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Extraction of eucalyptus age and estimation of its aboveground biomass in China with the integration of empirical model and machine learning algorithm 基于经验模型和机器学习算法的中国桉树树龄提取及地上生物量估算
IF 4.1 1区 农林科学 Q1 FORESTRY Pub Date : 2026-03-11 DOI: 10.1016/j.fecs.2026.100440
Chunxian Tang, Guiying Li, Dengsheng Lu
Eucalyptus plantations are extensively distributed in tropical and subtropical regions and play important roles in timber production, economic development, and regional carbon cycles. Due to its fast growth and short rotation periods, mapping of high spatial resolution eucalyptus age and its aboveground biomass (AGB) distribution becomes an urgent task, but such products are unavailable due to the difficulty in distinguishing eucalyptus from other tree species and lack of suitable methods to accurately estimate eucalyptus age and AGB. This study aims to develop a new approach to extract eucalyptus age and a new procedure to estimate AGB through integration of an empirical model and machine learning algorithm in subtropical and tropical regions of China. The eucalyptus distribution was first developed using Sentinel-2 imagery and its forest age in unit of months was then generated with a continuous threshold-based decision strategy based on monthly median composites of normalized difference vegetation index (NDVI) and the difference between NDVI and the normalized burn ratio (NBR) (DIF) from Landsat and Sentinel-2 time series data. The Chapman-Richards function was used to build a growth model based on eucalyptus age, and SHapley Additive exPlanations (SHAP) approach was used to identify key environmental factors for use in the AGB modeling procedure. The results showed that a root mean square error (RMSE) of 1.54 years was obtained, much lower than existing age products. About 77% of eucalyptus plantations were four years or younger. The predicted eucalyptus AGB in China was 217.41 million tons in 2023, with RMSE of 21.18 t·ha−1 and relative RMSE (RMSEr) of 22.41%. This study provided the first products of eucalyptus distribution with 10 m spatial resolution, the estimated age and AGB distributions with 30 m resolution in China in 2023. The proposed framework provides a new insight for age extraction and AGB estimation for other tree species. The results from this research provide a fundamental data source for eucalyptus forest resource management, carbon assessment, and policy-making.
桉树人工林广泛分布于热带和亚热带地区,在木材生产、经济发展和区域碳循环中发挥着重要作用。由于桉树生长快、轮作周期短,高空间分辨率的桉树树龄和地上生物量(AGB)分布图的绘制迫在眉睫,但由于桉树与其他树种难以区分,且缺乏准确估算桉树树龄和AGB的合适方法,因此无法绘制出高空间分辨率的桉树树龄和地上生物量分布图。本研究旨在通过结合经验模型和机器学习算法,建立中国亚热带和热带地区桉树树龄提取的新方法和AGB估算的新方法。首先利用Sentinel-2影像开发桉树分布,然后基于Landsat和Sentinel-2时间序列数据的归一化植被指数(NDVI)、NDVI与归一化燃烧比(NBR) (DIF)之差的月中值复合数据,采用连续阈值决策策略生成以月为单位的森林年龄。采用Chapman-Richards函数建立了基于桉树年龄的生长模型,并采用SHapley加性解释(SHAP)方法确定了AGB建模过程中使用的关键环境因素。结果表明,该方法的均方根误差(RMSE)为1.54岁,远低于现有年龄产品。大约77%的桉树人工林树龄不超过4年。2023年中国桉树AGB预测值为2.1741亿吨,RMSE为21.18 t·ha - 1,相对RMSE (RMSEr)为22.41%。本研究首次获得了2023年中国10 m空间分辨率桉树分布、30 m空间分辨率估计树龄和AGB分布的数据。该框架为其他树种的年龄提取和AGB估计提供了新的思路。研究结果为桉树森林资源管理、碳评估和决策提供了基础数据来源。
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引用次数: 0
Causes of co-existence of cool-temperate Fagus and warm-loving evergreen Quercus forests in central Italy during the Holocene thermal maximum 全新世热极大期意大利中部冷温带Fagus和喜暖常绿栎林共存的原因
IF 3.8 1区 农林科学 Q1 FORESTRY Pub Date : 2025-12-01 Epub Date: 2025-05-14 DOI: 10.1016/j.fecs.2025.100345
Giorgia Beffa , Erika Gobet , Sevil Coşgun , Riccardo Dotta , Luc Hächler , Marina Alexandra Morlock , Laura Sadori , Patrick Schläfli , Christoph Schwörer , Lieveke van Vugt , Hendrik Vogel , Paul David Zander , Martin Grosjean , Willy Tinner
