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The Dual Role of NPP in Mediating and Moderating Climate-Soil Carbon Pathways Under Warming and Drought Across European Ecosystems 气候变暖和干旱条件下欧洲生态系统NPP在调节和调节气候-土壤碳途径中的双重作用
IF 12 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2026-02-24 DOI: 10.1111/gcb.70766
Yang Lu, Lin Yang, Chenghu Zhou

Soil carbon dynamics in response to climate change hold critical implications for global carbon cycling and ecosystem resilience. Net primary productivity (NPP), the dominant source of soil carbon inputs, serves dual functions: it mediates climate effects via carbon input fluxes and moderates them by altering the intensity of climate impacts on soil carbon. In this study, we assembled a dataset of soil organic carbon (SOC; hereafter OC) and its fractions—particulate organic carbon (POC) and mineral-associated organic carbon (MAOC)—from 8147 repeated sampling sites across the European region in 2009 and 2018. Using structural equation modeling with joint mediation and moderation analysis across three major land uses, we identified two functionally distinct, context-dependent roles of NPP. NPP acts as a mediator: favorable climate increases belowground inputs and promotes OC accumulation, primarily through the formation and stabilization of MAOC. NPP also acts as a moderator: it amplifies temperature's negative impacts on soil carbon, with POC being most sensitive to warming. The effects of NPP on the relationship between climatic moisture and soil carbon exhibited a nonlinear reversal: under humid conditions, NPP mainly reduced decomposition-driven carbon loss, whereas under drought conditions, it enhanced input-driven carbon accumulation. In contrast, soil moisture consistently showed a stable positive influence, continuously supporting carbon inputs and accumulation. Cross–ecosystem comparisons show that forests rely more strongly on NPP-driven input and regulatory pathways, whereas in cropland the mediating and moderating roles of NPP are comparatively weaker, making soil carbon more directly influenced by climate. Overall, NPP plays a dual role in the climate–soil carbon pathway: as both a source of input enhancement and a marginal amplifier, representing a functional trade-off under climate change scenarios.

响应气候变化的土壤碳动态对全球碳循环和生态系统恢复能力具有重要意义。净初级生产力(NPP)是土壤碳输入的主要来源,具有双重功能:通过碳输入通量调节气候效应,并通过改变气候对土壤碳影响的强度来调节气候效应。在这项研究中,我们收集了2009年和2018年欧洲地区8147个重复采样点的土壤有机碳(SOC;以下简称OC)及其组分-颗粒有机碳(POC)和矿物相关有机碳(MAOC)的数据集。利用结构方程模型,结合三种主要土地利用的联合中介和调节分析,我们确定了NPP的两个功能不同、依赖于环境的角色。NPP作为一个中介:有利气候增加地下输入并促进OC积累,主要通过MAOC的形成和稳定。NPP还起到了调节作用:它放大了温度对土壤碳的负面影响,其中POC对变暖最为敏感。NPP对气候水分与土壤碳关系的影响呈现非线性逆转,湿润条件下,NPP主要减少了分解驱动的碳损失,而干旱条件下,NPP增加了投入驱动的碳积累。相反,土壤湿度一直表现出稳定的正向影响,持续支持碳输入和积累。跨生态系统比较表明,森林更依赖于NPP驱动的输入和调控途径,而在农田中,NPP的中介和调节作用相对较弱,使土壤碳更直接受到气候的影响。总体而言,NPP在气候-土壤碳途径中扮演着双重角色:既是输入增强的来源,又是边际放大器,代表了气候变化情景下的功能权衡。
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引用次数: 0
Trade-Offs Between Carbon and Water Fluxes Along a Land Use Intensity Gradient in Southeast Asian Forests and Plantations 东南亚森林和人工林土地利用强度梯度碳和水通量的权衡
IF 12 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2026-02-24 DOI: 10.1111/gcb.70753
Bayu Budi Hanggara, Christian Stiegler, Yoshiaki Hata, Lulie Melling, Tania June, Tomo'omi Kumagai, Takashi Hirano, Alexander Knohl

Land use intensity (LUI) significantly influences the biophysical and biogeochemical properties of the global landscape. The impact of LUI is exceptionally strong in Southeast Asia (SEA), where forests are increasingly being replaced by intensively managed plantations. Despite these transformations, comprehensive studies on how different LUI regulate carbon, energy, and water fluxes in this region remain scarce. In this study, we examine data from 16 eddy covariance (EC) flux tower sites in SEA, representing a total of 112 years of measurements. We aim to assess trade-offs in carbon fluxes, light use efficiency (LUE), and water use efficiency (WUE) across a gradient of LUI: low (primary forests), medium (secondary forests), and high (plantations). Our findings reveal that mature high LUI sites on mineral soil act as carbon sinks; however, their high evapotranspiration rates often exceed site-specific precipitation, making them susceptible to water stress. For example, mean annual carbon uptake at high LUI sites (ranged from −1.19 to −0.74 kg C m−2 year−1) outperformed low LUI sites (−0.85 to −0.02 kg C m−2 year−1). The strong carbon uptake on high LUI had an exception when the ecosystem was in the establishment phase and managed on peat soil (0.98 kg C m−2 year−1). However, WUE was greater at low LUI (mean annual: 2.63 to 6.50 g C kg−1 H2O−1) compared to high LUI sites (2.08 to 3.53 g C kg−1 H2O−1), illustrating a trade-off between carbon uptake and water use. Additionally, while high LUI sites required less radiation to achieve maximum gross primary productivity, their mean daily LUE was not higher compared to low LUI sites. These findings underscore the importance of carefully balancing carbon sequestration goals with water resource considerations and drought resilience when promoting plantation systems. Conversely, forest conservation offers advantages for water security and ecosystem resilience to face climate change.

