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Interesting Papers in Other Journals 其他期刊上的有趣论文
1区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-08-01 DOI: 10.5382/econgeo.118.5.ip01
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引用次数: 0
Ore-Grade Estimation from Hyperspectral Data Using Convolutional Neural Networks: A Case Study at the Olympic Dam Iron Oxide Copper-Gold Deposit, Australia 利用卷积神经网络从高光谱数据估计矿石品位:以澳大利亚奥林匹克坝氧化铁铜金矿为例
IF 5.8 1区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-08-01 DOI: 10.5382/econgeo.5023
Elias Martins Guerra Prado, C. R. de Souza Filho, Emmanuel John Muico Carranza
Acquiring information about the spatial distribution of ore grade in the subsurface is essential for exploring and discovering mineral resources. This information is derived commonly from the geochemical analysis carried out on drill core samples, which allows the quantification of the concentration of ore elements. However, these surveys are generally time-consuming and expensive, usually leading to information at a low spatial resolution due to large sampling intervals. The use of hyperspectral systems in the mining industry to characterize and quantify minerals in drill cores is increasing due to their efficiency and fast turnaround time. Here, we propose the use of convolutional neural networks on hyperspectral data to estimate Cu concentration in drill cores at the Olympic Dam iron oxide copper-gold deposit. The Cu concentration data obtained by drill core geochemical analysis and the mean spectra between the analyzed intervals obtained from hyperspectral data were used to train the machine learning model. The trained model was then used to estimate the Cu concentration of a test drill core, which was not used to train the model. In addition, the trained model was used to extrapolate the Cu concentration, at a centimetric spatial resolution, to the drill core intervals without geochemical analysis. Qualitative and quantitative evaluations of the results demonstrate the capabilities of the proposed method, which provided a root mean squared error of 0.48 for the estimation of Cu percentage along drill cores. The results indicate that the method could be beneficial for determining the spatial distribution of ore grade by supporting the selection of zones of interest where more detailed analyses are appropriate, reducing the number of samples needed to characterize and identify the ore zones, and assisting in the estimation of the volume with commercially viable ore, thereby potentially reducing the geochemical assays needed and decreasing the data acquisition time.
获取地下矿石品位的空间分布信息是勘查和发现矿产资源的必要条件。这些信息通常来自对钻孔岩心样品进行的地球化学分析,从而可以量化矿石元素的浓度。然而,这些调查通常耗时且昂贵,由于采样间隔大,通常导致信息的空间分辨率低。由于高光谱系统的效率和快速周转时间,在采矿业中越来越多地使用高光谱系统来表征和量化岩心中的矿物。在这里,我们建议使用卷积神经网络对高光谱数据进行估计,以估计奥林匹克坝氧化铁铜金矿床岩心中的Cu浓度。利用岩心地球化学分析获得的Cu浓度数据和高光谱数据获得的分析区间之间的平均光谱来训练机器学习模型。然后使用训练好的模型来估计测试岩心的Cu浓度,而不是使用测试岩心来训练模型。此外,在没有地球化学分析的情况下,利用训练好的模型在厘米空间分辨率下推断出钻芯层段的Cu浓度。定性和定量评价结果证明了该方法的有效性,该方法对沿岩心方向的铜含量估算的均方根误差为0.48。结果表明,该方法有利于确定矿石品位的空间分布,支持选择更详细分析的感兴趣区域,减少表征和识别矿带所需的样品数量,并协助估计具有商业可行性的矿石的体积,从而可能减少所需的地球化学分析和减少数据采集时间。
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引用次数: 0
A Reevaluation of the Timing and Temperature of Copper and Molybdenum Precipitation in Porphyry Deposits 斑岩矿床铜钼析出时间和温度的再评价
IF 5.8 1区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-08-01 DOI: 10.5382/econgeo.5032
F. Cernuschi, J. Dilles, J. Osorio, J. Proffett, K. Kouzmanov
