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Uncertainty quantification in 3D static modeling: Improving reserve estimation accuracy with adaptive physics-informed Monte Carlo simulation in Y-field, Niger Delta Basin, Nigeria 三维静态建模中的不确定性量化:利用自适应物理信息蒙特卡罗模拟提高尼日利亚尼日尔三角洲盆地y油田储量估计精度
Pub Date : 2026-01-02 DOI: 10.1016/j.oreoa.2026.100122
Bernard Che Ngu , Kennedy Folepai Fozao , Mathias Akong Onabid , Lionel Takem Nkwanyang , Zerubbabel Akongneh
Accurate hydrocarbon reserve estimation is critical yet challenging in the complex Niger Delta Basin. This study employs a novel adaptive Physics-Informed Neural Network (PINN) to improve reservoir characterization and Hydrocarbon Initially In Place (HIIP) predictions. Core data from Well J-2 (average porosity 0.25, permeability 516.01 mD) served as the calibration baseline. A linear model (gradient 1.057, intercept −0.0077) calibrated well log porosity for uncored wells, identifying three rock types with RT2 being dominant. The reservoir exhibits significant heterogeneity, with average shale volumes ranging from 0.18 to 0.41. Zonal analysis reveals high hydrocarbon potential in Wells J-1, J-3, and J-4, characterized by low water saturation (0.16–0.19) and high Net-to-Gross (NTG) values, notably in J-1 (0.85) and J-3 (0.72). Conversely, J-2 and J-5 show higher water saturation (0.57 and 0.98, respectively). Complexity and uncertainty scores were used to guide adaptive sampling. The complexity score averaged 16, peaking at 87.7 in the western sector, while model uncertainty remained negligible (<0.0005). A 100,000-iteration Monte Carlo simulation, grounded in these physics-guided distributions, yielded a realistic HIIP estimate of 65.96 MMbbl. Results indicate that the western reservoir sector, defined by higher permeability and NTG values, represents the optimal target for future development.
在复杂的尼日尔三角洲盆地,准确的油气储量估算至关重要,但也具有挑战性。该研究采用了一种新的自适应物理信息神经网络(PINN)来改进储层表征和油气初始就位(HIIP)预测。J-2井的岩心数据(平均孔隙度为0.25,渗透率为516.01 mD)作为校准基线。线性模型(梯度1.057,截距- 0.0077)校准了无芯井的测井孔隙度,确定了以RT2为主导的三种岩石类型。储层具有明显的非均质性,页岩平均体积在0.18 ~ 0.41之间。分带分析表明,J-1井、J-3井和J-4井具有较低含水饱和度(0.16 ~ 0.19)和较高净总比(NTG)值(以J-1井(0.85)和J-3井(0.72)为主要特征,具有较高的含油气潜力。相反,J-2和J-5含水饱和度较高,分别为0.57和0.98。复杂性和不确定性分数用于指导自适应采样。复杂性平均得分为16分,西部地区最高为87.7分,而模型不确定性仍然可以忽略不计(<0.0005)。基于这些物理导向分布,进行了10万次蒙特卡罗模拟,得出了6596万桶的实际HIIP估计。结果表明,西部储层具有较高的渗透率和NTG值,是未来开发的最佳目标。
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引用次数: 0
Quantitative mineralogical characterization of the Upper Apatite-Rich Zone of the Bushveld Complex using QEMSCAN®: Implications for mineral processing of apatite, ilmenite, and titanomagnetite ore minerals 利用QEMSCAN®对Bushveld杂岩上部富磷灰石带进行定量矿物学表征:对磷灰石、钛铁矿和钛磁铁矿矿物加工的影响
Pub Date : 2025-10-01 DOI: 10.1016/j.oreoa.2025.100120
Hakundwi Mandende , Themba Mothupi
Magmatic apatite-oxide ore deposits within layered intrusions often contain significant resources of metals critical for the green energy transition, battery storage technologies, and food security such as titanium, iron, vanadium, phosphate, and rare earth elements. The Upper Zone (UZ) of the Bushveld Complex is known to contain significant resources of apatite-ilmenite mineralization. Despite the enormous economic potential, detailed mineralogical evaluation of the apatite-rich layers is still lacking. This study aims to use automated mineralogy (QEMSCAN®) to evaluate the key process mineralogy parameters essential for designing an effective beneficiation process for the Upper Apatite-rich Zone (UAZ) in the UZ, Northern Limb of the Bushveld Complex.
