exclosures. The results highlight the low resilience of spruce-dominated stands in terms of low structural and species diversity of the recovering forests, once spruce is removed due to disturbance. However, measures of post-disturbance structural diversity were higher in stands were spruce made up < 50 % of the tree composition. This result may help forest managers to plan how much spruce to maintain in mixture with species less vulnerable to climate change. We also showed that surviving canopy trees with damaged crowns can sustain high radial growth resilience, which calls into question the efficacy of immediate post-disturbance salvaging of damaged trees. Finally, we quantified the detrimental impact of ungulate browsing on the recruitment of post-disturbance regeneration, particularly for highly palatable species, which showed significantly lower aggregate height, a metric combining density and tree height, outside of deer exclosures. We stress the importance of actively controlling ungulate populations for successful post-disturbance recruitment of silviculturally important palatable species, such as silver fir and sycamore maple.
在全球变化的影响下,复合干扰预计会增加,这可能会导致不可预测的森林恢复动态,尤其是在经常进行抢救性采伐的受管理森林中,但量化森林对复合干扰的恢复力的研究仍然很少。我们调查了斯洛文尼亚温带亚山地森林景观对冰风暴事件、云杉树皮甲虫爆发以及随后的抢救性采伐的恢复能力。云杉是森林经济的重要树种,研究区域的云杉比例在受干扰前呈梯度分布,从冷杉-山毛榉-云杉混交林到云杉单植林不等。鉴于树皮甲虫只对云杉造成影响,云杉比例的这种梯度为研究森林在严重程度梯度上的恢复力提供了一个机会,严重程度从未受损伤的区域到树冠被完全移除的几公顷的斑块。我们评估了这一干扰严重程度梯度的多个复原力维度,即 i) 干扰后的森林结构和物种多样性;ii) 存活树木的径向生长;iii) 干扰后的再生,包括在鹿隔离区进行的测量。结果表明,一旦云杉因扰动而被移除,以云杉为主的林分在恢复期森林结构和物种多样性方面的恢复能力较低。然而,在云杉占树木组成50%的林分中,干扰后结构多样性的测量值较高。这一结果可能有助于森林管理者规划在云杉与不易受气候变化影响的树种混交时,应保留多少云杉。我们的研究还表明,树冠受损但存活下来的树冠树可以保持较高的径向生长恢复力,这使人们对扰动后立即抢救受损树木的有效性产生了怀疑。最后,我们量化了有蹄类动物的啃食对扰动后再生的不利影响,尤其是对高适口性物种的影响,在鹿隔离区外,这些物种的总高度(密度和树高的综合指标)明显较低。我们强调,积极控制麋鹿种群对于银杉和梧桐枫等具有重要造林价值的适口树种在干扰后的成功更新非常重要。
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引用次数: 0
Can beavers canopy alterations affect managed forests more than natural forests? 海狸对林冠的改变对人工林的影响会比对天然林的影响更大吗?
IF 3.7 2区 农林科学 Q1 FORESTRY Pub Date : 2024-11-23 DOI: 10.1016/j.foreco.2024.122407
Adrian Zwolicki
Beavers, as ecosystem engineers, significantly affect riparian ecosystems, mostly through foraging and dams construction. This study examines how beaver-related tree cutting altered canopy openness and affected microhabitats and forest floor vegetation in the Northern Poland’s Tuchola Forest. Woody plant characteristics, forest floor vegetation abundance, and canopy openness were assessed at three sites varying in forest naturalness, with canopy openness being measured using hemispherical photography. Results show that selective tree removal by beavers from all diameter classes significantly increased canopy openness. This alteration leads to transformative changes in forest habitat properties, notably increasing light availability, and to nutrient status changes as evidenced by shifts in Ellenberg indicator values. Consequently, these changes result in increased forest floor total vegetation cover, diversity and composition. The cascading effects of beaver tree-cutting on canopy alterations have been comprehensively modelled using structural equation models. The study also reveals distinct spatial patterns in canopy alterations, with the most pronounced effects near riverbanks. The intensified impact of beaver activities, could be linked to the naturalness of the forest, and might be especially pronounced in more altered environments, particularly where pioneer aspen trees dominate the tree stand composition. These findings underscore the role of beavers in shaping forest dynamics, particularly in managed or disturbed forests. By creating canopy gaps, beavers initiate processes that enhance habitat heterogeneity and biodiversity, suggesting that their presence may be crucial for the restoration of natural processes in disturbed ecosystems.