Mediterranean forest communities are particularly diverse but at risk due to their sensitivity to global warming. Understanding the long-term vulnerability of Mediterranean vegetation to climate change is crucial for conservation and management purposes. Studies on past changes of forest communities in response to climate change at ecologically meaningful resolutions (i.e., decadal time scales) are therefore essential, but still very rare. The Holocene thermal maximum (HTM; ca. 10,000–5,000 ​cal ​years before the present (BP)) may be used to study species and community responses to warmer conditions than during recent decades. We performed high-resolution multiproxy palaeoecological analyses on sediments from crater Lake Mezzano in central Italy to reconstruct vegetation, diversity, and fire dynamics between 8,450 and 7,050 ​cal ​years BP. Ordination, cross-correlation, and species-response analyses were used to investigate the response of Mediterranean forest communities to HTM climate warming, human impact, and fire. Vegetational changes prior to 7,450 ​cal ​years BP were driven by climate. Fagus sylvatica spread into mixed deciduous oak forests during the Early Holocene in response to declining seasonality (cooler summers and warmer winters). Subsequently, Fagus sylvatica declined and evergreen Quercus ilex expanded after 8,200 ​cal ​years BP when the climate became warmer. Although reduced, Fagus sylvatica remained important together with deciduous oaks. The co-existence of Fagus sylvatica and evergreen Quercus forests is extremely rare today. Human impact significantly affected forest vegetation after 7,450 ​cal ​years BP, when Neolithic agricultural activities became important, ultimately extirpating these special communities but fostering the overall biodiversity. However, their past occurrence in several central Italian calderas during the HTM suggests that these environments provided habitats that permitted the thriving of cool-temperate forests of Fagus sylvatica under mesomediterranean conditions, with summers ca. 1–2 ​°C warmer than today. Cool and moist calderas may thus become increasingly important for maintaining Mediterranean mesophilous forest species under global warming conditions.
地中海森林群落尤其多样化,但由于对全球变暖的敏感性,它们面临风险。了解地中海植被对气候变化的长期脆弱性对保护和管理至关重要。因此,在有生态意义的决议(即十年时间尺度)上研究森林群落对气候变化的过去变化是必要的,但仍然非常罕见。全新世热最大值;与近几十年相比,距今约1万至5万cal年)可用于研究物种和群落对变暖条件的反应。研究人员对意大利中部梅萨诺火山口湖沉积物进行了高分辨率多代古生态分析,重建了8,450 - 7,050 cal BP之间的植被、多样性和火灾动态。采用排序分析、互相关分析和物种响应分析,探讨了地中海森林群落对HTM气候变暖、人类影响和火灾的响应。7450 cal BP之前的植被变化是由气候驱动的。全新世早期,山毛榉(Fagus sylvatica)向落叶栎林中扩散,以响应季节变化(夏季较冷,冬季较暖)。随后,在8200 cal BP后,气候变暖,山毛榉(Fagus sylvatica)逐渐减少,常绿栎树(Quercus ilex)逐渐扩大。虽然减少了,但森林Fagus sylvatica和落叶栎树仍然很重要。如今,山毛榉和常绿栎林共存的情况极为罕见。7450 cal BP之后,新石器时代的农业活动变得重要,人类对森林植被的影响显著,最终使这些特殊的群落灭绝,但促进了整体的生物多样性。然而,在热热时期,它们在意大利中部的几个火山口的出现表明,这些环境提供了栖息地,在地中海条件下,夏季比现在温暖约1-2°C,允许冷温带森林Fagus sylvatica的繁荣。因此,在全球变暖的条件下,凉爽潮湿的火山口对于维持地中海中温森林物种可能变得越来越重要。
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引用次数: 0
A two-scale framework for mapping site productivity of Eucalyptus globulus Labill. plantations in northern Spain in the context of climate change and using spatially explicit environmental variables as predictors 蓝桉立地生产力的双尺度框架研究。在气候变化的背景下,西班牙北部的种植园和使用空间明确的环境变量作为预测因子
IF 3.8 1区 农林科学 Q1 FORESTRY Pub Date : 2025-12-01 Epub Date: 2025-05-14 DOI: 10.1016/j.fecs.2025.100344
Iyán Teijido-Murias , Carlos A. López-Sánchez , Pilar García-Manteca , Juan Daniel García-Villabrille , Alberto Rojo-Alboreca , Federico Ruiz , Marcos Barrio-Anta