土地利用强度(LUI)显著影响全球景观的生物物理和生物地球化学特征。LUI的影响在东南亚尤为强烈,那里的森林越来越多地被集约化管理的人工林所取代。尽管发生了这些变化,但关于不同LUI如何调节该地区碳、能量和水通量的综合研究仍然很少。在这项研究中,我们检查了来自东南亚16个涡动相关(EC)通量塔站点的数据,代表了总共112年的测量数据。我们的目标是评估碳通量、光利用效率(LUE)和水利用效率(WUE)在低(原生林)、中等(次生林)和高(人工林)LUI梯度中的权衡。结果表明:矿质土壤中成熟的高LUI位点具有碳汇作用;然而,它们的高蒸散速率往往超过特定地点的降水,使它们容易受到水分胁迫。例如,高LUI站点(-1.19至-0.74 kg C m-2 -1年)的年平均碳吸收量优于低LUI站点(-0.85至-0.02 kg C m-2 -1年)。当生态系统处于建立阶段和泥炭土管理阶段(0.98 kg C m-2 year-1),高LUI下的强碳吸收有一个例外。然而,与高LUI位点(2.08 ~ 3.53 g C kg-1 H2O-1)相比,低LUI位点(年均:2.63 ~ 6.50 g C kg-1 H2O-1)的WUE更大,说明了碳吸收和水利用之间的权衡。此外,虽然高LUI站点需要较少的辐射来实现最大的总初级生产力,但其平均日LUI并不高于低LUI站点。这些发现强调了在促进人工林系统时仔细平衡碳固存目标与水资源考虑和抗旱能力的重要性。相反,森林保护为水安全和生态系统抵御气候变化提供了优势。
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引用次数: 0
Fertilization and Aridity Legacies Determine Soil Microbial Necromass Persistence Across Climates 施肥和干旱遗产决定了不同气候条件下土壤微生物坏死团的持久性。
IF 12 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2026-02-23 DOI: 10.1111/gcb.70762
Li-Xin Xu, Guang-Hui Yu, Cong-Qiang Liu, Georg Guggenberger

Microbial necromass-mineral interactions are vital for soil organic carbon (C) persistence, but their response to concurrent climate and fertilization legacies in croplands remains unclear. Using six long-term field sites (27–38 years) across a pronounced aridity gradient, we show that stabilization of microbial necromass is coupled with short-range ordered (SRO) minerals in humid zones (aridity index, AI < 1.3). In arid zones (AI > 1.3), this correlation strongly weakens, challenging the universality of SRO-associated C paradigms. While aridity controls mineral weathering and SRO abundance, we showed that long-term fertilization can supersede aridity-driven constraints on necromass C accrual. Spatial mapping of 6060 in situ μ-FTIR spectra revealed reduced organic C transformation in outer aggregate rims under aridity, aligning with diminished microbial processing and a consequent weakening of necromass-SRO associations. Our findings establish soil moisture as a critical regulator of fertilization-induced ecological memory in mineral-necromass interactions, urging climate-tailored practices to sustain soil C resilience in water-limited ecosystems under global aridification.

