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Sorting carbonate clay-type lithium ores using a deep learning model with adaptive spectral-texture feature fusion 基于自适应光谱-纹理特征融合的深度学习模型对碳酸盐岩粘土型锂矿进行分选
IF 8.9 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-10-23 DOI: 10.1016/j.gsf.2025.102185
Qunjia Zhang , Jiacheng Mei , Lujun Lin , Lei Liu , Hanjie Wen , Le Wang
Carbonate clay-type lithium ore holds significant potential due to its extensive reserves, broad distribution, and relatively easy extraction. However, it presents significant beneficiation challenges due to its coexistence with karst-type bauxite, which often results in mixed, low-lithium ores. For the first time, spectral–texture features derived from hyperspectral imaging (HSI) are jointly modeled with a deep learning framework to explore the feasibility of pre-sorting carbonate clay-type lithium ores. Initially, the spectral responses reflecting mineral composition and the texture features characterizing structural differences were analyzed to evaluate the feasibility of using HSI for ore sorting. Furthermore, the influence of band selection, data standardization, and water absorption regions on pre-sorting performance was systematically investigated through comparative analysis of multiple dataset configurations. Two classification schemes, primary ore types classification and multi grade classification, were employed to assess sorting accuracy and identify key influencing factors. The proposed model, A2ST-OSNet, achieves excellent results in both ore localization and classification through staged data input with varying dimensions and a modular design. Results revealed that joint modeling of spectral and texture features enables efficient and accurate pre-sorting, whereas models relying solely on either spectral or texture features were insufficient, as discriminative information for ore sorting is jointly determined by mineral composition and structural characteristics. Moreover, refined feature extraction and fusion strategies, including spectral–texture feature selection and attention mechanisms, proved critical in enhancing classification performance. The proposed approach offers valuable technical support for ore beneficiation and tailings reutilization, contributing to sustainable resource utilization and providing an effective solution for the efficient recycling of carbonate clay-type lithium ores.
碳酸盐岩粘土型锂矿储量大、分布广、开采相对容易,具有重要的开发潜力。然而,由于它与岩溶型铝土矿共存,往往导致混合的低锂矿石,给选矿带来了很大的挑战。该研究首次将高光谱成像(HSI)的光谱纹理特征与深度学习框架联合建模,探索碳酸盐岩粘土型锂矿石预分选的可行性。首先,分析了反映矿物成分的光谱响应和表征结构差异的纹理特征,以评估使用HSI进行矿石分选的可行性。此外,通过多数据集配置的对比分析,系统研究了波段选择、数据标准化和吸水区域对预分选性能的影响。采用原生矿石类型分级和多品位分级两种分级方案,对分选精度进行评价,找出影响分选精度的关键因素。本文提出的A2ST-OSNet模型通过分阶段的变维数据输入和模块化设计,在矿石定位和分类方面都取得了很好的效果。结果表明,光谱和纹理特征的联合建模可以实现高效、准确的预分选,而单纯依赖光谱或纹理特征的模型是不够的,因为分选的判别信息是由矿物组成和结构特征共同决定的。此外,改进特征提取和融合策略,包括光谱纹理特征选择和关注机制,是提高分类性能的关键。该方法为矿石选矿和尾矿资源化利用提供了宝贵的技术支持,有利于资源的可持续利用,为碳酸盐岩粘土型锂矿石的高效回收提供了有效的解决方案。
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引用次数: 0
Wetting of olivine by sulfide liquid: an example from the Central Asian Orogenic belt in NW China 硫化液对橄榄石的润湿作用:以中国西北中亚造山带为例
IF 8.9 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-10-22 DOI: 10.1016/j.gsf.2025.102183
Jian Kang , Xie-Yan Song , Wei Xie , Yu-Feng Deng , Bo Wei , Stephen J. Barnes , Wen Chen , Wei-Dong Li
Experimental studies have demonstrated that olivine can be wetted by sulfide liquid under specific conditions. In this study, we investigate elongated sulfide-olivine patches in lherzolite from the Dahuangshan mafic–ultramafic complex (Central Asian Orogenic Belt, NW China), which display textural evidence indicative of this phenomenon. Two-dimensional (2D) microbeam X-ray fluorescence (micro-XRF) mapping and three-dimensional (3D) high-resolution X-ray computed tomography (HRXCT) scanning reveal that the sulfide-olivine patches are 1.0‒4.8 cm long, 0.3‒2.3 cm wide and 0.2‒2.0 cm thick, and have sharp boundaries in the lherzolite matrix. These patches consist entirely of olivine (Fo781.9) embedded within interstitial sulfides. The sulfides dominantly comprise pyrrhotite (>94 vol%), minor pentlandite (< 6 vol%) and trace chalcopyrite, and contain a total of 1.1‒1.9 wt.% (Ni + Cu + Co). Low olivine-olivine-sulfide dihedral angles (averaging 44.9°) indicate that olivine was wetted by the sulfide liquid in these patches. The crystal size distributions (CSDs) of the olivine grains in the sulfide-olivine patches are different from those of the olivine in the lherzolite matrix. These observations can be explained by the entrainment of pre-existing sulfide-olivine cumulates into flowing magma. The elongated shape and parallel distribution of the sulfide-olivine patches indicate that the magma flow was laminar. These findings support the hypothesis that sulfide liquid can wet olivine and under the right conditions can be transported and deposited as sulfide-olivine aggregates within magma conduits.