河狸作为生态系统的工程师,主要通过觅食和筑坝对河岸生态系统产生重大影响。本研究探讨了与海狸有关的树木砍伐如何改变树冠开阔度并影响波兰北部图霍拉森林的微生境和林地植被。在森林自然度不同的三个地点对木本植物特征、林地植被丰度和树冠开阔度进行了评估,树冠开阔度是通过半球摄影测量的。结果表明,海狸有选择性地移除所有直径等级的树木,大大增加了树冠的开阔度。这种改变导致森林栖息地属性的转变,特别是增加了光照的可用性,并导致营养状况的改变,艾伦伯格指标值的变化就证明了这一点。因此,这些变化导致林地植被总覆盖率、多样性和组成增加。海狸砍伐树木对树冠变化的连锁效应已利用结构方程模型进行了全面模拟。研究还揭示了树冠变化的独特空间模式,其中河岸附近的影响最为明显。海狸活动的强化影响可能与森林的自然性有关,在变化较大的环境中可能尤为明显,特别是在先驱杨树主导林分组成的地方。这些发现强调了海狸在塑造森林动态中的作用,尤其是在受管理或受干扰的森林中。通过制造树冠间隙,海狸启动了提高栖息地异质性和生物多样性的过程,这表明海狸的存在对于恢复受干扰生态系统的自然过程至关重要。
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引用次数: 0
Explaining woody invasions in riparian systems with agent-based simulations: Implications for conservation management 用基于代理的模拟解释河岸系统中的木质入侵:对保护管理的影响
IF 3.7 2区 农林科学 Q1 FORESTRY Pub Date : 2024-11-22 DOI: 10.1016/j.foreco.2024.122363
Beatriz Sosa , Moira Zellner , Carlos Chiale , Marcel Achkar
Riparian forests are among the most vulnerable ecosystems to biological invasions. Effective management strategies require a nuanced understanding of both species invasiveness and environmental conditions, but analysing these interactions is complex. We designed an Agent-Based Model (ABM) to simulate the spatio-temporal spread of Gleditsia triacanthos in the riparian forest of the Esteros de Farrapos e Islas del Río Uruguay National Park; Uruguay. This is a parsimonious and generalisable model that incorporates distinctive features of woody invasions in riparian systems—such as environmental heterogeneity and flooding regimes—as well as common characteristics of woody invaders. Management simulations suggest that if control measures are maintained over time, the abundance of the invader will remain constant at low levels; thus, the invasion can be controlled, even if not completely eradicated. The results also indicate that without control, the invasion process would spread even into unsuitable areas. The SWIRS model facilitates the evaluation of targeted management strategies, ultimately providing a framework to enhance biodiversity conservation efforts in riparian ecosystems.