微生物尸质-矿物相互作用对土壤有机碳(C)的持久性至关重要,但它们对农田气候和施肥遗产的响应尚不清楚。通过对6个长期野外站点(27-38年)在明显的干旱梯度上的研究,我们发现微生物坏死块的稳定与湿润地区的短程有序(SRO)矿物(干旱指数,AI 1.3)相耦合,这种相关性强烈减弱,挑战了SRO相关C范式的普遍性。虽然干旱控制矿物风化和SRO丰度,但我们发现长期施肥可以取代干旱驱动的对坏死块C积累的限制。6060原位μ-FTIR光谱的空间映射显示,在干旱条件下,外聚集体边缘有机碳转化减少,与微生物加工减少和坏死团- sro关联减弱相一致。我们的研究结果表明,土壤水分是矿物-坏死体相互作用中施肥诱导的生态记忆的关键调节因子,敦促在全球干旱化条件下,在水资源有限的生态系统中采取气候适应措施来维持土壤C的恢复力。
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引用次数: 0
Lichens as Biomonitors of Air Quality and Climate 地衣作为空气质量和气候的生物监测仪。
IF 12 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2026-02-23 DOI: 10.1111/gcb.70768
Claudia Colesie, Kevin K. Newsham
<p>Lichens—morphologically and physiologically integrated symbioses between at least one fungus and at least one phototroph (typically a green alga or a cyanobacterium)—are among the most iconic and widespread symbiotic organisms, and are widely used as indicators of environmental quality. Since the late 19th century, surveys of epiphytic lichen communities (i.e., those growing on tree bark) have been used to estimate air pollution levels. These surveys are based on differing sensitivities of lichen species to atmospheric pollutants, and particularly sulphur and nitrogen compounds (Davies et al. <span>2007</span>; Greaver et al. <span>2023</span>; Hawksworth and Rose <span>1970</span>). Recently, lichens have also been found to be highly responsive to rising air temperatures associated with global warming, offering promise to detect biological impacts of climate change in the natural environment on these slow-growing, long-lived organisms (Aptroot and van Herk <span>2007</span>; Sancho et al. <span>2019</span>; Stapper and John <span>2015</span>).</p><p>Just over a decade ago, a European standard (EN 16413:2014 Ambient air—Biomonitoring with lichens—Assessing epiphytic lichen diversity) was adopted by the Comité Européen de Normalization to establish reliable, consistent and objective methods to assess epiphytic lichen diversity (Cristofolini et al. <span>2014</span>). By specifying aspects of plot allocation, tree selection and methods for assessing lichen diversity, the standard aimed to enhance data quality and comparability across studies. It used lichen species richness as a measure of environmental quality, with higher richness values indicating lower air pollution or habitat disturbance. However, field evaluations of the standard have revealed substantial sources of error, even among experienced lichenologists. These errors arise primarily from difficulty in locating a plot's centre, tree selection and accurate lichen species identification (Cristofolini et al. <span>2014</span>). In addition, the standard cannot disentangle lichen responses to individual pollutants, limiting its broader applicability and hindering the widespread adoption of a standardized protocol.</p><p>Against this backdrop, in this edition of <i>Global Change Biology</i> Counoy et al. (<span>2025</span>) initiate the development of a refined standardized framework for European lichen biomonitoring. They examine data from 58 studies using the European standard on 9064 trees at 2932 sites in 15 countries. From an initial pool of 477 lichen species, the authors identify a core subset of 43 species exhibiting consistent responses to sulphur dioxide (SO<sub>2</sub>), ammonia (NH<sub>3</sub>) and nitrogen oxides (NO<sub>x</sub>), and mean air temperature, relative humidity and temperature seasonality. For each of the 43 species, the authors helpfully include information on whether it can be easily recognised in the field and distinguished from similar taxa. In order to reduc
地衣——至少一种真菌和至少一种光养菌(通常是绿藻或蓝藻)之间在形态和生理上整合的共生生物——是最具代表性和最广泛的共生生物之一,被广泛用作环境质量的指标。自19世纪后期以来,对附生地衣群落(即生长在树皮上的地衣)的调查已被用于估计空气污染水平。这些调查是基于地衣物种对大气污染物,特别是硫和氮化合物的不同敏感性(Davies et al. 2007; Greaver et al. 2023; Hawksworth and Rose 1970)。最近,地衣也被发现对与全球变暖相关的气温上升具有高度反应,这为检测自然环境中气候变化对这些生长缓慢、寿命长的生物的生物影响提供了希望(Aptroot and van Herk 2007; Sancho et al. 2019; Stapper and John 2015)。就在十多年前,欧共体标准化委员会通过了一项欧洲标准(EN 16413:2014环境空气-生物监测与地衣-评估附生地衣多样性),以建立可靠、一致和客观的方法来评估附生地衣多样性(Cristofolini et al. 2014)。通过指定地块分配、树木选择和评估地衣多样性的方法,该标准旨在提高数据质量和研究之间的可比性。以地衣物种丰富度作为环境质量的衡量指标,丰富度值越高,表明空气污染或栖息地干扰程度越低。然而,对该标准的实地评估揭示了大量的错误来源,即使在经验丰富的地衣学家中也是如此。这些错误主要是由于难以定位地块中心、树木选择和准确的地衣物种鉴定(Cristofolini et al. 2014)。此外,该标准无法理清地衣对个别污染物的反应,限制了其更广泛的适用性,并阻碍了标准化协议的广泛采用。在此背景下,在本期的《全球变化生物学研究》(2025)中,我们开始为欧洲地衣生物监测制定一个完善的标准化框架。他们检查了58项研究的数据,这些研究使用了欧洲标准,涉及15个国家2932个地点的9064棵树。从最初的477种地衣物种中,作者确定了43种地衣物种的核心子集,它们对二氧化硫(SO2)、氨(NH3)和氮氧化物(NOx)以及平均空气温度、相对湿度和温度季节性表现出一致的反应。对于43个物种中的每一个,作者都提供了有用的信息,说明它是否容易在该领域被识别,并与类似的分类群区分开来。为了减少鉴定偏差,形态学上相似的物种被聚集到相同的分类单位中。例如,Physcia tenella(图1a)和P. adscendens(图1b)被归为Physcia gr. adscendens。由于树皮pH值强烈影响地衣群落组成(Hawksworth和Rose 1970),该研究仅限于具有酸性至亚中性树皮的树种,并且分析进一步限于来自公园等开放区域的数据,在这些区域,地衣更有可能直接受到空气污染的影响。分位数回归产生的中位数预测拟合并不总是直观地与观察到的数据模式相匹配,用于估计每种地衣物种达到最高频率的环境条件。Counoy等人(2025)的研究结果与前人的发现一致,so2是形成酸雨的主要气体,主要由煤和石油的燃烧产生,对地衣的频率具有最一致的负面影响。在二氧化硫仍然普遍存在的地方,如安特卫普和马赛,43种指标物种中有28种对这种气体表现出负面反应。这些物种包括Normandina pulchella(图1c)、Evernia prunastri、Parmelina tiliacea和Physconia grisea,众所周知,这些物种对二氧化硫敏感(Hawksworth和Rose 1970)。相比之下,只有4个物种的频率与大气SO2浓度呈正相关,它们是lecanora conizaeoides(图1d)、l.g . expallens、Amandinea punctata和Hypogymnia tubulosa。值得注意的是,在20世纪中后期,在所谓的城市中心的“地衣沙漠”中,前三个物种能够在暴露于浓度为125 μg m - 3的二氧化硫中存活下来(Hawksworth和Rose 1970)。Counoy等人(2025)也报道了氧化和还原形式的大气氮污染物对地衣的影响。通常,不断增加的氮氧化物浓度——主要是由化石燃料燃烧产生的一氧化氮(NO)和二氧化氮(NO2)——会对地衣产生负面影响。 在43种指示物种中,有15种在高NOx浓度下出现频率下降,只有圆形藻(phaeophysia orbicularis)(图1e)、灰藻(Physconia grisea)和灰藻(p.g rendens)出现频率随着大气中NOx浓度的升高而增加。相比之下,牲畜尿液和粪便中挥发的NH3对地衣的发生有更频繁的积极影响,有8种物种对该气体有积极反应,包括经典的亲硝基菌Candelaria concolor(图1f), P. orbicularis和Physconia grisea。后两个物种对NOx和NH3都有积极的反应,而其他10种物种,包括N. pulchella,对这两种气体都有消极的反应。然而,Counoy等人(2025)发现辐射蒿(Arthonia radiata)和顶叶黄原菌(Xanthoria parietina)分别对NOx和NH3产生负响应和正响应。污染物对这两种地衣产生不同影响的原因尚不清楚,但有助于强调在自然环境中分离氧化和还原形式的氮对地衣的影响的复杂性(Greaver et al. 2023)。由于地衣在很长一段时间内持续生长——一些南极物种,如Buellia frigida,存活了近6000年(Sancho et al. 2019)——它们在较长的时间尺度上整合了环境条件。这使得它们成为气候逐渐变化的特别有价值的指标(Sancho et al. 2019)。在这里,Counoy等人(2025)表明,黄omendoza fallax(图1g)、Polycauliona candelaria和P. polycarpa等物种在较冷的气候条件下更常见,而Parmotrema perlatum(图1h)、hyperphysia adglutinata和Ramalina farinacea等物种则显示与较温暖的条件和较高的相对湿度有关。为了支持这些发现,2001年至2013年期间,后三种树种在d<s:1> sseldorf的宿主树上的频率均有所增加(Stapper and John 2015),这提高了它们可以用作气候变化生物监测仪的前景(Aptroot and van Herk 2007)。许多环境研究中的数据解释受到解释变量之间多重共线性的阻碍(Dormann et al. 2013)。为了避免这个问题,Counoy等人(2025)在分析中排除了颗粒物和臭氧作为解释变量,因为它们与其他变量密切相关。即便如此,他们的模型表明,除了三种物种(Lecanora allophana, Lepraria sp.和X. fallax)之外,所有物种的地衣频率都受到不止一个变量的影响。在作者汇编的复杂数据集中,理清变量对其余40个物种的影响——更重要的是,建立每个变量的统计显著性——构成了重大挑战。惩罚回归等方法的应用,可以处理多重共线性并用于变量选择(Dormann et al. 2013),可能有助于确
{"title":"Lichens as Biomonitors of Air Quality and Climate","authors":"Claudia Colesie,&nbsp;Kevin K. Newsham","doi":"10.1111/gcb.70768","DOIUrl":"10.1111/gcb.70768","url":null,"abstract":"&lt;p&gt;Lichens—morphologically and physiologically integrated symbioses between at least one fungus and at least one phototroph (typically a green alga or a cyanobacterium)—are among the most iconic and widespread symbiotic organisms, and are widely used as indicators of environmental quality. Since the late 19th century, surveys of epiphytic lichen communities (i.e., those growing on tree bark) have been used to estimate air pollution levels. These surveys are based on differing sensitivities of lichen species to atmospheric pollutants, and particularly sulphur and nitrogen compounds (Davies et al. &lt;span&gt;2007&lt;/span&gt;; Greaver et al. &lt;span&gt;2023&lt;/span&gt;; Hawksworth and Rose &lt;span&gt;1970&lt;/span&gt;). Recently, lichens have also been found to be highly responsive to rising air temperatures associated with global warming, offering promise to detect biological impacts of climate change in the natural environment on these slow-growing, long-lived organisms (Aptroot and van Herk &lt;span&gt;2007&lt;/span&gt;; Sancho et al. &lt;span&gt;2019&lt;/span&gt;; Stapper and John &lt;span&gt;2015&lt;/span&gt;).&lt;/p&gt;&lt;p&gt;Just over a decade ago, a European standard (EN 16413:2014 Ambient air—Biomonitoring with lichens—Assessing epiphytic lichen diversity) was adopted by the Comité Européen de Normalization to establish reliable, consistent and objective methods to assess epiphytic lichen diversity (Cristofolini et al. &lt;span&gt;2014&lt;/span&gt;). By specifying aspects of plot allocation, tree selection and methods for assessing lichen diversity, the standard aimed to enhance data quality and comparability across studies. It used lichen species richness as a measure of environmental quality, with higher richness values indicating lower air pollution or habitat disturbance. However, field evaluations of the standard have revealed substantial sources of error, even among experienced lichenologists. These errors arise primarily from difficulty in locating a plot's centre, tree selection and accurate lichen species identification (Cristofolini et al. &lt;span&gt;2014&lt;/span&gt;). In addition, the standard cannot disentangle lichen responses to individual pollutants, limiting its broader applicability and hindering the widespread adoption of a standardized protocol.&lt;/p&gt;&lt;p&gt;Against this backdrop, in this edition of &lt;i&gt;Global Change Biology&lt;/i&gt; Counoy et al. (&lt;span&gt;2025&lt;/span&gt;) initiate the development of a refined standardized framework for European lichen biomonitoring. They examine data from 58 studies using the European standard on 9064 trees at 2932 sites in 15 countries. From an initial pool of 477 lichen species, the authors identify a core subset of 43 species exhibiting consistent responses to sulphur dioxide (SO&lt;sub&gt;2&lt;/sub&gt;), ammonia (NH&lt;sub&gt;3&lt;/sub&gt;) and nitrogen oxides (NO&lt;sub&gt;x&lt;/sub&gt;), and mean air temperature, relative humidity and temperature seasonality. For each of the 43 species, the authors helpfully include information on whether it can be easily recognised in the field and distinguished from similar taxa. In order to reduc","PeriodicalId":175,"journal":{"name":"Global Change Biology","volume":"32 2","pages":""},"PeriodicalIF":12.0,"publicationDate":"2026-02-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12926855/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147269142","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Soil Invertebrate Body Size Groups and Effect Magnitude Jointly Influence Global Soil CO2 Emissions 土壤无脊椎动物体型群和效应量级共同影响全球土壤CO2排放。
IF 12 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2026-02-23 DOI: 10.1111/gcb.70770
Cheng Liu, Catherine L. Parr, Benoit Guénard, Xiaoyu Cen, Hua Chai, Mingxu Li, Zhiwei Zhong, Shenliang Zhao, Jie Li, Nianpeng He