实验研究表明,在特定条件下,橄榄石可以被硫化物液体润湿。本文研究了中亚造山带大黄山基性-超基性杂岩的长条形硫化物-橄榄石斑,显示了这种现象的结构证据。二维(2D)微束x射线荧光(micro-XRF)成像和三维(3D)高分辨率x射线计算机断层扫描(HRXCT)扫描显示,硫化物-橄榄石斑块长1.0 ~ 4.8 cm,宽0.3 ~ 2.3 cm,厚0.2 ~ 2.0 cm,在橄榄岩基质中具有清晰的边界。这些斑块完全由嵌套在间隙硫化物中的橄榄石(Fo7-81.9)组成。硫化物主要由磁黄铁矿(>94 vol%)、少量镍黄铁矿(< 6 vol%)和微量黄铜矿组成,总含量为1.1 ~ 1.9 wt.% (Ni + Cu + Co)。低的橄榄石-橄榄石-硫化物二面角(平均44.9°)表明橄榄石被硫化物液体润湿。硫化物-橄榄石斑块中橄榄石颗粒的晶粒尺寸分布(CSDs)与橄榄石基质中的橄榄石不同。这些观察结果可以解释为先前存在的硫化物-橄榄石堆积被夹带到流动的岩浆中。硫化物-橄榄石斑块呈细长状平行分布,表明岩浆流为层流。这些发现支持了硫化物液体可以湿润橄榄石的假设,并且在适当的条件下可以在岩浆管道中以硫化物-橄榄石集合体的形式运输和沉积。
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引用次数: 0
Revealing fluid dynamics in unconventional reservoir rocks: A novel approach of T1-T2 analysis 揭示非常规储层岩石流体动力学:一种新的T1-T2分析方法
IF 8.9 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-10-22 DOI: 10.1016/j.gsf.2025.102186
Zishuo Li , Yanbin Yao , Xueguang Zhu
Fluid distribution and migration characteristics hold significant importance in evaluating the quality of reservoir rocks. Two-dimensional nuclear magnetic resonance (2D NMR) measurements have been widely applied to identify specific hydrocarbon contents within rocks. However, due to the complexity of the pore and fluid system, this technique was not fully exploited and was limited by existing data processing methods. In this study, a novel centroid method was developed to enhance the quantification of 2D NMR data for fluids in reservoir rocks. This method calculates the centroid of the 2D NMR map, which correlates with the average pore size derived from the imbibition process. To validate its effectiveness, the method was applied to analyze the T1 (longitudinal relaxation time) – T2 (transverse relaxation time) relationships taken during imbibition processes in three different reservoir rocks. Results demonstrate that the position of centroid can be used to analyze the dominant type of water in pores involved in the imbibition process. Besides, this method can also successfully assess state changes for different water types inside samples by tracking centroids’ movements and fluctuations in centroid T1/T2 ratios, as well as utilizing the 2D NMR map’s signal partitioning capacity. Compared to other approaches, it elucidates the distribution and migration characteristics of water in different types of pores and provides significant advantages in the quantitative processing and comparative analyses of 2D NMR data across various water-bearing conditions. Furthermore, it also demonstrates significant potential for investigating interactions and dynamics of multiphase fluids in unconventional reservoirs.
流体分布和运移特征对储层质量评价具有重要意义。二维核磁共振(2D NMR)测量已被广泛应用于识别岩石中特定的碳氢化合物含量。然而,由于孔隙和流体系统的复杂性,该技术并未得到充分利用,并且受到现有数据处理方法的限制。本文提出了一种新的质心方法,以增强储层流体二维核磁共振数据的定量化。该方法计算二维核磁共振图的质心,该质心与由吸胀过程得出的平均孔径相关。为了验证该方法的有效性,应用该方法分析了3种不同储层岩石吸胀过程中T1(纵向松弛时间)- T2(横向松弛时间)的关系。结果表明,质心位置可以用来分析吸胀过程中孔隙中主要的水类型。此外,该方法还可以通过跟踪质心的运动和质心T1/T2比值的波动,以及利用二维核磁共振图的信号划分能力,成功评估样品内部不同水类型的状态变化。与其他方法相比,它阐明了水在不同类型孔隙中的分布和运移特征,在不同含水条件下二维核磁共振数据的定量处理和对比分析方面具有显著优势。此外,它还显示了研究非常规油藏中多相流体相互作用和动力学的巨大潜力。
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引用次数: 0
First evidence of ca. 1.77 Ga S-type magmatism, Aravalli orogen: Implications for the late Paleoproterozoic geodynamic evolution of NW India Aravalli造山带约1.77 Ga s型岩浆活动的首个证据:对印度西北部晚古元古代地球动力学演化的启示
IF 8.9 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-10-16 DOI: 10.1016/j.gsf.2025.102182
Parampreet Kaur , Armin Zeh , Naveen Chaudhri , Prabhakar Dutta , Swati Sharma
Present models for the late Paleoproterozoic evolution of the Aravalli orogen (NW India) postulate the existence of a continental magmatic arc active between 1875 Ma and 1810 Ma, followed by a phase of post-collisional magmatism between 1730 Ma and 1700 Ma. However, the tectono-magmatic processes occurring between these two events remain cryptic. In this study, evidence for an intervening magmatic phase is revealed based on the investigation of granitoids exposed in the southern part of the Aravalli orogen. U-Pb zircon dating of these granitoids (granites to tonalites) yielded emplacement ages between 1770 Ma and 1760 Ma. Whole-rock geochemical data indicate a strongly peraluminous, S-type, high-K calc-alkaline character, with magnesian to ferroan signatures and a syn-collisional tectonic affinity. The REE patterns are predominantly highly fractionated, displaying depleted HREE profiles and moderate to weak negative Eu anomalies. The geochemical data further suggest derivation of the granitoids by partial melting of meta-greywackes at temperatures > 800 °C. Subchondritic εHf(t) values (−11.0 to −2.6) further indicate reworking of a heterogeneous crust. The results of this and previous studies collectively indicate that the Aravalli orogen evolved through three distinct late Paleoproterozoic tectono-magmatic phases: (1) subduction-related magmatism at 1875‒1810 Ma, (2) syn-collisional S-type plutonism at ca. 1770 Ma, and (3) post-collisional extension-related A-type magmatism at ca. 1720 Ma. Globally, Paleoproterozoic S-type granites were predominantly derived by anataxis of Archean crust. Additionally, the data suggest that the northern margin of proto-India collided with fragments of the Columbia supercontinent at ca. 1770 Ma, postdating Columbia’s maximum packing time (1900–1850 Ma).