A detailed mineralogical study was undertaken on a 3 m composite sample of half drill cores from the Bellevue drill core with head grades of 3 wt.% P₂O₅, 37 wt.% Fe₂O₃, 6 wt.% TiO₂, and 32 wt.% SiO₂. Mineralogical analysis revealed the sample's major components as plagioclase (∼22%), orthopyroxene (∼22%), olivine (∼9%), ilmenite (∼9%), titanomagnetite (∼9%), mica (∼8%), and apatite (∼7%). Apatite showed excellent liberation characteristics, particularly in the finer fractions: in the -212/+45 µm and -45 µm size fractions, over 90% of apatite particles were liberated or free. The remaining locked apatite particles were primarily associated with orthopyroxene, mica, plagioclase, titanomagnetite, and amphibole. Similarly, ilmenite and titanomagnetite were well-liberated in finer fractions, with 77–90% of these minerals being free or exposed. Ilmenite and titanomagnetite consistently showed high degrees of association across all size fractions. The P50 and P80 values for apatite, ilmenite, and titanomagnetite suggest that excessive grinding beyond 45 µm does not significantly improve liberation and may lead to sliming, negatively impacting recovery. Thus, optimal grinding is proposed between 45 and 212 µm to maximize liberation without risking processing efficiency.
Based on the mineralogical findings, a combination of magnetic separation and froth flotation is recommended for beneficiation. Magnetic separation is ideal for recovering Fe-Ti oxides (ilmenite and magnetite), while froth flotation is suitable for apatite recovery. Gravity separation may be less effective due to potential contamination. Minerals like fayalite (olivine) and orthopyroxene have similar specific gravities to ilmenite and magnetite, risking dilution of the ilmenite and magnetite concentrates. Similarly, iron-rich biotite and hornblende share specific gravities with apatite, possibly contaminating the apatite concentrate with Fe, Si, Ca, Al, Mg, Ti, and K. Such impurities could complicate downstream processing, particularly for phosphate fertilizer or phosphoric acid production. Therefore, a process that involves comminution to less than 212 μm, followed by magnetic separation to recover Fe-Ti oxides
层状侵入体中的岩浆磷灰石氧化物矿床通常含有重要的金属资源,这些金属对绿色能源转型、电池存储技术和粮食安全至关重要,如钛、铁、钒、磷酸盐和稀土元素。已知Bushveld杂岩的上部带(UZ)含有重要的磷灰石-钛铁矿成矿资源。尽管具有巨大的经济潜力,但对富磷灰石层的详细矿物学评价仍然缺乏。本研究旨在使用自动化矿物学(QEMSCAN®)来评估关键工艺矿物学参数,这些参数对于设计Bushveld Complex北翼UAZ上磷灰石富矿区(UAZ)的有效选矿工艺至关重要。对来自Bellevue岩心的半钻岩心的3米复合样品进行了详细的矿物学研究,其头部品位为3wt .% P₂O₅,37 wt.% Fe₂O₃,6 wt.% TiO₂和32 wt.% SiO₂。矿物学分析表明,样品的主要成分为斜长石(~ 22%)、正辉石(~ 22%)、橄榄石(~ 9%)、钛铁矿(~ 9%)、钛磁铁矿(~ 9%)、云母(~ 8%)和磷灰石(~ 7%)。磷灰石表现出优异的解离性,特别是在较细的组分中:在-212/+45µm和-45µm粒径的组分中,超过90%的磷灰石颗粒被解离或游离。剩余的锁定磷灰石颗粒主要与正辉石、云母、斜长石、钛磁铁矿和角闪洞有关。同样,钛铁矿和钛磁铁矿在较细的颗粒中被很好地释放出来,其中77-90%的矿物是游离的或暴露的。钛铁矿和钛磁铁矿在所有粒度分数中均表现出高度的结合。磷灰石、钛铁矿和钛磁铁矿的P50和P80值表明,超过45µm的过度研磨不会显著改善解离,并可能导致泥化,对回收率产生负面影响。因此,建议在45 ~ 212 μ m之间进行最佳磨削,以最大限度地提高解放度,同时不影响加工效率。根据矿物学结果,建议采用磁选与泡沫浮选相结合的方法进行选矿。磁选是回收铁钛氧化物(钛铁矿和磁铁矿)的理想选择,泡沫浮选是回收磷灰石的理想选择。由于潜在的污染,重力分离可能不太有效。铁矾石(橄榄石)和正辉石等矿物与钛铁矿和磁铁矿具有相似的比重,有可能稀释钛铁矿和磁铁矿精矿。同样,富含铁的黑云母和角辉石与磷灰石具有相同的比重,可能会使磷灰石精矿受到铁、硅、钙、铝、镁、钛和钾的污染。这些杂质可能会使下游加工复杂化,特别是磷肥或磷酸生产。因此,该矿床建议采用粉碎至小于212 μm,磁选回收Fe-Ti氧化物,泡沫浮选回收无磁性尾矿中的磷灰石的工艺流程。考虑到该矿床有利的解放特征、横向连续性以及多种关键元素(P、ree、Ti、Fe、石膏)循环回收的机会,它代表了一种低品位但高吨位的战略重要性资源。这使得Bushveld UAZ成为全球重要的关键矿物来源,与全球资源需求趋势一致。
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引用次数: 0
Petrography and sulfur isotope geochemistry of middle Miocene evaporites on the active continental margin, Ras Banas Peninsula, Red Sea coast, Egypt 埃及红海沿岸Ras Banas半岛活动大陆边缘中中新世蒸发岩的岩石学和硫同位素地球化学
Pub Date : 2025-10-01 DOI: 10.1016/j.oreoa.2025.100119
Kamal Abou Elmagd , Ryo Matsumoto , Mohamed Abioui , Muhammad Hazem
