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Coda of the snowball: combined U-Pb LA-ICPMS dating of calcite-after-aragonite crystal fans and clumped isotope thermometry of Ediacaran cap carbonates 雪球的终结:结合方解石-文石后晶体扇的U-Pb LA-ICPMS定年和埃迪卡拉纪盖层碳酸盐岩的团块同位素测温
IF 8.9 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-11-30 DOI: 10.1016/j.gsf.2025.102218
Fabrício A. Caxito , Cristiano Lana , Davi Carvalho , Gabriel J. Uhlein , Carolina Reis , Paulo Henrique A. Dias , Denise Canabrava , Juliana Okubo , George Luiz Luvizotto , Lucas Warren , Shuhai Xiao , Tian Gan , Galen Halverson , Peter Crockford , Kristin Bergmann , Katharine W. Huntington , Andrew J. Schauer , Mariana M. Leite
<div><div>Direct dating of sedimentary successions is a main challenge in geochronology, key for the establishment of chronostratigraphic frameworks for both regional and global events. U-Pb in-situ LA-ICPMS direct dating of carbonate samples is emerging as a promising tool, but complications such as mobility and low U contents hinder most of the attempts on common carbonate rocks. We present new U-Pb in-situ LA-ICPMS data for Ediacaran cap carbonate and related successions from Brazil, China and Canada, along with stable carbon, oxygen, and clumped isotope data for the same samples. The novel dataset reveals that in some instances, especially within calcite-after-aragonite crystal fans and microbialite facies, U is retained from early diagenesis through intermediate to deep burial, resulting in tightly constrained and well-spread linear fits in the Concordia space. Calcite-after-aragonite crystal fan samples from the Guia Fm. (Brazil) and Hayhook Fm. (Canada) caps, sitting immediately above glacial diamictite, yielded 632 ± 14 Ma and 631 ± 6 Ma, respectively, supporting quick deposition and diagenesis following Marinoan deglaciation. Clumped isotope apparent equilibrium temperatures (<em>T</em><sub>Δ47</sub>) of 79 (+12/−11) °C and 181 (+14/−13) °C (95% confidence level), respectively, indicate that the U-Pb system remained unreset within the crystal fans even through the deep burial realm. In the Sete Lagoas Formation of the Bambuí Group (Brazil), crystal fans are not restricted to the immediate cap carbonate sitting above glacial deposits, but instead occur throughout ca. 400 m of carbonate-dominated facies, in distinct stratigraphic intervals corresponding to the Pedro Leopoldo and Lagoa Santa members. Samples from the basal Pedro Leopoldo member yielded U-Pb ages between 625 Ma and 605 Ma. A crystal-fan bearing sample of the Acauã Formation in the Sergipano Belt (Brazil) yielded similar results, suggesting protracted deposition/diagenesis of the negative <em>δ</em><sup>13</sup>C-bearing limestone above the basal cap dolostone. Crystal fans in the topmost Lagoa Santa member, just below the contact with the mudstone-rich Serra de Santa Helena Formation and 330 m above the contact with the glacials, yielded late Ediacaran ages at ca. 570–550 Ma. All of these yielded <em>T</em><sub>Δ47</sub> of around 110–149 °C. These ages are identical within uncertainty to U-Pb ages obtained in stromatolites at the same stratigraphic level, and from the phosphorite-bearing stromatolites of the Salitre Formation, Una Group, further north in the São Francisco craton, which yielded a lower <em>T</em><sub>Δ47</sub> of 91 ± 7 °C. Finally, both the cap dolostone matrix and isopachous cement filling sheet-cavities from a sample of the basal Doushantuo Formation of South China align in a regression with a lower intercept at ca. 619 Ma. The new U-Pb carbonate data are highly coherent with available U-Pb zircon and Re-Os whole-rock data worldwide, and also with previou
