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Paleoenvironmental and tectonic evolution of the Salt Range Formation (Salt Range, Western Himalayas, Pakistan): Inference from geochemical characteristics 巴基斯坦西喜马拉雅盐岭古环境与构造演化:地球化学特征的推断
IF 2 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-06-01 Epub Date: 2026-02-12 DOI: 10.1016/j.sesci.2026.100291
Waseem Khan , Wang Licheng , Salman Ahmed Khattak , Malik Muhammad Saud Sajid Khan , Junaid Ur Rehman
The Salt Range Formation (SRF) of the western Himalaya in Pakistan provides key information about the late Neoproterozoic (terminal Ediacaran) period, offering clues for understanding the paleoclimate, origin, and tectonic evolution of the northwestern Indian margin, that has not been thoroughly studied. This study integrates field observations and geochemical analyses from six representative stratigraphic sections across the Salt Range, Pakistan. The sandstones of the SRF are compositionally immature, indicated by their SiO2 and Al2O3 contents, ranging from 44.36 to 61.35 wt.% (average 53.75 wt.%) and 11.7–19.42 wt.% (average 14.46 wt.%), respectively. The Cr/Th ratios (range 3.09–25.52; average 7.02) suggests that the provenance is dominantly influenced by felsic to intermediate continental rocks, with a minor mafic component and limited sedimentary recycling. Weathering indices, including PIA (46.13–98.14 average 78.73) and CIA (45.61–75.89, average 60.24), indicate moderate chemical weathering under semiarid climatic conditions, consistent with evaporite deposition in arid to semiarid environments. The provenance data suggest that the source terrains were relatively proximal, indicating sedimentation in an active tectonic setting. Tectonic reconstructions point to deposition along an evolving active continental margin, which progressively transitioned toward continental collision. This finding sharply contrasts with the traditionally held view of a terminal-Ediacaran passive margin along the northwestern margin of the Indian Plate. Collectively, these finding provide significant new constraints on sediment dispersal, paleoclimate evolution, and tectonic reorganization in northern Gondwana during this pivotal interval in Earth's history.
巴基斯坦西喜马拉雅盐岭组(SRF)提供了新元古代晚期(末埃迪卡拉纪)的重要信息,为了解印度西北部边缘的古气候、起源和构造演化提供了线索,而这些研究尚未深入。本研究综合了来自巴基斯坦盐岭六个代表性地层剖面的实地观测和地球化学分析。砂岩的SiO2和Al2O3含量分别为44.36 ~ 61.35 wt.%(平均53.75 wt.%)和11.7 ~ 19.42 wt.%(平均14.46 wt.%),属于未成熟砂岩。Cr/Th比值(范围3.09 ~ 25.52,平均7.02)表明物源主要受长英质至中陆相岩石的影响,基性成分较少,沉积再循环作用有限。PIA(46.13 ~ 98.14,平均78.73)和CIA(45.61 ~ 75.89,平均60.24)显示半干旱气候条件下的中度化学风化,与干旱~半干旱环境下的蒸发岩沉积相一致。物源资料表明物源地形相对近端,表明其沉积处于活动构造环境。构造重建表明,沉积沿着一个演化的活动大陆边缘,逐渐过渡到大陆碰撞。这一发现与传统上认为沿印度板块西北缘存在埃迪卡拉纪末被动边缘的观点形成鲜明对比。总的来说,这些发现为冈瓦纳北部在地球历史上这一关键时期的沉积物扩散、古气候演化和构造重组提供了重要的新限制。
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引用次数: 0
Control of mechanical stratification on stress localization in a shallow magma plumbing system containing a pre-existing fracture: Findings from thermo-mechanical, visco-plastic models 机械分层对含有裂缝的浅层岩浆管道系统应力局部化的控制:来自热力学、粘塑性模型的发现
IF 2 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-06-01 Epub Date: 2026-02-12 DOI: 10.1016/j.sesci.2026.100292
Pallab Jyoti Hazarika , Amiya Baruah , Ritabrata Dasgupta , Nibir Mandal
Shallow magma chamber hosted in mechanically heterogeneous crustal segments often contain pre-existing fracture (PEF), which can influence the nucleation and growth of dikes due to magma excess pressure (Pe). Employing thermo-mechanical finite element models using visco-plastic rheology, this study investigates how Pe and competency contrast (Cr) between the crustal layers control stress localization, yield strength distribution, and ground displacement for different chamber temperatures (Tc). We show that condition with higher Pe and Cr, enhance tensile stress localization around the chamber flanks and near PEF tips, amplifying mechanical interaction between such zones. FE model results obtained with high Cr (=1:20) condition produce uneven stress distribution between the layers with contrasting stiffness and develops potential zone for dike deflection. This agrees with the analysis of elastic mismatch parameter (αD), which increases by up to ∼36 % when Cr is increased from 1:5 to 1:20. PEF lowers the yield strength near the chamber tip and along the chamber-facing side of the PEF, and such low yield zones widen progressively with increasing Pe and Cr. We show that vertical ground displacements amplify with increasing Tc and Pe, which hold an inverse relation with Cr. Calculated stored strain energy (U0) from the model results are utilized to evaluate the strike dimensions of feeder dikes, showing an increasing trend with an increase in Pe. Finally, we present a comparison between the modelled ground displacements and observations from the Campi Flegrei caldera (Italy), which shows a good agreement between the modelled and natural surface uplift magnitudes.
