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Genetic diversity and fruit biometry variability of fruits of Acrocomia spp. interspecific hybrids 麻豆属种间杂交种的遗传多样性和果实生物计量变异
IF 2.3 3区 农林科学 Q2 FORESTRY Pub Date : 2026-10-16 DOI: 10.1007/s00468-026-02840-0
Paloma Vieira Brás, Sérgio Yoshimitsu Motoike, Pauliana Aparecida da Silva, Ana Carolina Melo Ribeiro, Míria Grasiele Casado da Silva, Kacilda Naomi Kuki, Evellyn Giselly de Oliveira Couto, Gleison Augusto dos Santos

The macaw palm (Acrocomia spp.) stands out as a promising species for the sustainable production of vegetable oil due to its wide adaptability and potential use in multiple production chains. This study evaluated 11 genotypes, including parental genotypes and F₁ hybrids, for fruit biometric traits and mesocarp oil content, aiming to identify individuals with greater potential for genetic improvement programs. Analyses were carried out in plant material belonging to the Active Germplasm Bank of Macaw palm of the Federal University of Viçosa. The variables were subjected to analyses of variance, phenotypic correlation, and genetic diversity based on Mahalanobis generalized distance and the Tocher and UPGMA clustering methods. A broad phenotypic and genetic variability was observed among genotypes. Individual A4 exhibited larger fruits with higher mass and a greater pulp yield index, whereas the parent 47 − 1 showed the highest mesocarp oil content (55.31%). High heritability estimates (h² > 50%) and genetic accuracies confirmed the predominance of genetic over environmental effects. The clustering methods revealed three major genetic groups, reflecting the existing intra- and interspecific diversity. The results indicate a high potential for selection gains and reinforce the importance of biometric characterization of fruits and characterization of oil content to identify superior macaw palm genotypes aimed at expanding cultivation and promoting sustainable agro-industrial utilization.

金刚鹦鹉棕榈(Acrocomia spp.)因其广泛的适应性和在多个生产链中的潜在用途而成为植物油可持续生产的有前途的物种。本研究评估了11种基因型,包括亲本基因型和F₁杂交基因型,用于果实生物特征和中果皮油含量,旨在确定具有更大遗传改良潜力的个体。对维萨罗萨联邦大学猕猴棕活性种质库的植物材料进行了分析。基于Mahalanobis广义距离和Tocher和UPGMA聚类方法对变量进行方差、表型相关性和遗传多样性分析。在基因型之间观察到广泛的表型和遗传变异。A4单株果实体积大、质量高、产浆指数高,亲本47−1中果皮含油量最高(55.31%)。高遗传率估计(h²> 50%)和遗传准确性证实了遗传效应优于环境效应。聚类方法揭示了三个主要的遗传群,反映了存在的种内和种间多样性。结果表明,选择增益具有很高的潜力,并强调了果实生物特征和含油量特征对鉴定优质金刚鹦鹉棕榈基因型的重要性,旨在扩大种植和促进农业工业可持续利用。
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引用次数: 0
Integrated analysis of transcriptomic and metabolomic reveals the adaptation mechanism in sandalwood (Santalum album L.) under heat stress 转录组学和代谢组学的综合分析揭示了檀香对热胁迫的适应机制
IF 2.3 3区 农林科学 Q2 FORESTRY Pub Date : 2026-10-12 DOI: 10.1007/s00468-026-02839-7
Xiupeng Wang, Xinyi Zheng, Junhao Ye, Xu Hu, Guiwen Huang, Xinruo He, Baokun Ma, Minqiang Tang

