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Characterising sources and dominant cycling processes of inorganic nitrogen in a subtropical semi-urbanised catchment: impact on harbour deoxygenation 亚热带半城市化集水区无机氮的来源特征及主要循环过程:对港口脱氧的影响
IF 3.7 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2025-11-13 DOI: 10.1007/s10533-025-01281-0
Ho Wen Lo, Lishan Ran, Tim Sik Chan, Jiao Liu, Henry Charles James Thomas, Qianqian Yang, Benoit Thibodeau

Rivers are significant sources of dissolved inorganic nitrogen, contributing to coastal eutrophication and hypoxia. While the impact of large rivers is well documented, less is known about small rivers that directly discharge into the sea after draining urban areas. Their aggregate biogeochemical significance should not be overlooked, given their potentially high loads of nitrogen. There are various kinds of human activities within a river catchment that may contribute different types and amounts of inorganic nitrogen. Identifying the relative contribution of each of these sources is important to facilitate the planning of environmental management measures that can effectively reduce riverine nutrient loading. Focusing on the subtropical Lam Tsuen River in Hong Kong, this study made use of dual nitrogen and oxygen isotopes to identify sources of nutrients within the catchment. Results indicate that nutrients were mainly released into the system in lowland areas in the form of sewage originating from anthropogenic activities. Downstream sites had a significantly higher proportion of nitrate originating from sewage than upstream sites. Nitrification generally accounted for more than 40% of the nitrite and nitrate found in the catchment. Assimilation in the river was found to be negligible, suggesting that most nutrients were transported into the seasonally hypoxic Tolo Harbour. Compared to streams worldwide that do not drain urbanised areas, the Lam Tsuen River generally discharges 10 times more inorganic nitrogen per catchment area. This nitrogen delivered to the coast ultimately consumes roughly 2% of Tolo Harbour’s oxygen. Together with four other similar-sized or even larger rivers, up to 10% of the harbour’s dissolved oxygen will be consumed. Overall, our findings highlight the need for a better accounting of the impact of these small rivers on marine nitrogen budgets.

河流是溶解无机氮的重要来源,有助于沿海富营养化和缺氧。虽然大河的影响有充分的文献记载,但对那些在城市地区排水后直接流入海洋的小河却知之甚少。考虑到它们潜在的高氮负荷,它们的总体生物地球化学意义不应被忽视。河流流域内的各种人类活动可能会产生不同类型和数量的无机氮。确定每一种来源的相对贡献对于促进规划能够有效减少河流养分负荷的环境管理措施是重要的。本研究以亚热带的香港林村河为研究对象,利用氮氧双同位素确定流域内的营养来源。结果表明,低洼地区的营养物主要以人类活动产生的污水的形式释放到系统中。下游站点的硝酸盐来自污水的比例明显高于上游站点。在流域中发现的亚硝酸盐和硝酸盐中,硝化作用通常占40%以上。在河流中的同化被发现是微不足道的,这表明大多数营养物质被输送到季节性缺氧的吐露港。林村河在每个集水区所排放的无机氮,一般比世界上其他不排入市区的河流多十倍。这些输送到海岸的氮气最终消耗了托罗港大约2%的氧气。加上其他四条类似大小甚至更大的河流,高达10%的港口溶解氧将被消耗掉。总的来说,我们的研究结果强调需要更好地计算这些小河对海洋氮收支的影响。
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引用次数: 0
Seasonal and spatial variability of dissolved black carbon in the Red River delta (North Vietnam) 越南北部红河三角洲溶解黑碳的季节和空间变异
IF 3.7 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2025-11-10 DOI: 10.1007/s10533-025-01278-9
Pauline L. Martinot, Catherine Guigue, Van Hoi Bui, Lucie Gourdon, Xavier Mari, Tuan Canh Nguyen, Vu Qui Dac Dang, Thi Quynh Mai Duong, Marc Tedetti, Cam Tu Vu