This research aimed to obtain accurate estimates of the productivity of eucalyptus plantations under different climate change scenarios without the need for additional fieldwork. Thus, we used tree growth data from 1,102 research plots, existing spatially continuous environmental data, and the random forest (RF) algorithm to construct raster-based models. We constructed models to predict site index (SI) at landscape scale (250 ​m·pixel−1), which is useful for planning purposes and for analyzing the effect of climate change on productivity, and at forest plot scale (resolutions of 10, 25, 50, and 100 ​m·pixel−1), which is essential for predicting plantation yields. All models explained ∼50% of site index variability, as is usual in this type of study. We found that the different spatial resolutions of predictor variables did not affect the amount of variability explained. This finding may be due to two opposing effects on the explained variability at finer scales: a positive effect, as finer scales enable capture of microscale landform variability through a high-resolution digital elevation model (DEM), and a negative effect due to the introduction of “noise” when downscaling the climatic and lithological information from coarser scales. Elevation and the climatic variables (mainly temperature) were the most important predictor variables: For every 100 ​m-increase in elevation, the productivity decreased by on average 0.3–0.9 ​m of site index (1–1.3 ​m3·ha−1·year−1 of maximum mean annual increment in volume) and for each degree-Celsius-increase in annual mean temperature, productivity increased by about 2.2 ​m in site index (3 ​m3·ha−1·year−1 of maximum mean annual increment in volume). Due to the forecasted increase in temperatures under climate change, productivity is expected to increase significantly in Eucalyptus globulus plantations in northern Spain in the coming decades, by between 1.68% and 3.38% of the current average site index under the most pessimistic climate change scenario and between 1.79% and 2.48% of the current average site index for the moderate scenario. We conclude that currently available spatially continuous environmental data can be used to develop accurate raster data models for predicting site productivity for E. globulus without the need for fieldwork. The spatially explicit maps produced in the study provide support to forest planners, forest managers, private landowners and politicians, enabling well-founded decisions to be made regarding selection of the best sites for afforestation and providing accurate yield predictions for the plantations.
本研究旨在获得不同气候变化情景下桉树人工林生产力的准确估计,而无需额外的实地调查。因此,我们使用来自1,102个研究地块的树木生长数据,现有的空间连续环境数据和随机森林(RF)算法构建基于栅格的模型。我们构建了预测景观尺度(250 m·像元−1)和森林样地尺度(10、25、50和100 m·像元−1)立地指数(SI)的模型,前者有助于规划和分析气候变化对生产力的影响,后者对预测人工林产量至关重要。所有模型都解释了约50%的站点指数变异性,这在这类研究中很常见。我们发现,不同的空间分辨率的预测变量不影响变异的解释量。这一发现可能是由于在更细尺度上对解释的变异性产生了两种相反的影响:一种是积极的影响,因为更细的尺度可以通过高分辨率数字高程模型(DEM)捕获微尺度的地貌变异性;另一种是消极的影响,因为在从更粗尺度上缩小气候和岩性信息时引入了“噪声”。海拔和气候变量(主要是温度)是最重要的预测变量:海拔每升高100 m,生产力指数平均下降0.3-0.9 m (1 - 1.3 m3·ha−1·年- 1),年平均温度每升高1℃,生产力指数增加约2.2 m (3 m3·ha−1·年- 1)。在气候变化的影响下,由于气温的升高,西班牙北部蓝桉人工林的生产力在未来几十年将显著提高,在最悲观的气候变化情景下,生产力将提高当前平均立地指数的1.68% ~ 3.38%,在温和的气候变化情景下,生产力将提高当前平均立地指数的1.79% ~ 2.48%。我们得出的结论是,目前可用的空间连续环境数据可用于开发准确的栅格数据模型,以预测球芽孢杆菌的现场生产力,而无需实地调查。研究中绘制的空间清晰地图为森林规划者、森林管理者、私人土地所有者和政治家提供了支持,使他们能够在选择最佳造林地点方面作出有充分根据的决定,并为人工林提供准确的产量预测。
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引用次数: 0
The origin and beginnings of modern Continuous Cover Forestry in Europe 欧洲现代连续覆盖林的起源和开端
IF 3.8 1区 农林科学 Q1 FORESTRY Pub Date : 2025-12-01 Epub Date: 2025-05-19 DOI: 10.1016/j.fecs.2025.100348
Arne Pommerening , Ulrika Widman , Janusz Szmyt

Background

Continuous Cover Forestry (CCF) is a type of forest management that is based on ecological, environmental, and biological principles. Specific definitions of CCF greatly vary and the concept usually includes a number of tenets or criteria. The most important tenet of CCF is the requirement to abandon the practice of large-scale clearfelling in favour of selective thinning/harvesting and natural regeneration methods.