Soil invertebrates represent vital components of belowground biodiversity and play pivotal roles in regulating key carbon (C) cycling processes, particularly soil respiration. Despite the recognised effects of invertebrates on soil respiration, previous studies suffer from a major blind spot: a lack of global-scale interpretations of inferred associations describing how these organisms mediate C release. In this study, we integrated 556 datasets spanning 90 publications to systematically assess the global patterns and inferred associations by which soil invertebrates influence soil respiration. The results revealed that soil invertebrates, on average, enhanced soil respiration by 52%. Across climatic zones, the magnitude of this positive effect tended to decline from tropical to temperate regions. When classified by body size, among the large-bodied soil invertebrates, ants and termites increased soil respiration by 60% and 62%, respectively, whereas earthworms stimulated it by 47%. In contrast, small-to-medium-bodied soil invertebrates exerted no significant effect. Across ecosystem types, soil invertebrates stimulated soil respiration more strongly in forest ecosystems, with an increase of 55%, compared to a 44% increase in grassland ecosystems. The pathways through which soil invertebrates influence respiration varied markedly among body-size groups and ecosystem types. Overall, soil invertebrates primarily influenced soil microbial biomass C, fungal biomass and bacterial biomass, as well as soil organic N, soil organic C and soil pH, which in turn were closely associated with soil respiration. These findings underscore the key role of soil invertebrates in influencing soil CO2 emissions and provide insights essential for improving Earth system models under ongoing climate change.