The present study aims to investigate the paleoenvironmental conditions and relative sea-level change during the middle Miocene evaporite deposition at the Ras Banas Peninsula, Red Sea Coast, Egypt. The tectono-sedimentological evolution of the evaporite suite may provide a geological relationship with the surrounding structures of the peninsula. To address this objective, the study examines the petrology and sulfur isotope geochemistry of the middle Miocene sulfate evaporites (approximately 100 meters in thickness) of the Abu Dabbab Formation at the Ras Banas Peninsula, located along the Red Sea continental margin. The Abu Dabbab Formation can be subdivided into three distinct sedimentary facies, from base to top: (1) lower supratidal gypsiferous claystone, (2) middle lagoonal sandy and clayey gypsum, and (3) upper subaqueous marine laminated gypsum. Petrographic analysis reveals the presence of both primary and secondary evaporite facies, with the mineralogical composition dominated by gypsum, alongside minor amounts of anhydrite and dolomite. Geochemical data indicate that the average sulfur isotopic compositions (δ34S) for the lower, middle, and upper facies are 23.620/00, 23.300/00, and 23.83 0/00 VCDT, respectively. These findings suggest that the Abu Dabbab evaporites were deposited in a tectonically active basin that received inputs of meteoric water and fine clastics, influenced by seasonal shifts between arid and wet conditions. The occurrence of stratabound mineralization and isotopically light sulfur suggests that algal biological activity played a role in reducing sulfate to iron sulfide and native sulfur. The rapid lateral and vertical facies changes observed in this active continental margin are primarily attributed to tectonic processes and the associated paleoenvironmental dynamics.
本研究旨在研究埃及红海沿岸拉斯巴纳斯半岛中新世中期蒸发岩沉积的古环境条件和相对海平面变化。蒸发岩套的构造-沉积演化可能提供了与半岛周围构造的地质关系。为了实现这一目标,该研究检查了位于红海大陆边缘的Ras Banas半岛Abu Dabbab组中新世中期硫酸盐蒸发岩(厚度约100米)的岩石学和硫同位素地球化学。Abu Dabbab组沉积相由下至上可划分为3种不同的沉积相:(1)下潮上石膏质粘土岩相,(2)中泻湖砂质和粘土石膏相,(3)上水下海相层状石膏相。岩石学分析表明,该区存在原生和次生蒸发岩相,矿物成分以石膏为主,少量硬石膏和白云岩。地球化学数据表明,下、中、上相平均硫同位素组成δ34S分别为23.620/00、23.300/00、23.83 /00 VCDT。这些发现表明,Abu Dabbab蒸发岩沉积在一个构造活跃的盆地中,该盆地受到干旱和潮湿条件之间季节变化的影响,接受了大气水和细碎屑的输入。层控矿化和同位素轻硫的出现表明藻类的生物活性在硫酸盐还原为硫化铁和天然硫的过程中发挥了作用。在这一活动大陆边缘观测到的快速横向和纵向相变化主要归因于构造作用和相关的古环境动力学。
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引用次数: 0
Evaluation of heavy metal accumulation and pollution in soils from the vanadium–titanium magnetite mining region in Panzhihua, China 攀枝花钒钛磁铁矿矿区土壤重金属积累与污染评价
Pub Date : 2025-10-01 DOI: 10.1016/j.oreoa.2025.100098
Tingting Fu , Hao Song , Bin Yang , Rui Liu
This study focuses on the mining area of vanadium-titanium magnetite in Panzhihua, China, and aims to comprehensively assess the enrichment and pollution levels of heavy metals (Cd, Ti, Cu, Zn, As, Pb, Hg, Co, Mn, Ni, V, and Cr) in the soil of the region. Soil samples were collected from the surface layer (0–5 cm depth) using a manual stainless steel soil sampler, and the samples were subjected to complete digestion to analyze the heavy metal content. The results revealed that the average concentration of heavy metals in the soil followed the order of Ti > Mn > V > Zn > Cr > Cu, among others. A quantitative assessment of heavy metal pollution was conducted using various indices, including enrichment factor (EF), contamination factor (CF), pollution load index (PLI), geoaccumulation index (Igeo), and degree of contamination (Cd) along with modified degree of contamination (mCd). The study found that Ti and Cd exhibited high pollution loads, while the Igeo values for Pb, As, Hg, Zn, and Cr indicated that their accumulation is primarily attributed to natural processes. Additionally, correlation analysis revealed potential relationships among heavy metals and their possible sources; for instance, the enrichment of Ti and V is associated with natural minerals, while Mn, Ni, and Cu may be linked to mining and smelting activities. This research not only provides detailed data on heavy metal pollution in the Panzhihua region but also offers significant insights for understanding environmental health and ecological risks in the area.