Dissolved black carbon (DBC) is a key component of the global carbon cycle, yet its seasonal dynamics and river-to-sea transport remain poorly understood, particularly in Southeast Asia where anthropogenic pressures are intense. This study investigates the spatial and seasonal variability of DBC along with dissolved organic matter (DOM) in the main branch of the Red River (North Vietnam) based on three sampling campaigns conducted in March (dry season), June (early wet season), and September 2023 (late wet season). DBC concentrations increased from 29 μg C L⁻1 in March to 66 μg C L⁻1 in September, following rainfall-driven inputs. This seasonal pattern was accompanied by changes in DOM quality, as inferred from optical indices: higher SUVA₂₅₄ (specific UV absorbance at 254 nm), aCDOM(350) (absorption coefficient of chromophoric DOM at 350 nm), and HIX (humification index) in September indicated more terrestrial and humified material, while higher BIX (biological index) in March suggested a higher contribution of fresher, autochthonous DOM. Spatial trends showed a downstream decrease in DBC in June, likely due to abiotic degradation (particularly photodegradation) and dilution. This contrasted with the increasing concentrations from Hanoi to the estuary in March and September, which may be linked to local inputs during dry-season groundwater dynamics and rainfall. DOM optical indices support a contribution of low-DBC groundwater near Hanoi in March. Estimated DBC fluxes at the estuary reached up to 20.7 Gg yr⁻1, representing 0.11% of the global riverine DBC flux to the ocean during the wet season. These results emphasize the role of tropical rivers as dynamic conveyors of combustion-derived carbon, where seasonality and local processes, such as rainfall, photodegradation, and groundwater inflow, strongly shape DBC transport from land to sea.

溶解的黑碳(DBC)是全球碳循环的关键组成部分,但其季节性动态和河海运输仍然知之甚少,特别是在人为压力强烈的东南亚。通过3月(旱季)、6月(雨季前期)和9月(雨季后期)3次采样,研究了红河(越南北部)主支流中DBC和溶解有机质(DOM)的空间和季节变化。由于降雨的影响,DBC浓度从3月的29 μg C L毒发展到9月的66 μg C L毒发展。从光学指数推断,这种季节性模式伴随着DOM质量的变化:9月份较高的SUVA₂₅₄(254 nm的紫外线吸收比),aCDOM(350) (350 nm的显色DOM的吸收系数)和HIX(腐殖化指数)表明更多的陆地和腐殖化物质,而3月份较高的BIX(生物指数)表明更新鲜的本地DOM贡献更高。空间趋势显示6月DBC呈下降趋势,可能是由于非生物降解(尤其是光降解)和稀释。这与3月和9月从河内到河口的浓度增加形成对比,这可能与旱季地下水动态和降雨期间当地投入有关。DOM光学指数支持3月份河内附近低dbc地下水的贡献。估计河口的DBC通量高达20.7 Gg yr⁻1,占全球雨季流向海洋的河流DBC通量的0.11%。这些结果强调了热带河流作为燃烧衍生碳的动态传送带的作用,其中季节性和当地过程,如降雨、光降解和地下水流入,强烈地塑造了DBC从陆地到海洋的运输。
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引用次数: 0
Is sulfur storage in grassland topsoils controlled by the same factors as carbon and nitrogen storage? A global meta-analysis 草地表层土壤硫储量是否与碳氮储量受相同因素控制?全球元分析
IF 3.7 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2025-11-03 DOI: 10.1007/s10533-025-01282-z
Josephine Iser, Ralf Wehrle, Sara L. Bauke

As one of the major global biomes, grasslands contribute substantially to the storage of soil organic carbon (SOC) and macroelements such as nitrogen (N) and sulfur (S). However, while SOC and N storage in grassland soils have been extensively studied in the past, similar assessments for S are missing. We conducted a meta-analysis to determine which soil, climate or management parameters were most relevant in controlling S storage compared to SOC and N storage. We collected data on SOC, total N, and total S concentrations in grassland topsoils from previously published studies, along with data on mean annual temperature, mean annual precipitation, soil pH, and soil texture. We additionally classified conditions at each site according to Reference Soil Groups, Koeppen climate classes and management systems. Our data set includes a total of 248 observations from 30 studies in 15 different countries published between 1958 and 2024. We generally observed similar patterns in SOC, N, and S storage, with Reference Soil Group and Koeppen climate class as the most relevant parameters determining total element concentration or element ratios in grassland topsoils, while the type of grassland management did not consistently affect element concentrations and ratios. However, we observed that S concentration was increased especially in soils that were influenced by geogenic inputs of S from the parent material or with groundwater influx, with corresponding changes in C:S and N:S ratios. This resulted in larger variability in S storage in grassland soils compared to SOC and N storage.