位于机械非均质壳段的浅层岩浆房通常含有预先破裂(PEF),岩浆超压(Pe)会影响岩脉的成核和生长。本研究采用粘塑性流变的热力学有限元模型,研究了不同温度下地壳层间Pe和能力对比(Cr)如何控制应力局部化、屈服强度分布和地面位移。研究表明,较高Pe和Cr的条件增强了腔室侧翼周围和PEF尖端附近的拉应力局部化,放大了这些区域之间的机械相互作用。在高Cr(=1:20)条件下得到的有限元模型结果表明,不同刚度层之间的应力分布不均匀,形成了岩脉挠曲的潜在区。这与弹性失配参数(αD)的分析一致,当Cr从1:5增加到1:20时,αD增加了约36%。PEF降低了靠近室尖和PEF面向室侧的屈服强度,并且随着Pe和Cr的增加,低屈服区逐渐扩大。垂直地面位移随Tc和Pe的增加而增大,与Cr呈反比关系。利用模型计算的存储应变能(U0)来评价给料墙的走向尺寸,随Pe的增加而增大。最后,我们将模拟的地表位移与Campi Flegrei火山口(意大利)的观测结果进行了比较,结果表明模拟的地表隆起幅度与自然地表隆起幅度非常吻合。
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引用次数: 0
Geochemistry and Sr-Nd-Pb isotope systematics of Pleistocene Adakites at Los Espinos Volcano (Mexico) and implications for the volcanic plumbing system of a small-volume volcano 墨西哥Los Espinos火山更新世埃达克岩地球化学、Sr-Nd-Pb同位素系统及其对小体积火山管道系统的启示
IF 2 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-06-01 Epub Date: 2026-02-12 DOI: 10.1016/j.sesci.2026.100290
Boris Chako-Tchamabé , Bodo Weber , Jhoanna Silis-Esquivel , Ana Teresa Mendoza Rosas , Merlin Gountié Dedzo , Eric Martial Fozing
This research investigates the origin and relationship between adakites and non-adakitic magmas found at Los Espinos Volcano (LEV), situated within the Michoacán-Guanajuato Volcanic Field (MGVF) in Mexico. LEV consists of a younger phreatomagmatic tuff cone (LETC) with adakitic features, overlaying two pre-tuff cone units (PTC) made of a lava flow and a scoria cone remnant, both of calc-alkaline composition. The primary objective is to assess whether the shift from calc-alkaline to adakitic compositions results from the development of a crustal magma reservoir beneath the volcano or from broader tectonic processes, such as crustal thickening during the late Miocene to Quaternary periods. The findings indicate that the magmatic source for the PTC and LETC is a metasomatized mantle wedge. High Sr/Y ratios (>40), La/Yb values (7.2–9.9), and Mg# (33–35), along with the isotopic signatures (87Sr/86Sr: 0.70335–0.70415; 143Nd/144Nd: 0.51278–0.51299; 206Pb/204Pb: 18.508–18.666; 207Pb/204Pb: 15.510–15.559; 208Pb/204Pb: 38.109–38.321) collectively support the interpretation that the adakitic magmas were generated through the mixing between the early calc-alkaline magma and melted lower crust, previously metamorphosed to granulite facies possibly through sustained magmatic underplating and thermal metamorphism from ongoing basaltic magma influx at the base of the crust. The temporal and compositional variations observed in the erupted products indicate that LEV experienced multiple eruptive events, with a significant repose period between the PTC and LETC activities, highlighting the complexity and possible polygenetic nature of this small-volume volcano.