Global warming intensifies high-temperature stress, threatening the growth and heartwood formation of Santalum album L. To elucidate the molecular basis of the heat-stress response, we conducted transcriptomic and metabolomic analyses on sandalwood seedlings under heat stress. Results showed: (1) Transcriptome identified 2,501 and 866 differentially expressed genes (DEGs) in TR0 vs. TR1 and TR1 vs. TR2 respectively (TD stands for metabolome samples, TR stands for transcriptome samples; suffix numbers correspond to sampling time points: 0 = day 0 before stress, 1 = day 1 of stress, 2 = day 3 of stress), mainly involving pathways such as plant hormone signal transduction, endoplasmic reticulum protein processing, heat shock protein regulation, and reactive oxygen species (ROS) clearance; (2) 26,244 and 20,451 metabolic ion features were detected in the positive and negative ion modes (PI and NI), respectively. The number of differentially expressed metabolites (DEMs) increased with stress time, and key metabolites of phenylpropanoid pathway such as 4-Hydroxycinnamic acid changed significantly. (3) Integrated analysis indicated that phenylpropanoid biosynthesis pathway was core response pathway, with high expression of key enzyme genes (PAL, C4H, 4CL). Expression level of the CHS gene (SA08G01315) in the flavonoid branch was significantly induced, which may be involved in antioxidant defense under heat stress. In the lignin branch, HCT transcript levels increased while COMT decreased sharply—a shift potentially linked to the wilting phenotype on day 3. Crucial enzyme genes like CAD were also highly expressed, indicating enhanced lignin monomer biosynthesis potential. Transcription factors (TFs) including ERF and MYB participated in pathway regulation. This study identified candidate key pathways and genes associated with the heat stress response in sandalwood, providing scientific evidence for subsequent variety improvement, domestication, and mechanistic research on plant thermal adaptation.

全球变暖加剧了高温胁迫,威胁到檀香(Santalum album L.)的生长和心材的形成。为了阐明热胁迫响应的分子基础,我们对热胁迫下檀香幼苗进行了转录组学和代谢组学分析。结果表明:(1)转录组在TR0与TR1、TR1与TR2中分别鉴定出2501个和866个差异表达基因(deg) (TD代表代谢组样本,TR代表转录组样本;后缀数对应采样时间点:0 =胁迫前第0天,1 =胁迫后第1天,2 =胁迫后第3天),主要涉及植物激素信号转导、内质网蛋白加工、热休克蛋白调控、活性氧(ROS)清除等途径;(2)在正离子模式(PI)和负离子模式(NI)下分别检测到26,244和20,451个代谢离子特征。差异表达代谢物(DEMs)的数量随着胁迫时间的增加而增加,苯丙素途径的关键代谢物如4-羟基肉桂酸变化显著。(3)综合分析表明,苯丙类生物合成途径是核心反应途径,关键酶基因(PAL、C4H、4CL)高表达。CHS基因(SA08G01315)在黄酮类分支中的表达水平被显著诱导,可能参与了热应激下的抗氧化防御。在木质素分支中,HCT转录水平升高,而COMT急剧下降,这一变化可能与第3天的萎蔫表型有关。CAD等关键酶基因也高表达,表明木质素单体生物合成潜力增强。转录因子(tf)包括ERF和MYB参与通路调控。本研究确定了与檀香热胁迫反应相关的候选关键途径和基因,为后续的品种改良、驯化和植物热适应机制研究提供了科学依据。
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引用次数: 0
Xylogenesis and wood anatomical traits of Pinus pinaster under different resin tapping regimes 不同攻胶制度下松木发生及木材解剖特性研究
IF 2.3 3区 农林科学 Q2 FORESTRY Pub Date : 2026-10-10 DOI: 10.1007/s00468-026-02837-9
Ana Carvalho, Filipe Campelo, Cristina Nabais, Núria Garcia-Forner

Key Message

Resin extraction modifies xylogenesis dynamics while maintaining annual xylem increment, inducing anatomical adjustments associated with hydraulically safer xylem traits. Traditional tapping appeared to provide the most balanced trade-off between resin yield and wood formation.

Abstract

Resin extraction in maritime pine (Pinus pinaster Aiton) constitutes a metabolic sink that theoretically competes with cambial activity for carbon resources. To mitigate potential wood formation impacts, shortened tapping periods are often proposed, yet their physiological effect remains unclear. This study investigated the impact of Traditional (March–October) versus Shortened (June–October) resin tapping regimes on annual radial increment, xylogenesis kinetics, and wood anatomy in a stand in central Portugal. Resin extraction did not reduce annual tree-ring width or total tracheid production compared to untapped Control trees. However, tapping altered the phenology of wood formation. While Control trees exhibited a typical Mediterranean bimodal growth pattern with a summer quiescence, tapped trees shifted to a continuous, prolonged period of wood formation, maintaining cambial activity into summer and late autumn to compensate for lower daily cell production rates. Anatomically, resin-tapped trees developed xylem characterized by narrower lumens and thicker cell walls, suggesting possible structural adjustments in xylem formation that may be associated with hydraulic function. The Shortened regime was not associated with clear advantages in resin production or wood formation dynamics. The Traditional method appeared to be the best silviculture option for co-production under the conditions evaluated in this study, with P. pinaster demonstrating sufficient plasticity to sustain both secondary growth and defense through temporal and anatomical adjustments.