目前关于印度西北部Aravalli造山带晚古元古代演化的模型假设在1875 Ma至1810 Ma之间存在一个活跃的大陆岩浆弧,随后在1730 Ma至1700 Ma之间存在一个后碰撞岩浆活动阶段。然而,在这两个事件之间发生的构造-岩浆过程仍然是神秘的。本研究通过对Aravalli造山带南部暴露的花岗岩类的调查,揭示了岩浆期介入的证据。U-Pb锆石定年结果显示,这些花岗岩体(花岗岩体到闪长岩体)的侵位年龄在1770 ~ 1760 Ma之间。全岩地球化学资料显示其具有强过铝、s型、高钾钙碱性特征,具有镁铁特征,具有同碰撞构造亲和性。稀土元素模式以高分馏为主,呈现贫稀土和中至弱负Eu异常。地球化学数据进一步表明,花岗岩类是在800°C温度下由变灰岩部分熔融形成的。亚球粒体εHf(t)值(- 11.0 ~ - 2.6)进一步表明了非均质地壳的改造。本文和前人的研究结果共同表明,Aravalli造山带的演化经历了三个不同的晚古元古代构造岩浆活动阶段:(1)1875 ~ 1810 Ma的俯冲相关岩浆活动阶段,(2)1770 Ma的同碰撞s型岩浆活动阶段,(3)1720 Ma的碰撞后伸展相关a型岩浆活动阶段。在全球范围内,古元古代s型花岗岩主要来源于太古宙地壳的重熔作用。此外,这些数据表明,原始印度的北缘在大约1770 Ma与哥伦比亚超大陆的碎片碰撞,推迟了哥伦比亚的最大打包时间(1900-1850 Ma)。
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引用次数: 0
Critical mineral supply chains and the economics of energy transition: A carbon decomposition perspective of growth and decoupling 关键矿产供应链与能源转型经济学:碳分解视角下的增长与脱钩
IF 8.9 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-10-13 DOI: 10.1016/j.gsf.2025.102181
Hu Fu , Mona Alariqi
Critical minerals like copper, lithium, cobalt, nickel, and rare earth elements form the backbone of low-carbon technologies and are central to the success of global energy transitions. Their availability and the security of their supply chains determine the scalability of renewable energy systems, electric vehicles, battery storage, and hydrogen technologies. For member countries of the International Energy Agency (IEA), which plays a pivotal role in global energy markets, ensuring resilient access to these minerals is inseparable from the broader challenge of decoupling economic growth from carbon emissions. This study examines the dynamics of energy and carbon decomposition as mechanisms for decoupling economic growth from energy-related emissions across certain IEA countries between 1995 and 2022. The analysis employs a decomposition framework that incorporates value-added carbon intensity, value-added energy intensity, and CO2 transport and storage while accounting for the enabling role of critical mineral availability. The results reveal that improvements in energy decomposition significantly strengthen the decoupling of growth from emissions, whereas increases in carbon decomposition weaken it. Similarly, higher value-added energy intensity and carbon intensity are positively associated with decoupling, while expanded CO2 transport and storage capacity tend to reduce its effectiveness. Notably, integrating into the analysis considerations related to mineral supply demonstrates that stable and diversified access to critical resources magnifies the benefits of energy decomposition while mitigating the risks that are linked to carbon intensity. These findings underscore the dual importance of policy frameworks that advance energy efficiency and decomposition and strategies that secure critical mineral supply chains to ensure clean technologies’ scalability.
铜、锂、钴、镍和稀土元素等关键矿物构成了低碳技术的支柱,对全球能源转型的成功至关重要。它们的可用性和供应链的安全性决定了可再生能源系统、电动汽车、电池存储和氢技术的可扩展性。对于在全球能源市场中发挥关键作用的国际能源署(IEA)成员国来说,确保这些矿产的弹性获取与将经济增长与碳排放脱钩这一更广泛的挑战密不可分。本研究考察了能源和碳分解的动态,作为1995年至2022年间某些IEA国家经济增长与能源相关排放脱钩的机制。该分析采用了一个分解框架,该框架结合了增值碳强度、增值能源强度、二氧化碳运输和储存,同时考虑了关键矿物可用性的促进作用。结果表明,能源分解的改善显著加强了增长与排放的脱钩,而碳分解的增加则削弱了增长与排放的脱钩。同样,高附加值的能源强度和碳强度与脱钩呈正相关,而二氧化碳运输和储存能力的扩大往往会降低其有效性。值得注意的是,将与矿物供应有关的考虑因素纳入分析表明,稳定和多样化地获得关键资源可以扩大能源分解的好处,同时减轻与碳强度有关的风险。这些发现强调了促进能源效率和分解的政策框架和确保关键矿物供应链以确保清洁技术可扩展性的战略的双重重要性。
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引用次数: 0
In situ Raman spectroscopic measurement of the 13C/12C ratio of dissolved CO2 at high temperatures and pressures: Method and implications 高温高压下溶解二氧化碳13C/12C比值的原位拉曼光谱测量:方法和意义
IF 8.9 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-10-12 DOI: 10.1016/j.gsf.2025.102180
Yuzhou Ge , Zhendong Luan , Lianfu Li , Shichuan Xi , Zengfeng Du , Xin Zhang
<div><div>Submarine hydrothermal activities release a large amount of greenhouse gases such as CO<sub>2</sub> and CH<sub>4</sub> into the ocean, influencing the global carbon cycle. Carrying out high-temperature and high-pressure hydrothermal experiments to simulate these geochemical processes is a prerequisite for clarifying the source of carbon-containing substances in the hydrothermal fluid. In situ monitoring of the change in carbon isotope composition of CO<sub>2</sub> is essential for high-temperature and high-pressure simulation experiments, but it is also a great technical challenge. In recent years, laser Raman spectroscopy has attracted wide attention as a supplementary means to mass spectrometry for measuring the <sup>13</sup>C/<sup>12</sup>C value of CO<sub>2</sub>. However, the existing research is limited to the Raman spectroscopy study of the carbon isotope composition of supercritical/liquid CO<sub>2</sub>, and there is little research on dissolved CO<sub>2</sub> in solution. In this study, we systematically studied the Raman spectral characteristics of