本研究调查了位于墨西哥Michoacán-Guanajuato火山场(MGVF)内的Los Espinos火山(LEV)发现的埃达岩和非埃达岩岩浆的起源和关系。LEV由一个具有钙碱性特征的较年轻的呼吸岩浆凝灰岩锥(LETC)组成,覆盖两个由熔岩流和火山渣锥残余组成的前凝灰岩锥单元(PTC)。主要目的是评估从钙碱性到埃达质成分的转变是由于火山下地壳岩浆储层的发育,还是由于更广泛的构造过程,如中新世晚期到第四纪的地壳增厚。研究结果表明,东、西地幔的岩浆源为交代地幔楔。高Sr/Y比值(>40), La/Yb值(7.2 ~ 9.9),Mg#(33 ~ 35),同位素特征(87Sr/86Sr: 0.70335 ~ 0.70415; 143Nd/144Nd: 0.51278 ~ 0.51299; 206Pb/204Pb: 18.508 ~ 18.666; 207Pb/204Pb: 15.510 ~ 15.559;208Pb/204Pb: 38.109-38.321)共同支持了阿达基岩浆是由早期钙碱性岩浆与熔融下地壳混合形成的,可能是由于地壳底部持续的岩浆底沉积和玄武岩浆流入的热变质作用而变质为麻粒岩相的解释。喷发产物的时间和成分变化表明,LEV经历了多次喷发事件,在PTC和LETC活动之间有一个明显的休止期,突出了这座小体积火山的复杂性和可能的多成因性质。
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引用次数: 0
Linear error propagation and Monte Carlo simulation for MC-ICP-MS neodymium isotope ratios uncertainty analysis MC-ICP-MS钕同位素比不确定度分析的线性误差传播和蒙特卡罗模拟
IF 2 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-03-01 Epub Date: 2026-02-05 DOI: 10.1016/j.sesci.2026.100287
Tianyu Zhang , Qichao Yang , Haiou Gu , Dongyong Li
This study presents a comprehensive framework for uncertainty estimation in Nd isotope ratio analysis using both linear error propagation and Monte Carlo simulation. The developed model explicitly incorporates uncertainties from key analytical procedures—including baseline subtraction, isobaric interference correction, and exponential law mass fractionation normalization—providing more accurate theoretical precision limits. For the internally normalized 143Nd/144Nd ratio, predicted cycle-level uncertainties show excellent agreement with measured values, validating the accuracy of both approaches. Evaluation of two interference correction strategies—the natural 147Sm/144Sm ratio method and the iterative method—reveals that both yield comparable uncertainties when 147Sm/144Nd is below ∼5 × 10−3. Uncertainty in Nd isotope ratios exhibits a strong inverse dependence on beam intensity, with Johnson noise dominating below a 144Nd intensity threshold of ∼0.2 V and counting statistics prevailing at higher intensities. This threshold offers a clear criterion for selecting a 1013 Ω amplifier resistor to improve precision in low-signal regimes. Furthermore, baseline correction is shown to introduce Johnson noise derived uncertainty, with a more pronounced effect at lower beam intensities; our results provide specific guidance on baseline cycle number needed to control this contribution under different signal conditions. Monte Carlo simulations demonstrate robust performance when using at least 5 × 104 cycles per simulation, achieving results within 1 % of linear propagation estimates while maintaining computational efficiency (∼1.5 s/simulation). External reproducibility is primarily governed by Johnson noise and counting statistics, with secondary factors such as mass bias variations in the mass spectrometer contributing ∼10 % to the total measured external uncertainty. Finally, we demonstrate that diluting sample solution increases analytical uncertainty, especially at lower sample amounts, despite longer measurement times, whereas concentrating sample solution improves precision provided sample consumption during signal stabilization is accounted for. These findings provide a practical foundation for optimizing precision in Nd isotope analysis via uncertainty model based experimental design.