作为全球主要的生物群系之一,草地对土壤有机碳(SOC)和氮、硫等宏量元素的储存有重要贡献。然而,尽管过去对草地土壤有机碳和氮储量进行了广泛的研究,但缺乏对S的类似评估。我们进行了荟萃分析,以确定与有机碳和氮储量相比,哪些土壤、气候或管理参数与控制S储量最相关。我们收集了草地表层土壤有机碳、全氮和全硫浓度的数据,以及年平均温度、年平均降水、土壤pH和土壤质地的数据。我们还根据参考土壤组、Koeppen气候类别和管理系统对每个站点的条件进行了分类。我们的数据集包括从1958年到2024年在15个不同国家发表的30项研究的248项观察结果。土壤有机碳(SOC)、氮(N)和硫(S)储量的变化规律大致相似,参考土壤类型和Koeppen气候类型是决定草地表层土壤总元素浓度或元素比例的最相关参数,而草地管理类型对元素浓度和比例的影响并不一致。然而,我们观察到S浓度增加,特别是在受母质S输入或地下水流入影响的土壤中,C:S和N:S比值相应变化。这导致草地土壤S储量比SOC和N储量变化更大。
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引用次数: 0
Spatial patterns of sediment phosphorus contents and release in a deep clearwater lake undergoing rapid eutrophication 快速富营养化的深清水湖泊沉积物磷含量与释放的空间格局
IF 3.7 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2025-10-29 DOI: 10.1007/s10533-025-01280-1
K. Johann Holdt, Thomas Gonsiorczyk, Andreas Reimer, Mark O. Gessner, Volker Thiel

Symptoms of eutrophication are increasingly evident in remote clearwater lakes. To identify the sources and dynamics of phosphorus release, we measured total phosphorus (TP) in sediments and soluble reactive phosphorus (SRP) fluxes across the sediment–water interface at 54 locations in a deep temperate lake. Once renowned for its clear waters, Lake Stechlin has experienced a fourfold increase in water column TP over the past decade. SRP fluxes from sediments generally increased with water depth across all three lake basins, although there were significant variations in SRP concentrations, up to threefold, among sampling locations at the same depth. Notably, the lake´s total mean SRP flux in June (1.12 mg m−2 day−1) was higher than that determined in October (0.74 mg m−2 day−1). This result can be attributed to the substantial contribution (about 31% of total SRP release) of shallower sediments (0–20 m), which are not affected by seasonal anoxia. Our findings highlight a notable spatial variability of SRP fluxes and underscore the importance of considering often overlooked shallow sediments when assessing P dynamics in lakes.

富营养化的症状在偏远的清水湖泊中日益明显。为了确定磷释放的来源和动态,我们在一个深温带湖泊的54个地点测量了沉积物中的总磷(TP)和沉积物-水界面上的可溶性活性磷(SRP)通量。斯特克林湖曾经以其清澈的湖水而闻名,在过去的十年里,它的水柱总磷增加了四倍。在所有三个湖盆中,沉积物的SRP通量一般随水深增加,尽管SRP浓度在相同深度的采样点之间存在显著差异,最高可达三倍。值得注意的是,6月湖泊总平均SRP通量(1.12 mg m−2 day−1)高于10月(0.74 mg m−2 day−1)。这一结果可归因于不受季节性缺氧影响的浅层沉积物(0-20 m)的大量贡献(约占总SRP释放量的31%)。我们的研究结果强调了SRP通量的显著空间变异性,并强调了在评估湖泊P动态时考虑经常被忽视的浅层沉积物的重要性。
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引用次数: 0
The mobility and release dynamics of sediment phosphorus in a shallow hypereutrophic lake 浅层富营养化湖泊沉积物磷的迁移与释放动态
IF 3.7 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2025-10-15 DOI: 10.1007/s10533-025-01276-x
Emma Polauke, Theis Kragh, Jonas Stage Sø, Anna-Marie Klamt, Martin Søndergaard, Kasper Reitzel

Internal phosphorus (P) loading often delays or prevents the recovery of eutrophic lakes. Since the biogeochemical composition of surface sediments plays a key role in sediment P release dynamics, detailed sediment chemical analyses are essential for estimating internal loading potential and implementing cost-effective lake management programs. To identify reliable methods for quantifying surface sediments’ contribution to internal P loading, sediment-chemical screening and whole-lake sonar analysis of basin morphology and sediment hardness were conducted in a shallow, 11-ha hypereutrophic lake in Denmark. Over a 50-day summer period, changes in lake water P concentrations were compared with changes in the potentially mobile P content in surface sediments at five sites. Gross sediment P release rates from intact sediment cores and P settling rates from sediment traps placed in the epilimnion were used to calculate the net P flux from the sediments to the lake water. The period’s net P flux was estimated at 62 kg (95% CI: 42.8–77.5), closely matching the calculated P accumulation in the lake water body (55 kg). Conventional sequential sediment P extractions indicated a total loss of 172 kg P. Although 70% of the potentially mobile P pool was redox-sensitive, only 11% was lost from the 0–10 cm sediment layer over the 50 days. Modified extraction procedures revealed that 46% of the sediment P was bound in non-oxygen-sensitive iron-hydroxides (e.g., vivianite), highlighting the complexity of sediment biogeochemistry and the challenges of accurately assessing changes in the potentially mobile P pool for estimating internal loading.

