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Assessing the impact of rewetting agricultural fen peat soil via open drain damming: an agrogeophysical approach 评估通过露天排水沟筑坝重新湿润农业泥炭土的影响:一种农业地球物理方法
IF 6.8 2区 农林科学 Q1 SOIL SCIENCE Pub Date : 2025-05-13 DOI: 10.5194/egusphere-2025-1966
Dave O'Leary, Patrick Tuohy, Owen Fenton, Mark G. Healy, Hilary Pierce, Asaf Shnel, Eve Daly
Abstract. Open drainage ditch (i.e. open drain) damming aims to raise the water table in agricultural grassland peat soils thereby reducing greenhouse gas (GHG) emissions. A current knowledge gap is how to examine the spatial and temporal effectiveness of such an action i.e., assessing the behaviour of the water table in the adjoining field. To address this gap, at a drained agricultural grassland site with shallow fen peat soils (ranging from 0 to 2 m depth), water level in an open drain was raised by installing a dam. Associated changes to the water table depth (WTD) were monitored using two nests of dip wells installed at two locations (Rewetted and Normal areas) in the adjoining field. Soil profile volumetric water content (VWC) data were obtained in these two areas in addition to the temperature, salinity, pH, and electrical conductivity signature of the water in the open drain. These data were integrated with geophysical (electromagnetic induction (EMI)) survey data conducted during summer and winter. Results from the dip wells (located > 20 m from dam) indicated that no measurable change in WTD occurred due to the dam installation, aligning with previous studies suggesting limited spatial influence in agricultural fen peat soils. VWC profiles, while consistent with peat physical properties, showed no deviation attributable to drain damming. The EMI results identified a distinct zone with electrical conductivity values similar to those of open drain water, suggesting localised water infiltration within ~20 m of the dammed drain during summer. This spatial impact was less evident during winter, likely due to increased precipitation and regional groundwater influence. This study demonstrates that EMI surveys, shown here in combination with other high-resolution data capture, can detect rewetting effects when combined with neural network clustering and Multi-Cluster Average Standard Deviation analysis, highlighting its value for rapid site assessment. Moreover, the results underscore the importance of survey timing, as summer measurements provided clearer evidence of drain damming impact than winter measurements.
摘要。明渠筑坝旨在提高农业草地泥炭土的地下水位,从而减少温室气体(GHG)排放。目前的一个知识差距是如何审查这种行动的空间和时间有效性,即评估邻近油田地下水位的行为。为了解决这一问题,在一个排水的农业草地上,有浅泥炭土(深度从0到2米不等),通过安装大坝来提高露天排水沟的水位。通过在相邻油田的两个位置(Rewetted和Normal区域)安装的两个倾角井巢,监测了地下水位(WTD)的相关变化。在这两个地区获得了土壤剖面体积含水量(VWC)数据,以及露天排水中水的温度、盐度、pH和电导率特征。这些数据与夏季和冬季进行的地球物理(电磁感应(EMI))调查数据相结合。探井(位于>;距离大坝20 m)表明,大坝的安装没有造成可测量的WTD变化,这与先前的研究一致,表明农业沼泽泥炭土的空间影响有限。VWC剖面与泥炭的物理性质一致,没有显示出因泄水闸堵塞而产生的偏差。电磁干扰结果确定了一个明显的区域,其电导率值与露天排水的电导率值相似,表明夏季在水坝排水约20米范围内存在局部水渗透。这种空间影响在冬季不太明显,可能是由于降水增加和区域地下水的影响。该研究表明,电磁干扰调查与其他高分辨率数据捕获相结合,当与神经网络聚类和多聚类平均标准差分析相结合时,可以检测到再润湿效应,突出了其对快速现场评估的价值。此外,调查结果强调了调查时间的重要性,因为夏季测量比冬季测量提供了更清晰的排水大坝影响证据。
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引用次数: 0
Missing the input: the underrepresentation of plant physiology in global soil carbon research 缺失输入:植物生理学在全球土壤碳研究中的代表性不足
IF 6.8 2区 农林科学 Q1 SOIL SCIENCE Pub Date : 2025-05-05 DOI: 10.5194/soil-11-363-2025
Sajjad Raza, Hannah V. Cooper, Nicholas T. Girkin, Matthew S. Kent, Malcolm J. Bennett, Sacha J. Mooney, Tino Colombi
Abstract. Plant processes regulating the quantity and quality of soil organic carbon inputs such as photosynthesis, above- and below-ground plant growth, and root exudation are integral to our understanding of soil carbon dynamics. However, based on a bibliometric analysis including more than 55 000 scientific papers, we found that plant physiology has been severely underrepresented in global soil organic carbon research. Less than 10 % of peer-reviewed soil organic carbon research published in the last century addressed plant physiological processes relevant to soil carbon inputs. Similarly, plant physiology was overlooked by the overwhelming majority (>90 %) of the peer-reviewed literature investigating linkages between soil organic carbon, climate change, and land use and land management. These findings show that our understanding of both soil carbon dynamics and the carbon sequestration potential of terrestrial ecosystems is largely built on research that neglects the fundamental processes underlying organic carbon inputs. We maintain that the active engagement of plant scientists in soil carbon research is imperative for shedding light on this blind spot. Long-term interdisciplinary research will be essential for developing a comprehensive perspective of soil carbon dynamics and informing and designing effective policies that support soil carbon sequestration.