本文采用线性误差传播和蒙特卡罗模拟,提出了Nd同位素比分析中不确定性估计的综合框架。开发的模型明确地纳入了关键分析程序的不确定性-包括基线减法,等压干涉校正和指数律质量分馏归一化-提供了更准确的理论精度极限。对于内部归一化的143Nd/144Nd比值,预测的周期水平不确定度与实测值非常吻合,验证了两种方法的准确性。对两种干涉校正策略(自然147Sm/144Sm比值法和迭代法)的评估表明,当147Sm/144Nd低于~ 5 × 10−3时,这两种方法产生的不确定性相当。Nd同位素比率的不确定性与光束强度呈强烈的反比关系,Johnson噪声在144Nd强度阈值(~ 0.2 V)以下占主导地位,计数统计在更高强度下占主导地位。该阈值为选择1013 Ω放大电阻提供了明确的标准,以提高低信号状态下的精度。此外,基线校正被证明会引入约翰逊噪声衍生的不确定性,在较低的光束强度下影响更明显;我们的结果提供了在不同信号条件下控制这种贡献所需的基线周期数的具体指导。当每次模拟使用至少5 × 104个周期时,蒙特卡罗模拟显示出稳健的性能,在保持计算效率(~ 1.5 s/模拟)的同时,在1%的线性传播估计范围内实现结果。外部可重复性主要由约翰逊噪声和计数统计控制,次要因素如质谱仪中的质量偏差变化对测量的总外部不确定度贡献约10%。最后,我们证明,尽管测量时间较长,但稀释样品溶液会增加分析不确定度,特别是在样品数量较低时,而浓缩样品溶液可以提高精度,前提是考虑到信号稳定期间的样品消耗。这些发现为基于不确定模型的实验设计优化Nd同位素分析精度提供了实践基础。
{"title":"Linear error propagation and Monte Carlo simulation for MC-ICP-MS neodymium isotope ratios uncertainty analysis","authors":"Tianyu Zhang ,&nbsp;Qichao Yang ,&nbsp;Haiou Gu ,&nbsp;Dongyong Li","doi":"10.1016/j.sesci.2026.100287","DOIUrl":"10.1016/j.sesci.2026.100287","url":null,"abstract":"<div><div>This study presents a comprehensive framework for uncertainty estimation in Nd isotope ratio analysis using both linear error propagation and Monte Carlo simulation. The developed model explicitly incorporates uncertainties from key analytical procedures—including baseline subtraction, isobaric interference correction, and exponential law mass fractionation normalization—providing more accurate theoretical precision limits. For the internally normalized <sup>143</sup>Nd/<sup>144</sup>Nd ratio, predicted cycle-level uncertainties show excellent agreement with measured values, validating the accuracy of both approaches. Evaluation of two interference correction strategies—the natural <sup>147</sup>Sm/<sup>144</sup>Sm ratio method and the iterative method—reveals that both yield comparable uncertainties when <sup>147</sup>Sm/<sup>144</sup>Nd is below ∼5 × 10<sup>−3</sup>. Uncertainty in Nd isotope ratios exhibits a strong inverse dependence on beam intensity, with Johnson noise dominating below a <sup>144</sup>Nd intensity threshold of ∼0.2 V and counting statistics prevailing at higher intensities. This threshold offers a clear criterion for selecting a 10<sup>13</sup> Ω amplifier resistor to improve precision in low-signal regimes. Furthermore, baseline correction is shown to introduce Johnson noise derived uncertainty, with a more pronounced effect at lower beam intensities; our results provide specific guidance on baseline cycle number needed to control this contribution under different signal conditions. Monte Carlo simulations demonstrate robust performance when using at least 5 × 10<sup>4</sup> cycles per simulation, achieving results within 1 % of linear propagation estimates while maintaining computational efficiency (∼1.5 s/simulation). External reproducibility is primarily governed by Johnson noise and counting statistics, with secondary factors such as mass bias variations in the mass spectrometer contributing ∼10 % to the total measured external uncertainty. Finally, we demonstrate that diluting sample solution increases analytical uncertainty, especially at lower sample amounts, despite longer measurement times, whereas concentrating sample solution improves precision provided sample consumption during signal stabilization is accounted for. These findings provide a practical foundation for optimizing precision in Nd isotope analysis via uncertainty model based experimental design.</div></div>","PeriodicalId":54172,"journal":{"name":"Solid Earth Sciences","volume":"11 1","pages":"Article 100287"},"PeriodicalIF":2.0,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146189232","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Metallogenic potential and prospecting of orogenic gold deposits in the Shuihouling area of the Dabie Orogenic Belt: A geochemical evidence from stream sediment anomalies 大别造山带水尾岭地区造山带金矿成矿潜力与找矿——来自水系沉积物异常的地球化学证据