dissolved <sup>13</sup>CO<sub>2</sub> and <sup>12</sup>CO<sub>2</sub> in the H<sub>2</sub>O ± <sup>13</sup>CO<sub>2</sub> ± <sup>12</sup>CO<sub>2</sub> system at 25–300 °C and 10–350 bar. The results show that the peak position of the Raman characteristic band of <sup>13</sup>CO<sub>2</sub> (aq) is 1367–1370 cm<sup>−1</sup>, which is 14–17 cm<sup>−1</sup> lower than that of <sup>12</sup>CO<sub>2</sub> (aq), and the full width at half maximum is 2–3 cm<sup>−1</sup> smaller than that of <sup>12</sup>CO<sub>2</sub>, which indicate the <sup>13</sup>CO<sub>2</sub> (aq) and <sup>12</sup>CO<sub>2</sub> (aq) can be identified by Raman spectroscopy. On this basis, we proposed the optimal likelihood curve fitting method (OLCF) for the first time to decompose the overlapping bands and accurately obtain the peak height ratio (H<sub>13</sub>/H<sub>12</sub>) of dissolved <sup>13</sup>CO<sub>2</sub> and <sup>12</sup>CO<sub>2</sub>. It has been shown that the G-factor ratios (G<sub>13</sub>/G<sub>12</sub>) are significantly affected by temperature and the relative content of <sup>13</sup>CO<sub>2</sub> and <sup>12</sup>CO<sub>2</sub>. Obtaining an appropriate G-factor ratio is a prerequisite for accurately determining the <sup>13</sup>C/<sup>12</sup>C of dissolved CO<sub>2</sub>. Based on the functional relationship between the H<sub>13</sub>/H<sub>12</sub> and the <sup>13</sup>C/<sup>12</sup>C, we established an empirical equation to quickly estimate the <sup>13</sup>C/<sup>12</sup>C value, thereby assisting in selecting an appropriate G-factor ratio. The calibrated G-factor can be well used to determine the <sup>13</sup>C/<sup>12</sup>C of dissolved CO<sub>2</sub> in the hydrothermal experiments with <sup>13</sup>C labelled. In-situ monitoring experiments show that the phase separation of the hydrothermal fluid hardly causes changes in the carbon isotope composition of dissolved CO<sub>2</sub>.
海底热液活动向海洋释放大量CO2、CH4等温室气体,影响全球碳循环。开展高温高压热液实验模拟这些地球化学过程是厘清热液中含碳物质来源的前提。现场监测CO2碳同位素组成的变化是高温高压模拟实验必不可少的,但也是一项巨大的技术挑战。近年来,激光拉曼光谱作为质谱法测量二氧化碳13C/12C值的补充手段受到了广泛关注。然而,现有的研究仅限于超临界/液态CO2碳同位素组成的拉曼光谱研究,对溶液中溶解CO2的研究很少。在本研究中,我们系统地研究了溶解13CO2和12CO2在H2O±13CO2±12CO2体系中,在25-300℃,10-350 bar条件下的拉曼光谱特性。结果表明,13CO2 (aq)的拉曼特征带峰位为1367 ~ 1370 cm−1,比12CO2 (aq)低14 ~ 17 cm−1,半峰全宽比12CO2小2 ~ 3 cm−1,表明13CO2 (aq)和12CO2 (aq)可以通过拉曼光谱进行识别。在此基础上,我们首次提出了最优似然曲线拟合方法(OLCF),对重叠波段进行分解,准确得到溶解13CO2和12CO2的峰高比(H13/H12)。结果表明,温度、13CO2和12CO2的相对含量对g因子比(G13/G12)有显著影响。获得合适的g因子比是准确测定溶解CO2 13C/12C的先决条件。根据H13/H12与13C/12C之间的函数关系,建立经验方程,快速估算13C/12C值,从而帮助选择合适的g因子比。标定后的g因子可以很好地用于13C标记水热实验中溶解CO2的13C/12C的测定。现场监测实验表明,热液流体的相分离对溶解CO2的碳同位素组成影响不大。而有机质(如草酸)的污染会导致热液中CO2含量升高,δ13C负向增大。
{"title":"In situ Raman spectroscopic measurement of the 13C/12C ratio of dissolved CO2 at high temperatures and pressures: Method and implications","authors":"Yuzhou Ge ,&nbsp;Zhendong Luan ,&nbsp;Lianfu Li ,&nbsp;Shichuan Xi ,&nbsp;Zengfeng Du ,&nbsp;Xin Zhang","doi":"10.1016/j.gsf.2025.102180","DOIUrl":"10.1016/j.gsf.2025.102180","url":null,"abstract":"&lt;div&gt;&lt;div&gt;Submarine hydrothermal activities release a large amount of greenhouse gases such as CO&lt;sub&gt;2&lt;/sub&gt; and CH&lt;sub&gt;4&lt;/sub&gt; into the ocean, influencing the global carbon cycle. Carrying out high-temperature and high-pressure hydrothermal experiments to simulate these geochemical processes is a prerequisite for clarifying the source of carbon-containing substances in the hydrothermal fluid. In situ monitoring of the change in carbon isotope composition of CO&lt;sub&gt;2&lt;/sub&gt; is essential for high-temperature and high-pressure simulation experiments, but it is also a great technical challenge. In recent years, laser Raman spectroscopy has attracted wide attention as a supplementary means to mass spectrometry for measuring the &lt;sup&gt;13&lt;/sup&gt;C/&lt;sup&gt;12&lt;/sup&gt;C value of CO&lt;sub&gt;2&lt;/sub&gt;. However, the existing research is limited to the Raman spectroscopy study of the carbon isotope composition of supercritical/liquid CO&lt;sub&gt;2&lt;/sub&gt;, and there is little research on dissolved CO&lt;sub&gt;2&lt;/sub&gt; in solution. In this study, we systematically studied the Raman spectral characteristics of dissolved &lt;sup&gt;13&lt;/sup&gt;CO&lt;sub&gt;2&lt;/sub&gt; and &lt;sup&gt;12&lt;/sup&gt;CO&lt;sub&gt;2&lt;/sub&gt; in the H&lt;sub&gt;2&lt;/sub&gt;O ± &lt;sup&gt;13&lt;/sup&gt;CO&lt;sub&gt;2&lt;/sub&gt; ± &lt;sup&gt;12&lt;/sup&gt;CO&lt;sub&gt;2&lt;/sub&gt; system at 25–300 °C and 10–350 bar. The results show that the peak position of the Raman characteristic band of &lt;sup&gt;13&lt;/sup&gt;CO&lt;sub&gt;2&lt;/sub&gt; (aq) is 1367–1370 cm&lt;sup&gt;−1&lt;/sup&gt;, which is 14–17 cm&lt;sup&gt;−1&lt;/sup&gt; lower than that of &lt;sup&gt;12&lt;/sup&gt;CO&lt;sub&gt;2&lt;/sub&gt; (aq), and the full width at half maximum is 2–3 