本研究以攀枝花钒钛磁铁矿矿区为研究对象,对该矿区土壤中重金属(Cd、Ti、Cu、Zn、As、Pb、Hg、Co、Mn、Ni、V、Cr)的富集和污染程度进行了综合评价。采用手动不锈钢土壤采样器从表层(0-5 cm深度)采集土壤样品,并对样品进行完全消化,分析重金属含量。结果表明,土壤中重金属的平均浓度依次为Ti >; Mn > V > Zn > Cr >; Cu等。采用富集系数(EF)、污染系数(CF)、污染负荷指数(PLI)、地质累积指数(Igeo)、污染程度(Cd)及修正污染程度(mCd)等指标对重金属污染进行定量评价。研究发现,Ti和Cd表现出较高的污染负荷,而Pb、As、Hg、Zn和Cr的Igeo值表明它们的积累主要归因于自然过程。相关分析揭示了重金属及其来源之间的潜在关系;例如,钛和钒的富集与天然矿物有关,而锰、镍和铜可能与采矿和冶炼活动有关。本研究不仅提供了攀枝花地区重金属污染的详细数据,而且对了解攀枝花地区的环境健康和生态风险具有重要意义。
{"title":"Evaluation of heavy metal accumulation and pollution in soils from the vanadium–titanium magnetite mining region in Panzhihua, China","authors":"Tingting Fu ,&nbsp;Hao Song ,&nbsp;Bin Yang ,&nbsp;Rui Liu","doi":"10.1016/j.oreoa.2025.100098","DOIUrl":"10.1016/j.oreoa.2025.100098","url":null,"abstract":"<div><div>This study focuses on the mining area of vanadium-titanium magnetite in Panzhihua, China, and aims to comprehensively assess the enrichment and pollution levels of heavy metals (Cd, Ti, Cu, Zn, As, Pb, Hg, Co, Mn, Ni, V, and Cr) in the soil of the region. Soil samples were collected from the surface layer (0–5 cm depth) using a manual stainless steel soil sampler, and the samples were subjected to complete digestion to analyze the heavy metal content. The results revealed that the average concentration of heavy metals in the soil followed the order of Ti &gt; Mn &gt; V &gt; Zn &gt; Cr &gt; Cu, among others. A quantitative assessment of heavy metal pollution was conducted using various indices, including enrichment factor (EF), contamination factor (CF), pollution load index (PLI), geoaccumulation index<span> (Igeo), and degree of contamination (Cd) along with modified degree of contamination (mCd). The study found that Ti and Cd exhibited high pollution loads, while the Igeo values for Pb, As, Hg, Zn, and Cr indicated that their accumulation is primarily attributed to natural processes. Additionally, correlation analysis revealed potential relationships among heavy metals and their possible sources; for instance, the enrichment of Ti and V is associated with natural minerals, while Mn, Ni, and Cu may be linked to mining and smelting activities. This research not only provides detailed data on heavy metal pollution in the Panzhihua region but also offers significant insights for understanding environmental health and ecological risks in the area.</span></div></div>","PeriodicalId":100993,"journal":{"name":"Ore and Energy Resource Geology","volume":"19 ","pages":"Article 100098"},"PeriodicalIF":0.0,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145736834","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Electrokinetic removal of Cd, Ti, Pb, and Sb from abandoned and active artisanal gold tailings from Amansie West District of Ghana 电动去除加纳阿曼西西区废弃和活性手工金尾矿中的Cd、Ti、Pb和Sb
Pub Date : 2025-09-19 DOI: 10.1016/j.oreoa.2025.100118
Timothy Amangdam Anemana , Ernest Pankah , Mohammed Moro Buri
This study explores the effectiveness of electrokinetic removal of heavy metals, such as Cd, Ti, Sb, and Pb from abandoned and active tailing soils among different soil fractions/phases. owing to the nature of the soil components in tailings, traditional methods may encounter various challenges that are ineffective. The aim of the study is to understand and address the distribution of heavy metals among tailing soil fractions (exchangeable, carbon, iron manganese oxide, organic/sulfide, and residual bound fractions) via electrokinetic remediation. The research was conducted in a 1215 cm3 electrochemical cell containing gold tailings via a continuous constant current of 1 A for five days. A platinum electrode served as the anode, and a titanium plate acted as the cathode. After five days, the remediation efficiency was assessed via aqua regia and sequential extraction methods. The findings showed lower metal removal efficiencies of the abandoned tailings (<5 %) than those of active tailing soil. This phenomenon could be attributed to the surface charge of the soil particles and the diffusion of metals into soil minerals resulting in the stabilization and occlusion of the the heavy metals into the nonavailable phases of the soil (organic/sulfide and residual bound fractions). In the speciation studies, Pb species were enriched mainly in the residual fraction. Antimony was also enriched in the residual, organic/sulfide bound, and Fe/Mn fractions. The Cd was associated with organic/sulfide and residual fractions, whereas Ti was enriched mainly in organic/sulphide fractions. The concentration of heavy metals in the active and abandoned tailing soils were comparable. The study concluded that electrokinetic remediation has the potential to remove harmful elements from abandoned and active tailings whiles providing insightful information on the physicochemical phenomena governing these processes.