河岸森林是最容易受到生物入侵影响的生态系统之一。有效的管理策略需要对物种入侵和环境条件有细致入微的了解,但分析这些相互作用非常复杂。我们设计了一个基于代理的模型(ABM)来模拟三尖杉(Gleditsia triacanthos)在乌拉圭 Esteros de Farrapos e Islas del Río Uruguay 国家公园河岸林中的时空传播。这是一个简明且可推广的模型,包含了河岸系统中木质入侵的显著特征(如环境异质性和洪水制度)以及木质入侵者的共同特征。管理模拟结果表明,如果长期坚持采取控制措施,入侵者的数量将保持在较低水平;因此,即使不能完全根除入侵,也可以对其进行控制。结果还表明,如果不采取控制措施,入侵过程甚至会蔓延到不适宜的地区。SWIRS 模型有助于评估有针对性的管理策略,最终为加强河岸生态系统的生物多样性保护工作提供了一个框架。
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引用次数: 0
Effect of forest thinning on the diversity and composition of macrofungal sporocarps in Pinus uncinata stands 森林疏伐对松林中大型真菌孢子块的多样性和组成的影响
IF 3.7 2区 农林科学 Q1 FORESTRY Pub Date : 2024-11-21 DOI: 10.1016/j.foreco.2024.122385
Ángel Ponce , Maitane Erdozain , Josu G. Alday , José Antonio Bonet , Juan Martínez de Aragón , Sergio de-Miguel
Pine forests represent globally distributed conifers growing in a wide range of habitats within the Mediterranean basin. One example are the high-altitude mountain pine (Pinus uncinata) forests in the Pyrenees, which stand out for their high fungal sporocarps richness. Nevertheless, studies on the effects of forest management on sporocarps diversity in mountain pine forests have been lacking, despite their importance for optimizing multiple-use forestry practices. To address this gap, we analysed the impact of different thinning intensities on fungal sporocarp diversity and composition in P. uncinata stands in the Pyrenees. The experimental design involved a BACI approach used to compare annual sporocarp diversity and composition five years before and three years after the thinning intervention in 18 permanent plots (9 thinned and 9 control). The results indicated an absence of a thinning effect in the lighter thinning intensities (< 25 % of basal area removal) for the sporocarp richness, while negative effects emerged steadily when increasing the thinning intensity until a clear negative effect reported when removing more than 70 % of the basal area. Sporocarp evenness and Shannon index revealed a negative effect due to forest thinning, with a dominance of some species that can cope with the new stand conditions. The ECM sporocarp composition was mainly affected by interannual variability, while the saprotrophic sporocarp composition was mainly driven by site conditions. However, in both guilds, we detected a reduction of the sporocarps fructification in the higher thinning intensities. Our results indicate that lighter thinning intensities do not compromise fungal diversity conservation. Finally, forest management practices that balance timber production and fungal diversity could create opportunities to enhance the ecological, social and economic value of these forest stands, which have historically been managed exclusively for timber purposes.
松树林是全球分布的针叶树,生长在地中海盆地的各种栖息地。比利牛斯山脉的高海拔山地松林(Pinus uncinata)就是一例,其真菌孢子块的丰富程度非常突出。然而,尽管山地松林对优化多用途林业实践非常重要,但有关森林管理对山地松林孢子虫多样性影响的研究却一直缺乏。为了填补这一空白,我们分析了不同疏伐强度对比利牛斯山松林真菌孢子茧多样性和组成的影响。实验设计采用 BACI 方法,在 18 个永久性地块(9 个疏伐地块和 9 个对照地块)中比较疏伐干预前五年和后三年的孢子囊多样性和组成。结果表明,在较轻的疏伐强度下(移除 25% 的基部面积),孢子囊丰富度没有受到疏伐的影响,而随着疏伐强度的增加,负面影响逐渐显现,当移除 70% 以上的基部面积时,出现了明显的负面影响。孢子体均匀度和香农指数显示,森林疏伐会产生负面影响,一些能适应新林分条件的物种会占据优势。ECM 孢子体组成主要受年际变化的影响,而吸液孢子体组成主要受地点条件的驱动。不过,在这两个类群中,我们发现在较高的疏伐强度下,孢子体果实减少。我们的研究结果表明,较低的疏伐强度不会影响真菌多样性的保护。最后,兼顾木材生产和真菌多样性的森林管理方法可以为提高这些林分的生态、社会和经济价值创造机会,因为这些林分在历史上一直只用于木材管理。
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引用次数: 0
Comparison of selected structural elements of managed and unmanaged forest to guide integrated forest management 比较有管理和无管理森林的选定结构要素,以指导综合森林管理
IF 3.7 2区 农林科学 Q1 FORESTRY Pub Date : 2024-11-21 DOI: 10.1016/j.foreco.2024.122405
Jan Kadavý, Michal Kneifl, Barbora Uherková
Traditional clear-cutting of even-aged plantations has become less desirable, with forestry shifting towards more diverse, multi-purpose integrated forest management. This study compared easily selected forest structures in managed forests and forest reserves to guide integrated forest management. The study area includes six managed forest areas and six forest reserves, with management types compared over approximately 50 years. The evaluated areas are part of the university forests of Mendel University in Brno, covering approximately 30 km² of natural deciduous temperate forests, predominantly composed of sessile oak and European beech. A total of 599 inventory plots were surveyed, assessing the presence or absence of selected forest structures in six categories. Twelve logistic generalized mixed models were developed to estimate the probability of occurrence of the observed forest structures based on their management status. Significant differences were found in the categories of dead standing and lying wood, microhabitat trees, and non-native tree species, with all variables showing a higher probability in forest reserves compared to managed forests. The results support the shift towards integrative management by incorporating elements of retention forestry. However, certain variables, such as natural regeneration and species diversity, showed little variation between management types, suggesting that some forest attributes are resilient to management practices.