树脂提取改变木质部发生动力学,同时保持木质部的年增长,诱导与水力更安全的木质部性状相关的解剖调整。传统的攻丝似乎在树脂产量和木材形成之间提供了最平衡的权衡。摘要海松(Pinus pinaster Aiton)的树脂提取在理论上构成了一个与形成层活性竞争碳资源的代谢汇。为了减轻潜在的木材地层影响,通常建议缩短采伐周期,但其生理效应尚不清楚。本研究调查了传统(3月- 10月)和缩短(6月- 10月)采树脂制度对葡萄牙中部一个林分年径向增量、木材发生动力学和木材解剖结构的影响。与未开发的对照树相比,树脂提取并未减少年轮宽度或总管胞产量。然而,敲击改变了木材形成的物候。对照树表现出典型的地中海双峰生长模式,夏季静止,而抽穗树则转向连续、延长的木材形成期,在夏季和深秋保持形成层活动,以弥补较低的每日细胞生成率。从解剖学上看,木质部的管腔更窄,细胞壁更厚,这表明木质部形成的结构调整可能与水力功能有关。在树脂生产或木材形成动力学方面,缩短的过程没有明显的优势。在本研究评估的条件下,传统方法似乎是合作生产的最佳造林选择,平叶松表现出足够的可塑性,可以通过时间和解剖调整来维持次生生长和防御。
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引用次数: 0
Characterization of the miR396 family in Larix kaempferi suggests potential involvement in hormone-responsive somatic embryogenesis 日本落叶松miR396家族的特征表明,miR396家族可能参与激素反应性体细胞胚胎发生
IF 2.3 3区 农林科学 Q2 FORESTRY Pub Date : 2026-10-10 DOI: 10.1007/s00468-026-02836-w
Yuqin Huang, Ruxin Zhang, Junchen Wang, Xin Li, Chenghao Li, Liwang Qi, Lifeng Zhang

Main conclusion

Seven LkMIR396 precursor genes were identified in Larix kaempferi, and their developmental and hormone responsive expression patterns suggest potential involvement in somatic embryogenesis.

Abstract

MicroRNA396 (miR396) is a highly conserved small RNA that regulates plant growth and development by targeting GROWTH-REGULATING FACTOR (GRF) transcription factors. However, its functions in gymnosperms, particularly conifers, remain poorly understood. In this study, seven precursor genes of LkMIR396 were cloned and identified from Larix kaempferi, all of which form typical stem-loop structures and produce three distinct mature Lk-miR396 sequences. The LkMIR396 family exhibited rapid and differential responses to exogenous hormones in embryogenic cell masses, with jasmonic acid (JA) strongly suppressing expression of all members. Heterologous overexpression of Lkpre-MIR396b1 in Arabidopsis thaliana significantly reduced rosette leaf area, length, and width accompanied by reduced expression of several predicted AtGRF targets. This effect may be achieved by attenuation of cytokinin (CK) signaling and activation of the JA pathway, as revealed by integrated transcriptome and metabolome analysis. During somatic embryogenesis, LkMIR396 family members showed low expression levels at early stages and a significant increase during the cotyledon stage (21–28 days), suggesting a potential association in cotyledon development. These results support the functional compatibility and possible conservation of the miR396–GRF regulatory module across seed plants. However, the direct functions of LkMIR396 during L. kaempferi somatic embryogenesis remain to be experimentally validated. This study provides a foundation for understanding the evolution and potential developmental functions of the miR396 family in conifers and identifies candidate regulatory relationships for future functional investigation.