IF 2 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-03-01 Epub Date: 2026-01-06 DOI: 10.1016/j.sesci.2025.100278
Xiandong Luo , Lei Chen , Jinlai Tang , Xiaoyong Yang
The Shuihouling ductile shear zone, located in the core of the Dabie Orogenic Belt spanning Anhui and Hubei provinces, is a key structural unit with notable mineral potential. Situated within the Wudang-Tongbai-Dabie Mo-REE-Au-Ag-Pb-Zn polymetallic belt, it shows promising prospecting potential, particularly for gold exploration. Our 1:50,000 stream sediment survey identified three major composite anomalies in the Shuihouling area, each with distinct elemental concentration centers and strong anomaly correlations. After verification, all three were classified as mineral-induced B2 anomalies: The HS-01 anomaly, controlled by a fault zone, is linked to gold-polymetallic mineralization; the HS-02 anomaly, controlled by the ductile shear zone, is associated with copper-molybdenum polymetallic mineralization; and the HS-03 anomaly, in S-type granitic gneiss, shows copper-gold mineralization with significant concentrations of copper (19.41 %) and gold (1.41 g/t), indicating strong deep mineralization potential. The HS-03 anomaly also suggests a combined effect of polymetallic and molybdenum mineralization bodies. The discovery of these gold and copper anomalies highlights significant potential for ductile shear zone-type gold deposits in the Shuihouling area, providing crucial insights for future gold exploration and mineralization studies in the Dabie Orogenic Belt. These geochemical anomalies serve as important markers for guiding future exploration efforts, and their significance for understanding mineralization mechanisms in this region cannot be overstated.
水后岭韧性剪切带位于皖鄂大别造山带的核心,是一个重要的构造单元,具有显著的成矿潜力。该矿床位于武当-桐柏-大别钼-稀土-金-银-铅锌多金属带内,具有很好的找矿潜力,尤其是找金潜力。1:5万水系沉积物调查结果显示,水后岭地区有3个主要的复合异常,每个异常具有不同的元素浓度中心和较强的异常相关性。经验证,3个异常均为矿物成因B2异常:HS-01异常受断裂带控制,与金多金属成矿作用有关;HS-02异常受韧性剪切带控制,与铜钼多金属成矿作用有关;HS-03异常位于s型花岗质片麻岩中,铜和金的富集程度显著(分别为19.41%和1.41 g/t),深部成矿潜力强。HS-03异常还提示多金属成矿体和钼矿化体的联合作用。这些金、铜异常的发现,凸显了水后岭地区韧性剪切带型金矿的巨大潜力,为今后大别造山带的金矿找矿和成矿研究提供了重要的参考。这些地球化学异常是指导今后勘探工作的重要标志,对认识该区成矿机制具有重要意义。
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引用次数: 0
Hot topics in deep-sea sciences 深海科学热点
IF 2 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-03-01 Epub Date: 2026-01-09 DOI: 10.1016/j.sesci.2025.100286
Weidong Sun, Hongli Zhu
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引用次数: 0
Hydrocarbon generation potential, palynofacies examination and 1D basin modeling of the Middle Jurassic–Lowermost Cretaceous intervals, Mesopotamian Foredeep Basin, Iraq 伊拉克美索不达米亚前深盆地中侏罗世—下白垩世段生烃潜力、孢相研究及一维盆地模拟
IF 2 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-03-01 Epub Date: 2026-01-22 DOI: 10.1016/j.sesci.2026.100288
Abbas F. Gharib , Iman M. Anwer , Mohammed Y. Najmuldeen , Ali Saaduldeen Abbas
This study evaluates hydrocarbon generation, palynofacies, and burial-thermal evolution of Middle Jurassic-Lowermost Cretaceous source rocks in the Ajeel Field, located in the Mesopotamian Foredeep Basin of Iraq. Through Rock-Eval pyrolysis, Total organic carbon (TOC) analysis, and palynofacies, a comprehensive investigation of 109 core and cutting samples in wells 8 and 12 was supported by one-dimensional (1D) basin modeling. The geochemical data show a TOC maximum of 23.0 wt.%, with reported mean concentrations of 6.22 wt.% in the Sargelu Formation and 10.09 wt.