内部磷(P)负荷往往延迟或阻止富营养化湖泊的恢复。由于表层沉积物的生物地球化学组成在沉积物P释放动力学中起着关键作用,因此详细的沉积物化学分析对于估算内部负荷潜力和实施具有成本效益的湖泊管理方案至关重要。为了确定定量地表沉积物对内部磷负荷贡献的可靠方法,在丹麦一个11公顷的高富营养化浅湖中进行了沉积物化学筛选和全湖盆地形态和沉积物硬度的声纳分析。在夏季50 d的时间里,对5个站点的湖水磷浓度变化与表层沉积物中潜在流动磷含量的变化进行了比较。利用完整沉积物岩心的总沉积物P释放速率和放置在水塘中的沉积物捕集器的P沉降速率,计算了沉积物向湖水的净P通量。该时期的净P通量估计为62 kg (95% CI: 42.8-77.5),与计算的湖泊水体P积累量(55 kg)非常吻合。传统的顺序沉积物P提取表明,在50天内,尽管70%的潜在流动P库是氧化还原敏感的,但0-10 cm沉积层中只有11%的P丢失。改进的提取程序表明,46%的沉积物P与非氧敏感的铁-氢氧化物(例如,橄榄石)结合,突出了沉积物生物地球化学的复杂性,以及准确评估潜在移动P库变化以估计内部负荷的挑战。
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引用次数: 0
Iron-rich water treatment residuals effectively reduce internal phosphorus loading in peaty freshwater systems: a field study 富铁水处理残渣有效降低泥炭淡水系统内部磷负荷:一项实地研究
IF 3.7 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2025-10-15 DOI: 10.1007/s10533-025-01274-z
Melanie A. Münch, Niccolò Pesenti, Emma Kilcoyne, Yvon Verstijnen, Alfons J. P. Smolders, Tom van den Broek, Karel As, Stefan Peiffer, Caroline P. Slomp, Thilo Behrends

Internal phosphorus (P) loading is a main cause for persistent eutrophication of shallow freshwater systems and can delay restoration for decades. Iron (Fe) amendment is often used to enhance P binding in the sediment and reduce benthic P fluxes. However, sufficient dosing using Fe salts is challenging due to acidification. Fe-rich water treatment residuals (Fe-WTR) are an attractive alternative, but their behavior in aquatic sediments is poorly studied. In this field study, a ditch in a peat polder was treated with ~ 2.5 kg Fe/m2 using Fe-WTR. Sediment porewater and solid phase analyses, including sequential Fe extraction, showed that the added Fe-WTR significantly increased the reactive Fe reservoir of the surface sediment. Sediment incubation experiments and surface water monitoring for one year indicated an efficient reduction of internal P loading. Redox cycling was found to redistribute the added Fe both laterally across the ditch and vertically towards the sediment surface. Reactive Fe phases were thus continuously replenished in the surface sediment and available for P retention via co-precipitation and adsorption, potentially increasing the longevity of the treatment. Loss of the added Fe to sulfidation was limited due to the large excess of available Fe. However, the initial P-content of the Fe-WTR also increased the sediment P reservoir by ~ 10%, potentially enhancing future internal P loading. This study shows that Fe-WTR are viable for freshwater restoration, however, in spite of detailed knowledge of the system, to judge longevity of the treatment remains challenging and long-term monitoring after treatment remains necessary.