沉积序列的直接定年是地质年代学的主要挑战,是建立区域和全球事件的年代地层格架的关键。碳酸盐样品的原位LA-ICPMS U- pb直接测年正在成为一种有前途的工具,但诸如迁移率和低U含量等问题阻碍了大多数对普通碳酸盐岩的尝试。本文介绍了来自巴西、中国和加拿大的埃迪卡拉纪盖层碳酸盐岩及其相关序列的新的原位LA-ICPMS U-Pb数据,以及相同样品的稳定碳、氧和团块同位素数据。新的数据显示,在某些情况下,特别是在方解石-文石-后方解石晶体扇和微生物岩相中,U从早期成岩作用一直保留到中深埋藏,导致Concordia空间的线性拟合受到严格约束,分布良好。贵州地区方解石后文石晶体扇样品。(巴西)和Hayhook Fm。(加拿大)帽状岩位于冰川二晶岩上方,分别产生632±14 Ma和631±6 Ma,支持Marinoan脱冰后的快速沉积和成岩作用。团块同位素表观平衡温度(TΔ47)分别为79(+12/−11)°C和181(+14/−13)°C(95%置信水平),表明U-Pb体系在晶体扇内即使在深埋区也保持未重置状态。在巴西Bambuí组的Sete Lagoas组中,晶体扇并不局限于位于冰川沉积之上的直接盖层碳酸盐岩,而是分布在约400 m的碳酸盐岩为主的相中,在与Pedro Leopoldo和Lagoa Santa成员相对应的不同地层间隔中。Pedro Leopoldo基段样品的U-Pb年龄在625 ~ 605 Ma之间。巴西Sergipano带Acauã组含晶扇样品也得到了类似的结果,表明基底盖白云岩上方的负δ 13c灰岩沉积/成岩作用较长。拉古阿圣塔最顶端的水晶扇,就在与富含泥岩的圣海伦娜山组接触的下方,与冰川接触的上方330米处,得出的埃迪卡拉晚期年龄约为570-550 Ma。所有这些都产生了TΔ47约110-149°C。这些年龄在不确定范围内与同一地层水平的叠层石中获得的U-Pb年龄相同,也与 o Francisco克拉通更北的Una组Salitre组含磷叠层石中获得的U-Pb年龄相同,其TΔ47值较低,为91±7°C。最后,华南陡山沱组盖层白云岩基质和等径胶结充填板状空腔均在619 Ma的低截距回归中排列一致。新的U-Pb碳酸盐岩数据与世界范围内现有的U-Pb锆石和Re-Os全岩数据高度一致,也与之前的LA-ICPMS碳酸盐岩定年结果一致,表明埃迪卡拉纪碳酸盐-硅质混合单元保留了一个共同的全球沉积趋势。其特征是下埃迪卡拉纪(635 ~ 600 Ma)盖层碳酸盐岩层序致密(厚达几十米),其次是较发育和连续的晚埃迪卡拉纪(575 ~ 540 Ma)含化石的混合碳酸盐岩-硅质沉积层序。本研究验证了一种相对较新的方法的可行性,该方法利用了全球分布的单元样品和通过其他方法独立建立的沉积年龄,展示了直接U-Pb碳酸盐岩测年的潜力。
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引用次数: 0
Multi-modal characterization of ultramafic rock: Precursors relevant to serpentinization and hydrogen generation 超镁质岩石的多模态表征:与蛇纹石化和生氢有关的前体
IF 8.9 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-11-30 DOI: 10.1016/j.gsf.2025.102220
Jiejie Li , Emma Black , Christopher Miller , Kunning Tang , Peyman Mostaghimi , Andrew Feitz , T.David Waite , Ryan T. Armstrong
Natural hydrogen (H2) generated by the reaction of ultramafic rocks with water is increasingly recognized as a promising low-carbon energy resource with the analysis of rock mineralogy and structural characteristics recognized to play a crucial role in assessing its subsurface generation potential. In this study, micro-computed tomography (micro-CT), micro-X-ray fluorescence spectroscopy (micro-XRF), X-ray diffraction (XRD), and scanning electron microscopy coupled with energy-dispersive X-ray spectroscopy (SEM-EDS) are employed to analyze the density, elemental distribution, mineral composition, and surface spatial relationships of an ultramafic rock sample. In addition, deep learning-based image analysis is employed to achieve high-resolution mineral phase characterization, enabling quantitative analysis of the spatial distribution, co-location, and contact surfaces of the mineral phases. Focusing on a particular sample that was considered a likely initiator of hydrogen generation due to its mineral contents, our results indicate that the sample is primarily composed of Fe-Mg-rich olivine and silicate minerals, with most olivine phases being Mg-rich forsterite or mixtures of forsterite and Fe-rich fayalite. The sample also contains Fe-S sulfides and high-density metal-enriched phases, including Ni-rich phases that may enhance the H2-generating potential of serpentinization reactions. These findings highlight the mineralogical complexity of the studied ultramafic rock and the value of integrating compositional and spatial data when considering the potential of particular materials for hydrogen generation. The integrated analytical approach proposed in this study provides new insights and practical tools for evaluating the hydrogen generation potential associated with subsurface serpentinization in ultramafic rock.