% in the Naokelekan Formation. The Chia Gara Formation bears a broad range of TOC values, as shown by the heterogeneous depositional environment. Hydrogen Index (HI) values reach 457 mg HC/g TOC, indicating dominance of oil-prone Type II kerogen, particularly in the Naokelekan and Chia Gara formations, and with minor Type II/III kerogen content in the Sargelu Formation interval. The calculated Tmax (428–448 °C) plus the estimated vitrinite reflectance (% Ro: 0.53–0.85 %) can define the maturity range that is characterized by early and peak oil window maturities. Palynofacies data confirm the deposition in suboxic–anoxic environments on the marine shelf, and amorphous organic matter (AOM) varies widely between 1 and 98 %. This has been confirmed as the Bajocian-Berriasian age and marine provenance as demonstrated by the presence of diagnostic palynomorphs. Basin modeling shows that hydrocarbons originated in the Oligocene (∼27 Ma) and were expelled during the Miocene (21-15 Ma). This is also supported by the higher transformation ratio (%TR) values, which reached up to 83 % for Sargelu, up to 70 % for Naokelekan Formation, and up to 50 % for the Chia Gara Formation. These findings confirm the identified formations as the main oil-producing horizons in the basin and emphasize their significance as potential oil exploration activities in northern Iraq.
本研究评价了伊拉克美索不达米亚前深盆地Ajeel油田中侏罗统—下白垩统烃源岩的生烃、孢相和埋藏—热演化。通过岩石热解、总有机碳(TOC)分析和孢粉相分析,对8井和12井109个岩心和岩屑样品进行了全面调查,并建立了一维盆地模型。地球化学数据显示TOC最高为23.0 wt.%,其中Sargelu组TOC平均浓度为6.22 wt.%, Naokelekan组TOC平均浓度为10.09 wt.%。甲加拉组TOC值的变化范围较广,这体现在其非均质沉积环境上。氢指数(HI)达到457 mg HC/g TOC,表明在Naokelekan组和Chia Gara组以易油型干酪根为主,而在Sargelu组段ⅱ/ⅲ型干酪根含量较少。计算得到的Tmax(428 ~ 448℃)和镜质组反射率(% Ro: 0.53 ~ 0.85%)可以确定以早、高峰油窗成熟度为特征的成熟度范围。孢粉相资料证实了陆架亚氧缺氧环境下的沉积,无定形有机质(AOM)在1% ~ 98%之间变化很大。诊断性畸形的存在证实了这是巴约西亚-贝里亚时代和海洋来源。盆地模拟表明,油气起源于渐新世(~ 27 Ma),并在中新世(21 ~ 15 Ma)排出。较高的转化比(%TR)值也支持了这一点,Sargelu组高达83%,Naokelekan组高达70%,Chia Gara组高达50%。这些发现证实了已识别的地层是该盆地的主要产油层,并强调了它们作为伊拉克北部潜在石油勘探活动的重要性。
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引用次数: 0
Domain adaptation of large language models for geotechnical applications 岩土工程应用中大型语言模型的领域自适应
IF 2 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-03-01 Epub Date: 2026-01-08 DOI: 10.1016/j.sesci.2025.100285
Lei Fan , Fangxue Liu , Cheng Chen
The rapid advancement of large language models (LLMs) is transforming opportunities in geotechnical engineering, where workflows rely on complex, text-rich data. While general-purpose LLMs demonstrate strong reasoning capabilities, their effectiveness in geotechnical applications is constrained by limited exposure to specialized terminology and domain logic. Thus, domain adaptation, tailoring general LLMs for geotechnical use, has become essential. This paper presents the first review of LLM adaptation and application in geotechnical contexts. It critically examines four key adaptation strategies, including prompt engineering, retrieval-augmented generation, domain-adaptive pretraining, and fine-tuning, and evaluates their comparative benefits, limitations, and implementation trends. This review synthesizes current applications spanning geological interpretation, subsurface characterization, design analysis, numerical modeling, risk assessment, and geotechnical education. Findings show that domain-adapted LLMs substantially improve reasoning accuracy, automation, and interpretability, yet remain limited by data scarcity, validation challenges, and explainability concerns. Future research directions are also suggested. This review establishes a critical foundation for developing geotechnically literate LLMs and guides researchers and practitioners in advancing the digital transformation of geotechnical engineering.