结论在日本落叶松中鉴定到7个LkMIR396前体基因,其发育和激素响应表达模式提示其可能参与体细胞胚胎发生。MicroRNA396 (miR396)是一种高度保守的小RNA,通过靶向生长调节因子(growth - regulatory FACTOR, GRF)转录因子调控植物生长发育。然而,它在裸子植物,特别是针叶树中的功能仍然知之甚少。本研究从日本落叶松中克隆鉴定了7个LkMIR396前体基因,它们均形成典型的茎环结构,并产生3个不同的成熟的Lk-miR396序列。LkMIR396家族在胚胎发生细胞团中对外源激素表现出快速和不同的反应,茉莉酸(jasmonic acid, JA)强烈抑制所有成员的表达。拟南芥中Lkpre-MIR396b1的异源过表达显著降低了莲座叶面积、长度和宽度,并降低了几个预测AtGRF靶点的表达。综合转录组和代谢组分析显示,这种作用可能是通过细胞分裂素(CK)信号的衰减和JA通路的激活来实现的。在体细胞胚胎发生过程中,LkMIR396家族成员在早期表达水平较低,在子叶阶段(21-28天)表达水平显著升高,提示其与子叶发育可能存在关联。这些结果支持miR396-GRF调控模块在种子植物间的功能兼容性和可能的保守性。然而,LkMIR396在山柰体细胞胚胎发生中的直接作用仍有待实验验证。该研究为了解针叶树miR396家族的进化和潜在发育功能提供了基础,并为未来的功能研究确定了候选调控关系。
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引用次数: 0
Robust recovery: resprouting and water stress response of a mixed evergreen forest following wildfire and salvage logging 强劲恢复:野火和采伐后常绿混交林的再生和水分胁迫响应
IF 2.3 3区 农林科学 Q2 FORESTRY Pub Date : 2026-09-27 DOI: 10.1007/s00468-026-02823-1
Hugh Leonard, Jay Alvarado, Catelyn Baker, Jarmila Pittermann

Key Message

Post-wildfire salvage logging did not significantly impact the physiological recovery of resprouts in four evergreen hardwood tree species, suggesting salvage logging can be an effective post-fire management practice in mixed evergreen forests.

Abstract

Wildfires are threatening forest recovery worldwide due to climate change driven increases in severity and frequency. An important consideration for recovery is the post-fire land management practices, such as salvage logging, which can act as a secondary disturbance in forest communities. While much research has been done on certain forest types following wildfire and salvage logging (e.g., economically valuable conifer forests), mixed evergreen hardwood systems are extremely understudied. Here we investigated the impact of high severity wildfire and post-fire salvage logging on the physiological recovery of four resprouting evergreen tree species: Pacific madrone (Arbutus menziesii), tanoak (Notholithocarpus densiflorus), coast live oak (Quercus agrifolia), and California bay (Umbellularia californica). We collected water potential, hydraulic, anatomical and leaf data on resprouts occurring at the intact and salvage logged sites, in addition to microclimate data, over a period of two years. We found few significantly different trait effects as a result of salvage logging, suggesting a robust recovery ability of these tree species to repeated disturbance events.

野火后补救性采伐对4种常绿阔叶林复枝的生理恢复无显著影响,表明补救性采伐是常绿混交林火灾后有效的管理措施。由于气候变化导致森林火灾的严重程度和频率增加,全球森林恢复受到威胁。恢复的一个重要考虑因素是火灾后的土地管理做法,如回收采伐,这可能对森林群落造成二次干扰。虽然对野火和抢救性采伐后的某些森林类型(例如具有经济价值的针叶林)进行了许多研究,但对混合常绿阔叶林系统的研究极为不足。本文研究了高强度野火和火灾后回收采伐对四种再生常绿树种:太平洋马德罗(Arbutus menziesii)、tanoak (Notholithocarpus densiflorus)、海岸活橡树(Quercus agrifolia)和加州湾活橡树(umellularia californica)生理恢复的影响。在两年的时间里,除了小气候数据外,我们还收集了在完整和打捞的采伐地点发生的再生芽的水势、水力、解剖和叶片数据。我们发现,由于回收采伐,这些树种的性状效应几乎没有显著差异,这表明这些树种对重复干扰事件具有强大的恢复能力。
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引用次数: 0
Do cork oak trees grow in the dry, hot summer of the mediterranean climate? 栓皮栎生长在地中海气候干燥炎热的夏季吗?
IF 2.3 3区 农林科学 Q2 FORESTRY Pub Date : 2026-09-27 DOI: 10.1007/s00468-026-02828-w
Augusta Costa, Javier Vázquez-Piqué, Paolo Cherubini