超镁铁质岩石与水反应生成的天然氢气作为一种极具潜力的低碳能源日益被人们所认识,岩石矿物学和构造特征分析在评估其地下生成潜力方面发挥着至关重要的作用。本研究采用微计算机断层扫描(micro-CT)、微x射线荧光光谱(micro-XRF)、x射线衍射(XRD)、扫描电镜结合能量色散x射线能谱(SEM-EDS)等方法分析了超镁质岩石样品的密度、元素分布、矿物组成和表面空间关系。此外,利用基于深度学习的图像分析实现高分辨率矿物相表征,可以定量分析矿物相的空间分布、共位和接触面。我们的研究结果表明,该样品主要由富铁镁橄榄石和硅酸盐矿物组成,大多数橄榄石相是富镁橄榄石或富铁橄榄石和富铁橄榄石的混合物。样品还含有Fe-S硫化物和高密度富金属相,包括富ni相,这可能会增强蛇纹石化反应的h2生成潜力。这些发现突出了所研究的超镁质岩石的矿物学复杂性,以及在考虑特定物质的产氢潜力时整合成分和空间数据的价值。本研究提出的综合分析方法为评价超镁质岩地下蛇纹石化产氢潜力提供了新的见解和实用工具。
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引用次数: 0
Spatial distributions of macronutrients, heavy metals and microplastics in surface sediments of the mainstem and lakes in the middle part of the Yellow River Basin 黄河中游干流和湖泊表层沉积物中常量营养素、重金属和微塑料的空间分布
IF 8.9 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-11-25 DOI: 10.1016/j.gsf.2025.102214
Xiajie Zhai , Lijuan Cui , Wei Li , Xinsheng Zhao , Chenxi Liu , Hua Ma , Mingshuo Xiong
The Yellow River provides an important foundation for the sustainable development of Chinese civilization. Compared with the upper part (dominated by the Tibetan Plateau) and the lower part (represented by the Yellow River Delta), the central part of the Yellow River Basin (encompassing most of the Loess Plateau) is the most arid and exhibits the most complex relationship between humans and nature. The Chinese government is continuously promoting the protection and management of the ecological environment in the central part of the Yellow River Basin, as it is related to the country’s food security and people’s health, biodiversity conservation and sustainable socio-economic development. However, the distribution patterns and evolution of key ecological elements in the region, which are important determinants of ecosystem productivity and health, have yet to be revealed. This study focused on three key ecological elements, namely, macronutrients (sediment organic carbon, SOC, total nitrogen, TN and total phosphorous, TP), heavy metals (Cu, Ni, Pb, Zn, Cr, Cd, Hg, and As) and microplastics, and aimed to systematically elucidate the change patterns of their concentrations and compositions in sediments from the mainstem of the Yellow River and neighboring typical lakes. The results revealed that the TN content was mostly greater than the SOC content in the sediments from the mainstem of the Yellow River. Moreover, the TN, SOC and heavy metal concentrations increased significantly as a result of agricultural cultivation. Among the six typical lakes, the highest concentrations of both macronutrients and heavy metals were observed in sediment samples from Mingcui Lake (MC; an urban wetland), followed by those in sediment samples from Wuliangsuhai Lake (WLS; surrounded by agricultural fields). Among the heavy metals, the concentrations of Zn and Cr were highest. The abundance of microplastics in the sediments from the mainstream of the Yellow River ranged from 233 to 3333 items kg−1, while the abundance of microplastics in lake sediments ranged from 967 to 1556 items kg−1. The other characteristics of microplastics were consistent, including the concentration of microplastic particles within the 0.2–2 mm range. The main colors of the sampled microplastics were blue, transparent, and gray-black. In addition, rayon accounted for the highest proportion among all polymer types, followed by PET and PE + PP. In general, the amount of the above three environmental elements is closely correlated with the intensity of human activities such as agriculture and urbanization. Stronger correlations were obtained between the concentrations of macronutrients and heavy metals. This study systematically reveals the change patterns of key ecological elements in the study area and advances the understanding of environmental changes, ecosystem evolution and sustainable development in the Yellow River Basin.
黄河是中华文明可持续发展的重要基础。中国政府正在不断推进黄河流域中部生态环境的保护和治理,因为这关系到国家的粮食安全和人民的身体健康,关系到生物多样性的保护和社会经济的可持续发展。然而,作为生态系统生产力和健康的重要决定因素的关键生态要素在该地区的分布格局和演变尚未揭示。本研究以黄河干流及周边典型湖泊沉积物的宏量元素(沉积物有机碳、有机碳、全氮、全氮、全磷、总磷)、重金属(Cu、Ni、Pb、Zn、Cr、Cd、Hg、As)和微塑料为研究对象,系统阐述了它们的浓度和组成变化规律。结果表明,黄河干流沉积物中TN含量大多大于SOC含量。此外,农业耕作显著增加了土壤全氮、有机碳和重金属含量。6个典型湖泊中,宏量营养素和重金属含量均以城市湿地明翠湖最高,其次为农田环绕的五粮素海。重金属中,锌和铬的浓度最高。黄河干流沉积物中微塑料丰度为233 ~ 3333项kg−1,湖泊沉积物中微塑料丰度为967 ~ 1556项kg−1。微塑料的其他特征是一致的,包括0.2-2 mm范围内的微塑料颗粒浓度。微塑料样品的主要颜色是蓝色、透明和灰黑色。此外,在所有聚合物类型中,人造丝所占比例最高,其次是PET和PE + PP。总的来说,上述三种环境要素的含量与农业、城市化等人类活动的强度密切相关。宏量营养素浓度与重金属之间存在较强的相关性。本研究系统揭示了研究区关键生态要素的变化规律,促进了对黄河流域环境变化、生态系统演化与可持续发展的认识。
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引用次数: 0