摘要。调节土壤有机碳输入的数量和质量的植物过程,如光合作用、地上和地下植物生长和根系渗出,是我们理解土壤碳动态的组成部分。然而,基于包括55000多篇科学论文的文献计量分析,我们发现植物生理学在全球土壤有机碳研究中被严重低估。在上个世纪发表的经过同行评审的土壤有机碳研究中,涉及与土壤碳输入相关的植物生理过程的研究不到10%。同样,绝大多数(约90%)同行评议的研究土壤有机碳、气候变化、土地利用和土地管理之间联系的文献忽视了植物生理学。这些发现表明,我们对土壤碳动态和陆地生态系统碳固存潜力的理解在很大程度上是建立在忽视有机碳输入的基本过程的研究基础上的。我们认为植物科学家积极参与土壤碳研究对于揭示这一盲点至关重要。长期的跨学科研究对于发展土壤碳动态的综合视角以及提供和设计支持土壤碳固存的有效政策至关重要。
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引用次数: 0
Availability of labile carbon controls the temperature-dependent response of soil organic matter decomposition in alpine soils 高寒土壤中挥发性碳的有效性控制着土壤有机质分解的温度依赖性响应
IF 6.8 2区 农林科学 Q1 SOIL SCIENCE Pub Date : 2025-04-29 DOI: 10.5194/egusphere-2025-1546
Dario Püntener, Tatjana Carina Speckert, Yves-Alain Brügger, Guido Lars Bruno Wiesenberg
Abstract. Soil organic matter (SOM) decomposition in alpine environments is influenced by multiple factors including temperature and substrate quality. As climate change will have an impact on both factors, it is essential to improve our knowledge, how, e.g., warming will modify carbon cycling in these environments to better prepare soil management for future conditions, even in alpine regions. This study investigates how warming and organic inputs affect SOM decomposition in alpine forest and pasture soils through a one-year laboratory incubation experiment. Soils were exposed to three temperatures (12.5 °C, 16.5 °C and 20.5 °C), with and without the addition of fresh grass litter. While higher temperatures accelerated decomposition, the availability of fresh organic matter played a more decisive role, especially in the lignin-rich forest soil. Without fresh litter, SOM decomposition was limited, suggesting that substrate availability in combination with temperature increase plays a greater role in microbial activity than temperature alone. The forest soil exhibited greater carbon loss than the pasture soil, most likely due to microbial communities that are adapted to lignin decomposition. These results suggest that rising temperatures combined with changes in vegetation and organic inputs could enhance SOM decomposition and potentially transform the alpine soils from carbon sinks to sources.