The timing and temperature at which copper-iron and molybdenum sulfide deposition occurs in porphyry deposits remain controversial. Petrologic estimates indicate that veins and wall-rock alteration zones containing copper-iron sulfides form in a wide temperature range from ~350° to 650°C. Most sulfides are hosted in potassium(K)-silicate–altered rock and quartz A veins or in early-halo alteration selvages formed above ~450°C. In contrast, cathodoluminescence (CL) imaging of A veins indicates that copper-iron sulfides are contained within a primary lucent (bright and gray)-CL quartz and are crosscut by microfractures filled with younger dull (dark and medium-gray)-CL quartz in direct contact with copper-iron sulfides. These observations have been interpreted as supporting late copper-iron sulfide introduction together with dull-CL quartz at moderate temperatures of ~300° to 450°C, based on fluid inclusion estimates. We provide new CL, QEMSCAN, and petrographic data and images of vein quartz as well as petrologic data of altered wall rock from Haquira East (Peru), Encuentro (Chile), and Batu Hijau (Indonesia) porphyry deposits, which were formed at conditions ranging from deep to shallow (~2–10 km). At all three deposits, dull-CL quartz in microfractures is ubiquitously observed crosscutting all generations of high-temperature lucent-CL quartz veins. Each lucent-CL vein type hosts distinct sulfide populations, crosscuts the others, and coexists in space within the copper and molybdenum ore zones. Within this ore zone, the dull-CL quartz only contains copper-iron sulfides where it transects old A veins and early halos, molybdenite where it transects young molybdenite-bearing quartz veins, and both copper-iron sulfides and molybdenite in younger B veins. Furthermore, where the dull-CL quartz crosscuts igneous or barren (deep) quartz veins, it typically lacks copper and molybdenum. Therefore, dull-CL quartz has no particular spatial or genetic affinity with copper-iron sulfides or molybdenite. We propose that copper was introduced and precipitated at high temperatures in stability with K-silicate alteration. In shallow porphyry deposits, most copper was introduced with lucent-CL quartz in A veins, likely formed via adiabatic decompression from magmatic lithostatic to hydrostatic conditions at ~450° to 600°C. In deep deposits, most copper is introduced with quartz-poor early halos, likely formed at a temperature range similar to that of A veins but during an early stage of retrograde silica solubility. The inferred timing and temperature of copper precipitation are consistent with available solubility experiments for copper-bearing solutions that suggest copper precipitation may start at a high temperature of ~600°C, and ~90% precipitates before it cools down to ~400°C. Much of the molybdenum is introduced and precipitated with discrete pulses of molybdenite-bearing quartz veins that crosscut and postdate copper-bearing A veins and early halos and,