Methods

CCF is commonly believed to have its main origin in an academic debate that was conducted through publications in a number of European and North American countries towards the end of the 19th and the beginning of the 20th century. Our findings are exclusively based on a literature review of the history of CCF and they revealed that the European origins of CCF go much further back to a form of farm forestry that started to be practised in Central Europe in the 17th century. Eventually, this type of farm forestry led to the formation of the single-tree selection system as we know it today. Another influential tradition line contributing to modern CCF is individual-based forest management, which breaks forest stands down into small neighbourhood-based units. The centres of these units are dominant frame trees which form the framework of a forest stand. Consequently, management is only carried out in the local neighbourhood of frame trees. Individual-based forest management also modified inflexible area-control approaches of plantation forest management in favour of the flexible size-control method.

Results and conclusions

We found evidence that the three aforementioned tradition lines are equally important and much interacted in shaping modern CCF. Since CCF is an international accomplishment, it is helpful to thoroughly study the drivers and causes of such concepts. Understanding the gradual evolution can give valuable clues for the introduction and adaptation of CCF in countries where the concept is new.
连续覆盖林业(CCF)是一种基于生态、环境和生物原理的森林经营方式。CCF的具体定义差别很大,该概念通常包括许多原则或标准。CCF最重要的原则是要求放弃大规模砍伐的做法,转而采用选择性间伐/采伐和自然再生方法。人们普遍认为,sccf的主要起源是19世纪末20世纪初欧洲和北美一些国家通过出版物进行的学术辩论。我们的发现完全基于对CCF历史的文献回顾,他们揭示了CCF的欧洲起源可以追溯到17世纪中欧开始实践的一种农场林业形式。最终,这种类型的农场林业导致了我们今天所知道的单树选择系统的形成。另一个对现代CCF有影响的传统路线是以个人为基础的森林管理,它将森林分解成以社区为基础的小单位。这些单位的中心是主要的框架树,形成森林的框架。因此,管理只在框架树的局部邻域进行。以个体为基础的森林经营也改变了人工林经营中不灵活的面积控制方法,采用灵活的规模控制方法。结果和结论我们发现证据表明,上述三个传统线在形成现代CCF方面同样重要,并且相互作用。由于CCF是一项国际成就,因此深入研究这些概念的驱动因素和原因是有益的。了解这一渐进演变过程可以为CCF在新概念国家的引入和适应提供有价值的线索。
{"title":"The origin and beginnings of modern Continuous Cover Forestry in Europe","authors":"Arne Pommerening ,&nbsp;Ulrika Widman ,&nbsp;Janusz Szmyt","doi":"10.1016/j.fecs.2025.100348","DOIUrl":"10.1016/j.fecs.2025.100348","url":null,"abstract":"<div><h3>Background</h3><div>Continuous Cover Forestry (CCF) is a type of forest management that is based on ecological, environmental, and biological principles. Specific definitions of CCF greatly vary and the concept usually includes a number of tenets or criteria. The most important tenet of CCF is the requirement to abandon the practice of large-scale clearfelling in favour of selective thinning/harvesting and natural regeneration methods.</div></div><div><h3>Methods</h3><div>CCF is commonly believed to have its main origin in an academic debate that was conducted through publications in a number of European and North American countries towards the end of the 19th and the beginning of the 20th century. Our findings are exclusively based on a literature review of the history of CCF and they revealed that the European origins of CCF go much further back to a form of farm forestry that started to be practised in Central Europe in the 17th century. Eventually, this type of farm forestry led to the formation of the single-tree selection system as we know it today. Another influential tradition line contributing to modern CCF is individual-based forest management, which breaks forest stands down into small neighbourhood-based units. The centres of these units are dominant frame trees which form the framework of a forest stand. Consequently, management is only carried out in the local neighbourhood of frame trees. Individual-based forest management also modified inflexible area-control approaches of plantation forest management in favour of the flexible size-control method.</div></div><div><h3>Results and conclusions</h3><div>We found evidence that the three aforementioned tradition lines are equally important and much interacted in shaping modern CCF. Since CCF is an international accomplishment, it is helpful to thoroughly study the drivers and causes of such concepts. Understanding the gradual evolution can give valuable clues for the introduction and adaptation of CCF in countries where the concept is new.</div></div>","PeriodicalId":54270,"journal":{"name":"Forest Ecosystems","volume":"14 ","pages":"Article 100348"},"PeriodicalIF":3.8,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144147623","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Both composition and configuration of forests and urban development shape bat activity and diversity in North American temperate forests 森林的组成和配置以及城市发展都影响了北美温带森林中蝙蝠的活动和多样性
IF 3.8 1区 农林科学 Q1 FORESTRY Pub Date : 2025-12-01 Epub Date: 2025-06-07 DOI: 10.1016/j.fecs.2025.100357