摘要。高寒环境下土壤有机质分解受温度、基质质量等多种因素的影响。由于气候变化将对这两个因素产生影响,因此有必要提高我们的知识,例如,变暖将如何改变这些环境中的碳循环,以便更好地为未来条件(甚至在高山地区)的土壤管理做好准备。本研究通过为期一年的实验室孵化实验,探讨了增温和有机输入对高寒森林和牧场土壤中SOM分解的影响。土壤暴露在3种温度下(12.5°C、16.5°C和20.5°C),有和没有添加新鲜凋落草。虽然较高的温度加速了分解,但新鲜有机质的可用性起着更决定性的作用,特别是在富含木质素的森林土壤中。如果没有新鲜凋落物,SOM分解受到限制,这表明底物有效性与温度升高相结合对微生物活性的影响大于温度单独作用。森林土壤比牧场土壤表现出更大的碳损失,很可能是由于适应木质素分解的微生物群落。这些结果表明,气温上升与植被和有机输入的变化相结合,可以促进高寒土壤SOM的分解,并有可能将高寒土壤从碳汇转变为碳源。
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引用次数: 0
The clay mineralogy rather than the clay content determines radiocaesium adsorption in soils on a global scale 在全球范围内,粘土矿物学而不是粘土含量决定了土壤对放射性铯的吸附
IF 6.8 2区 农林科学 Q1 SOIL SCIENCE Pub Date : 2025-04-29 DOI: 10.5194/soil-11-339-2025
Margot Vanheukelom, Nina Haenen, Talal Almahayni, Lieve Sweeck, Nancy Weyns, May Van Hees, Erik Smolders
Abstract. The transfer of radiocaesium (137Cs) from soil to crops is the main long-term radiation risk after nuclear accidents. The prevailing concept is that 137Cs sorption in soil – and, hence, its bioavailability – is controlled by soil clay content (0–2 µm). This study tested this assumption using 24 soils collected worldwide. The radiocaesium interception potential (RIP), i.e., 137Cs adsorption, was measured for the bulk soils and for their clay and silt fractions. The RIP varied by a factor of 438 among soils and was unrelated to the clay content (p > 0.05). The RIP in the clay fractions was lowest for young volcanic soils with allophane and mica and for highly weathered tropical soils with kaolinite. In contrast, RIP values about 2 orders of magnitude higher were found in intermediate-weathered temperate soils dominated by illite. Soil RIP was, hence, related to soil illite content (R2= 0.50; p < 0.001). A significant fraction of soil RIP originated from clay minerals embedded in the silt fraction. The sum of RIP in clay and silt fractions overestimated the soil RIP by, on average, a factor of 2, indicating that the isolation of clay opens selective 137Cs sorption sites inaccessible in intact soils. Soil mineralogy, not just clay content, governs soil RIP. In terms of validity, existing 137Cs bioavailability models require recalibration for use on a global scale.
摘要。放射性铯(137Cs)从土壤向作物的转移是核事故后主要的长期辐射风险。目前流行的观点是,土壤对137Cs的吸收及其生物利用度受土壤粘土含量(0-2µm)的控制。这项研究使用了世界各地收集的24种土壤来验证这一假设。测量了块状土壤及其粘土和粉土组分的放射性铯拦截电位(RIP),即137Cs的吸附。不同土壤的RIP差异为438倍,与粘粒含量无关(p < 0.05)。含铁矾和云母的年轻火山土和含高岭石的高风化热带土中,粘土组分的RIP最低。相比之下,以伊利石为主的中风化温带土壤的RIP值高出约2个数量级。因此,土壤RIP与土壤伊利石含量相关(R2= 0.50;P < 0.001)。很大一部分土壤RIP来自于埋在粉土组分中的粘土矿物。粘土和粉土组分中RIP的总和平均高估了土壤RIP的2倍,这表明粘土的隔离打开了完整土壤中无法获得的选择性137Cs吸附位点。土壤矿物学,而不仅仅是粘土含量,决定着土壤的RIP。就有效性而言,现有的137Cs生物利用度模型需要重新校准才能在全球范围内使用。
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引用次数: 0
Cr(VI) reduction, electricity production, and microbial resistance variation in paddy soil under microbial fuel cell operation 微生物燃料电池运行下水稻土Cr(VI)还原、产电及微生物耐药性变化
IF 6.8 2区 农林科学 Q1 SOIL SCIENCE Pub Date : 2025-04-28 DOI: 10.5194/soil-11-323-2025
Huan Niu, Can Wang, Xia Luo, Peihan Li, Hang Qiu, Liyue Jiang, Subati Maimaitiaili, Minghui Wu, Fei Xu, Heng Xu
Abstract. The microbial fuel cell (MFC) is an efficient in situ approach to combat pollutants and generate electricity. This study constructed a soil MFC (SMFC) to reduce Cr(VI) in paddy soil and to investigate its influence on microbial community and microbial resistance characteristics. Ferroferric oxide (Fe3O4) nanoparticles, as the cathodic catalyst, effectively boosted power generation (0.97 V, 102.00 mW m−2), with the porous structure and reducibility also contributing to chromium (Cr) reduction and immobilization. After 30 d, 93.67 % of Cr(VI) was eliminated. The bioavailable Cr decreased by 97.44 %, while the residual form increased by 88.89 %. SMFC operations greatly changed soil enzymatic activity and microbial structure, with exoelectrogens like Desulfotomaculum (3.32 % in the anode) and Cr(VI)-reducing bacteria like Hydrogenophaga (2.07 % in the cathode) in more than 1000 folds of soil. In particular, SMFC operations significantly enhanced heavy-metal resistance gene (HRG) abundance. Among them, chrA, chrB, and chrR increased by 99.54 %–3314.34 % in SMFC anodes, probably attributable to the enrichment of potential tolerators like Acinetobacter, Limnohabitans, and Desulfotomaculum. These key taxa were positively correlated with HRGs but were negatively correlated with pH, electrical conductivity (EC), and Cr(VI), which could have driven Cr(VI) reduction. This study provided novel evidence for bio-electrochemical system applications in contaminated paddy soil, which could be a potential approach for environmental remediation and detoxification.