随着林业向更多样化、多用途的综合森林管理转变,传统的偶数年限人工林砍伐方式已不再可取。这项研究比较了管理林区和森林保护区中易于选择的森林结构,以指导综合森林管理。研究区域包括六个管理林区和六个森林保护区,管理类型的比较历时约 50 年。评估区域是布尔诺门德尔大学森林的一部分,占地约 30 平方公里,为天然落叶温带森林,主要由无柄栎和欧洲山毛榉组成。共调查了 599 个清查地块,评估了六个类别中选定森林结构的存在与否。根据森林结构的管理状况,建立了 12 个逻辑广义混合模型来估计观察到的森林结构出现的概率。在枯死立木和枯死卧木、微生境树木和非本地树种等类别中发现了显著差异,所有变量在森林保护区出现的概率都高于在管理林中出现的概率。研究结果支持通过纳入保留林的元素向综合管理转变。然而,某些变量,如自然再生和物种多样性,在不同管理类型之间几乎没有变化,这表明某些森林属性对管理方法具有弹性。
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引用次数: 0
Analyzing spatial patterns of old-growth red pine dominated forests in Wisconsin and Minnesota as a tool to increase forest resilience 分析威斯康星州和明尼苏达州以古老红松为主的森林的空间模式,将其作为提高森林复原力的工具
IF 3.7 2区 农林科学 Q1 FORESTRY Pub Date : 2024-11-21 DOI: 10.1016/j.foreco.2024.122404
Elena Razenkova , Shawn Fraver , Brian J. Palik , Evan Peepo , Jed Meunier
Heterogeneous spatial patterns are an important characteristic of forests and central to forest functioning and resilience. Old forests typically have complex structures and provide useful starting points from which to understand processes assembling forest communities and in turn managing for resilience. In the U.S. Lake States, extant old growth forests are rare, especially dry, frequent fire forest types. In this study we analyzed components (e.g., canopy characteristics) and spatial patterning (tree density, arrangement) of old growth red pine stands for developing metrics of silviculture prescriptions. Our data indicate that reference red pine stands are currently > 6 times denser than historical (ca. 1860) conditions, and current tree spacing formed a single large clump after just 4–6-meter inter-tree distances. Historically, these stands had complex spatial arrangements and contained a diversity of size, age, height, and canopy structures. By characterizing spatial arrangements of stands in terms of individuals, clumps, and openings, we offer both a reference point, and basis of management for dry, red pine dominated forest types in Wisconsin and Minnesota to maintain or restore more spatially complex forests.
异质性空间模式是森林的一个重要特征,也是森林功能和恢复力的核心。古老森林通常具有复杂的结构,为了解森林群落的组合过程以及进而管理森林的恢复能力提供了有用的起点。在美国湖泊州,现存的古老森林非常稀少,尤其是干燥、火灾频发的森林类型。在这项研究中,我们分析了古老红松林的成分(如树冠特征)和空间格局(树木密度、排列),以制定造林措施的衡量标准。我们的数据表明,目前参考红松林分的密度是历史上(约 1860 年)的 6 倍,目前的树间距仅为 4-6 米,形成了一个大的树丛。历史上,这些林分具有复杂的空间布局,包含大小、年龄、高度和树冠结构的多样性。通过从个体、树丛和空地的角度描述林分的空间布局特征,我们为威斯康星州和明尼苏达州以干燥红松为主的森林类型提供了一个参考点和管理基础,以保持或恢复空间布局更加复杂的森林。
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引用次数: 0
Regeneration of an endangered plant species endemic to the remote mountain areas: Anthropogenic disturbance matters 偏远山区特有的濒危植物物种的再生:人为干扰问题
IF 3.7 2区 农林科学 Q1 FORESTRY Pub Date : 2024-11-21 DOI: 10.1016/j.foreco.2024.122406
Hao Wu , Linyu Lyu , Zhiqiang Xiao , Teng Yang , Mingxi Jiang , Xinzeng Wei
The regeneration of plants endemic to remote mountain areas is thought to be relatively unimpacted by human disturbances but rather dominated by abiotic factors, such as geography, climate, and soil. However, because human disturbances are accelerating the extinction of montane plants and the loss of montane forest, this balance may be shifting. Yet, the relative effects of abiotic factors and human disturbances to montane plant regeneration are still largely unclear. Here, we investigated the geographic pattern of regeneration (ratio of seedling and ratio of sprout) and assessed the impacts of abiotic and anthropogenic factors for an endangered montane tree species (Davidia involucrata) across its distribution range in China. We found that the ratio of seedling increased from south to north, whereas the ratio of sprout exhibited an opposite pattern, indicating that under climate warming this species may adopt sprout regeneration as a