Monitoring stem radial intra-annual growth dynamics is a useful approach for characterising tree growth responses to climate change. In the Mediterranean there have been only a few studies reporting growth responses of cork oak (Quercus suber L.) to seasonal water shortages. In this study, we focused on direct monitoring of intra-annual radial growth of mature cork oaks over nine complete years, under a 10-year cork harvesting cycle. Band dendrometers were used to assess growth seasonality in two contrasting sites regarding dryness. We hypothesised that summer dormancy and growth bimodality could vary between sites as they are strongly dependent on environmental conditions. Also, we hypothesised that within sites, growth bimodality intensity might vary over the years following cork harvesting disturbance. Our results revealed that growth bimodality was dominant at the drier site, with trees experiencing growth constraints under high temperatures and lower precipitation at short timescales. In contrast, trees at the wetter site exhibited a consistent summer growth, with high plasticity and responsiveness in their growth phenology, revealing the ability to acclimate in longer timescales. The coupling effects of cork harvesting and growth patterns enhanced the trees’ site-dependent growth strategies. At drier site, trees´ complacent radial growth responses maintain constant growth phenological phases, e.g., timings, and achieve higher peaks with higher growth rates, mainly in the spring (yearly growth range between 9.2 mm.yr− 1 and 4.4 mm.yr− 1). At the wetter site, tree’s growth drastic responses are due to varying growth timings and highly sensitive growth peaks and rates (yearly growths ranged between 17.5 mm.yr− 1 and 5.2 mm.yr− 1).

监测树木径向年际生长动态是表征树木生长对气候变化响应的有效方法。在地中海,只有少数研究报告了栓皮栎(Quercus suber L.)对季节性缺水的生长反应。在这项研究中,我们专注于在10年的软木采收周期下,在9年的时间里直接监测成熟栓皮栎的年内径向生长。带状树木计用于评估生长季节性在两个不同的地点关于干燥。我们假设夏季休眠和生长双峰在不同的地点可能会有所不同,因为它们强烈依赖于环境条件。此外,我们假设,在场地内,生长双峰强度可能会随着软木采收干扰而变化。研究结果表明,在干旱地区,树木的生长以双峰型为主,在高温和低降水的短时间尺度下,树木的生长受到限制。相比之下,湿润地点的树木表现出一致的夏季生长,其生长物候具有较高的可塑性和响应性,显示出在较长时间尺度上的适应能力。软木收获和生长模式的耦合效应增强了树木的立地依赖性生长策略。在干旱地区,树木的径向生长响应保持恒定的生长物候阶段,如时间,并以较高的生长速率达到较高的峰值,主要在春季(年生长范围在9.2 mm.yr - 1和4.4 mm.yr - 1之间)。在较湿润的地点,树木的生长剧烈反应是由于不同的生长时间和高度敏感的生长峰值和生长速率(年生长量在17.5 mm.yr - 1和5.2 mm.yr - 1之间)。
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引用次数: 0
Sap flow characteristics of Pinus mugo and Alnus alnobetula within the treeline ecotone of the Central Tyrolean Alps: consistencies rather than differences 中蒂洛尔阿尔卑斯山林线交错带内黑松和白杨树液流特征:一致性而非差异性
IF 2.3 3区 农林科学 Q2 FORESTRY Pub Date : 2026-09-22 DOI: 10.1007/s00468-026-02829-9
Gerhard Wieser, Walter Oberhuber, Andreas Gruber