摘要。微生物燃料电池(MFC)是一种有效的就地对抗污染物和发电的方法。本研究通过构建土壤MFC (SMFC)来降低水稻土中Cr(VI),并研究其对微生物群落和微生物抗性特性的影响。Fe3O4纳米颗粒作为阴极催化剂,可有效提高发电效率(0.97 V, 102.00 mW m−2),其多孔结构和还原性也有助于铬(Cr)的还原和固定化。30d后,Cr(VI)的去除率为93.67%。生物有效态Cr减少97.44%,残留态Cr增加88.89%。SMFC操作极大地改变了土壤的酶活性和微生物结构,在1000倍以上的土壤中存在着像Desulfotomaculum(阳极3.32%)和像Hydrogenophaga(阴极2.07%)这样的Cr(VI)还原菌。特别是SMFC操作显著提高了重金属抗性基因(HRG)的丰度。其中,在SMFC阳极中,chrA、chrB和chrR增加了99.54% - 3314.34%,这可能是由于不动杆菌、Limnohabitans和Desulfotomaculum等潜在耐受性菌的富集。这些关键类群与hrg呈显著正相关,与pH、电导率(EC)、Cr(VI)呈显著负相关,可能是导致Cr(VI)还原的原因。该研究为生物电化学系统在污染水稻土中的应用提供了新的证据,为环境修复和脱毒提供了潜在的途径。
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引用次数: 0
Improved management increases soil mineral-protected organic carbon storage via plant-microbial-nutrient mediation in semi-arid grasslands 改善管理可通过植物-微生物-养分中介增加半干旱草原土壤矿物保护有机碳储量
IF 6.8 2区 农林科学 Q1 SOIL SCIENCE Pub Date : 2025-04-24 DOI: 10.5194/egusphere-2025-1711
Alejandro Carrascosa, Gerardo Moreno, M. Francesca Cotrufo, Cristina Frade, Sara Rodrigo, Víctor Rolo
Abstract. Soil organic carbon (SOC) storage in semi-arid grasslands is threatened by both climate change and land degradation, impacting food production and climate regulation. Improved management has been proposed to increase SOC stocks and overcome these challenges. However, the benefits of improved management practices in semi-arid regions are in question. Little is known about the effects of management on the functional components of SOC, particulate (POC) and mineral-associated organic carbon (MAOC), which are expected to respond differently, and about the pathways that mediate these responses, such as changes in vegetation and soil microbial communities. This work analyses the effect of rotational grazing, legumes sowing and grazing exclusion on topsoil SOC, POC and MAOC stocks in Mediterranean wooded grasslands compared to continuous conventional grazing. Changes in plant diversity and morpho-chemical traits, soil fertility and microbial composition were also evaluated. A total of 188 plots were sampled in 9 farms across a wide environmental gradient. More resource-acquisitive, nitrogen-rich and less lignified plant community, higher soil microbial biomass with lower Gram+/Gram- ratio, and higher soil fertility were associated with higher SOC storage, with similar impacts on POC and MAOC. Rotational grazing increased MAOC and total SOC stocks by 11 % compared to continuous grazing. This effect was mediated by an increase in soil fertility in the rotationally grazed paddocks. On the other hand, grazing exclusion reduced POC stocks by 12 % compared to continuous grazing. This depletion was mainly due to a reduction in microbial biomass and an increase in the C/N ratio of vegetation in non-grazed paddocks. Both POC and MAOC stocks tended to be lower at the warmer sites. We conclude that rotational grazing can enhance long-term SOC storage in semi-arid grasslands, thereby increasing their resilience and climate mitigation capacity, whereas abandoning grazing could lead to SOC losses.