研究了不同土壤组分/相对废尾土和活性尾土中Cd、Ti、Sb、Pb等重金属的电动去除效果。由于尾矿中土壤成分的性质,传统的方法可能会遇到各种各样的挑战,而且效果不佳。本研究的目的是通过电动修复了解和解决重金属在尾矿土壤组分(交换性、碳、铁锰氧化物、有机/硫化物和残余结合组分)中的分布。研究在含金尾矿的1215 cm3电化学电池中,通过1 a的连续恒流进行了5天。铂电极作为阳极,钛板作为阴极。5天后,采用王水法和顺序萃取法评价修复效果。结果表明,废尾砂对金属的去除率(5%)低于活性尾砂。这种现象可归因于土壤颗粒的表面电荷和金属向土壤矿物质的扩散,导致重金属进入土壤的非有效相(有机/硫化物和残余结合组分)的稳定和封闭。在物种形成研究中,Pb主要富集于残留组分中。在残余、有机/硫化物结合和Fe/Mn组分中也富集了锑。Cd主要富集于有机/硫化物组分和残余组分中,Ti主要富集于有机/硫化物组分中。活性尾矿库和废弃尾矿库土壤中重金属含量具有可比性。该研究得出结论,电动修复有可能从废弃和活性尾矿中去除有害元素,同时提供有关控制这些过程的物理化学现象的深刻信息。
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引用次数: 0
Geochemical characteristics of Upper Cretaceous asphaltenes from bitumen seeps in the Kurdistan region, northern Iraq: Insights from trace metals and Fourier Transform Infrared (FTIR) spectroscopy 伊拉克北部库尔德斯坦地区沥青渗漏中上白垩统沥青质的地球化学特征:痕量金属和傅里叶变换红外光谱分析
Pub Date : 2025-09-13 DOI: 10.1016/j.oreoa.2025.100117
Edris Muhammed Pirot , Ayad Nuri Faqi Edilbi , Mahdi Mohammed Pirot Mamash , Bzhar Abdulmanaf Delizy , Sardar Mhyadin Balaky , Nabaz Abdulmajed Muhammad Salih , Hossein Khojasteh
Fourier Transform Infrared Spectroscopy (FTIR) and trace metal analysis were conducted on the set of 20 solid bitumen samples obtained from two geological formations; upper Campanian – lower Maastrichtian Bekhme Formation and Maastrichtian Aqra Formation. This study analyzes the infrared (IR) spectra of extracted asphaltene samples of both studied formations from two regions in northern Iraq (Bekhme region and Sare Sada region), focusing on key functional groups and molecular vibrations. The spectra reveal consistent peaks for alcohols (OH stretching), alkyl groups (CH₂ and CH₃ bending), and unsaturated bonds (alkenes and alkynes) across all studied samples. Additional peaks indicate the presence of CO stretching (suggesting alcohols and ethers) and metal-carbon stretching, pointing to metal coordination. The analysis highlights the complex structure of asphaltenes, which combine aliphatic chains, aromatic components, and trace metals. Peak intensities reflect slight similarities in composition. The stretching phenomenon can be attributed to the stretching vibration of hydroxyl groups. Comparing the aromatic, aliphatic, and long chains, together with the nickle to vanadium ratio, indicates that the examined samples originated from the same source of organic matter. Furthermore, it is highly probable that all samples from both studied regions originated from a mixed marine-terrestrial-oxic-dysoxic carbonate environment.
采用傅立叶变换红外光谱(FTIR)和痕量金属分析方法对2个地质构造的20个固体沥青样品进行了分析;上坎帕尼亚-下马斯特里赫特贝克梅组和马斯特里赫特阿克拉组。该研究分析了伊拉克北部两个地区(Bekhme地区和Sare Sada地区)所研究的两种地层中提取的沥青质样品的红外光谱,重点关注关键官能团和分子振动。光谱显示所有研究样品中醇(OH拉伸),烷基(CH₂和CH₃弯曲)和不饱和键(烯烃和炔烃)的一致峰。额外的峰表明存在CO拉伸(表明醇和醚)和金属-碳拉伸,表明金属配位。分析强调了沥青质的复杂结构,它结合了脂肪链、芳香成分和微量金属。峰强度反映了成分上的轻微相似性。这种拉伸现象可归因于羟基的拉伸振动。比较芳香链、脂肪链和长链,以及镍钒比,表明所检测的样品来自同一有机质来源。此外,这两个研究区域的所有样品极有可能来自海洋-陆地-缺氧-缺氧碳酸盐岩混合环境。
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引用次数: 0
Alteration mapping in granitic gneiss using handheld geophysical and geochemical instruments: Implications for iron oxide-apatite and rare earth elements exploration 手持地球物理和地球化学仪器在花岗质片麻岩中的蚀变填图:对氧化铁-磷灰石和稀土元素勘探的意义
Pub Date : 2025-09-02 DOI: 10.1016/j.oreoa.2025.100116
Kaitlyn A. Suarez , Michael L. Williams , Gregory J. Walsh , Daniel E. Harlov , Michael J. Jercinovic , Daniel J. Tjapkes , Ian W. Hillenbrand
The Adirondack Mountains of New York, U.S.A. contain iron oxide-apatite (IOA) mineral deposits with variable concentrations of rare earth elements (REE). The IOA mineral deposits are typically hosted in the Lyon Mountain Granite Gneiss and are spatially correlated with extensive Na metasomatism (albitization) of the surrounding country rocks, although some mineral deposits also occur in metagabbro, paragneiss, and anorthosite hosts. The location of albitization zones is key to finding new IOA mineral deposits and better understanding the mineralization processes associated with their genesis. However, the Na alteration zones are generally not visibly identifiable in outcrop or hand specimens because the color and textural changes are subtle and are thus difficult to map. Here, we discuss the results from testing two spectroscopic techniques (handheld, field gamma-ray spectroscopy, and portable X-ray fluorescence (pXRF)) to characterize albitization zones surrounding IOA mineral deposits.