Collision-related tin metallogeny: Insight from a new discovery of the volcanic-subvolcanic-hosted Sn deposit in the western Gangdese, Xizang 碰撞锡成矿作用:来自西藏冈底斯西部火山-次火山型锡矿床新发现的启示
IF 8.9 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-11-25 DOI: 10.1016/j.gsf.2025.102216
Hao Chen , Xin Chen , Youye Zheng , Xian Che , Yuanping Lai , Xingkai Huang , Shunbao Gao , Bei Pang
<div><div>The Gangdese metallogenic belt in Xizang, a world-class copper polymetallic province, has a poorly understood western segment due to extensive volcanic cover and limited historical exploration. The recent discovery of the Sangmoladong (SMLD) deposit, the first undocumented volcanic- to subvolcanic-hosted, tin-dominant polymetallic system in western Gangdese, provides a unique opportunity to investigate collisional metallogeny. Through integrated LA-ICP-MS U-Pb geochronology of zircon and cassiterite, comprehensive whole-rock geochemistry, and Nd-Hf isotopes, this research establishes a genetic link between Paleocene magmatism and Sn-polymetallic mineralization. The mineralization is hosted within granite porphyry stocks and associated rhyolitic tuff breccias of a volcanic dome complex. It comprises two main stages: an early, disseminated cassiterite-sulfide stage with chloritic alteration, followed by later fluorite-cassiterite-tourmaline veins and veinlets. New LA-ICP-MS U-Pb dating constrains the timing of granite porphyry emplacement to 61.3 ± 0.2 Ma and rhyolitic tuff deposition to 61.8 ± 0.5 Ma. Cassiterite mineralization occurred between 61.0 ± 2.2 Ma and 59.3 ± 3.5 Ma, confirming that Sn metallogenesis was coeval with this Paleocene magmatic pulse during the Indo-Asian collision. The ore-forming granitic porphyries are highly evolved, A-type granites, characterized by high SiO<sub>2</sub> (77.50 – 80.40 wt.%), elevated zircon saturation temperatures (831 – 870 °C), and high Ga/Al ratios (10,000 × Ga/Al = 5.75 – 6.51). Their Nd-Hf isotopic signatures (<em>ε</em><sub>Nd</sub>(<em>t</em>) =  −6.5 to −6.3; zircon <em>ε</em><sub>Hf</sub>(<em>t</em>) =  −5.2 to +2.1) indicate an origin from anatexis of ancient Lhasa terrane metapelites, likely triggered by lithospheric extension during Neo-Tethyan slab rollback. This generated a reduced, fluorine- and boron-rich magmatic-hydrothermal system highly efficient at mobilizing and concentrating tin. On a regional scale, a metallogenic framework is proposed where Fe-Cu mineralization is sourced from hybridized mantle-crust magmas, whereas Pb-Zn and Sn systems derive from similar crustal-dominated sources. This metallogenic divergence of Pb-Zn and Sn reflects contrasting thermal regimes and magma crystallization pathways during a transtensional setting with local extension in pull-apart and uplift structures. The formation of the SMLD tin deposit is attributed to prolonged fractional crystallization of a high-temperature, low <em>f</em>O<sub>2</sub> magma within a subvolcanic dome complex. These conditions suppressed early cassiterite saturation and promoted extreme tin enrichment in the residual melt. This study makes two key contributions: (1) it identifies the first volcanic-hosted tin system in the western Gangdese, challenging traditional exploration models focused on porphyry skarn Cu-Pb-Zn deposits; and (2) it establishes a new tectono-metallogenic model that elucidates the spatiotempor
作为世界级铜多金属大省,西藏冈底斯成矿带西段因火山覆盖范围广,历史勘探有限,对其认识甚少。Sangmoladong (SMLD)矿床是冈底斯西部首次发现的以火山-次火山为主、锡为主的多金属矿床,为研究碰撞成矿作用提供了独特的机会。通过锆石和锡石的LA-ICP-MS U-Pb年代学、全岩综合地球化学和Nd-Hf同位素综合分析,建立了古新世岩浆活动与锡多金属成矿作用的成因联系。矿化赋存于火山穹窿杂岩的花岗斑岩和伴生的流纹凝灰岩角砾岩中。它包括两个主要阶段:早期浸染锡石-硫化物阶段,伴有绿泥石蚀变,随后是萤石-锡石-电气石脉和细脉。新的LA-ICP-MS U-Pb定年限制了花岗岩斑岩侵位时间为61.3±0.2 Ma,流纹岩凝灰岩沉积时间为61.8±0.5 Ma。锡石成矿发生在61.0±2.2 Ma ~ 59.3±3.5 Ma之间,证实了锡成矿与印亚碰撞的这一古新世岩浆脉冲同时发生。成矿花岗斑岩为高度演化的a型花岗岩体,具有高SiO2 (77.50 ~ 80.40 wt.%)、高锆石饱和温度(831 ~ 870℃)、高Ga/Al比值(10000 × Ga/Al = 5.75 ~ 6.51)的特征。它们的Nd-Hf同位素特征(εNd(t) = - 6.5 ~ - 6.3;锆石εHf(t) = - 5.2 ~ +2.1)表明其成因为古拉萨地体变质岩的深熔,可能是新特提斯板块回退时期岩石圈伸展所致。这产生了一个还原的、富氟和富硼的岩浆热液系统,在动员和富集锡方面效率很高。在区域尺度上,提出了Fe-Cu成矿源为幔壳混合岩浆,而Pb-Zn和Sn成矿源为相似的壳壳主导岩浆的成矿格局。Pb-Zn和Sn的成矿分异反映了拉裂和隆升构造局部伸展的张拉背景下不同的热机制和岩浆结晶路径。SMLD锡矿床的形成归因于次火山穹隆复合体内高温低fO2岩浆的长时间分离结晶。这些条件抑制了早期锡石的饱和,促进了残余熔体中锡的极端富集。本研究的主要贡献有两方面:(1)在冈底斯西部地区首次发现火山岩型锡矿系统,挑战了以斑岩夕卡岩型铜铅锌矿为主的传统找矿模式;(2)建立了古新世成矿(Fe-Cu→Pb-Zn→Sn)时空演化的构造成矿新模式。这些发现为研究大陆碰撞带的成矿作用提供了重要的见解,并为整个特提斯中西部成矿域的锡资源新勘探目标铺平了道路,特别是在具有类似地球动力学历史的未勘探的火山地带。
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引用次数: 0
Topographic and morphological effects of global earthquake- and rainstorm-induced landslides 全球地震和暴雨引起的滑坡的地形和形态效应