摘要。半干旱草原土壤有机碳储量受到气候变化和土地退化的双重威胁,影响粮食生产和气候调节。人们提出了改进管理以增加SOC库存并克服这些挑战的建议。然而,在半干旱地区改进管理做法的好处是有问题的。人们对土壤有机碳(SOC)、颗粒(POC)和矿物相关有机碳(MAOC)的功能成分的影响知之甚少,这些成分预计会有不同的响应,以及介导这些响应的途径,如植被和土壤微生物群落的变化。与传统连续放牧相比,分析了轮牧、豆科植物播种和禁牧对地中海林地草地表层土壤SOC、POC和MAOC储量的影响。植物多样性和形态化学性状、土壤肥力和微生物组成的变化也进行了评价。在广泛的环境梯度中,共对9个农场的188个地块进行了采样。资源获取性高、富氮少、木质化程度低的植物群落、较高的土壤微生物生物量和较低的Gram+/Gram-比值、较高的土壤肥力与较高的有机碳储量相关,对POC和MAOC的影响相似。与连续放牧相比,轮牧增加了MAOC和总SOC储量11%。这种效应是由轮牧围场土壤肥力的增加所介导的。另一方面,与连续放牧相比,不放牧使POC储量减少了12%。这种枯竭主要是由于非放牧围场中微生物生物量的减少和植被C/N比的增加。在温度较高的地点,POC和MAOC储量都趋于较低。研究表明,轮牧可以提高半干旱草原的长期有机碳储量,从而提高其恢复力和减缓气候变化的能力,而放弃放牧可能导致有机碳损失。
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引用次数: 0
Weathering without inorganic CDR revealed through cation tracing 通过阳离子示踪揭示无机 CDR 的风化作用
IF 6.8 2区 农林科学 Q1 SOIL SCIENCE Pub Date : 2025-04-15 DOI: 10.5194/egusphere-2025-1667
Arthur Vienne, Patrick Frings, Jet Rijnders, Tim Jesper Suhrhoff, Tom Reershemius, Reinaldy P. Poetra, Jens Hartmann, Harun Niron, Miguel Portillo Estrada, Laura Steinwidder, Lucilla Boito, Sara Vicca
Abstract. Enhanced Weathering using basalt rock dust is a scalable carbon dioxide removal (CDR) technique, but quantifying rock weathering and CDR rates poses a critical challenge. Here, we investigated inorganic CDR and weathering rates by treating mesocosms planted with corn with basalt (0, 10, 30, 50, 75, 100, 150 and 200 t ha⁻¹) and monitoring them for 101 days. Surprisingly, we observed no significant inorganic CDR, as leaching of dissolved inorganic carbon did not increase, and soil carbonate content even declined over time. To gain insights into the weathering processes, we analyzed the mass balance of base cations, which can be linked with anions (including HCO3-) through charge balance. This mass balance showed that most base cation charges were retained as (hydr)oxides in the reducible pool of the top soil, while increases in the exchangeable pool were about a factor 10 smaller. Soil base cation scavenging exceeded plant scavenging by approximately two orders of magnitude. From the base cations in all pools (soil, soil water and plants), we quantified log weathering rates of -11 mol TA m-2 basalt s-1 and a maximum CO2 removal potential of the weathered base cations (i.e., CDR potential) of 18 kg CO2 t⁻¹ basalt. For climate change mitigation, not only the amount of CDR potential is important, but also the timescale at which that CDR would be realized. Our data suggests that the lag time for realization of inorganic CDR may be larger than commonly assumed. In conclusion, we observed that inorganic CDR was not directly linked to rock weathering in the short-term. Still, the observed increases in secondary minerals and base cation exchange may provide valuable benefits for soil fertility and organic matter stabilization in the long-term.