Sihao Chen , Han Li
Temperate forest ecosystems are important habitats for many bat species. However, these habitats are increasingly affected by anthropogenic disturbances, particularly urban development, leading to landscapes with varying land cover composition and configuration. Limited research has examined how forest and urban landscape composition and configuration influence bat activity and diversity. Using a multi-year statewide bat acoustic monitoring dataset from North Carolina, USA, we investigated the effects of forest and urban composition and configuration at multiple spatial scales on bat activity and diversity. First, we constructed single-variable landscape index regression models and found that both the composition and configuration of forests and urban developments influenced bat activity and diversity in a species-specific manner. Next, we applied a hierarchical partitioning approach to compare the relative contributions of composition and configuration indices in explaining variance in bat activity. For big brown bats and hoary bats, evergreen forest and urban development composition indices contributed the most to explaining activity variance. In contrast, for eastern red bats, evening bats, and tricolored bats, deciduous forest fragmentation indices describing landscape configuration were the most influential factors. Silver-haired bat activity variance was primarily explained by an evergreen forest fragmentation index. Lastly, urban development configuration indices were the strongest predictors of Mexican free-tailed bat activity and total bat activity. These results suggest that forest and urban landscape configuration should be considered in conservation and management planning for North American temperate forest ecosystems, particularly in regions that have not experienced drastic deforestation in recent decades.
温带森林生态系统是许多蝙蝠物种的重要栖息地。然而,这些生境越来越多地受到人为干扰,特别是城市发展的影响,导致土地覆盖组成和配置变化的景观。有限的研究考察了森林和城市景观的组成和配置如何影响蝙蝠的活动和多样性。利用美国北卡罗来纳州多年的蝙蝠声学监测数据,研究了不同空间尺度下森林和城市组成和配置对蝙蝠活动和多样性的影响。首先,我们构建了单变量景观指数回归模型,发现森林的组成和配置以及城市发展都以一种特定的方式影响着蝙蝠的活动和多样性。接下来,我们应用分层划分方法来比较成分指数和配置指数在解释蝙蝠活动方差方面的相对贡献。对于大棕蝠和灰蝠,常绿森林和城市发展构成指数对活动差异的解释贡献最大。东部红蝠、夜蝠和三色蝙蝠的落叶森林破碎化指数是影响景观格局的主要因素。常绿森林破碎化指数是银毛蝙蝠活动差异的主要解释因子。最后,城市发展配置指数是墨西哥无尾蝙蝠活动和总蝙蝠活动的最强预测因子。这些结果表明,在北美温带森林生态系统的保护和管理规划中应考虑森林和城市景观配置,特别是在近几十年来没有经历严重森林砍伐的地区。
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引用次数: 0
Impact of broadleaf tree introduction on rhizosphere fungal communities and root phosphorus-cycling genes in conifers of near-natural transformed plantations 阔叶树引种对近自然转化人工林针叶树根际真菌群落和根磷循环基因的影响
IF 4.4 1区 农林科学 Q1 FORESTRY Pub Date : 2025-12-01 Epub Date: 2025-08-21 DOI: 10.1016/j.fecs.2025.100378
Zhanpeng Ye , Chen Ning , Ting Liu , Meirong Yan , Wenyan Cai , Jiyang Xiao , Wende Yan
Phosphorus (P) is crucial for plant growth. However, its low availability in subtropical soils necessitates that trees rely on microorganisms for effective P acquisition. The introduction of broadleaf trees has been shown to facilitate P acquisition in coniferous plantations by altering the rhizosphere fungal communities. Despite this, functional shifts in these communities and the expression of root phosphorus cycling genes (PCGs) remain inadequately understood. This study investigated coniferous Pinus massoniana and Cunninghamia lanceolata plantations interplanted with broadleaf species associated with arbuscular mycorrhizal (AM) or ectomycorrhizal (ECM) fungi. Rhizosphere soil and fine roots from the conifers were analyzed to examine soil bioavailable P fractions, root mycorrhizal colonization, rhizosphere fungal community composition, enzyme function predictions, and root PCGs expression. We found that citric-P in rhizospheric soil of P. massoniana increased with the introduction of Quercus gilva (an ECM-associated tree species), whereas Bray-P content in the rhizosphere of C. lanceolata decreased upon the introduction of either Q. gilva or Phoebe zhennan (an ECM-associated tree species). Moreover, the relative abundance of saprophytic fungi (e.g., Mortierella) increased following the introduction of broadleaf trees. Specifically, the introduction of Q. gilva was associated with elevated levels of organic P mineralization genes (e.g., phoA) and enzymes (e.g., phytases and acid phosphatase (ACP)) in conifers. In contrast, the introduction of P. zhennan increased the expression of inorganic P solubilization genes (such as qppC in P. massoniana roots and ppa in C. lanceolata roots). Key contributors to P absorption in conifer roots included Cenococcum, Rhizopogon, and Glomus. This study advances our understanding of P cycling in coniferous rhizospheres and the dynamics of coexisting mycorrhizal tree systems, yielding valuable insights into sustainable management of plantation ecosystems.