在斑岩矿床中,铜铁和硫化钼沉积的时间和温度一直存在争议。岩石学估计表明,含铜铁硫化物的矿脉和围岩蚀变带形成于~350 ~ 650℃的宽温度范围内。大多数硫化物赋存于~450℃以上形成的钾硅酸盐蚀变岩和石英A脉或早晕蚀变边缘中。相比之下,A脉的阴极发光(CL)成像表明,铜铁硫化物包含在原生明亮(亮灰色)-CL石英中,并被与铜铁硫化物直接接触的充满较年轻暗淡(暗灰色)-CL石英的微裂缝所横切。根据流体包裹体估计,这些观测结果表明,在~300°至450°C的中等温度下,晚期铜铁硫化物与暗cl石英一起被引入。我们提供了新的CL、QEMSCAN、岩石学数据和岩石学图像,以及来自Haquira East(秘鲁)、Encuentro(智利)和Batu Hijau(印度尼西亚)斑岩矿床蚀变围岩的岩石学数据,这些斑岩矿床的形成条件从深到浅(~ 2-10 km)不等。在这三个矿床中,微裂缝中的暗cl石英普遍存在于各代高温亮cl石英脉中。每种亮cl脉型都含有不同的硫化物种群,并与其他硫化物种群相交,并在铜钼矿带内共存。在该矿带内,暗cl石英仅在与老A脉和早期晕相交的地方含有铜铁硫化物,在与含辉钼矿的年轻石英脉相交的地方含有辉钼矿,在较年轻的B脉中含有铜铁硫化物和辉钼矿。此外,在暗cl石英横切火成岩或贫瘠(深)石英脉的地方,通常缺乏铜和钼。因此,暗cl石英与铜铁硫化物或辉钼矿没有特殊的空间亲和性或遗传亲和性。我们认为铜是通过钾硅酸盐蚀变在高温下稳定析出的。在浅斑岩矿床中,大部分铜是与亮cl石英一起在A脉中引入的,可能是在~450°~ 600°C的岩浆静压到流体静压条件下绝热减压形成的。在深部铜矿床中,大部分铜是带着石英含量较低的早期晕引入的,这些晕可能是在与a脉相似的温度范围内形成的,但在硅溶解度逆行的早期阶段形成的。铜析出的时间和温度与含铜溶液的溶解度实验一致,表明铜析出可能在~600℃的高温下开始,在冷却到~400℃之前有~90%的铜析出。大部分钼是随着含辉钼矿石英脉的离散脉冲而引入和沉淀的,这些脉与含铜的A脉和早期晕相交叉并延后,在较小程度上,B脉可能同时携带铜和钼。含辉钼矿和贫瘠(深)石英脉形成于~550 ~ 650℃的相对高温,而含铜钼的B脉可能形成于~500℃附近的较低温度。在铜铁硫化物细脉(称为C脉)的形成过程中,以及在钾硅酸盐蚀变后的暗cl石英的沉淀过程中,铜的析出和局部铜的再活化过程仍在继续。C脉和更年轻的富含黄铁矿的D脉可能有绿泥石或绢云母镶边,由形成于~450°和300°~450°C的暗cl石英组成。在钾硅酸盐蚀变停止后,高温石英在持续冷却开始时发生热收缩,形成微裂缝贯穿于所有亮cl石英脉中。通过这些微裂缝运移的流体最初具有逆行的二氧化硅溶解度,这导致了较老的透明cl石英的溶解和腐蚀。C脉的形成在时间上可能与初始阶段重叠。在后期温度低于450°C时,流体在微裂缝中析出暗cl石英,并在较老的亮cl石英中溶解。在含铜铁硫化物的A、B脉和含辉钼矿的石英脉中,由于石英硫化物晶界是预先存在的不连续面,在体积收缩过程中优先打开,因此经常可以观察到腐蚀的亮cl石英和较年轻的暗cl石英充填体与较老的硫化物接触。总的来说,这些观察和估计与硅酸盐相岩石学和大量观察结果一致,即大多数铜铁硫化物沉淀在钾硅酸盐蚀变带或钾长石-白云母-黑云母组合的早期晕中。
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引用次数: 1
Diagenetic History and Timing of Cu and Zn-Pb Sulfide Mineralization in the Permian Kupferschiefer System, Saale Subbasin, Eastern Germany 德国东部Saale次盆地二叠系Kupferschiefer系铜、锌、铅硫化物成矿的成岩历史及成矿时代
IF 5.8 1区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-06-20 DOI: 10.5382/econgeo.5015
M. S. Mohammedyasin, J. Magnall, S. Gleeson, H. Schulz, A. Schleicher, J. Stammeier, Bodo-Carlo Ehling
The Southern Permian basin in central Europe contains a number of important high-grade sediment-hosted Cu deposits. Laterally extensive stratabound Cu and Zn-Pb sulfide mineralized rocks are located at a major stratigraphic redox boundary, where coarse-grained continental sandstones of the uppermost Rotliegend Group are overlain by carbonaceous mudstones (T1) and limestones (Ca1) of the Zechstein Formation. This study investigates the diagenetic evolution and style of sulfide mineralization in three drill cores that intersect Cu and Zn-Pb sulfide mineralized rocks at three locations (Sangerhausen, Allstedt, and Wallendorf) in the Saale subbasin (Eastern Germany), which is located at the southern margin of the Southern Permian basin. We combine macro- to microscale petrographic data (binocular, transmitted and reflected light, and scanning electron microscopy) with quantitative X-ray diffractometry and bulk-rock geochemical analyses. Petrographic results show extensive, primary-porosity-occluding, early diagenetic calcite cementation that predates both the diagenetic alteration of detrital clasts and sulfide mineralization. The highest-grade Cu and Zn-Pb sulfides (bornite, sphalerite, and galena) replace the calcite cement, with subordinate replacement of dolomite and detrital clasts. Quantitative mineralogical and geochemical data demonstrate that the highest base metal (Cu, Zn, and Pb) concentrations are associated with carbonate-rich samples, mostly as disseminated mineralization in the middle T1. Bulk-rock geochemical results show enrichment and covariation of redox-sensitive trace elements (RSTEs, e.g., Mo) with total organic carbon content toward the lower T1, consistent with highly reducing depositional conditions. Overall, the distribution and dissolution of calcite cement across this stratigraphic redox boundary provided the main control on the lateral migration of base metal-bearing fluids and high-grade Cu and Zn-Pb sulfide mineralization in the Saale subbasin.