IF 8.9 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-11-24 DOI: 10.1016/j.gsf.2025.102215
Wenchao Huangfu , Haijun Qiu , Jiading Wang , Ninglian Wang , Yang Zhang , Ya Liu , Ali Darvishi Boloorani , Mohib Ullah
Landslides have different topographic and morphological characteristics due to their different triggering mechanisms. However, the differences in the characteristics of earthquake- and rainstorm-induced landslides remain unclear. In this paper, we collect 12 cases of earthquake- and rainstorm-induced landslides around the world and reveal the differences in characteristics of the two types of landslides. By examining the geometric characteristics and location distribution of the landslides, the results show that earthquake-induced landslides tend to have larger areas, perimeter, lengths, widths, area to perimeter ratios (area/perimeter), major axis (SM), and minor axis (sm) than rainstorm-induced landslides. In addition, earthquake-induced landslides have more complex, rounded, and compact shapes than rainstorm-induced landslides. Earthquake-induced landslides are predominantly clustered near ridges, whereas rainstorm-induced landslides are predominantly clustered near valleys. The results also indicate that earthquake- and rainstorm-induced landslides mostly occur on 30°–50° and 10°–30° slopes, respectively, and both types are more likely to occur on sunny slopes. Moreover, the compactness and major axis are negatively logarithmically correlated for earthquake-induced landslides, while they are negatively exponentially correlated for rainstorm-induced landslides. Additional earthquake- and rainstorm-induced landslide events have verified the reliability and extensibility of the research conclusions. This work is beneficial for the management of landslide hazards and the effective implementation of landslide prediction and risk assessment.
山体滑坡因其触发机制不同而具有不同的地形形态特征。然而,地震和暴雨引发的滑坡在特征上的差异仍然不清楚。本文收集了世界范围内12例地震和暴雨引发的滑坡,揭示了这两种滑坡在特征上的差异。研究结果表明:地震诱发滑坡的面积、周长、长度、宽度、面积周长比(面积/周长)、长轴(SM)和短轴(SM)均大于暴雨诱发滑坡;此外,地震引发的山体滑坡比暴雨引发的山体滑坡具有更复杂、更圆、更紧凑的形状。地震引起的滑坡主要集中在山脊附近,而暴雨引起的滑坡主要集中在山谷附近。地震诱发滑坡和暴雨诱发滑坡分别多发生在30°~ 50°和10°~ 30°边坡上,且两种类型均多发生在阳坡上。地震诱发滑坡的密实度与长轴呈负对数相关,暴雨诱发滑坡的密实度与长轴呈负指数相关。额外的地震和暴雨引发的滑坡事件验证了研究结论的可靠性和可扩展性。这项工作有利于滑坡灾害管理和滑坡预测与风险评估的有效实施。
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引用次数: 0
From prediction to regionalization: Enhancing flash flood susceptibility mapping using machine learning and GeoDetector 从预测到区划:利用机器学习和地理探测器增强山洪易感性制图
IF 8.9 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-11-19 DOI: 10.1016/j.gsf.2025.102213
Xinyue Ke , Ni Wang , Tianhao Li , Zheng Liu , Zhiwei Li , Ganggang Zuo , Yiting Chen
Flash floods cause substantial economic losses and casualties worldwide. Susceptibility-based flash flood mapping supports the development of effective flood mitigation strategies. While machine learning (ML) models offer superior accuracy, converting their outputs into spatially coherent and actionable maps remains challenging. Existing susceptibility maps often rely on subjective discretization and exhibit fragmented spatial patterns, limiting their utility in practice. In this context, this study proposes a novel framework that achieves the effective transformation of susceptibility prediction results into a management-oriented regionalization map. The framework integrates supervised learning, unsupervised clustering, and spatial explanatory feedback to enable information fusion and spatial restructuring of multi-model outputs. Flash flood susceptibility was first modelled using two supervised algorithms: Random Forest and CatBoost. Their outputs, along with exposed elements, were integrated and discretized using a two-stage clustering approach based on Self-Organizing Maps (SOM) and Ward’s method. Finally, a GeoDetector-based iterative optimization process was implemented to refine the regionalization by maximizing alignment with historical flash flood distributions. Results show that all susceptibility models achieved excellent predictive performance (AUC > 0.95), with the CatBoost model trained on grid-based samples performing best (AUC = 0.997). The final regionalization map exhibits regional contiguity and effectively captures historical flood patterns, explaining 73% of their spatial variability. The integration of hybrid ML with explanatory feedback provides a novel perspective for generating susceptibility regionalization maps that are both expressive of flash flood risk and spatially coherent, in addition to providing support for exploring region-specific defense measures.