内部磷(P)负荷是浅层淡水系统持续富营养化的主要原因,并可能使恢复延迟数十年。铁(Fe)修正常用于增强沉积物中磷的结合,减少底栖磷的通量。然而,由于酸化,使用铁盐的足够剂量是具有挑战性的。富铁水处理残留物(Fe-WTR)是一种有吸引力的替代方案,但其在水生沉积物中的行为研究很少。本研究以泥炭圩田沟为研究对象,采用Fe- wtr以~ 2.5 kg Fe/m2处理。沉积物孔隙水和固相分析(包括顺序提取铁)表明,添加Fe- wtr显著增加了表层沉积物的活性铁储量。为期一年的泥沙培养实验和地表水监测表明,土壤有效地减少了磷的内部负荷。发现氧化还原循环使添加的铁在沟渠横向和向沉积物表面垂直方向重新分布。因此,表面沉积物中的活性铁相不断得到补充,并可通过共沉淀和吸附来保留磷,从而可能延长处理的寿命。由于有效铁的大量过剩,添加铁在硫化过程中的损失是有限的。然而,Fe-WTR的初始P含量也使沉积物P库增加了约10%,可能会增加未来的内部P负荷。本研究表明,Fe-WTR用于淡水恢复是可行的,然而,尽管对该系统有详细的了解,但判断处理的寿命仍然具有挑战性,并且仍然需要在处理后进行长期监测。
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引用次数: 0
There is no planet B 没有行星B
IF 3.7 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2025-10-15 DOI: 10.1007/s10533-025-01255-2
R. Kelman Wieder
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引用次数: 0
Identifying soil N2O sources by combining laboratory experiments with process-based models 通过结合实验室实验和基于过程的模型确定土壤N2O来源
IF 3.7 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2025-10-09 DOI: 10.1007/s10533-025-01246-3
Zhifeng Yan, Zhaopei Chu, Balázs Grosz, Baoxuan Chang, Narasinha Shurpali, Gang Liu, Zhaolei Li, Jinsen Zheng, Si-liang Li, Klaus Butterbach-Bahl

Nitrification and denitrification are two important biological processes producing N2O in soils, but their contributions to N2O emissions are not well understood, hindering precise mitigation measures. Here, we developed process-based models (PBM) with and without transport (T) to partition N2O sources by tracking nitrogen flows (NF) through different reaction pathways. The model with transport (PBM-T-NF) well predicted N2O production from nitrification and denitrification in two different repacked soils with a shallow depth of 8 mm under moisture conditions ranging from 40 to 100% water-filled pore space (WFPS), demonstrating its robustness and reliability. In comparison, the model without transport (PBM-NF) failed to capture the N2O dynamics and the relative contribution of denitrification to N2O production (({C}_{D})), highlighting the need of including mass transport in predicting N2O dynamics. The PBM-T-NF model was further employed to investigate the effects of soil properties on N2O emissions and sources. Increased NH4+ concentration significantly decreased ({C}_{D}) under relatively low moisture conditions, while increased NO3 slightly promoted ({C}_{D}) over different moisture contents, emphasizing the importance of substrate availability and moisture conditions in controlling ({C}_{D}). Furthermore, the PBM-T-NF model was used to quantify N2O sources from an artificial soil core of 80 mm depth. Soil depth was shown to be important in mediating ({C}_{D}) by controlling O2 diffusivity, which is highly dependent on moisture content. Given the long-standing challenge in experimental quantification of N2O sources from soils, our developed model provides a novel way to estimate N2O production from different nitrogen processes, which is key for accurately targeting mitigation of N2O emissions from soils.

硝化作用和反硝化作用是土壤中产生N2O的两个重要生物过程,但它们对N2O排放的贡献尚未得到很好的了解,阻碍了精确的缓解措施。在这里,我们开发了基于过程的模型(PBM),通过跟踪氮流(NF)通过不同的反应途径来划分N2O源。含输运模型(PBM-T-NF)较好地预测了在含水量为40 ~ 100的条件下,两种浅埋8 mm重填土壤中硝化和反硝化作用产生的N2O% water-filled pore space (WFPS), demonstrating its robustness and reliability. In comparison, the model without transport (PBM-NF) failed to capture the N2O dynamics and the relative contribution of denitrification to N2O production (({C}_{D})), highlighting the need of including mass transport in predicting N2O dynamics. The PBM-T-NF model was further employed to investigate the effects of soil properties on N2O emissions and sources. Increased NH4+ concentration significantly decreased ({C}_{D}) under relatively low moisture conditions, while increased NO3− slightly promoted ({C}_{D}) over different moisture contents, emphasizing the importance of substrate availability and moisture conditions in controlling ({C}_{D}). Furthermore, the PBM-T-NF model was used to quantify N2O sources from an artificial soil core of 80 mm depth. Soil depth was shown to be important in mediating ({C}_{D}) by controlling O2 diffusivity, which is highly dependent on moisture content. Given the long-standing challenge in experimental quantification of N2O sources from soils, our developed model provides a novel way to estimate N2O production from different nitrogen processes, which is key for accurately targeting mitigation of N2O emissions from soils.
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引用次数: 0
Correction to: Potential photochemical controls on trace metals and rare earth elements in an acid mine drainage impacted wetland 更正:对酸性矿井排水影响湿地中痕量金属和稀土元素的潜在光化学控制
IF 3.7 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2025-09-30 DOI: 10.1007/s10533-025-01275-y
Lauren Magliozzi, Sabre Duren, Diane McKnight
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引用次数: 0
Using aridity as an overarching factor to advance understanding of soil organic carbon storage at the continental scale 利用干旱作为一个首要因素来促进对大陆尺度土壤有机碳储量的理解
IF 3.7 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2025-09-30 DOI: 10.1007/s10533-025-01273-0
Jocelyn M. Lavallee, Michelle L. Haddix, Amy Swan, Jamie D. Hoover, M. Francesca Cotrufo