大型语言模型(llm)的快速发展正在改变岩土工程领域的机遇,在这些领域,工作流程依赖于复杂的、文本丰富的数据。虽然通用法学硕士展示了强大的推理能力,但它们在岩土工程应用中的有效性受到专业术语和领域逻辑的限制。因此,领域适应,为岩土工程用途定制一般法学硕士,已经变得必不可少。本文首先介绍了LLM在岩土工程领域的适应和应用。它批判性地考察了四种关键的适应策略,包括快速工程、检索增强生成、领域自适应预训练和微调,并评估了它们的相对优势、局限性和实施趋势。这篇综述综合了目前的应用,包括地质解释、地下表征、设计分析、数值模拟、风险评估和岩土工程教育。研究结果表明,适应领域的llm大大提高了推理的准确性、自动化和可解释性,但仍然受到数据稀缺、验证挑战和可解释性问题的限制。并提出了今后的研究方向。这篇综述为培养具有岩土技术素养的法学硕士奠定了重要基础,并指导研究人员和从业者推进岩土工程的数字化转型。
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引用次数: 0
Biotite composition constrains Tongling skarn Cu–Au mineralization, eastern China 黑云母组成制约铜陵矽卡岩铜金成矿作用
IF 2 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2026-03-01 Epub Date: 2026-02-05 DOI: 10.1016/j.sesci.2026.100289
Sujuan Zhou, Qian Feng, Liu Yang, Quanzhong Li, Jun Yan, Qiaoqin Xie, Xiaochun Xu, Jiancheng Xie
Skarn Cu, Au deposits are most important deposit-type in the Tongling region, eastern China, where skarn Au deposits are closely associated with pyroxene monzodiorite, and skarn Cu deposits are genetically related to quartz monzodiorite and granodiorite. However, the causes on the Tongling skarn Cu and Au mineralization differences remain poorly constrained. This study systematically presents petrographic, mineralogical, in-situ geochemical analyses of primary magmatic biotite from the Tongling skarn Cu and Au deposits. Biotite from the pyroxene monzodiorite has higher FeO, TiO2, F and Cl contents, and lower SiO2, MgO and MnO contents than that in the quartz monzodiorite and granodiorite. Compared with the quartz monzodiorite and granodiorite, biotite in the pyroxene monzodiorite exhibits lower Rb–Co–Ni–Cs but higher Nb–Ta–Li contents. Moreover, the content of total rare earth elements (REE) in biotite decreases from the pyroxene monzodiorite to quartz monzodiorite and then to granodiorite. These element variations are consistent with the magma fractionation trend. A slightly correlation of Rb content with Cu and Au contents in biotite from the pyroxene monzodiorite to the quartz monzodiorite and granodiorite suggests that magma fractionation is critical to Cu, Au mineralization in the Tongling region. The higher biotite IV(F) and IV(Cl) values of the granodiorite than the pyroxene monzodiorite indicate F and Cl depletion during the fractional crystallization, which may be caused by fluid exsolution. The lower biotite log (f HF/f HCl) values (−2.26 to −1.88, avg. −2.07) of the granodiorite than the pyroxene monzodiorite (−2.09 to −1.71, avg. −1.91) indicate more Cl-enriched fluid in the granodiorite. Therefore, we inferred that the differences of Cu and Au mineralization in the Tongling region are probably magma fractionation process, halogen fugacity in magma or fluid, and Cl-enriched degree of fluid.