cm&lt;sup&gt;−1&lt;/sup&gt; smaller than that of &lt;sup&gt;12&lt;/sup&gt;CO&lt;sub&gt;2&lt;/sub&gt;, which indicate the &lt;sup&gt;13&lt;/sup&gt;CO&lt;sub&gt;2&lt;/sub&gt; (aq) and &lt;sup&gt;12&lt;/sup&gt;CO&lt;sub&gt;2&lt;/sub&gt; (aq) can be identified by Raman spectroscopy. On this basis, we proposed the optimal likelihood curve fitting method (OLCF) for the first time to decompose the overlapping bands and accurately obtain the peak height ratio (H&lt;sub&gt;13&lt;/sub&gt;/H&lt;sub&gt;12&lt;/sub&gt;) of dissolved &lt;sup&gt;13&lt;/sup&gt;CO&lt;sub&gt;2&lt;/sub&gt; and &lt;sup&gt;12&lt;/sup&gt;CO&lt;sub&gt;2&lt;/sub&gt;. It has been shown that the G-factor ratios (G&lt;sub&gt;13&lt;/sub&gt;/G&lt;sub&gt;12&lt;/sub&gt;) are significantly affected by temperature and the relative content of &lt;sup&gt;13&lt;/sup&gt;CO&lt;sub&gt;2&lt;/sub&gt; and &lt;sup&gt;12&lt;/sup&gt;CO&lt;sub&gt;2&lt;/sub&gt;. Obtaining an appropriate G-factor ratio is a prerequisite for accurately determining the &lt;sup&gt;13&lt;/sup&gt;C/&lt;sup&gt;12&lt;/sup&gt;C of dissolved CO&lt;sub&gt;2&lt;/sub&gt;. Based on the functional relationship between the H&lt;sub&gt;13&lt;/sub&gt;/H&lt;sub&gt;12&lt;/sub&gt; and the &lt;sup&gt;13&lt;/sup&gt;C/&lt;sup&gt;12&lt;/sup&gt;C, we established an empirical equation to quickly estimate the &lt;sup&gt;13&lt;/sup&gt;C/&lt;sup&gt;12&lt;/sup&gt;C value, thereby assisting in selecting an appropriate G-factor ratio. The calibrated G-factor can be well used to determine the &lt;sup&gt;13&lt;/sup&gt;C/&lt;sup&gt;12&lt;/sup&gt;C of dissolved CO&lt;sub&gt;2&lt;/sub&gt; in the hydrothermal experiments with &lt;sup&gt;13&lt;/sup&gt;C labelled. In-situ monitoring experiments show that the phase separation of the hydrothermal fluid hardly causes changes in the carbon isotope composition of dissolved CO&lt;sub&gt;2&lt;/sub&gt;. ","PeriodicalId":12711,"journal":{"name":"Geoscience frontiers","volume":"17 1","pages":"Article 102180"},"PeriodicalIF":8.9,"publicationDate":"2025-10-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145361145","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Carbon enrichment processes in the oceanic upper mantle preserved in peridotites from Sal Island (Cape Verde) 佛得角萨尔岛橄榄岩中海洋上地幔的碳富集过程
IF 8.9 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-10-08 DOI: 10.1016/j.gsf.2025.102179
Andrea Maffeis , Maria Luce Frezzotti , Rosario Esposito , Marco G. Malusà , Alessandro Aiuppa , Andrea Luca Rizzo , Simona Ferrando
This study investigates the petrological and metasomatic processes that lead to carbon enrichment in peridotites from Sal Island, Cape Verde. Geochemical and mineralogical analyses reveal a heterogeneous lithospheric mantle, consisting of harzburgites showing ultrarefractory compositions indicative of 20 %–40 % melting degrees, as well as fertile spinel lherzolites. Evidence of metasomatism is demonstrated by the formation of reaction coronae around dissolving orthopyroxene, consisting of olivine, clinopyroxene, spinel, and interstitial phonolitic glass, together with trachytic/phonolitic glass + carbonate (calcite, aragonite, and dolomite) microveins associated with CO2 fluid-rich melt inclusions (Type I and II) cutting through olivine and orthopyroxene. The widely differing proportions of silicate and carbonate components in inclusions likely reflect heterogeneous trapping of melt/fluid and degassing CO2. Thermobarometric data indicate equilibration temperatures from 950 to 1060 °C in harzburgites and up to 1200 °C for reaction coronas in harzburgites and lherzolites, with pressures reaching the aragonite stability field (∼2.2–3.5 GPa, or 66–106 km depth). These observations indicate the infiltration at the base of the lithosphere of a silicate-carbonate melt enriched in alkalies, Al, and volatiles (Cl, S, F, N, P). In microveins, the silicate glass composition (e.g., K and Ti content) is consistent with experimental partial melts derived from carbonated sediments with a minor addition of a carbonated eclogite. Enrichments in major and trace elements in clinopyroxene in harzburgites and lherzolites suggest at least two significant metasomatic events involving alkali-rich silicate-carbonate melts at the base of the lithosphere, and CO2-rich fluid, alkali-rich silicate melts in the deep lithosphere, close to pressure conditions of the carbonate ledge. The introduction of recycled carbon into the upper mantle beneath the Cape Verde archipelago likely occurred during the multiple subduction events that affected the region in the half a billion years leading to the Pangea assembly. Major mobilisation of crustal components, generation of carbonate-rich melts, and subsequent lithospheric metasomatism were triggered by the Oligocene thermal perturbation associated with the Cape Verde mantle plume.