potential strategy to buffer population contraction at the southern edge. Moreover, while climatic factors were the main drivers of regeneration, anthropogenic factors were also important. Of note, the proportion of pasture land area had a significant positive effect on sprouting, with more sprout regeneration at grazed sites and a higher ratio of sprout at sites with a greater intensity of human disturbance. Our findings suggested that, in addition to climate change, human disturbance is also an important driving factor of the regeneration of plants native to remote mountain areas, and we emphasized that researchers and policymakers should take it into account when protecting endangered plants and managing forest biodiversity.
偏远山区特有植物的再生被认为相对不受人类干扰的影响,而是由地理、气候和土壤等非生物因素主导。然而,由于人类的干扰正在加速山地植物的灭绝和山地森林的消失,这种平衡可能正在发生变化。然而,非生物因素和人类干扰对山地植物再生的相对影响在很大程度上仍不明确。在此,我们研究了一种濒危山地树种(Davidia involucrata)在中国分布范围内的再生地理模式(幼苗比率和萌芽比率),并评估了非生物因素和人为因素的影响。我们发现,幼苗比例由南向北增加,而萌芽比例则表现出相反的模式,这表明在气候变暖的情况下,该物种可能会采用萌芽再生作为缓冲南缘种群收缩的潜在策略。此外,虽然气候因素是再生的主要驱动因素,但人为因素也很重要。值得注意的是,牧场面积的比例对萌芽有显著的正向影响,放牧地的萌芽再生更多,人为干扰强度更大的地方萌芽比例更高。我们的研究结果表明,除气候变化外,人为干扰也是偏远山区原生植物再生的一个重要驱动因素,我们强调研究人员和决策者在保护濒危植物和管理森林生物多样性时应考虑到这一点。
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引用次数: 0
Little recovery of the residual stand after mountain pine beetle disturbance in old stands in the northern Rocky Mountains, Alberta, Canada. 加拿大阿尔伯塔省落基山脉北部古老林分中的山松甲虫干扰后,残留林分几乎没有恢复。
IF 3.7 2区 农林科学 Q1 FORESTRY Pub Date : 2024-11-21 DOI: 10.1016/j.foreco.2024.122408
Sarita Bassil, Robert E. Froese, Bradley D. Pinno
In early 2000s, long-distance wind dispersal of mountain pine beetle (MPB; Dendroctonus ponderosae Hopkins) resulted in massive outbreaks in the northern Rocky Mountains, Alberta, Canada, outside of the beetle’s natural range. We analyzed data from permanent plots measured for up to 15 years after MPB outbreaks in fire-origin, mature lodgepole pine (Pinus contorta var. latifolia Engelm.)-dominated stands scattered over an area of ∼ 75,000 km2. We evaluated stand level stocking, regeneration, and ingrowth of three species groups (pine, shade-tolerant conifers, and broadleaves) in stands where > 50 % of pine basal area was killed. Using multiple linear regression analysis, we examined the relationship between stand and climatic covariates and basal area growth, density of regeneration, and ingrowth into the sapling size class at 9–15 years post-outbreak. Results showed that total live basal area for all species combined in trees with height ≥ 1.3 m occupies on average < 50 % of the pre-MPB levels and is unchanged between both post-MPB measurements at 19.5 m2 ha−1. Ongoing pine mortality led to negative net growth, which exceeded the positive net growth in other conifers and resulted in zero net change for the whole stand. Post-MPB ingrowth and regeneration rates were close to zero for pine but increased slightly in other conifers and broadleaf species. Regression analysis revealed a negative relation between post-MPB growth and quadratic mean diameter of the reconstructed pre-MPB total basal area, while initial basal area and composition post-MPB varied among species. Our findings support the hypothesis that, post-MPB, mature pine dominated stands stagnate due to ongoing pine mortality, the maturity of remnant overstory, and a lack of adequate understory and regeneration that can accumulate sufficient growth at short-to mid-term post-outbreak. Our conclusions contrast other research, suggesting that outbreaks leave degraded residual stands with declining pine overstory and that transition to vigorous productive mixed stands is impossible in the absence of stand-replacing disturbance or silvicultural investment.