Land-use change and climate warming favour the expansion of shrubs in alpine environments, with implications for ecosystem functioning and biogeochemical cycles. Thus, we estimated canopy transpiration and canopy conductance of a Pinus mugo and an adjacent Alnus alnobetula stand on a south-facing steep slope in 2,130 m a.s.l. within the treeline ecotone of the Central Austrian Alps throughout one investigation period. For each species, canopy transpiration was estimated by means of sap flow measurements which were scaled up to the stand canopy level. Independent of species, soil water content hardly affected sap flow density, indicating that P. mugo and A. alnobetula are extremely tolerant to limited topsoil water availability. By contrast, sap flow density was strongly correlated with solar radiation and vapour pressure deficit (VPD), while canopy conductance declined with increasing VPD. Our estimated canopy transpiration averaged 2.4 ± 0.1 mm d−1 in P. mugo and 3.0 ± 0.1 mm d−1 in A. alnobetula. The corresponding values for canopy conductance were 37 ± 2 and 42 ± 2 mm s−1, respectively. The observation that, within the treeline ecotone on Mt. Patscherkofel, canopy transpiration of P. mugo and A. alnobetula stands is noticeably higher than that of adjacent low-stature vegetation and isolated trees should be considered when forecasting potential effects of climate and land-use change on the water balance of the treeline ecotone.

土地利用变化和气候变暖有利于高山环境中灌木的扩张,对生态系统功能和生物地球化学循环具有影响。因此,我们估算了奥地利阿尔卑斯中部林线交错带内海拔2130 m的南向陡坡上的一株松和相邻的Alnus alnobetula林分的冠层蒸腾和冠层导度。每个树种的冠层蒸腾是通过按比例放大到林分冠层水平的液流测量来估算的。不同种属土壤含水量对树液流密度影响不大,表明白桦和白桦对有限的表层土壤水分具有极强的耐受性。树液流密度与太阳辐射和水汽压亏缺(VPD)密切相关,而冠层导度随VPD的增加而下降。我们估算的林冠蒸腾平均为白杨2.4±0.1 mm d - 1,白桦3.0±0.1 mm d - 1。相应的冠层电导值分别为37±2和42±2 mm s−1。在Patscherkofel山林线过渡带内,柽柳林分和白桦林分的冠层蒸腾量明显高于相邻的低高度植被和孤立乔木,在预测气候和土地利用变化对林带水分平衡的潜在影响时应考虑这一结果。
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引用次数: 0
Variations in root biomass, spatial distribution, and adaptation characteristics of Prunus sibirica with diameter class and soil depth 西伯利亚李根生物量、空间分布及适应特征随径级和土壤深度的变化
IF 2.3 3区 农林科学 Q2 FORESTRY Pub Date : 2026-09-18 DOI: 10.1007/s00468-026-02833-z
Yuanyuan Liu, Shipeng Wang, Ce Zhang, Jianhua Chen, Yongqiang Sun, Shengjun Dong

Prunus sibirica is a pioneer species for establishing soil-water conservation forests. The study investigated root growth and development in P. sibirica plantation forests to reveal the nutrient flow and material cycling rules during the growth process. Using four diameter classes, total excavation was employed to quantify root biomass and spatial distribution, while anatomical structure and physiological indices were measured to assess adaptation features. Significant differences (P < 0.05) were found in the spatial biomass distribution, anatomical structure, antioxidant enzyme activity, and osmotic adjustment among the different diameter classes of P. sibirica roots. Root biomass increased with diameter class. Significant positive correlations were identified among tree height, basal diameter, and total root biomass. Three-dimensional mapping of coarse root distribution revealed that as diameter class increased, the horizontal distribution range gradually expanded and vertical penetration deepened, exhibiting pronounced spatial asymmetry. Anatomical analysis showed that within the same diameter class, xylem diameter, phloem thickness, periderm thickness, and vascular cambium thickness all increased with root diameter. The large-diameter class of P. sibirica root systems had high levels of antioxidant enzymes and osmoregulatory substances. Root antioxidant enzyme activity, osmoregulatory substance concentration, and membrane stability decreased with increasing soil depth, while root vigor increased. These results suggest the large-diameter class of P. sibirica root systems has a high root absorption capacity and can accumulate more organic matter, making them more resilient to adverse conditions.