本文研究了佛得角萨尔岛橄榄岩中导致碳富集的岩石学和交代过程。地球化学和矿物学分析揭示了一个非均质岩石圈地幔,由超难熔成分表明熔度为20% - 40%的黑根岩和肥沃的尖晶石橄榄岩组成。交代作用的证据是在溶解的正辉石周围形成的反应日冕,由橄榄石、斜辉石、尖晶石和间隙的声纹岩玻璃组成,以及粗溶/声纹岩玻璃+碳酸盐(方解石、文石和白云石)微脉,这些微脉与富CO2流体的熔融包裹体(I型和II型)相关联,穿过橄榄石和正辉石。包裹体中硅酸盐和碳酸盐组分的比例差异很大,可能反映了熔体/流体的非均匀捕获和脱气CO2。热气压测量数据表明,在黑子土中,平衡温度为950至1060°C,在黑子土和橄榄岩中,反应日冕高达1200°C,压力达到文石稳定场(~ 2.2-3.5 GPa,或66-106 km深度)。这些观测结果表明,岩石圈底部渗透着富含碱、铝和挥发物(Cl、S、F、N、P)的硅酸盐-碳酸盐熔体。在微脉中,硅酸盐玻璃成分(例如,K和Ti含量)与来自碳酸化沉积物的实验部分熔体一致,并添加了少量碳酸化榴辉岩。斜辉石中主要元素和微量元素的富集表明,岩石圈底部的富碱硅酸盐-碳酸盐熔体和岩石圈深处的富co2流体、富碱硅酸盐熔体至少发生了两次重要的交代事件,接近碳酸盐岩壁架的压力条件。佛得角群岛下的上地幔中循环碳的引入可能发生在5亿年间影响该地区的多次俯冲事件中,这些事件导致了盘古大陆的形成。与佛得角地幔柱相关的渐新世热扰动引发了地壳成分的主要动员、富含碳酸盐的熔体的产生以及随后的岩石圈交代作用。
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引用次数: 0
Modelling 4.5 billion years of Earth’s thermal evolution: Insights from core-mantle coupling, lithospheric viscosity, grain-size-dependent rheology, and surface boundary conditions 模拟45亿年的地球热演化:从地核-地幔耦合、岩石圈粘度、颗粒大小依赖的流变学和表面边界条件的见解
IF 8.9 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-10-08 DOI: 10.1016/j.gsf.2025.102173
Petar Glišović , Alexander Braun
<div><div>We investigate Earth’s evolution through thermally coupled core-mantle models spanning 4.5 billion years. These models employ a spherical pseudo-spectral approach to solve the conservation equations for mass, momentum, and energy within a compressible, self-gravitating mantle. The methodology incorporates time-dependent treatments for core-mantle coupling, dislocation and diffusion creep mechanisms, internal heating, and thermal conductivity. Using 3-D numerical simulations, we evaluate the sensitivity of mantle cooling, viscosity structure, and inner-core growth to variations in lithospheric viscosity, diffusion viscosity, mechanical surface boundary conditions, and initial core-mantle boundary and core liquidus temperatures. Results underscore the central role of lithospheric viscosity, particularly near an effective value of ∼10<sup>22</sup> <span><math><mrow><mtext>Pa</mtext><mo>·</mo><mtext>s</mtext></mrow></math></span>, in producing a mantle cooling pattern consistent with petrological constraints, characterized by net warming prior to ∼3 billion years ago (Ga) followed by long-term cooling, as predicted by low-Urey-ratio thermal evolution models. Notably, one model with lithospheric viscosity allowed to vary between 10<sup>18</sup> and 10<sup>24</sup> <span><math><mrow><mtext>Pa</mtext><mo>·</mo><mtext>s</mtext></mrow></math></span> exhibits nonlinear rheological feedbacks that trigger an early-stage thermal rebound. This behavior results from a relatively abrupt increase in lithospheric viscosity which redirects the mantle onto a sustained warming trajectory that departs from the expected monotonic cooling. This example also demonstrates how nonlinear parameter interactions can produce non-monotonic thermal evolution. However, lithospheric viscosity alone cannot fully account for present-day observations of heat flux, inner-core radius, and depth-dependent viscosity profiles. We find that varying the activation enthalpy ratio for grain-growth-controlled diffusion viscosity modifies the radial viscosity structure while leaving the overall cooling pattern intact. Furthermore, surface boundary conditions permitting viscous coupling between rigid surface plates and underlying mantle flow — specifically in our plate-like (PL) model — yield the most acceptable mantle cooling rates and dynamic evolution. This PL configuration also facilitates more realistic coupling between surface kinematics and internal convection, allowing plate velocities to emerge from the flow dynamics rather than being imposed. The PL model exhibits patterns which are similar to independently estimated present-day mantle viscosity profiles, including features such as the lithosphere-asthenosphere gradient and the viscosity jump at the 660 km discontinuity. The PL model also exhibits persistent large-scale lateral temperature anomalies, consistent with previous billion-year convection studies, and illustrates how plate-like surface coupling promotes the emergenc