山洪在世界范围内造成了巨大的经济损失和人员伤亡。基于易感性的山洪制图有助于制定有效的减灾战略。虽然机器学习(ML)模型提供了卓越的准确性,但将其输出转换为空间连贯和可操作的地图仍然具有挑战性。现有的敏感性图往往依赖于主观离散化,呈现碎片化的空间格局,限制了其在实践中的应用。在此背景下,本研究提出了一种新的框架,将易感性预测结果有效地转化为面向管理的区划图。该框架集成了监督学习、无监督聚类和空间解释反馈,实现了多模型输出的信息融合和空间重构。首先使用随机森林和CatBoost两种监督算法对山洪易感性进行建模。他们的输出,以及暴露的元素,使用基于自组织映射(SOM)和Ward方法的两阶段聚类方法进行集成和离散化。最后,实现了基于geodetector的迭代优化过程,通过最大化与历史山洪分布的对齐来细化分区。结果表明,所有敏感性模型均获得了优异的预测性能(AUC > 0.95),其中基于网格样本训练的CatBoost模型表现最佳(AUC = 0.997)。最终的区域化图显示了区域的连续性,并有效地捕捉了历史上的洪水模式,解释了73%的空间变异性。混合机器学习与解释性反馈的集成为生成既表达山洪风险又具有空间一致性的易感性区划图提供了一个新的视角,此外还为探索特定区域的防御措施提供了支持。
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引用次数: 0
Using D/V Meng Xiang to drill intact magmatic crust in the Pacific to reveal the petrological nature of the oceanic Moho 利用D/V孟Xiang对太平洋完整岩浆地壳进行了钻探,揭示了大洋莫霍的岩石学性质
IF 8.9 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-11-18 DOI: 10.1016/j.gsf.2025.102211
Yaoling Niu
I have recently published “Do we really need to drill through the intact ocean crust?” in this journal (Geoscience Frontiors, 2025, Volume 16, 101954), which is a theme talk at the “International Workshop on Fulfilling the Quest of Drilling Through the Ocean Crust Using D/V Meng Xiang (‘梦想号’)” held in Guangzhou (November 24 ‒ 27, 2024), and is an objective account of petrological properties of the oceanic Moho. The global geoscience community universally acknowledges that Moho is a seismic discontinuity representing the boundary between the crust (VP ≤ 7 km/s) and mantle (VP ≥ 8.0 km/s). However, the longstanding assumption of purely magmatic origin for the ocean crust has misled the subject field. Evidence shows that the ocean crust formed at many slow-spreading ridge localities maintains a globally constant seismic thickness of ∼ 6 ± 1 km yet paradoxically comprises predominantly serpentinited mantle peridotite. This observation rationalizes the 60-year-old Hess-type Ocean crust hypothesis, while also underscoring the imperative for direct verification through intact ocean crust drilling − the core objective of the abandoned Project Mohole (1957‒1966). The workshop participants unanimously concurred that D/V Meng Xiang is currently the only operational platform capable of achieving intact ocean crust penetration. However, selection of optimal drilling sites needs further multidisciplinary discussion for successful Moho penetration, allowing addressing the core question on the petrological nature of the oceanic Moho. Here, I suggest the following with justifications for consideration: (1) It is not possible and thus has no significance to drill into the Moho on seafloors formed at slow- and ultraslow-spreading ridges; (2) it is feasible to succeed with well-prepared efforts in drilling through intact magmatic crust at ideal sites of seafloors produced at the fast-spreading East Pacific Rise; (3) if the Pacific Moho is discovered to be serpentinization front, this will bring about a paradigm shift.
我最近出版的《我们真的需要通过完整的海洋地壳钻?”在这个杂志(地球科学Frontiors, 2025年,卷16,101954),这是一个主题在“国际研讨会上满足钻井的追求通过海洋地壳使用D / V孟香(“梦想号’)”在广州举行(2024年11月24日- 27日),是一个客观叙述的岩石学性质海洋莫霍面。全球地学界普遍认为莫霍是地壳(VP≤7 km/s)和地幔(VP≥8.0 km/s)之间的一个地震不连续面。然而,长期以来关于海洋地壳的纯岩浆起源的假设误导了该学科领域。有证据表明,在许多缓慢扩张的山脊位置形成的海洋地壳在全球范围内保持恒定的地震厚度为~ 6±1公里,但矛盾的是,海洋地壳主要由蛇纹岩地幔橄榄岩组成。这一观测结果使60年前的赫斯型洋壳假说合理化,同时也强调了通过完整洋壳钻探进行直接验证的必要性——这是被放弃的莫霍尔计划(1957-1966)的核心目标。与会者一致认为,D/V孟Xiang是目前唯一能够实现完整海洋地壳穿透的操作平台。然而,选择最佳钻井地点需要进一步的多学科讨论,才能成功地穿透莫霍地层,从而解决海洋莫霍地层岩石学性质的核心问题。在此,我提出以下考虑理由:(1)在缓慢和超低扩张脊形成的海底钻取莫霍区是不可能的,因此也没有意义;(2)在快速扩张的东太平洋隆起的海底理想位置钻穿完整的岩浆地壳是可行的;(3)如果发现太平洋莫霍带为蛇纹石化前缘,则会带来模式的转变。
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引用次数: 0
Imaging the seismic LAB and deeper asthenospheric low-velocity layers in the Ibero-Maghrebian region 伊比利亚-马格里布地区地震LAB和更深的软流圈低速层成像
IF 8.9 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-11-14 DOI: 10.1016/j.gsf.2025.102210
J.A. Parera-Portell , F.d.L. Mancilla , J. Morales , X. Yuan , B. Heit , J. Diaz
We present a new lithosphere-asthenosphere boundary (LAB) depth map of Iberia and adjacent areas built using 34500 Sp receiver functions from 998 broadband seismic stations, alongside an updated Ps-derived crustal thickness map of Iberia. We found an overall shallow LAB, with a minimum depth of 70–80 km in areas of Cenozoic extension such as the eastern coast of Iberia and the Gibraltar-Alboran subduction back-arc, as well as in the Massif Central and the tectonically stable northwest of Iberia. LAB depths from 90 km to 110 km were only found within the areas of thickened crust in north-central Iberia and bordering the Gulf of Cádiz. The much deeper (150–180 km) oceanic LAB of the Gibraltar-Alboran slab was also imaged in the western Gibraltar Arc. Sublithospheric negative-velocity gradients (NVG) in the 110–140 km depth range are widespread in the back-arc of the Gibraltar-Alboran subduction system and in north-central Iberia, picturing a layered asthenospheric structure. In the Gibraltar Arc, the detachment of the slab through the subduction-transform edge propagator fault in the eastern Betics seems linked to the formation of the NVG, which are limited to the north by this structure.