磷(P)对植物生长至关重要。然而,由于其在亚热带土壤中的有效性较低,树木必须依靠微生物来有效地获取磷。阔叶树的引入通过改变根际真菌群落,促进了针叶林对磷的获取。尽管如此,这些群落的功能变化和根磷循环基因(PCGs)的表达仍然没有得到充分的了解。本研究以马尾松和杉木针叶林为研究对象,研究了与丛枝菌根(AM)或外生菌根(ECM)真菌相关的阔叶种间种。对针叶树根际土壤和细根进行分析,以检测土壤生物有效磷组分、根菌根定植、根际真菌群落组成、酶功能预测和根PCGs表达。结果表明,马尾松根际土壤中柠檬酸磷含量随着黑栎的引入而增加,而杉木根际土壤中布雷磷含量则随着黑栎和黑栎的引入而降低。此外,腐生真菌(如Mortierella)的相对丰度随着阔叶树的引入而增加。具体来说,gilva的引入与针叶树有机磷矿化基因(如phoA)和酶(如植酸酶和酸性磷酸酶(ACP))水平的升高有关。引入真南后,马尾松根中qppC和杉木根中ppa等无机磷溶化基因的表达增加。针叶树根系吸收磷的主要贡献者包括cenococum、Rhizopogon和Glomus。该研究促进了我们对针叶根际磷循环和共生菌根树系统动态的理解,为人工林生态系统的可持续管理提供了有价值的见解。
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引用次数: 0
Biotic and abiotic factors jointly drive the temperature sensitivity of soil respiration in forests worldwide 生物和非生物因素共同驱动全球森林土壤呼吸的温度敏感性
IF 3.8 1区 农林科学 Q1 FORESTRY Pub Date : 2025-12-01 Epub Date: 2025-05-05 DOI: 10.1016/j.fecs.2025.100340
Zixuan Wang , Haihua Shen , Aijun Xing , Jingyun Fang
The sensitivity of soil respiration (Rs) to temperature (Q10) is a key parameter for benchmarking the carbon (C) cycle and climate feedbacks in the context of global warming. However, previous studies on the factors that drive forest soil Q10 have focused mostly on abiotic factors, such as climate and soil, while the role of biotic factors has been less examined. Here, we compiled a global dataset of 766 soil Q10 values and 17 matched biotic and abiotic factors to explore the factors that drive the variability of global forest soil Q10 using a random forest (RF) model. Our findings showed that soil Q10 increased with microbial biomass carbon (MBC), which was the most important predictor. Additionally, soil Q10 was positively correlated with leaf phosphorus content (LPC) but was negatively correlated with leaf N:P, indicating that plant ecological stoichiometry might be a factor that explained soil Q10 variability. All abiotic factors, including climate, soil properties, and elevation, had great predictive power and were significantly related to soil Q10. By comparing the soil Q10 in multispecies forests and monocultures, we found that Q10 in the mixed needle-leaved and broad-leaved forests (NF & BF) was lower than in monocultures. Our study revealed that, in addition to abiotic factors, biotic factors were also strong predictors of forest soil Q10, which can deepen our understanding of soil respiration in response to global warming and provide insights for improving carbon cycle models.