摘要。利用玄武岩粉尘增强风化是一种可扩展的二氧化碳去除(CDR)技术,但对岩石风化和CDR速率进行量化是一个关键挑战。在这里,我们通过用玄武岩(0、10、30、50、75、100、150和200 t ha - 1)处理种植玉米的中胚囊,并对它们进行101天的监测,研究了无机CDR和风化率。令人惊讶的是,我们没有观察到明显的无机CDR,因为溶解无机碳的浸出没有增加,土壤碳酸盐含量甚至随着时间的推移而下降。为了深入了解风化过程,我们分析了碱阳离子的质量平衡,碱阳离子可以通过电荷平衡与阴离子(包括HCO3-)连接。这种质量平衡表明,大多数碱性阳离子在表层土壤的可还原池中以(氢氧)氧化物的形式保留,而在可交换池中增加的量约为1 / 10。土壤碱性阳离子的清除超过植物清除大约两个数量级。从所有池(土壤,土壤水和植物)的碱阳离子中,我们量化了-11 mol TA m-2玄武岩s-1的对数风化速率和18 kg CO2 t -1玄武岩的最大CO2去除电位(即CDR电位)。对于减缓气候变化而言,不仅CDR潜力的数量很重要,而且实现CDR的时间尺度也很重要。我们的数据表明,实现无机CDR的滞后时间可能比通常假设的要大。综上所述,我们观察到无机CDR在短期内与岩石风化没有直接联系。然而,观察到的次生矿物和碱阳离子交换的增加可能为土壤肥力和有机质稳定提供有价值的长期效益。
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引用次数: 0
Quantifying hydrological impacts of compacted sandy subsoils using soil water flow simulations: the importance of vegetation parameterization 利用土壤水流模拟量化压实沙质底土的水文影响:植被参数化的重要性
IF 6.8 2区 农林科学 Q1 SOIL SCIENCE Pub Date : 2025-04-14 DOI: 10.5194/egusphere-2025-1166
Jayson Gabriel Pinza, Ona-Abeni Devos Stoffels, Robrecht Debbaut, Jan Staes, Jan Vanderborght, Patrick Willems, Sarah Garré
Abstract. Numerical models can quantify subsoil compaction’s hydrological impacts, useful to evaluate water management measures for climate change adaptations on compacted subsoils (e.g., augmenting groundwater recharge). Compaction also affects vegetation growth, which, however, is often parameterized using only limited field measurements or relations with other variables. Our study shows that uncertainties in vegetation parameters linked to transpiration (leaf area index [LAI]) and water uptake (root depth distribution) can significantly affect hydrological modeling outcomes. We used the HYDRUS-1D soil water flow model to simulate the soil water balance of experimental grass plots on Belgian Campine Region’s sandy soil. The compacted plot has the compact subsoil at 40–55 cm depths while the non-compacted plot underwent de-compaction. Using two year soil moisture sensor data at two depths, we calibrated and validated our models of these compacted and non-compacted plots under three different vegetation parameterizations, reflecting various canopy and root growth reactions to compaction. We then simulated the water balances under future climate scenarios. Our experiments reveal that the compacted plots exhibited lower LAI while the non-compacted plots had deeper roots. Considering these vegetations’ reactions in models, our simulations show that compaction will not always reduce deep percolation, compensated by the deep rooted non-compacted case model’s higher evapotranspiration. Therefore, this affected vegetation growth can also further influence the water balance. Hence, hydrological modeling studies on (de-)compaction should dynamically incorporate vegetation growth above- and belowground, of which field evidence is vital.
摘要。数值模型可以量化底土压实的水文影响,有助于评估对压实底土适应气候变化的水管理措施(例如,增加地下水补给)。压实作用也影响植被生长,然而,这通常只使用有限的实地测量或与其他变量的关系来参数化。我们的研究表明,与蒸腾(叶面积指数[LAI])和水分吸收(根深分布)相关的植被参数的不确定性会显著影响水文建模结果。采用HYDRUS-1D土壤水流模型对比利时平原沙质土壤试验田土壤水分平衡进行了模拟。压实样地在40 ~ 55 cm深度有致密的底土,而非压实样地则进行脱实处理。利用两年的土壤湿度传感器数据,我们在三种不同的植被参数化下校准并验证了这些夯实和非夯实地块的模型,反映了不同的冠层和根系生长对夯实的反应。然后,我们模拟了未来气候情景下的水平衡。我们的实验表明,密实地块的LAI较低,而非密实地块的根系较深。考虑到这些植被在模型中的反应,我们的模拟表明,压实并不总是会减少深层渗透,而深根非压实模式的蒸散量更高。因此,这种受影响的植被生长也会进一步影响水分平衡。因此,关于(脱)压实的水文模型研究应该动态地包括地上和地下的植被生长,其中现场证据是至关重要的。
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引用次数: 0
Effects of nitrogen and phosphorus amendments on CO2 and CH4 production in peat soils of Scotty Creek, Northwest Territories: potential considerations for wildfire and permafrost thaw impacts on peatland carbon exchanges 氮和磷添加剂对西北地区 Scotty Creek 泥炭土中二氧化碳和甲烷产生的影响:野火和永久冻土融化对泥炭地碳交换影响的潜在考虑因素