土壤无脊椎动物是地下生物多样性的重要组成部分,在调节关键的碳(C)循环过程,特别是土壤呼吸中起着关键作用。尽管人们认识到无脊椎动物对土壤呼吸的影响,但之前的研究存在一个主要盲点:缺乏对这些生物如何介导碳释放的推断关联的全球范围解释。在这项研究中,我们整合了涵盖90篇出版物的556个数据集,系统地评估了土壤无脊椎动物影响土壤呼吸的全球模式和推断关联。结果表明,土壤无脊椎动物平均增加了52%的土壤呼吸。在各个气候带,这种积极影响的程度从热带到温带呈下降趋势。当按体型分类时,在大型土壤无脊椎动物中,蚂蚁和白蚁分别增加了60%和62%的土壤呼吸,而蚯蚓则增加了47%。而中小体土壤无脊椎动物则无显著影响。在不同的生态系统类型中,土壤无脊椎动物在森林生态系统中对土壤呼吸的刺激更强烈,增加了55%,而在草地生态系统中则增加了44%。土壤无脊椎动物影响呼吸作用的途径因体型和生态系统类型的不同而有显著差异。总体而言,土壤无脊椎动物主要影响土壤微生物生物量C、真菌生物量和细菌生物量,以及土壤有机氮、土壤有机碳和土壤pH,而这些又与土壤呼吸密切相关。这些发现强调了土壤无脊椎动物在影响土壤二氧化碳排放方面的关键作用,并为改进持续气候变化下的地球系统模型提供了必要的见解。
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引用次数: 0
Uniting Range and Phenological Shifts to Better Understand Effects of Climate Change on Communities 结合范围和物候变化,更好地了解气候变化对群落的影响
IF 12 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2026-02-20 DOI: 10.1111/gcb.70764
Clayton W. Hale, Megan L. DeMarche
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引用次数: 0
Harmonizing Terrestrial Carbon Cycle Observations Over CONUS NEON Sites: Assessing the Information Contributions of Multiple Data Constraints 协调CONUS NEON站点上的陆地碳循环观测:评估多种数据约束的信息贡献
IF 12 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2026-02-20 DOI: 10.1111/gcb.70761
Dongchen Zhang, Qianyu Li, Alexis Helgeson, Shawn P. Serbin, Michael Dietze