土壤呼吸(Rs)对温度(Q10)的敏感性是全球变暖背景下碳(C)循环和气候反馈基准的关键参数。然而,以往关于森林土壤Q10驱动因素的研究主要集中在气候和土壤等非生物因素上,而生物因素的作用研究较少。本文利用随机森林(RF)模型,构建了全球766个土壤Q10值和17个匹配的生物和非生物因子数据集,探讨了驱动全球森林土壤Q10变异性的因素。结果表明,土壤Q10随微生物生物量碳(MBC)的增加而增加,这是最重要的预测因子。土壤辅酶10与叶片磷含量(LPC)呈显著正相关,与叶片氮磷(N:P)呈显著负相关,表明植物生态化学计量学可能是解释土壤辅酶10变异的一个因素。所有非生物因子,包括气候、土壤性质和海拔高度,都对土壤Q10有很大的预测力,并且与土壤Q10有显著的相关性。通过对多种林分土壤Q10和单一林分土壤Q10的比较,我们发现针阔叶混交林土壤Q10 (NF &;BF)低于单培养。我们的研究表明,除了非生物因子,生物因子也是森林土壤Q10的重要预测因子,这可以加深我们对全球变暖下土壤呼吸的理解,并为改进碳循环模型提供见解。
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引用次数: 0
Insights for effective applied research: Four case studies with advice for young researchers 有效应用研究的见解:四个案例研究,为年轻研究人员提供建议
IF 3.8 1区 农林科学 Q1 FORESTRY Pub Date : 2025-12-01 Epub Date: 2025-06-24 DOI: 10.1016/j.fecs.2025.100362
Jerome K. Vanclay
The selected case studies illustrate a series of key factors that make a publication impactful in the sense of providing deep insight or durable utility. Some of these factors include: establishing key information to help clients perform better, enabling multiple ways to fact-check forecasts, providing good documentation that is easy to understand, ensuring all stakeholders are involved, focusing on potential solutions rather than the apparent problem, being open to alternative interpretations and prepared to change research direction as needed, finding practical analogues when the ideal task is too challenging, ensuring redundancy in case something goes wrong, and carefully reviewing all aspects of one's work to find possible improvements.
所选的案例研究说明了一系列关键因素,这些因素使出版物在提供深刻见解或持久效用的意义上具有影响力。这些因素包括:建立关键信息以帮助客户更好地执行,提供多种方法来核实事实预测,提供易于理解的良好文档,确保所有利益相关者都参与其中,专注于潜在的解决方案而不是明显的问题,对不同的解释持开放态度并准备根据需要改变研究方向,当理想任务过于具有挑战性时找到实际的类似物,确保在出现问题时冗余。并仔细审查工作的各个方面,以发现可能的改进。
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引用次数: 0
Effects of forest management and habitat continuity on the genetic structure and ecological corridors of target epiphytic moss species: A landscape genetic study of Dicranum viride 森林经营和生境连续性对目标附生苔藓物种遗传结构和生态廊道的影响——绿凤头草景观遗传研究
IF 4.4 1区 农林科学 Q1 FORESTRY Pub Date : 2025-12-01 Epub Date: 2025-08-07 DOI: 10.1016/j.fecs.2025.100373
Adrian Wysocki , Sylwia Wierzcholska , Jarosław Proćków , Kamil Konowalik
Habitat fragmentation in forest ecosystems poses a major threat to biodiversity, disrupting ecological corridors, limiting gene flow, and threatening persistence, especially for forest-dependent species. Among these species, woodland specialist bryophytes represent one of the most endangered groups, with Dicranum viride, an epiphytic moss of high conservation value protected under international regulations, exemplifying this conservation concern. Despite its legal status, the factors that influence its genetic connectivity and dispersal potential remain poorly understood. In this study, we integrated molecular analyses based on genome-wide single-nucleotide polymorphism (SNP) markers with spatial modelling, including least-cost path (LCP) analyses and circuit-based connectivity models, to assess the impact of forest continuity and management on the genetic structure and ecological corridors of D. viride across temperate forest ecosystems of Central Europe. Our results revealed a complex dispersal dynamic that combines short-distance clonal propagation with rare long-distance dispersal events. Genetic clustering analyses indicated that long-term forest continuity supports unique genetic lineages. LCP analyses and circuit-based connectivity models demonstrated that naturally regenerating forests (reflecting management regime) and forests with long-term continuity (reflecting habitat age and historical stability) provide dispersal corridors with the highest habitat permeability. Our findings highlight the critical role of long-term habitat stability in maintaining the genetic diversity and population dynamics of D. viride. Conservation strategies should prioritise the protection of mature forests, the maintenance of ecological corridors, and the integration of retention forestry practices to support epiphytic bryophytes. Our study improves the understanding of how landscape connectivity influences the persistence of rare epiphytic bryophytes, offering practical insights for the conservation of biodiversity and sustainable forest management.