西伯利亚李是建立水土保持林的先锋树种。通过对西伯利亚红木人工林根系生长发育的研究,揭示其生长过程中的养分流动和物质循环规律。采用4种径级,通过总开挖量量化根系生物量和空间分布,通过解剖结构和生理指标评估根系适应特征。不同径级的西伯利亚白杨根系在空间生物量分布、解剖结构、抗氧化酶活性和渗透调节等方面存在显著差异(P < 0.05)。根系生物量随径级增加而增加。树高、基径和总根生物量呈显著正相关。粗根分布的三维制图显示,随着径级的增加,水平分布范围逐渐扩大,垂直渗透加深,呈现明显的空间不对称性。解剖分析表明,在同一径级内,木质部直径、韧皮部厚度、周皮厚度和维管形成层厚度均随根径增加而增加。大径级西伯利亚白栎根系中抗氧化酶和渗透调节物质含量较高。根系抗氧化酶活性、渗透调节物质浓度和膜稳定性随土壤深度的增加而降低,而根系活力则增加。这些结果表明,大直径类西伯利亚白栎根系具有较高的根系吸收能力,可以积累更多的有机质,使其对不利条件的适应能力更强。
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引用次数: 0
Isometric relationship between the proportionality coefficients of the Montgomery and Montgomery–Koyama–Smith equations: Evidence from nine Malus cultivars Montgomery - koyama - smith方程比例系数的等距关系:来自9个苹果品种的证据
IF 2.3 3区 农林科学 Q2 FORESTRY Pub Date : 2026-09-18 DOI: 10.1007/s00468-026-02830-2
Danyu Zhou, Karl J. Niklas, Wangxiang Zhang, Wen Gu, Feixue Jiang, Peijian Shi

Key message

There is a robust linear relationship between the proportionality coefficients of the Montgomery and Montgomery–Koyama–Smith equations.

Abstract

The Montgomery equation (ME) assumes a proportional relationship between individual leaf area and the product of leaf length and width, whereas the Montgomery–Koyama–Smith equation (MKSE) assumes a proportional relationship between the total leaf area per shoot and the product of the sum of individual leaf widths and maximum leaf length. Given the developmental homology between petals and leaves, the ME and MKSE are hypothesized to also apply to petal and corolla areas. However, prior studies have neglected the potential link between their respective proportionality coefficients. To validate the ME and MKSE for calculating individual petal area (A) and total corolla area per flower (AT), and to test the correlation between the ME and MKSE proportionality coefficients (k for ME and kKS for MKSE), we measured 2700 petals from 540 flowers across nine Malus cultivars. Goodness of fit was assessed using the root-mean-square error (RMSE) and the coefficient of determination (r2). The ME and MKSE were validated for all nine cultivars, effectively predicting A and AT with high precision (as gauged by low RMSE and high r2). Importantly, a statistically significant one-to-one (isometric) scaling relationship was observed between k and kKS. The isometric relationship between the two proportionality coefficients provides a quantitative link between individual petal geometry and whole-corolla structure, significantly simplifying the non-destructive estimation of corolla area (and potentially shoot-level total leaf area).

在Montgomery和Montgomery - koyama - smith方程的比例系数之间存在一个强大的线性关系。摘要Montgomery方程(ME)假设单叶面积与叶长与叶宽积成正比关系,Montgomery - koyama - smith方程(MKSE)假设单枝总叶面积与单叶宽与最大叶长之和成正比关系。鉴于花瓣和叶片之间的发育同源性,假设ME和MKSE也适用于花瓣和花冠区域。然而,先前的研究忽略了它们各自比例系数之间的潜在联系。为了验证ME和MKSE计算单花花瓣面积(A)和总花冠面积(AT)的有效性,并检验ME和MKSE比例系数(k代表ME, kKS代表MKSE)之间的相关性,我们测量了9个苹果品种540朵花的2700片花瓣。采用均方根误差(RMSE)和决定系数(r2)评估拟合优度。对9个品种的ME和MKSE进行了验证,结果表明,ME和MKSE对A和AT的预测精度较高(RMSE较低,r2较高)。重要的是,在k和kKS之间观察到统计上显著的一对一(等距)缩放关系。两个比例系数之间的等距关系提供了单个花瓣几何形状和整个花冠结构之间的定量联系,大大简化了花冠面积(以及潜在的枝级总叶面积)的无损估计。
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引用次数: 0
Integrating stand and environmental factors to enhance aboveground carbon stock estimation 综合林分与环境因子提高地上碳储量估算
IF 2.3 3区 农林科学 Q2 FORESTRY Pub Date : 2026-09-17 DOI: 10.1007/s00468-026-02810-6
Xiao Zhou, Jinping Guo, Ram P. Sharma, Fengying Guan