我们利用998个宽带地震台站的~ 34500 Sp接收函数绘制了伊比利亚和邻近地区新的岩石圈-软流圈边界(LAB)深度图,以及更新的伊比利亚ps衍生地壳厚度图。在伊比利亚东部海岸和直布罗陀-阿尔博兰俯冲弧后等新生代伸展区,以及伊比利亚中部地块和构造稳定的西北部地区,我们发现了一个整体的浅层LAB,最小深度为70-80 km。从90公里到110公里的LAB深度仅在伊比利亚中北部和Cádiz海湾附近的增厚地壳区域内发现。直布罗陀-阿尔博兰板块深得多(150-180公里)的海洋LAB也在直布罗陀弧西部进行了成像。在直布罗陀-阿尔博兰俯冲系统的弧后和伊比利亚中北部,110-140公里深度范围内的岩石圈负速度梯度(NVG)很普遍,描绘了层状软流圈结构。在直布罗陀岛弧中,通过俯冲变换边缘传播断层的板块分离似乎与NVG的形成有关,NVG的形成被该构造限制在北部。
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引用次数: 0
Experimental simulation of the formation processes of natural metal hydrides in sedimentary basins 沉积盆地天然金属氢化物形成过程的实验模拟
IF 8.9 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-11-05 DOI: 10.1016/j.gsf.2025.102206
Yutong Su , Renbiao Tao , Zhijun Jin , Runchao Liu , Yunhua Fu , Lu Wang , Haozhe Zhang
Metal hydrides are essential materials with broad scientific and technological significance, showing unique properties in the fields of energy storage, catalysis, and superconductivity. Inspired by material science, we propose that natural hydrides can form in the Earth’s sedimentary basins due to existing favorable basis of matter and energy, which may provide a new perspective on understanding the geological origin and storage of natural hydrogen. In this study, we use a high-pressure gas reaction analyzer system to explore the hydrogenation reaction of typical transition metal powders (i.e., titanium (Ti), vanadium (V), chromium (Cr), and manganese (Mn)) under 50–200 °C and 3–5 MPa conditions relevant to sedimentary basins, and find that the hydrogenation reaction processes show apparent temperature dependence and can be efficiently promoted by pressure. Titanium exhibits a strong affinity for hydrogen, and its reaction with hydrogen is the largest among the four metals. The affinity of vanadium is second only to titanium. The affinity of chromium and manganese is at a similarly low level. As the temperature rises, the reaction quantity of titanium with hydrogen continues to increase; in contrast, the reaction quantity of vanadium and manganese with hydrogen shows a trend of first decreasing and then increasing; at 3 MPa, the reaction quantity of chromium with hydrogen shows a trend of first decreasing and then increasing, and at 5 MPa, the reaction quantity of chromium with hydrogen shows a trend of first increasing and then decreasing. After the in-situ hydrogenation experiments, combined XRD, ToF-SIMS, and NMR analysis on the quenched samples confirm the formation and stability of metal hydrides. Our study not only reveals the possibility of forming metal hydrides in sedimentary basins but also deepens our understanding of the metal-hydrogen interaction mechanism, providing a specific research basis for the formation of hydrides in shallow basins, which sheds light on the search for natural hydrides in sedimentary basins as a new energy source in the future.