矽卡岩型铜、金矿是铜陵地区最重要的矿床类型,矽卡岩型金矿与辉石二黄长岩密切相关,矽卡岩型铜矿与石英二黄长岩和花岗闪长岩有成因关系。但铜陵矽卡岩铜、金成矿差异的成因仍不明确。本文系统地介绍了铜陵矽卡岩型铜金矿床原生岩浆黑云母的岩石学、矿物学和原位地球化学分析。辉石型二辉长岩中的黑云母FeO、TiO2、F和Cl含量高于石英型二辉长岩和花岗闪长岩中的黑云母,而SiO2、MgO和MnO含量低于石英型二辉长岩中的黑云母。与石英二黄长岩和花岗闪长岩相比,辉石二黄长岩中的黑云母Rb-Co-Ni-Cs含量较低,Nb-Ta-Li含量较高。黑云母中总稀土元素(REE)含量由辉石二黄长岩→石英二黄长岩→花岗闪长岩递减。这些元素变化与岩浆分馏趋势一致。从辉石二黄长岩到石英二黄长岩和花岗闪长岩的黑云母中Rb含量与Cu、Au含量的相关性表明岩浆分选对铜陵地区铜、金的成矿作用至关重要。花岗闪长岩的黑云母IV(F)和IV(Cl)值高于辉石二黄长岩,表明在分馏结晶过程中F和Cl的亏缺可能是由流体析出引起的。花岗闪长岩的黑云母测井(fhf / fhcl)值(- 2.26 ~ - 1.88,平均值为- 2.07)低于辉石二辉长岩(- 2.09 ~ - 1.71,平均值为- 1.91),表明花岗闪长岩中有较多的富cl流体。因此,铜陵地区铜、金矿化差异可能与岩浆分馏过程、岩浆或流体中卤素逸度、流体中cl富集程度有关。
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引用次数: 0
Spatio-temporal distribution of carbon in the Bohai Sea sediments under high human perturbations 人为扰动下渤海沉积物碳的时空分布
IF 2 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-12-01 Epub Date: 2025-11-25 DOI: 10.1016/j.sesci.2025.100274
Yuchen Li , Chao Tang , Mengxuan Yang , Xiaowen Liu , Quanchao Cui , Die Li , Xiaole Sun
The Bohai Sea is one of marginal seas in the world, which suffers from strong human perturbations. This study collected sediment cores from four stations across the Yellow River estuary to the central Bohai Sea. The profiles of sediment organic and inorganic carbon contents as well as their δ13C values combined with porewater geochemical parameters (dissolved inorganic carbon (DIC), Fe2+, SO42−, NH4+) were analyzed to explore the spatio-temporal distribution of carbon and the controlling processes. The results show that the total organic carbon (TOC) contents are from 0.3 to 1.4 % and the contribution of terrestrial carbon is highest in the Yellow River estuary ranging from 54.11 to 95.09 %, with an average of 71.34 %, while it is lower in central Bohai Sea varying from 39.75 to 78.83 %, with an average of 50.60 %. The total inorganic carbon (TIC) contents in the central Bohai Sea are from 0.33 to 0.63 %, which is much lower than that in the Yellow River estuary with a range of 1.26–1.96 %, suggesting the large influence of riverine inputs. Variations of porewater geochemical parameters in the top meter sediments reflect both iron oxide reduction dominated early diagenetic processes and ongoing regulations on the Yellow River in the past decades, including the re-direction of the Yellow River mouth and the sediment-water regulation scheme. We also estimate a DIC efflux from the Bohai Sediments, 0.16 Tg C/yr, which is up to 10 % of the DIC inputs of the Yellow River. This implies an important role of the sediments in maintaining alkalinity and ocean chemistry in the Bohai Sea.
渤海是世界边缘海之一,受到强烈的人为扰动。本研究收集了黄河口至渤海中部4个站点的沉积物岩心。结合孔隙水地球化学参数(溶解无机碳(DIC)、Fe2+、SO42−、NH4+),分析沉积物有机、无机碳含量及其δ13C值剖面,探讨碳的时空分布及其控制过程。结果表明:总有机碳(TOC)含量在0.3 ~ 1.4%之间,其中陆源碳的贡献在黄河口最大,为54.11% ~ 95.09%,平均为71.34%;在渤海中部较低,为39.75% ~ 78.83%,平均为50.60%。渤海中部的总无机碳(TIC)含量为0.33 ~ 0.63%,远低于黄河口的1.26 ~ 1.96%,表明河流输入的影响较大。表层沉积物孔隙水地球化学参数的变化既反映了以氧化铁还原为主的早期成岩过程,也反映了近几十年来黄河河口改向和泥沙-水调节方案等对黄河的持续调节作用。渤海沉积物的DIC输出量为0.16 Tg C/yr,相当于黄河DIC输入量的10%。这暗示了渤海沉积物在维持碱度和海洋化学方面的重要作用。
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Solid Earth Sciences
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