The gamma-ray and pXRF spectrometers successfully distinguished the relative intensity of alteration in the Lyon Mountain Granite Gneiss based on the K abundance. The measured K content decreases towards the IOA mineral deposits, and the magnitude and width of the gradient are similar along the strike of each mineral deposit. Elevated Th and U values are present in host rocks adjacent to REE-bearing IOA mineral deposits. The pXRF and gamma-ray spectrometer K values are remarkably consistent with laboratory-based, whole-rock XRF compositional data and, therefore, useful for semi-quantitative analysis. Notably, albitization aureoles are consistent around REE-rich and REE-poor mineral deposits, suggesting that saline fluids are essential for the petrogenesis of IOA mineral deposits but may not be critical to REE mineralization. Ultimately, this study demonstrates the utility of handheld gamma-ray and pXRF spectrometry for identifying otherwise cryptic albitization gradients associated with IOA mineral deposits in granitic gneiss.
美国纽约阿迪朗达克山脉含有含不同浓度稀土元素(REE)的氧化铁磷灰石矿床。IOA矿床通常赋存于里昂山花岗片麻岩中,与周围围岩广泛的钠交代作用(钠长岩化)在空间上相关,尽管一些矿床也赋存于变长岩、副长岩和斜长岩中。钠长岩化带的位置是寻找新的IOA矿床和更好地了解其成因的成矿过程的关键。然而,钠蚀变带通常在露头或手标本中无法明显识别,因为颜色和质地的变化很微妙,因此难以绘制。在这里,我们讨论了测试两种光谱技术(手持式、现场伽玛射线光谱和便携式x射线荧光(pXRF))的结果,以表征IOA矿床周围的钠长石化带。伽玛射线和pXRF光谱仪根据K丰度成功区分了里昂山花岗片麻岩的相对蚀变强度。测得的钾含量向IOA矿床方向递减,且沿各矿床走向梯度的大小和宽度相似。在含稀土IOA矿床附近的寄主岩中,Th和U值升高。pXRF和伽玛射线光谱仪的K值与基于实验室的全岩XRF成分数据非常一致,因此可用于半定量分析。值得注意的是,在富含稀土元素和缺乏稀土元素的矿床周围,钠长石化光晕是一致的,这表明含盐流体对IOA矿床的岩石形成至关重要,但对稀土矿化可能不是至关重要的。最后,本研究证明了手持式伽玛射线和pXRF光谱法在识别与花岗质片麻岩中IOA矿床相关的其他隐蔽的钠长石化梯度方面的实用性。
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引用次数: 0
Mineralogy and geochemistry of nephrite from Drosh area, district Chitral, northern Pakistan 巴基斯坦北部Chitral地区Drosh地区软玉的矿物学和地球化学
Pub Date : 2025-08-31 DOI: 10.1016/j.oreoa.2025.100115
Aamir Khan , Mohammad Tahir Shah , Liaqat Ali , Shah Fahad Alam , Ihtisham Islam , Salman Ahmed Khattak
This study evaluates the quality of nephrite by investigating its gemological, mineralogical and geochemical properties. Petrographic analysis revealed that the nephrite is primarily composed of tremolite, with minor amounts of actinolite, while the host rock, serpentinite, is predominantly composed of chrysotile and antigorite, with traces of tremolite, diopside, zoisite, talc, and plagioclase. Geochemically, the major oxides such as SiO2, MgO, CaO and Fe2O3 are ranging from 54.69 to 59.1 wt. %, 20.18 to 21.89 wt. %, 10.24 to 13.98 wt. % and 2.09 to 3.01 wt. %, respectively. The trace elements, including cobalt (Co), chromium (Cr) and nickel (Ni) are ranging from 6 to 31 ppm, 401 to 1005 ppm and 789 to 987 ppm, respectively. The Fe2+/(Mg2+ + Fe2+) ratios for the bulk rock range from 0.10 to 0.14. Gemologically, the nephrite exhibits a color range from light-green to green, a refractive index from 1.61 to 1.62, specific gravity from 2.97 to 3.04, a hardness from 5.8 to 6.2, and Schmidt hammer values from 38.00 to 39.60 MPa. These properties are consistent with typical nephrite characteristics. The intensity of light to dark green color is controlled by variations in the contents of Fe, Cr and Ni. Additionally, the Fe2+/(Mg2+ + Fe2+) ratio, along with high contents of Ni and Cr, and field observations suggest that the nephrite is of serpentinite-related origin, having undergone hydrothermal metasomatic transformation through elemental exchange between the silica-rich intrusions and host ultramafic rocks. The findings of this study contribute valuable insights into the geological processes of nephrite formation, which may aid in the exploration and research of nephrite deposits in other regions.