我们通过45亿年的地核-地幔热耦合模型来研究地球的演化。这些模型采用球面伪谱方法来求解可压缩自引力地幔内的质量、动量和能量守恒方程。该方法结合了核心-地幔耦合、位错和扩散蠕变机制、内部加热和导热性的时间相关处理。通过三维数值模拟,我们评估了地幔冷却、黏度结构和内核生长对岩石圈黏度、扩散黏度、机械表面边界条件、初始核幔边界和岩心液体温度变化的敏感性。结果强调了岩石圈粘度的核心作用,特别是在有效值为~ 1022 Pa·s附近,在产生与岩石学约束相一致的地幔冷却模式中,其特征是在~ 30亿年前(Ga)之前的净变暖,随后是长期冷却,正如低尿素比热演化模型所预测的那样。值得注意的是,一个岩石圈粘度允许在1018到1024pa·s之间变化的模型显示出非线性流变反馈,引发早期热反弹。这种行为是由于岩石圈粘度的相对突然增加,使地幔重新进入持续变暖的轨道,而不是预期的单调冷却。这个例子还说明了非线性参数相互作用如何产生非单调热演化。然而,岩石圈粘度本身并不能完全解释当前观测到的热通量、内核半径和与深度相关的粘度分布。我们发现,改变晶粒生长控制扩散粘度的激活焓比改变了径向粘度结构,同时保持了整体冷却模式不变。此外,表面边界条件允许刚性表面板块和底层地幔流之间的粘性耦合-特别是在我们的类板块(PL)模型中-产生最可接受的地幔冷却速率和动态演化。这种PL配置还促进了表面运动学和内部对流之间更现实的耦合,允许板速度从流动动力学中产生,而不是强加。PL模型显示的模式与独立估计的现今地幔粘度剖面相似,包括岩石圈-软流圈梯度和660 km不连续处的粘度跳变等特征。PL模式还显示出持续的大尺度横向温度异常,与之前的十亿年对流研究一致,并说明了板状表面耦合如何促进半球尺度非均质性的出现和维持。研究结果证实了初始核幔边界温度和内核边界的液相温度对内核生长速率有显著影响。为了隔离地核初始热状态的影响,我们采用了简化的初始化方法,将流体温度设为0时的核幔边界温度,此条件仅在初始化时施加。对于PL模型,初始化CMB温度和内核液相温度在5600 K时优化了当前内核半径的预测,并表明内核开始于2.0 - 1.5 Ga左右,与先前的独立估计一致。本研究强调,对地球核心-地幔热动力学历史的稳健建模需要仔细校准岩石圈粘度和粒度敏感的地幔粘度、表面边界动力学以及CMB和核心液相的初始温度。所有的模型预测都是基于经验的,并根据一系列广泛的观测约束进行评估。这些发现为完善板块构造开始时间和地幔与地核耦合演化的约束条件提供了框架,同时使系统评价系统参数、初始和表面边界条件以及它们在整个地球历史中的相互作用成为可能。
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引用次数: 0
Hydrochemistry and multi-isotopes for interpreting formation mechanisms of different-type geothermal waters in the Cuona-Woka Rift, southern Tibetan Plateau
IF 8.9 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-10-08 DOI: 10.1016/j.gsf.2025.102170
Xingcheng Yuan , Yunhui Zhang , Jinhang Huang , Zhonghe Pang , Haoqing Huang , Weibing Wang , Ying Wang , Ming Chang , Marco Taussi , Lisheng Wang
High-temperature geothermal activities are widely distributed in rift tectonic zones, where significant volumes of geothermal waters with diverse hydrochemical characteristics are exposed. However, it is still unclear whether these geothermal waters have different formation mechanisms, which hinders the efficient exploitation and utilization of geothermal resources. Hence, this study investigates 41 geothermal water samples from the Cuona-Woka Rift (CWR) on the Tibetan Plateau to elucidate their hydrogeochemical evolutions and formation mechanisms. These geothermal waters are distributed along normal faults (N–S) and thrust faults (E–W), with discharge temperatures ranging from 34.0 to 85.5 °C. Self-organizing map classification identifies three distinct hydrochemical groups: Group 1 (Cl-Na and Cl·HCO3-Na), Group 2 (HCO3·Cl-Na), and Group 3 (SO4·Cl-Ca·Na). The δD and δ18O values indicate that meteoric and snow-melt waters are the dominant recharge sources for geothermal waters, with magmatic water contributions ranging from 18 % to 24 % (Group 1) and 12 % to 21 % (Group 2). The hydrochemical composition is primarily controlled by silicate and carbonate mineral dissolution, gypsum leaching, and cation exchange, with a higher contribution rate than the mixing of magmatic waters. All geothermal waters originate from the same deep sources, with Groups 2 and 3 undergoing mixing with 68 %–88 % and 57 %–70 % shallow cold groundwater, respectively. The significantly enriched trace alkali elements (Li, Rb, and Cs) in Group 1 are attributed to the input of crustal magma melts. Deep reservoir temperatures are estimated at 251–270 °C (Group 1), 226–229 °C (Group 2), and 189–194 °C (Group 3) based on empirical chemical geothermometers, silica-enthalpy mixing model, and geothermometric modeling. The maximum circulation depths are 4.8–5.2 km, 4.3–4.4 km, and 3.5–3.6 km, respectively. Three genesis conceptual models controlled by rift structures are proposed: melt intrusion heating type, hot–cold mixing heating type, and steam heating type. These findings will enhance the understanding of the origin of rift-type geothermal waters and provide valuable insights for the global exploitation and utilization of high-temperature geothermal resources.