森林生态系统中栖息地破碎化对生物多样性构成重大威胁,破坏生态走廊,限制基因流动,威胁持久性,特别是对依赖森林的物种。在这些物种中,林地特有的苔藓植物是最濒危的物种之一,其中具有高保护价值的附生苔藓绿藓属(Dicranum viride)受到国际法规的保护,体现了这种保护问题。尽管其合法地位,但影响其遗传连通性和传播潜力的因素仍然知之甚少。在这项研究中,我们将基于全基因组单核苷酸多态性(SNP)标记的分子分析与空间模型(包括最小成本路径(LCP)分析和基于电路的连通性模型)相结合,评估了中欧温带森林生态系统中森林连续性和管理对绿桫椤遗传结构和生态走廊的影响。我们的研究结果揭示了一个复杂的扩散动态,结合了短距离克隆繁殖和罕见的长距离扩散事件。遗传聚类分析表明,长期的森林连续性支持独特的遗传谱系。LCP分析和基于线路的连通性模型表明,自然再生的森林(反映管理制度)和具有长期连续性的森林(反映生境年龄和历史稳定性)提供了生境渗透率最高的扩散走廊。我们的研究结果强调了长期生境稳定性在维持绿足鼠遗传多样性和种群动态中的关键作用。养护战略应优先考虑保护成熟森林、维持生态走廊和整合保留森林的做法,以支持附生苔藓植物。我们的研究提高了对景观连通性如何影响珍稀附生苔藓植物持久性的理解,为保护生物多样性和可持续森林管理提供了实践见解。
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引用次数: 0
Allometric equations quantify accelerated growth and carbon fixation in trees of northeastern north America 异速生长方程量化了北美东北部树木的加速生长和碳固定
IF 3.8 1区 农林科学 Q1 FORESTRY Pub Date : 2025-12-01 Epub Date: 2025-05-24 DOI: 10.1016/j.fecs.2025.100347
John Schwarzmann , Donald M. Waller
A tree's basal area (BA) and wood volume scale exponentially with tree diameter in species-specific patterns. Recent observed increases in tree growth suggest these allometric relationships are shifting in response to climate change, rising CO2 levels, and/or changes in forest management. We analyzed 9,214 cores from nine conifer and 11 broadleaf species grown in managed mixed-species stands in the upper Midwest to quantify how well diameter (diameter at breast height (DBH)) serves to predict BA growth and above-ground wood and carbon (C). These samples include many large trees. We fit mixed models to predict BA growth and above-ground biomass/C from diameter, tree height, and the BA of nearby trees while controlling for site effects. Models account for 55%–83% of the variance in log(recent growth), improving predictions over earlier models. Growth-diameter scaling exponents covary with certain leaf and stem (but not wood) functional traits, reflecting growth strategies. LogBA increment scales linearly with log(diameter) as trees grow bigger in 16/20 species and growth actually accelerates in Quercus rubra L. Three other species plateau in growth. Growth only decelerates in red pine, Pinus resinosa Ait. Growth in whole-tree, above-ground biomass, and C accelerate even more strongly with diameter (mean exponent: 2.08 vs. 1.30 for BA growth). Sustained BA growth and accelerating wood/C growth contradict the common assumption that tree growth declines in bigger trees. Yield tables and silvicultural guidelines should be updated to reflect these current relationships. Such revisions will favor delaying harvests in many managed stands to increase wood production and enhance ecosystem values including C fixation and storage. Further research may resolve the relative roles of thinning, climatic conditions, nitrogen inputs, and rising CO2 levels on changing patterns of tree growth.
树木的基底面积(BA)和木材体积随树径呈指数级增长。最近观测到的树木生长增加表明,这些异速生长关系正在发生变化,以响应气候变化、二氧化碳水平上升和/或森林管理的变化。我们分析了在美国中西部北部管理的混交林中生长的9种针叶树和11种阔叶树的9214个岩心,以量化直径(胸径高(DBH))对BA生长和地上木材和碳(C)的预测效果。这些样本包括许多大树。在控制场地效应的情况下,拟合混合模型从直径、树高和附近树木的BA来预测BA生长和地上生物量/C。模型占log(近期增长)方差的55%-83%,比早期模型改进了预测。生长径标度指数与某些叶和茎(但不包括木材)功能性状共变,反映生长策略。在16/20种树种中,随着树木的生长,LogBA的增量与对数(直径)呈线性关系,而在栎树中,LogBA的增长实际上是加速的。只有红松(Pinus resinosa Ait)生长减慢。随着直径的增加,整棵树、地上生物量和碳的增长速度更快(平均指数:2.08比1.30)。持续的BA增长和加速的木材/碳增长与树木生长在较大树木中下降的普遍假设相矛盾。应更新产量表和造林准则,以反映这些当前的关系。这些修订将有利于推迟许多管理林分的采伐,以增加木材产量,提高包括碳固定和储存在内的生态系统价值。进一步的研究可能会解决疏伐、气候条件、氮输入和二氧化碳水平上升对树木生长模式变化的相对作用。
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Forest Ecosystems
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