Efforts to increase soil organic carbon (SOC) storage and predict its responses to climate change demand enhanced understanding of the interrelationships of controls on SOC storage and their dependence on environmental context. To this end, we use structural equation modeling to test a hypothesized structure of controls that includes the mediating influences of plant productivity and soil pH together with the direct effects of climate and soil properties on two contrasting SOC components, particulate (POC) and mineral-associated organic carbon (MAOC), using > 1000 topsoils from across the USA for which POC and MAOC were directly measured or predicted using mid-infrared spectroscopy. We find that separating systems into arid and humid systems by AI (0.65 cutoff) improves understanding controls on POC and MAOC storage, as the relationships between predictors and their effects on POC and MAOC differ between arid and humid systems based on the multigroup structural equation model and random forest models. Net primary productivity is more important for predicting POC and MAOC storage in arid than humid systems, while base cations, pH, and texture are more important in humid than arid systems. Reactive metals (oxalate-extractable Al and Fe) together are the most important predictor of topsoil POC and MAOC storage regardless of climate. We find the negative relationship between MAOC and potential evapotranspiration is stronger than that for POC, suggesting that for the mineral topsoils studied here, MAOC may be more sensitive than POC to increasing aridity. Our results support the concept that SOC storage in arid systems is more constrained by plant inputs than in humid systems, where microbial inhibition via pH and association with minerals and metals are stronger constraints, and point to the sensitivity of MAOC formation to drought. Overall, these results help to clarify the context-dependence of SOC storage and show how representing aridity as an overarching influence over the controls on SOC formation and loss processes can inform its stewardship under climate change.

为了增加土壤有机碳储量并预测其对气候变化的响应,需要进一步了解土壤有机碳储量的相互关系及其对环境背景的依赖。为此,我们使用结构方程模型来测试假设的控制结构,包括植物生产力和土壤pH值的中介影响,以及气候和土壤性质对两种不同的有机碳成分,颗粒(POC)和矿物相关有机碳(MAOC)的直接影响,使用来自美国各地的1000个表层土壤,其中POC和MAOC使用中红外光谱直接测量或预测。我们发现,基于多群结构方程模型和随机森林模型,通过人工智能(0.65截止)将系统划分为干旱和潮湿系统,可以提高对POC和MAOC存储控制的理解,因为预测因子及其对POC和MAOC的影响在干旱和潮湿系统之间存在差异。净初级生产力对干旱系统POC和MAOC储量的预测比湿润系统更重要,而碱阳离子、pH和结构对湿润系统的预测比干旱系统更重要。无论气候如何,活性金属(草酸盐可提取的Al和Fe)都是表土POC和MAOC储量的最重要预测因子。结果表明,相对于POC, MAOC与潜在蒸散量之间的负相关关系更强,这表明对于所研究的矿物表土而言,MAOC可能比POC对干旱的增加更为敏感。我们的研究结果支持了干旱系统中有机碳储存比潮湿系统更受植物输入限制的概念,在潮湿系统中,微生物通过pH和与矿物质和金属的关联的抑制作用更强,并指出了MAOC形成对干旱的敏感性。总的来说,这些结果有助于澄清有机碳储存的环境依赖性,并表明干旱是如何影响有机碳形成和损失过程的控制,从而为气候变化下的有机碳管理提供信息。
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Biogeochemistry
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