Accurate inventories of terrestrial carbon pools and fluxes are crucial for understanding ecosystem processes, tracking climate change impacts, and meeting the monitoring, reporting, and verification (MRV) requirements in international treaties and voluntary carbon markets. In meeting this need, the fusion of process-based modeling, field data, and remote sensing observations has the potential to provide more accurate and precise estimates than each alone. However, as the number of data constraints on a system increases, different sources of information can interact with each other in complex ways across space, time, and processes. In this study, we undertake a value-of-information analysis to assess the contribution of different observations to reducing carbon cycle uncertainties across pools, fluxes, and spatial domains within the PEcAn carbon cycle data assimilation system. We used a novel block-based Tobit Gamma Ensemble Filter to assimilate four synergistic data constraints, MODIS leaf area index, Landtrendr aboveground biomass, SMAP soil moisture, and SoilGrids soil organic C, into a process-based ecosystem model (SIPNET) at 39 National Ecological Observatory Network sites across the contiguous United States from 2012 to 2021. Results showed that Soil and Wood C contribute most to the total C uncertainty, and not only did we greatly reduce uncertainty and residual error in the directly constrained pools, but many observations also shared information across variables and space, leading to reductions in both uncertainty and residual errors across variables and locations. These indirect constraints helped identify synergies and conflicts among data streams and across space, which provide insights for further constraining carbon inventories. Overall, soil carbon remains the largest source of uncertainty in the overall carbon budget due to both its large size and limited observational constraints.

陆地碳库和通量的准确清单对于了解生态系统过程、跟踪气候变化影响以及满足国际条约和自愿碳市场的监测、报告和核查(MRV)要求至关重要。为了满足这一需求,基于过程的建模、现场数据和遥感观测的融合有可能提供比单独使用更准确和精确的估计。然而,随着系统上的数据约束数量的增加,不同的信息源可以跨空间、时间和流程以复杂的方式相互交互。在这项研究中,我们进行了信息价值分析,以评估不同观测值对减少PEcAn碳循环数据同化系统中碳循环不确定性的贡献,包括碳池、通量和空间域。2012年至2021年,我们在美国39个国家生态观测网络站点使用了一种新的基于块的Tobit伽玛集合滤波器,将MODIS叶面积指数、Landtrendr地上生物量、SMAP土壤湿度和SoilGrids土壤有机碳这四个协同数据约束同化到一个基于过程的生态系统模型(SIPNET)中。结果表明,土壤和木材C对总C的不确定性贡献最大,我们不仅大大降低了直接约束池中的不确定性和剩余误差,而且许多观测值还在变量和空间之间共享信息,从而减少了变量和位置之间的不确定性和剩余误差。这些间接限制有助于确定数据流之间和跨空间的协同作用和冲突,从而为进一步限制碳库存提供见解。总体而言,由于土壤碳量大且观测约束有限,土壤碳仍然是总体碳收支中最大的不确定性来源。
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引用次数: 0
Coupled Temperature Sensitivity of Microbial Carbon and Nitrogen Use Efficiencies in Forest Soils on a Continental Scale 大陆尺度下森林土壤微生物碳氮利用效率的耦合温度敏感性
IF 12 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2026-02-19 DOI: 10.1111/gcb.70759
Yang Zhang, Lingrui Qu, Jian Wang, Yue Liu, Meixia Gao, Xu Wang, Fangying Qu, Edith Bai, Chao Wang