金属氢化物是具有广泛科技意义的重要材料,在储能、催化、超导等领域表现出独特的性能。在物质科学的启发下,我们提出了地球沉积盆地中天然氢化物的形成是由于存在良好的物质和能量基础,这可能为认识天然氢的地质成因和储存提供新的视角。本研究利用高压气体反应分析仪系统对典型过渡金属粉末(钛(Ti)、钒(V)、铬(Cr)、锰(Mn))在与沉积盆地相关的50-200℃、3-5 MPa条件下的加氢反应进行了研究,发现加氢反应过程具有明显的温度依赖性,并可通过压力有效促进加氢反应。钛对氢有很强的亲和力,与氢的反应是四种金属中最大的。钒的亲和力仅次于钛。铬和锰的亲和力同样很低。随着温度的升高,钛与氢的反应量不断增加;钒、锰与氢的反应量呈现先减少后增加的趋势;在3 MPa时,铬与氢的反应量呈现先减少后增加的趋势;在5 MPa时,铬与氢的反应量呈现先增加后减少的趋势。经过原位加氢实验,对淬火样品进行XRD、ToF-SIMS和NMR综合分析,证实了金属氢化物的形成和稳定性。本研究不仅揭示了沉积盆地形成金属氢化物的可能性,而且加深了我们对金属-氢相互作用机制的认识,为浅层盆地氢化物的形成提供了具体的研究依据,为今后寻找沉积盆地天然氢化物作为新能源提供了思路。
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引用次数: 0
Changes in hydrological regime regulate POC export across permafrost-dominated Arctic River basins 在以永久冻土为主的北极河流流域,水文状况的变化调节着POC的输出
IF 8.9 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-11-04 DOI: 10.1016/j.gsf.2025.102208
Shiqi Liu , Ping Wang , Jingjie Yu , Renjie Zhou , Bing Bai , Olga I. Gabysheva , Natalia L. Frolova , Sergey P. Pozdniakov
Warming-driven acceleration of hydrological processes is altering the carbon cycle in permafrost-dominated Arctic regions, yet the underlying drivers remain unclear. This study analyzes ArcticGRO data (2003–2021) from six major Arctic rivers (Ob, Yenisei, Lena, Kolyma, Yukon, and Mackenzie) to investigate trends and spatial–temporal variations in riverine particulate organic carbon (POC). The annual POC flux from these six rivers, estimated using the Load Estimator (LOADEST), averaged 2.78 Tg. Only the Lena River showed a notable annual decrease in POC flux (−3.9%/yr, p < 0.001) and concentration (−12%/yr, p < 0.001), while the Yukon River exhibited increasing streamflow (+0.98%/yr, p < 0.001) and POC flux (+3.2%/yr, p < 0.001). POC flux variations were primarily governed by streamflow and POC concentration, with higher concentrations in spring floods period and lower during winter. Spatial differences were linked to drainage density (Dd) and forest coverage (Fc). The Yukon River basin, with a higher Dd of 0.2 km/km2 and lower Fc approximately 24%, exhibits the highest POC concentrations (2.3 mg/L). In contrast, the Yenisei River basin has the lowest POC concentration (∼0.4 mg/L), along with a relatively low drainage density (Dd = 0.18 km/km2) and a high forest cover (Fc = 67%). Permafrost conditions constrained riverine POC export, with isotopic evidence indicating a shift from a carbon sink to a source, as POC carbon age increased by ∼ 200 to 1700 years (4%–68%) annually, peaking in winter (700–2500 years) after 2012. Rivers with lower permafrost coverage (e.g., Ob, Yenisei), exhibit higher winter POC fluxes contributions (10%–20%), while others contributed < 5%, suggesting the role of permafrost degradation in winter carbon export. This study emphasizes the need to assess climate-driven hydrological shifts and permafrost thaw in shaping Arctic land-to-ocean carbon fluxes.
气候变暖导致的水文过程加速正在改变以永久冻土为主的北极地区的碳循环,但潜在的驱动因素尚不清楚。本研究分析了北极6条主要河流(鄂布河、叶尼塞河、勒拿河、科雷马河、育空河和麦肯齐河)2003-2021年的ArcticGRO数据,探讨了河流颗粒有机碳(POC)的趋势和时空变化。这6条河流的年POC通量,使用Load Estimator (LOADEST)估计,平均为2.78 Tg。只有勒拿河POC通量(- 3.9%/年,p < 0.001)和浓度(- 12%/年,p < 0.001)呈显著的年递减趋势,育空河POC流量(+0.98%/年,p < 0.001)和POC通量(+3.2%/年,p < 0.001)呈递增趋势。POC通量的变化主要受河流流量和POC浓度的影响,春汛期浓度较高,冬季浓度较低。空间差异与排水密度(Dd)和森林覆盖率(Fc)有关。育空河流域的Dd高0.2 km/km2, Fc低约24%,POC浓度最高(2.3 mg/L)。相比之下,叶尼塞河流域POC浓度最低(~ 0.4 mg/L),流域密度相对较低(Dd = 0.18 km/km2),森林覆盖率较高(Fc = 67%)。多年冻土条件限制了河流POC的输出,同位素证据表明,POC的碳年龄每年增加~ 200 ~ 1700年(4% ~ 68%),在2012年后的冬季(700 ~ 2500年)达到峰值。多年冻土覆盖较低的河流(如鄂河、叶尼塞河)冬季POC通量贡献较高(10%-20%),而其他河流贡献5%,表明多年冻土退化在冬季碳输出中的作用。这项研究强调有必要评估气候驱动的水文变化和永久冻土融化对北极陆地到海洋碳通量的影响。
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引用次数: 0
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Geoscience frontiers
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