IF 6.8 2区 农林科学 Q1 SOIL SCIENCE Pub Date : 2025-04-09 DOI: 10.5194/soil-11-309-2025
Eunji Byun, Fereidoun Rezanezhad, Stephanie Slowinski, Christina Lam, Saraswati Bhusal, Stephanie Wright, William L. Quinton, Kara L. Webster, Philippe Van Cappellen
Abstract. Impacts of nutrient enrichment on soil carbon cycling have been extensively studied in temperate and tropical regions where intensive agriculture and land development has led to large increases in anthropogenic inputs of nitrogen (N) and phosphorous (P). However, how soil carbon sequestration and soil–atmosphere gas exchanges in cold regions respond to greater inputs of N and P remains poorly known despite recent observations showing significant increases in porewater N and P in burned subarctic peatlands and downstream waters. Wildfires and enhanced hydrological connectivity due to permafrost thaw therefore have the potential to change carbon turnover and gas emissions in the soils of northern peatlands. To start exploring the sensitivity of peatland soil biogeochemistry to variations in N and P availability, we measured the carbon dioxide (CO2) and methane (CH4) production rates during a month-long incubation experiment with soils from a bog and fen collected at the long-term Scotty Creek research station in the Northwest Territories, Canada. Sub-samples of the peatland soils were divided into containers to which artificial porewater solutions were added. These solutions were amended with either dissolved inorganic N, dissolved inorganic P, or dissolved N and P together. Unamended controls were run in parallel. The containers were cycled through pre-set temperature steps of 1, 5, 15, and 25 °C. Overall, the fen soil yielded higher CO2 and CH4 production rates than the bog soil. The amendment of N in the bog soil produced more CO2 compared to its control, while the amendment of P increased CO2 production in the fen soil. The amendment of N and P together reduced CO2 production but increased that of CH4 in both the fen and bog soil incubations. Porewater chemistry at the end of the 30 d experiment showed aqueous C, N, and P stoichiometric ratios that trended toward those of the soil microbial biomasses, hence implying that the initial microbial nutrient status played a crucial role in determining the responses to the different nutrient amendments. Our results demonstrate that porewater nutrient availability and soil carbon cycling interact in complex ways to change CO2 and CH4 production rates in peatland soils, with potentially far-reaching implications for the impacts of wildfires and permafrost thaw on peatland–atmosphere carbon exchanges.
摘要。在温带和热带地区,人们已经广泛研究了养分富集对土壤碳循环的影响,在这些地区,集约化农业和土地开发导致了人为氮(N)和磷(P)输入的大量增加。尽管最近的观测显示亚北极燃烧泥炭地和下游水域孔隙水N和P显著增加,但寒冷地区的土壤碳固存和土壤-大气气体交换如何响应更大的N和P输入仍知之甚少。因此,野火和因永久冻土融化而增强的水文连通性有可能改变北部泥炭地土壤中的碳周转和气体排放。为了开始探索泥炭地土壤生物地球化学对N和P有效性变化的敏感性,我们在加拿大西北地区长期Scotty Creek研究站收集的沼泽和沼泽土壤进行了为期一个月的孵化实验,测量了二氧化碳(CO2)和甲烷(CH4)的产生速率。泥炭地土壤的亚样品被分成容器,其中添加了人工孔隙水溶液。在这些溶液中加入溶解的无机N、溶解的无机P或溶解的N和P。未修改的控制并行运行。容器通过预先设定的1、5、15和25°C的温度步骤循环。总体而言,沼泽土壤的CO2和CH4生产速率高于沼泽土壤。在沼泽土壤中,N的修正比对照产生更多的CO2,而在沼泽土壤中,P的修正增加了CO2的产生。N和P的修正共同降低了沼泽和沼泽土壤的CO2产量,但增加了CH4的产量。30 d试验结束时孔隙水化学表明,水体中C、N、P的化学计量比与土壤微生物生物量的化学计量比趋于一致,表明初始微生物营养状况在决定不同养分修正的响应中起着至关重要的作用。我们的研究结果表明,孔隙水养分有效性和土壤碳循环以复杂的方式相互作用,改变了泥炭地土壤中CO2和CH4的产生速率,对野火和永久冻土融化对泥炭地-大气碳交换的影响具有潜在的深远意义。
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引用次数: 0