高温地热活动广泛分布于裂谷构造带,暴露出大量具有不同水化学特征的地热水。然而,这些地热水是否有不同的形成机制尚不清楚,这阻碍了地热资源的有效开发利用。这些地热水沿正断层(N-S)和逆冲断层(E-W)分布,排放温度为34.0 ~ 85.5℃。自组织图谱分类确定了三个不同的水化学组:第1组(Cl-Na和Cl·HCO3-Na),第2组(HCO3·Cl-Na)和第3组(SO4·Cl- ca·Na)。δD和δ18O值表明,大气降水和融雪水是地热水的主要补给源,岩浆水对地热水的贡献分别为18% ~ 24%(组1)和12% ~ 21%(组2)。水化学组成主要受硅酸盐和碳酸盐矿物溶解、石膏浸出和阳离子交换控制,贡献率高于岩浆水的混合作用。所有地热水都来自同一深层水源,第2组和第3组分别与68% - 88%和57% - 70%的浅层低温地下水混合。第1组微量碱元素(Li、Rb、Cs)的富集与地壳岩浆熔体的输入有关。基于经验化学地温计、硅-焓混合模型和地热模型,深层储层温度分别为251-270℃(组1)、226-229℃(组2)和189-194℃(组3)。最大环流深度分别为4.8 ~ 5.2 km、4.3 ~ 4.4 km和3.5 ~ 3.6 km。提出了受裂谷构造控制的三种成因概念模型:熔体侵入加热型、冷热混合加热型和蒸汽加热型。这些发现将进一步加深对裂谷型地热水成因的认识,为全球高温地热资源的开发利用提供有价值的见解。
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引用次数: 0
Spatiotemporal analysis of the FWI over Europe and North Africa: Historical trends and climate projections under RCP4.5 and RCP8.5 欧洲和北非FWI的时空分析:RCP4.5和RCP8.5下的历史趋势和气候预估
IF 8.9 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-10-07 DOI: 10.1016/j.gsf.2025.102178
Fabio Di Nunno, Francesco Granata
Wildfires represent an escalating environmental threat across Europe and North Africa, increasingly exacerbated by climate-driven shifts in temperature, precipitation, and drought patterns. However, there is still limited large-scale, methodologically consistent research that simultaneously assesses historical patterns and future projections of fire danger across these regions, particularly in terms of both frequency and duration of risk under different climate scenarios. This study addresses this gap by providing a high-resolution, spatiotemporal assessment of fire weather conditions, with the aim of offering critical insights to support climate-adaptive fire management strategies, extended preparedness frameworks, and the integration of future fire weather projections into land-use and risk governance policies. To achieve this, we investigate historical (1979–2021) and projected (2000–2098) trends in fire danger using the Canadian Fire Weather Index (FWI), based on ERA5 reanalysis data and outputs from five Global Climate Models (GCMs) under RCP4.5 and RCP8.5 scenarios. Over 50,000 land grid cells were analyzed to assess the frequency and duration of six FWI danger classes. Different metrics were used to quantify the agreement between historical reanalysis data and GCM outputs, while the Seasonal Kendall (SK) test was applied to detect trends. Results reveal a substantial decline in the duration of the very low FWI class, from 36 to 23 months, and significant increases in both the duration and frequency of the extreme FWI class, reaching up to 6.38 months and 14.42% under the RCP8.5 scenario. Correlation coefficients exceed 0.8 across much of Southern Europe and North Africa, indicating strong temporal agreement. Trend analyses reveal statistically significant increases in fire danger across southern latitudes, while Northern Europe shows mixed or decreasing trends. These findings project a dramatic intensification and expansion of fire-prone conditions, particularly under high-emission scenarios.
野火对整个欧洲和北非的环境威胁不断升级,气候驱动的温度、降水和干旱模式的变化日益加剧了这种威胁。然而,同时评估这些地区火灾危险的历史模式和未来预测的大规模、方法一致的研究仍然有限,特别是在不同气候情景下风险的频率和持续时间方面。本研究通过提供火灾天气条件的高分辨率时空评估来解决这一差距,旨在为支持气候适应性火灾管理战略、扩展准备框架以及将未来火灾天气预测整合到土地利用和风险治理政策中提供关键见解。为了实现这一目标,我们基于ERA5再分析数据和五个全球气候模式(GCMs)在RCP4.5和RCP8.5情景下的输出,利用加拿大火灾天气指数(FWI)调查了历史(1979-2021)和预测(2000-2098)的火灾危险趋势。研究人员对超过50,000个陆地电网单元进行了分析,以评估六种FWI危险级别的频率和持续时间。使用不同的指标来量化历史再分析数据与GCM输出之间的一致性,而使用季节性肯德尔(SK)检验来检测趋势。结果显示,极低FWI等级的持续时间从36个月大幅下降至23个月,而极端FWI等级的持续时间和频率均显著增加,在RCP8.5情景下达到6.38个月和14.42%。在南欧和北非的大部分地区,相关系数超过0.8,表明具有很强的时间一致性。趋势分析显示,在统计上,南纬地区的火灾危险显著增加,而北欧则呈现混合趋势或下降趋势。这些发现预测了火灾易发条件的急剧加剧和扩大,特别是在高排放情景下。
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