本世纪初,山松甲虫(MPB;Dendroctonus ponderosae Hopkins)的长距离风传播导致该甲虫在加拿大阿尔伯塔省落基山脉北部的自然分布区外大规模爆发。我们分析了 MPB 爆发后长达 15 年的永久性地块测量数据,这些地块位于以火为起源、成熟的落羽松(Pinus contorta var.我们评估了松树基部面积被砍伐 50% 的林分中三个物种群(松树、耐阴针叶树和阔叶树)的林分水平蓄积量、再生和生长情况。通过多元线性回归分析,我们研究了林分和气候协变量与基部面积增长、再生密度以及爆发后 9-15 年树苗大小等级的生长之间的关系。结果表明,树高≥ 1.3 米的所有树种的总活基部面积平均占萌芽前水平的 50%,在萌芽后的两次测量中均保持不变,为 19.5 平方米/公顷。松树的持续死亡导致了负净增长,超过了其他针叶树的正净增长,导致整个林分的净变化为零。松树的后生长和再生率接近于零,但其他针叶树和阔叶树种的后生长和再生率略有增加。回归分析表明,萌芽后的生长与重建的萌芽前总基部面积的二次平均直径呈负相关,而萌芽后的初始基部面积和组成则因树种而异。我们的研究结果支持这样一种假设,即在主要濒危物种灭绝后,以成熟松树为主的林分由于松树持续死亡、残余上层林木成熟以及缺乏足够的林下植物和再生林木而停滞不前,无法在物种灭绝后的中短期内积累足够的生长量。我们的结论与其他研究形成了鲜明对比,其他研究表明,疫情爆发后,残留林分退化,松树上层衰退,在没有林分替代干扰或造林投资的情况下,不可能过渡到生长旺盛的高产混合林分。
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引用次数: 0
Comparison and analysis of self-thinning models based on diameter-based maximum size-density relationships 基于直径最大尺寸密度关系的自稀化模型比较与分析
IF 3.7 2区 农林科学 Q1 FORESTRY Pub Date : 2024-11-20 DOI: 10.1016/j.foreco.2024.122374
Daesung Lee , Jouni Siipilehto , Jari Hynynen
Identifying self-thinning phase is one of the key issues to deal with stand density management and simulate the growth and yield in a forest stand. This study was conducted to figure out the carrying capacity of silver birch plantations and provide the self-thinning zone for practicability. The analyzed data were the stand-wise observations from the experimental plots of silver birch plantations in southern and central Finland, which were established and measured between 1977 and 2020. Models for the diameter-based maximum size-density relationship (MSDR) were fitted only to the censored data after classifying the stand observations undergoing self-thinning phase. The applied diameter-based MSDR in this study were Reineke’s self-thinning rule (STR), competition-density (C-D) rule, and Nilson’s stand sparsity index (SSI). Model fitting was executed using linear quantile mixed-effect model for Reineke’s STR and Nilson’s SSI and nonlinear mixed-effect model for the C-D rule. For practical purpose, a lower boundary of the self-thinning zone based on the developed MSDR was analyzed using the concept of relative density (RD) according to the ratio of stem number (N) to maximum stem number (Nmax) at quadratic mean diameter (DQ). Linear quantile mixed models were fitted well with the 0.99 level for Reineke’s STR and with the 0.01 level for Nilson’s SSI to find the MSDR between DQ and N. Among the fitting methods for the C-D rule, the three-parameter method performed better than the four-parameter method or the method with Reineke’s slope of −1.605. The fitted slope of Reineke’s STR in this study was −1.5848, which was close to the original slope from Reineke’s. Our results from the developed models and the observations undergoing self-thinning phase implied that the slope of MSDR is not always invariant. Moreover, a different slope for MSDR was suggested by initial planting density and the stand development stage; a self-thinning phase occurred earlier with lower initial planting density, which meant a steeper slope. When the lower boundary of the self-thinning zone was analyzed applying RD to the MSDR models, the results suggested that RD 0.7 for Reineke’s STR at DQ ≤ 18.65 cm and RD 0.8 for Nilson’s SSI at DQ ≥ 18.65 cm provided adequate level for self-thinning phase. It is considered in this study that the diameter-based MSDR measures were analyzed and examined adequately, and the practical self-thinning zone was provided using RD for silver birch plantations.