通过对软玉的宝石学、矿物学和地球化学性质的研究,对其质量进行了评价。岩石学分析表明,软玉主要由透闪石组成,少量含放光石,而寄主岩蛇纹岩主要由温石棉和反长岩组成,含透闪石、透辉石、黝帘石、滑石和斜长石。地球化学上,SiO2、MgO、CaO、Fe2O3等主要氧化物含量分别为54.69 ~ 59.1 wt. %、20.18 ~ 21.89 wt. %、10.24 ~ 13.98 wt. %和2.09 ~ 3.01 wt. %。微量元素钴(Co)、铬(Cr)和镍(Ni)含量分别为6 ~ 31 ppm、401 ~ 1005 ppm和789 ~ 987 ppm。整体岩石的Fe2+/(Mg2+ + Fe2+)比值为0.10 ~ 0.14。从宝石学上看,软玉的颜色范围为浅绿色至绿色,折射率为1.61 ~ 1.62,比重为2.97 ~ 3.04,硬度为5.8 ~ 6.2,施密特锤值为38.00 ~ 39.60 MPa。这些性质符合软玉的典型特征。浅绿色到深绿色的强弱受铁、铬、镍含量变化的控制。此外,该软玉的Fe2+/(Mg2+ + Fe2+)比值、较高的Ni和Cr含量以及野外观测表明,该软玉与蛇辉岩有关,通过富硅侵入体与寄主超基性岩石之间的元素交换发生了热液交代转化。研究结果对研究软玉形成的地质过程具有重要意义,对其他地区软玉矿床的勘探和研究具有指导意义。
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引用次数: 0
Linking mineralogical, geochemical, and textural controls to petrophysical signatures in the Kiruna Mining District, Sweden 瑞典基律纳矿区的矿物、地球化学和构造控制与岩石物理特征的联系
Pub Date : 2025-08-21 DOI: 10.1016/j.oreoa.2025.100114
Ervin Veress , Oskar Rydman , Rayhan A. Farrenzo , Joel B.H. Andersson , Mathis Warlo , Irvine R. Annesley , Tobias E. Bauer
Discoveries of deposits at shallow depths are becoming scarce, leading exploration efforts to increasingly focus on deeper targets. Traditional exploration techniques for subsurface mapping are often ineffective in terrains obscured by vegetation and glacial sediments, prompting the development of new methods, particularly those centered on geophysics. While geophysical surveys can be valuable for peering beneath the surface cover, reducing initial exploration costs, they are often insufficient to resolve the three-dimensional architecture in structurally complex settings. Integrating geological and geophysical studies ensures that geological characteristics of rock units and structural frameworks are considered, leading to geologically validated results. Merging geological and geophysical models demands a strong understanding of how physical properties are distributed and influenced by geological factors. Our study aims to enhance the understanding of geological factors controlling petrophysical properties in the Kiruna Mining District (Sweden). We conducted an integrated analysis of geochemistry, mineralogy, texture, and petrophysical properties from 35 outcrop locations, including 105 density, magnetic susceptibility, and P-wave velocity measurements from the Kiruna area. The results reveal not only distinct contrasts between lithological units but also significant intraformational variability driven by alteration and fabric, which can obscure lithological boundaries in geophysical surveys. Structural processes such as crustal shortening and basin inversion were found to impose a strong control on the petrophysical properties, contributing to complex and diagnostic signatures. The geological-petrophysical framework presented in this study serves as a foundation for integrated studies in northern Sweden, enabling geophysical methods to serve as a tool for understanding mineral system components and test conceptual models.