Microbial carbon and nitrogen use efficiencies (CUE and NUE) are critical regulators of soil carbon and nitrogen cycling, with their temperature sensitivities playing a pivotal role in mediating biogeochemical feedbacks under global warming. However, how the temperature sensitivity (Q10) of CUE and NUE varies at different temperature ranges and whether their thermal responses are coordinated remains poorly understood. Here, we quantified the Q10 of CUE and NUE in 55 soil samples collected from a ~4000 km latitudinal forest transect in eastern China. We further identified key drivers that shaped Q10 variability from climatic, edaphic, and microbial factors. On average, Q10 was 1.22 ± 0.08 for CUE and 1.46 ± 0.13 for NUE. However, both efficiencies exhibited clear temperature-interval dependence: the mean Q10 of CUE declined from 1.47 ± 0.14 at 12°C–20°C to 0.97 ± 0.08 at 20°C–28°C, while the mean Q10 of NUE decreased from 2.00 ± 0.23 to 0.93 ± 0.09. The Q10 values of CUE and NUE were strongly correlated across temperature ranges and positively associated with the Q10 of microbial growth, indicating a coordinated thermal response governed primarily by growth-based processes. At lower incubation temperature interval (12°C–20°C), variation in the Q10 of CUE was primarily explained by soil stoichiometry and microbial community attributes, whereas under warmer conditions (20°C–28°C), climatic and edaphic constraints, particularly precipitation and soil N/P ratio, became dominant. Although microbial community attributes consistently explained most of the variance in the Q10 of NUE, their influence weakened at higher incubation temperatures, paralleling the pattern observed for CUE and indicating a shift from biotic to abiotic control. Overall, these findings highlight that the temperature sensitivities of microbial CUE and NUE are tightly coupled, growth-mediated, and strongly temperature-context dependent, providing novel insights for improving predictions of soil carbon-nitrogen turnover under climate warming.

微生物碳氮利用效率(CUE)和氮素利用效率(NUE)是土壤碳氮循环的重要调节因子,其温度敏感性在全球变暖背景下介导生物地球化学反馈中起着关键作用。然而,CUE和NUE在不同温度范围内的温度敏感性(q10)如何变化,以及它们的热响应是否协调,仍然知之甚少。本文对中国东部约4000 km纬向森林样带的55个土壤样品进行了CUE和NUE的q10定量分析。我们进一步从气候、土壤和微生物因素中确定了形成q10变异的关键驱动因素。CUE组的平均q10为1.22±0.08,NUE组的平均q10为1.46±0.13。然而,这两种效率都表现出明显的温度间隔依赖性:CUE的平均q10从12°C - 20°C时的1.47±0.14下降到20°C - 28°C时的0.97±0.08,而NUE的平均q10从2.00±0.23下降到0.93±0.09。CUE和NUE的q10值在温度范围内呈强相关,与微生物生长的q10呈正相关,表明主要由生长过程控制的协调热响应。在较低的培养温度区间(12°C - 20°C), CUE q10的变化主要由土壤化学计量学和微生物群落属性解释,而在较温暖的条件下(20°C - 28°C),气候和土壤的限制,特别是降水和土壤N/P比成为主导因素。虽然微生物群落属性一致地解释了NUE q10的大部分差异,但在较高的孵育温度下,它们的影响减弱,与CUE观察到的模式相似,表明从生物控制到非生物控制的转变。总的来说,这些发现强调了微生物CUE和NUE的温度敏感性是紧密耦合的,是生长介导的,并且强烈依赖于温度环境,为改善气候变暖下土壤碳氮转换的预测提供了新的见解。
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引用次数: 0
Mineral Association and Microbial Processing Jointly Prolong Carbon Turnover in Coastal Wetlands 矿物结合力和微生物作用共同延长滨海湿地碳循环
IF 12 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2026-02-18 DOI: 10.1111/gcb.70763
Yuan Li, Chuancheng Fu, Peng Ren, Zhaoliang Song, Lingfang Ni, Ting Wang, Changxun Yu, Ji Chen, Laodong Guo, Iain P. Hartley, Ding He, Xiaoguang Ouyang, Wei Zhi, Shaopan Xia, Weiqi Wang, Mingliang Zhao, Guangxuan Han, Yongming Luo

Coastal margins are critical sites for carbon (C) sequestration, yet the mechanisms stabilizing preaged, allochthonous C (externally-derived biospheric C) in these environments remain poorly understood. Specifically, the interplay between mineral association and microbial processing represents a significant knowledge gap. Here, we investigated C sequestration mechanisms in Chinese mangrove and saltmarsh soils by analyzing topsoils and cores across 36 sites spanning a 20-degree latitudinal transect. We found that saltmarshes, characterized by high mineral accretion and lower relative autochthonous C accumulation, exhibited significantly longer soil organic C (SOC) turnover times than mangroves (topsoils: ~2200 vs. ~500 years, respectively). This difference corresponded to higher proportions of preaged (~50%) and petrogenic (rock-derived; ~20%) SOC in saltmarshes. Linear mixed-effects models (LMM) confirmed that proxies for mineral protection (e.g., Al/Si) and advanced decomposition (lignin oxidation) were robust, positive predictors of turnover time across the latitudinal gradient. Further structural equation modeling (SEM) indicated a depth-dependent shift in drivers. In surface soils, microbial necromass accumulation was a significant predictor of C turnover (coefficient = 0.36). However, at depth (1 m), the degree of lignin degradation emerged as the primary predictor of multi-millennial C persistence (coefficient = 0.45). These results suggest a joint regulation mechanism whereby microbial processing transforms organic matter into stable forms that are subsequently protected by minerals. This mechanism effectively sequesters old, allochthonous C, challenging the paradigm that blue C storage is dominated solely by recent biomass and necessitating a reevaluation of coastal C management frameworks.