确定自伐阶段是处理林分密度管理以及模拟林分生长和产量的关键问题之一。本研究旨在找出银桦树林的承载能力,并提供切实可行的自稀疏区。分析数据来自芬兰南部和中部银桦树种植实验地块的林分观测数据,这些数据是在 1977 年至 2020 年期间建立和测量的。在对处于自稀疏阶段的林分观测数据进行分类后,基于直径的最大尺寸-密度关系(MSDR)模型仅适用于删减数据。本研究采用的基于直径的最大尺寸-密度关系模型包括莱内克的自稀疏规则(STR)、竞争-密度规则(C-D)和尼尔森的林分稀疏指数(SSI)。对 Reineke 的 STR 和 Nilson 的 SSI 采用线性量子混合效应模型进行模型拟合,对 C-D 规则采用非线性混合效应模型进行模型拟合。为实用起见,使用相对密度(RD)的概念,根据二次平均直径(DQ)下的茎数(N)与最大茎数(Nmax)之比,分析了基于所开发的 MSDR 的自稀疏区下限。在C-D规则的拟合方法中,三参数法比四参数法或Reineke斜率为-1.605的方法表现更好。本研究中 Reineke's STR 的拟合斜率为-1.5848,接近 Reineke's 的原始斜率。我们从所建立的模型和自稀化阶段的观测结果中得出的结论表明,MSDR 的斜率并不总是不变的。此外,初始种植密度和林分发展阶段也会导致 MSDR 的斜率不同;初始种植密度越低,自稀疏阶段发生得越早,这意味着斜率越大。将 RD 应用于 MSDR 模型对自稀疏区的下边界进行分析,结果表明,DQ ≤ 18.65 cm 时 Reineke's STR 的 RD 为 0.7,DQ ≥ 18.65 cm 时 Nilson's SSI 的 RD 为 0.8,为自稀疏阶段提供了足够的水平。本研究认为,对基于直径的 MSDR 测量进行了充分的分析和研究,并使用 RD 为银桦种植提供了实用的自稀疏区。
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引用次数: 0
Modeling European beech defoliation at a regional scale gradient in Germany from northern lowlands to central uplands using geo-ecological parameters, Sentinel-2 and National Forest Condition Survey data 利用地理生态参数、哨兵-2 和国家森林状况调查数据,模拟德国从北部低地到中部高地区域尺度梯度上的欧洲山毛榉落叶情况
IF 3.7 2区 农林科学 Q1 FORESTRY Pub Date : 2024-11-17 DOI: 10.1016/j.foreco.2024.122383
Chunyan Xu , Michael Förster , Philip Beckschäfer , Ulrike Talkner , Caroline Klinck , Birgit Kleinschmit
<div><div>Since 2018, severe droughts have affected a significant part of central Europe, causing premature leaf senescence in European beech (<em>Fagus sylvatica</em> L.). The correlation between the vitality of <em>Fagus sylvatica</em> L. and various geo-ecological and biological determinants (such as elevation, slope, aspect, tree age, and soil properties) concerning hydrological drought stress is still not well understood, especially when integrating multiple geographical datasets. In addition, the determination of crown condition by remote sensing and geo-ecological parameters is still under development; it would allow the assessment of an area-wide forest health status. Our analysis incorporated annual field data from the German National Forest Condition Survey (Waldzustandserhebung, WZE) as a response variable and employed geo-ecological parameters derived from a digital elevation model, soil properties and vegetation indices from a Sentinel-2 time series to explain and predict the crown defoliation of European beech throughout the drought-impacted period spanning 2016–2022 across the federal states Schleswig-Holstein, Lower Saxony, and Hesse of Germany. In a second step, the results of the modeling were used for mapping of crown defoliation in Hesse, Lower Saxony and Schleswig-Holstein. By employing Gradient Boosting Machines and