Mapping near-real-time soil moisture dynamics over Tasmania with transfer learning 利用迁移学习绘制塔斯马尼亚岛近实时土壤湿度动态
IF 6.8 2区 农林科学 Q1 SOIL SCIENCE Pub Date : 2025-04-08 DOI: 10.5194/soil-11-287-2025
Marliana Tri Widyastuti, José Padarian, Budiman Minasny, Mathew Webb, Muh Taufik, Darren Kidd
Abstract. Soil moisture, an essential parameter for hydroclimatic studies, exhibits considerable spatial and temporal variability, which complicates its mapping at high spatiotemporal resolutions. Although current remote sensing products offer global estimates of soil moisture at fine temporal resolutions, they do so at a coarse spatial resolution. Deep learning (DL) techniques have recently been employed to produce high-resolution maps of various soil properties; however, these methods require substantial training data. This study sought to map daily soil moisture across Tasmania, Australia, at an 80 m resolution using a limited set of training data. We assessed three modeling strategies: DL models calibrated using an Australian dataset (51 411 observation points), models calibrated using the Tasmanian dataset (9825 observation points), and a transfer learning technique that transferred information from the Australian models to Tasmania using region-specific data. We also evaluated two DL approaches, i.e., multilayer perceptron (MLP) and long short-term memory (LSTM). The models included the Soil Moisture Active Passive (SMAP) dataset, weather data, an elevation map, land cover, and multilevel soil property maps as inputs to generate soil moisture at the surface (0–30 cm) and subsurface (30–60 cm) layers. Results showed that (1) models calibrated from the Australian dataset performed worse than Tasmanian models regardless of the type of DL approaches; (2) Tasmanian models, calibrated solely using local data, resulted in shortcomings in predicting soil moisture; and (3) transfer learning exhibited remarkable performance improvements (error reductions of up to 45 % and a 50 % increase in correlation) and resolved the drawbacks of the two previous models. The LSTM models with transfer learning had the highest overall performance with an average mean absolute error (MAE) of 0.07 m3 m−3 and a correlation coefficient (r) of 0.77 across stations for the surface layer as well as MAE=0.07m3m-3 and r=0.69 for the subsurface layer. The fine-resolution soil moisture maps captured the detailed landscape variation as well as temporal variation according to four distinct seasons in Tasmania. The models were then applied to generate daily soil moisture maps of Tasmania, integrated into a near-real-time monitoring system to assist agricultural decision-making.
摘要。土壤湿度是水文气候研究的一个重要参数,具有相当大的时空变异性,这使得高时空分辨率的土壤湿度制图变得复杂。虽然目前的遥感产品以精细的时间分辨率提供全球土壤湿度估计,但它们是在粗糙的空间分辨率上这样做的。深度学习(DL)技术最近被用于制作各种土壤特性的高分辨率地图;然而,这些方法需要大量的训练数据。这项研究试图利用一组有限的训练数据,以80米的分辨率绘制澳大利亚塔斯马尼亚州的每日土壤湿度图。我们评估了三种建模策略:使用澳大利亚数据集(51,411个观测点)校准的深度学习模型,使用塔斯马尼亚数据集(9825个观测点)校准的模型,以及使用区域特定数据将信息从澳大利亚模型转移到塔斯马尼亚的迁移学习技术。我们还评估了两种深度学习方法,即多层感知器(MLP)和长短期记忆(LSTM)。这些模型包括土壤水分主动被动(SMAP)数据集、天气数据、高程图、土地覆盖和多层土壤属性图作为输入,以生成地表(0-30厘米)和地下(30-60厘米)层的土壤水分。结果表明:(1)无论DL方法的类型如何,从澳大利亚数据集校准的模型的表现都不如塔斯马尼亚模型;(2)塔斯马尼亚模式仅使用当地数据进行校准,在预测土壤湿度方面存在不足;(3)迁移学习表现出显著的性能改进(误差减少高达45%,相关性增加50%),并解决了前两种模型的缺点。具有迁移学习的LSTM模型的综合性能最高,表层的平均绝对误差(MAE)为0.07m3m-3,站间相关系数(r)为0.77,次表层的MAE=0.07m3m-3, r=0.69。高分辨率的土壤湿度图捕捉了塔斯马尼亚州四个不同季节的详细景观变化和时间变化。然后应用这些模型生成塔斯马尼亚州的每日土壤湿度图,并将其集成到近乎实时的监测系统中,以协助农业决策。
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引用次数: 0
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