海岸边缘是碳(C)固存的关键场所,但在这些环境中稳定预存的、外来的C(外源的生物圈C)的机制仍然知之甚少。具体来说,矿物关联和微生物处理之间的相互作用代表了一个重要的知识差距。本文通过分析36个地点的表土和岩心,研究了中国红树林和盐沼土壤的碳固存机制。研究发现,盐沼土壤有机碳(SOC)周转期明显长于红树林(表层土壤:~2200年vs ~500年),具有高矿物积累和低原生碳积累的特征。这种差异对应于盐沼中较高比例的原生有机碳(~50%)和成岩有机碳(~ 20%)。线性混合效应模型(LMM)证实,矿物保护(如Al/Si)和高级分解(木质素氧化)的代理是跨纬度梯度翻转时间的可靠、积极的预测因子。进一步的结构方程模型(SEM)显示了驱动因素的深度依赖转移。在表层土壤中,微生物坏死块积累是碳周转的显著预测因子(系数= 0.36)。然而,在深度(1m)处,木质素降解程度成为千年C持久性的主要预测因子(系数= 0.45)。这些结果表明了一种联合调节机制,即微生物处理将有机物转化为稳定形式,随后受到矿物质的保护。这一机制有效地隔离了旧的、外来的碳,挑战了蓝碳储存仅由近期生物量主导的范式,并有必要重新评估沿海碳管理框架。
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引用次数: 0
Low N Deposition Coupled With Climate Warming Promote Soil Asymbiotic N Fixation via Increasing Microbial Specialists in Alpine Grassland 低氮沉降与气候变暖通过增加高寒草地微生物专门性促进土壤非共生固氮
IF 12 1区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2026-02-18 DOI: 10.1111/gcb.70751
Ke Zhang, Yaoming Li, Ran Zhang, Anna Du, Zuyan Ma, Hang Shi, Juejie Yang, Wenli Ding, Hao Shen, Richard D. Bardgett, Huaiying Yao, Shikui Dong

Biological nitrogen fixation (BNF) is a vital process for introducing new N into natural ecosystems, and this process has been demonstrated to be suppressed by high N deposition. However, the net ecological effect and underlying mechanisms of BNF under chronic low-level N deposition, characteristic of terrestrial ecosystems, remain highly uncertain. Given that climate warming is a key environmental change factor concurrent with N deposition, it is important to investigate whether climate warming can change BNF activity and alter the effects of N deposition on BNF. To fill these knowledge gaps, we implemented a decade-long-term manipulation experiment in an alpine grassland ecosystem with 5 treatments, that is, experimental warming (W), low-level N deposition (NL), high-level N deposition (NH), combination of climate warming and low-level N deposition (WNL) and the control (CK). BNF rate was measured by 15N2 isotope discrimination. We found that NL significantly stimulated BNF by 112%, contrasting sharply with the complete suppression under NH. Climate warming alone increased the BNF rate by 123%, while the WNL amplified this effect, stimulating BNF by 234%. Structural equation modeling revealed that WNL selectively favored specific diazotrophic groups (Desulfovibrio), whose proliferation directly drove the observed BNF shifts. In this N-limited alpine grassland, low-level chronic N deposition, especially when combined with warming, fundamentally shifts the diazotrophic community structure by driving a process of niche contraction. This selection process functionally enriches specialized diazotrophs, resulting in a dramatic, positive feedback that significantly promotes the overall biological nitrogen input. Our findings highlight the potential for increased N inputs under realistic future climate scenarios and provide a scientific basis for precision N management in alpine grasslands, both on the Qinghai-Tibetan Plateau and worldwide.

生物固氮(BNF)是向自然生态系统引入新氮的重要过程,而这一过程已被证明受到高氮沉降的抑制。然而,作为陆地生态系统的特征,长期低水平氮沉降下BNF的净生态效应和潜在机制仍然高度不确定。考虑到气候变暖是与N沉降同时发生的关键环境变化因子,研究气候变暖是否会改变BNF活动并改变N沉降对BNF的影响具有重要意义。为了填补这些知识空白,我们在一个高寒草地生态系统中进行了为期十年的5个处理的操作实验,即实验增温(W)、低水平氮沉降(N L)、高水平氮沉降(N H)、气候增温-低水平氮沉降(WN L)和对照(CK)。用15n2同位素判别法测定了BNF速率。我们发现,氮肥对BNF的显著刺激达到112%,与氮肥完全抑制形成鲜明对比。仅气候变暖就使BNF率增加了123%,而wl放大了这一效应,使BNF增加了234%。结构方程模型显示,WN L选择性地偏爱特定重氮营养菌群(Desulfovibrio),其增殖直接驱动观察到的BNF变化。在这个氮受限的高寒草地中,低水平的慢性氮沉降,特别是当与气候变暖相结合时,通过驱动生态位收缩过程,从根本上改变了重氮营养群落结构。这一选择过程在功能上丰富了专门的重氮营养体,从而产生了显著促进整体生物氮输入的戏剧性正反馈。我们的研究结果强调了在现实的未来气候情景下增加N输入的潜力,并为青藏高原和全球高寒草原的精确N管理提供了科学依据。
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期刊
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