在浅层发现的矿床越来越少,导致勘探工作越来越多地集中在更深的目标上。在植被和冰川沉积物遮挡的地形中,传统的地下测绘勘探技术往往是无效的,这促使了新方法的发展,特别是那些以地球物理为中心的方法。虽然地球物理调查对于探测地表覆盖下的情况很有价值,可以降低初始勘探成本,但它们往往不足以解决结构复杂环境中的三维结构。将地质和地球物理研究结合起来,可以确保考虑岩石单元和构造框架的地质特征,从而得到地质上有效的结果。合并地质和地球物理模型需要对物理性质如何分布和受地质因素的影响有深刻的理解。本研究旨在加深对瑞典基鲁纳矿区岩石物性控制因素的认识。我们对基鲁纳地区35个露头位置的地球化学、矿物学、结构和岩石物理性质进行了综合分析,包括105个密度、磁化率和纵波速度测量。结果不仅揭示了岩性单元之间的明显差异,还揭示了由蚀变和构造驱动的显著地层内变异性,这可能会模糊地球物理调查中的岩性边界。发现地壳缩短和盆地反转等构造过程对岩石物性有很强的控制作用,有助于形成复杂的诊断特征。本研究中提出的地质-岩石物理框架为瑞典北部的综合研究奠定了基础,使地球物理方法成为理解矿物系统组成部分和测试概念模型的工具。
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引用次数: 0
Petrographic characterization of organic matter and solid bitumen from the Pimenteiras Formation (Devonian), Parnaíba Basin (Brazil), potential for hydrocarbon generation 巴西Parnaíba盆地泥盆系Pimenteiras组有机质和固体沥青岩石学特征及生烃潜力
Pub Date : 2025-08-20 DOI: 10.1016/j.oreoa.2025.100113
Agostinho Mussa, Wolfgang Kalkreuth, Ana Maria Pimentel Mizusaki, Marleny Blanco González, Tais Freitas da Silva
The Paleozoic-Mesozoic Parnaiba Basin is an intraplate volcano-sedimentary basin which the Pimenteiras Formation (Devonian) has the higher potential for hydrocarbon generation, mainly gas and condensate. The present study aims to make a petrographic characterization of organic matter and solid bitumen from the Pimenteiras Formation (Devonian), Parnaíba Basin (Brazil), potential for hydrocarbon generation. The study observed the presence of solid bitumen, formed as a result of the cracking of terrestrial organic matter (gas-prone) and marine organic matter (oil-prone) during diagenesis and catagenesis. These solid bitumens were classified according to the reflectance values such as glance pitch, grahamite and epi-impsonite. The solid bitumens were observed in all analyzed wells with a significance variation in terms of thermal maturity from top to bottom of the Pimenteiras sequence. High reflectance values (epi-impsonite) were observed in samples located at the bottom of the sequence in relation to the top samples, mainly in the BP-77 well. On the other hand, significance variations in terms of vitrinite reflectance values were not observed in samples close to igneous intrusions. Greater presence of macerals such as vitrinite and inertinite was identified, and rarely were observed liptinites. Large particles of solid bitumens were observed, being mostly biostructured and characterized by a homogeneous gray surface, mostly well preserved and isotropic. Similar biostructuring was also observed in palynofacies data, through the phytocasts. The solid bitumen reflectance ranges from 0.46 to 1.16 %Ro in the BP-77 well samples, with vitrinite reflectance equivalent (VREo) ranging from 0.68 to 1.12 %Ro, from 0.33 to 0.50 %Ro (with VREo varying from 0.60 to 0.71 %Ro) in the BP-59 well samples, and between 0.36 and 0.7 %Ro with VREo varying between 0.62 and 0.84 %Ro in the BP-22 well samples, respectively. These data suggest that the organic matter ranges from early to late mature in terms of thermal maturity. On the other hand, the solid bitumen versus vitrinite reflectance, and solid bitumen versus Tmax suggest that the OM (organic matter) varies from immature to early mature. The presence of solid bitumens suggests a thermal maturity of the organic matter and potential for hydrocarbon generation.
古生代-中生代Parnaiba盆地是一个板内火山-沉积盆地,其中泥盆系Pimenteiras组具有较高的生烃潜力,以天然气和凝析油为主。本研究旨在对巴西Parnaíba盆地泥盆系Pimenteiras组有机质和固体沥青进行岩石学表征,探讨其生烃潜力。研究发现,在成岩作用和变质作用过程中,陆相有机质(倾向于气)和海相有机质(倾向于油)裂解形成了固体沥青。这些固体沥青根据反光沥青、灰长沥青和外延沥青等反射率值进行分类。在所有分析井中均观察到固体沥青,在Pimenteiras层序上至下的热成熟度有显著差异。在层序底部(主要是BP-77井)的样品中,观察到相对于顶部样品的高反射率值(epi- imponite)。另一方面,在靠近火成岩侵入体的样品中,镜质组反射率值没有显著变化。镜质组和惰质组等矿物较多,而很少观察到脂质组。观察到固体沥青的大颗粒,大部分是生物结构,其特征是均匀的灰色表面,大部分保存完好且各向同性。类似的生物结构也通过植物模型在孢粉相数据中观察到。BP-77井样品的固体沥青反射率范围为0.46 ~ 1.16%,BP-59井样品的镜质体反射率当量(VREo)范围为0.68 ~ 1.12%,BP-22井样品的镜质体反射率当量(VREo)范围为0.33 ~ 0.50% (VREo范围为0.60 ~ 0.71%),BP-22井样品的镜质体反射率当量(VREo)范围为0.36 ~ 0.7% (VREo范围为0.62 ~ 0.84%)。这些数据表明,有机质的热成熟度从早成熟到晚成熟不等。另一方面,固体沥青与镜质组反射率的对比以及固体沥青与Tmax的对比表明有机质从未成熟到早期成熟。固体沥青的存在表明有机质的热成熟度和生烃潜力。
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引用次数: 0
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Ore and Energy Resource Geology
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