Accurate estimation of forest aboveground carbon stock (FCS) in moso bamboo (Phyllostachys edulis) forests is of great significance for climate change mitigation, forest management, and achievement of carbon neutrality goals. This can be possible when there exist comprehensive models developed with the important enviromental factors. However, previous studies largely rely on the models dominated by stand structural variables, which are insufficient to fully capture the effects of topography, soil, and climate factors. Moreover, systematic evaluation of performance differences among modeling approaches under progressive multi-factor coupling, as well as their ability to characterize the distributional features of FCS, remain limited, thereby constraining model interpretability and generalizability. Based on the sample plot-level survey data from moso bamboo forests across eight provinces, this study developed five FCS models with different combinations of explanatory variables. After confirming the absence of multicollinearity among predictors, the fitting and predictive performances of traditional ordinary least squares (OLS) regression and machine learning methods, including random forest (RF) and support vector machine (SVM), were systematically evaluated. The results showed that the gradual inclusion of topographic, soil, and climatic factors led to the moderate improvements in the fitting accuracy of OLS models, whereas machine learning models, particularly the RF model, exhibited substantially higher explanatory power, prediction accuracy, and stability under multi-factor coupling conditions (R² > 0.564). These models were more effective in capturing complex nonlinear relationships between FCS and multiple driving factors. Variable importance analysis indicated that stand structural factors, especially basal area and mean stand height, were the dominant determinants of FCS. Topography (elevation), soil (bulk density and soil rock fragment content), and climatic (degree-days above 18 °C and Hargreaves reference evaporation) factors played important regulatory roles through nonlinear relationships. The relative contributions of topographic, soil, and climatic factors ranged from 3.82% to 15.16%, 9.55% to 17.89%, and 3.42% to 23.32% to the models, respectively, with climatic factors exerting a stronger influence than soil factors. This study addresses the limitations of traditional FCS estimation models in representing environmental heterogeneity and nonlinear processes in the complex forest ecosystems and large scale applications. The findings demonstrate that the multi-factor coupling models based on stand structures, integrated with multidimensional environmental information and implemented using machine learning approaches, such as random forest, provide the effective means to enhance the stability and accuracy of regional-scale forest aboveground carbon stock estimation.

准确估算毛竹林地上碳储量(FCS)对减缓气候变化、森林经营和实现碳中和目标具有重要意义。当存在包含重要环境因素的综合模型时,这是可能的。然而,以往的研究主要依赖于以林分结构变量为主的模型,不足以充分反映地形、土壤和气候等因素的影响。此外,系统评价渐进式多因素耦合下不同建模方法的性能差异以及表征FCS分布特征的能力仍然有限,从而限制了模型的可解释性和泛化性。基于8个省份毛竹林样地调查数据,构建了5个不同解释变量组合的FCS模型。在确认预测因子之间不存在多重共线性的基础上,系统评价了传统的普通最小二乘(OLS)回归和机器学习方法,包括随机森林(RF)和支持向量机(SVM)的拟合和预测性能。结果表明,地形、土壤和气候因素的逐渐纳入导致OLS模型的拟合精度适度提高,而机器学习模型,特别是RF模型,在多因素耦合条件下表现出更高的解释能力、预测精度和稳定性(R²> 0.564)。这些模型更有效地捕捉了FCS与多个驱动因素之间复杂的非线性关系。变量重要度分析表明,林分结构因子,尤其是基材面积和平均林分高度是林分FCS的主要决定因素。地形(高程)、土壤(容重和土岩碎片含量)和气候(18℃以上的日数和哈格里夫斯参考蒸发量)因子通过非线性关系发挥了重要的调节作用。地形因子、土壤因子和气候因子对模型的相对贡献率分别为3.82% ~ 15.16%、9.55% ~ 17.89%和3.42% ~ 23.32%,其中气候因子的影响强于土壤因子。该研究解决了传统FCS估算模型在复杂森林生态系统和大规模应用中表现环境异质性和非线性过程的局限性。研究结果表明,基于林分结构的多因素耦合模型,结合多维环境信息,采用随机森林等机器学习方法实现,为提高区域尺度森林地上碳储量估算的稳定性和准确性提供了有效手段。
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