Random Forest for regression analysis, the study uncovered the relationships between crown defoliation and the used predictors. Training was conducted on 80 % of the dataset, with the remaining 20 % serving as a test set for model validation. Regression findings based on static explanatory variable sets were improved by dynamic explanatory variables such as estimates of soil moisture, vegetation index metrics, and diameter at breast height. Furthermore, we identified key predictors for mapping crown defoliation of <em>Fagus sylvatica</em> L. and recommended using vegetation indices as additional predictors for future studies. The modeling results provided comparably accurate estimates compared to WZE estimates (R<sup>2</sup> of 0.794 and RMSE of 7.646 %) during testing. Topographic and static soil predictors were significant, with soil moisture being a particularly influential variable for model optimization. Based on the predicted crown defoliation, beech trees with low to moderate crown defoliation predominated in beech distribution areas across the examined federal states, while a small number of beech trees with high defoliation were identified mostly in South Lower Saxony and Hesse. The annual variations in the proportions of beech trees showing increasing and decreasing crown defoliation indicate that the condition of the crown temporarily deteriorated when soil moisture decreased, but beech trees recovered after prolonged periods of drought. Additionally, beech trees in the study region exposed to declining soil moisture may suffer from medium-term declines in vitality. The predicted crown defoliation data
自 2018 年以来,严重的干旱影响了欧洲中部的大部分地区,导致欧洲山毛榉(Fagus sylvatica L.)叶片过早衰老。欧洲山毛榉(Fagus sylvatica L.)的生命力与有关水文干旱胁迫的各种地理生态和生物决定因素(如海拔、坡度、地势、树龄和土壤特性)之间的相关性仍未得到很好的理解,特别是在整合多个地理数据集时。此外,通过遥感和地理生态参数确定树冠状况的方法仍在开发中,这将有助于评估整个地区的森林健康状况。我们的分析纳入了德国国家森林状况调查(Waldzustandserhebung,WZE)的年度实地数据作为响应变量,并采用了数字高程模型、土壤特性和哨兵-2 时间序列中的植被指数得出的地理生态参数,以解释和预测德国石勒苏益格-荷尔斯泰因州、下萨克森州和黑森州在 2016-2022 年整个干旱影响期间欧洲山毛榉的树冠落叶情况。第二步,将建模结果用于绘制黑森州、下萨克森州和石勒苏益格-荷尔斯泰因州的树冠落叶图。通过使用梯度提升机和随机森林进行回归分析,研究发现了树冠落叶与所用预测因子之间的关系。对 80% 的数据集进行了训练,其余 20% 作为模型验证的测试集。基于静态解释变量集的回归结果通过动态解释变量(如土壤湿度估计值、植被指数指标和胸径)得到了改善。此外,我们还确定了绘制欧洲鼠尾草树冠落叶图的关键预测因子,并建议在今后的研究中使用植被指数作为额外的预测因子。在测试过程中,建模结果提供了与 WZE 估计结果相当准确的估计值(R2 为 0.794,RMSE 为 7.646 %)。地形和静态土壤预测因子都很重要,其中土壤湿度是对模型优化特别有影响的变量。根据预测的树冠落叶情况,在所考察的联邦各州的榉树分布区中,树冠落叶率低至中等的榉树占多数,而少数落叶率高的榉树主要分布在南下萨克森州和黑森州。榉树树冠落叶量增加和减少的比例每年都有变化,这表明土壤水分减少时树冠状况会暂时恶化,但长期干旱后榉树又会恢复。此外,研究地区的榉树在土壤水分下降时可能会出现中期生命力衰退。预测的树冠落叶数据可用于欧洲山毛榉林未来的气候适应性管理措施。
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Forest Ecology and Management
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