欧洲中部的南二叠纪盆地含有许多重要的高品位沉积型铜矿床。横向广泛的层控铜、锌、铅硫化物矿化岩位于主要的地层氧化还原界面,上部Rotliegend群粗粒陆相砂岩被Zechstein组碳质泥岩(T1)和灰岩(Ca1)覆盖。本研究研究了位于南二叠纪盆地南缘的德国东部萨勒次盆地(Saale subbasin) Sangerhausen、Allstedt和Wallendorf三个地点的三个钻芯中Cu和Zn-Pb硫化物矿化岩的成岩演化和硫化物矿化类型。我们将宏观和微观岩石学数据(双目、透射和反射光、扫描电子显微镜)与定量x射线衍射和块状岩石地球化学分析相结合。岩石学结果显示广泛的原生孔隙封闭、早期成岩方解石胶结作用早于碎屑成岩蚀变和硫化物成矿作用。最高品位的Cu和Zn-Pb硫化物(斑铜矿、闪锌矿和方铅矿)取代方解石胶结物,次要取代白云岩和碎屑碎屑。定量矿物学和地球化学数据表明,铜、锌、铅等贱金属浓度最高的样品与碳酸盐富集有关,主要表现为中T1期浸染状矿化。整体岩石地球化学结果显示,氧化还原敏感微量元素(RSTEs,如Mo)与总有机碳含量向低T1方向富集和共变,符合高还原沉积条件。综上所述,方解石胶结物在该地层氧化还原界面上的分布和溶解是控制萨勒次盆地含母金属流体横向运移和高品位铜、锌、铅硫化物成矿的主要因素。
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引用次数: 1
Interesting Papers in Other Journals 其他期刊上的有趣论文
1区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-06-01 DOI: 10.5382/econgeo.118.4.ip01
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引用次数: 0
The Age and Origin of the Ruwai Polymetallic Skarn Deposit, Indonesia: Evidence of Cretaceous Mineralization in the Central Borneo Metallogenic Belt 印度尼西亚汝外多金属矽卡岩矿床的时代与成因:婆罗洲中部成矿带白垩系成矿作用的证据
IF 5.8 1区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-05-30 DOI: 10.5382/econgeo.5009
C. Dana, A. Agangi, A. Idrus, C. Chelle-Michou, Chunkit Lai, Mizuki Ishida, M. Guillong, I. González-Álvarez, R. Takahashi, Moei Yano, K. Mimura, J. Ohta, Y. Kato, Doly R. Simbolon, X. Xia
The Ruwai skarn deposit is the largest polymetallic skarn deposit in Borneo and is located in the Schwaner Mountains. The skarns and massive orebodies are hosted in marble of the Jurassic Ketapang Complex, which was intruded by Cretaceous Sukadana granitoids. The prograde-stage garnet and retrograde-stage titanite yielded U-Pb ages of 97.0 ± 1.8 to 94.2 ± 10.3 Ma and 96.0 ± 2.9 to 95.0 ± 2.0 Ma, respectively. These ages are similar to Re-Os ages obtained on sulfides (96.0 ± 2.3 Ma) and magnetite (99.3 ± 3.6 Ma). The U-Pb zircon ages reveal that magmatism at Ruwai occurred in three phases, including the Early Cretaceous (ca. 145.7 and 106.7–105.7 Ma; andesite-dacite), Late Cretaceous (ca. 99.7–97.1 Ma; diorite-granodiorite), and late Miocene (ca. 10.94–9.51 Ma; diorite-dolerite). Based on geochemical and stable isotopic data (C-O-S) the Ruwai skarn ores are interpreted to have formed from oxidized fluids at ca. 160 to 670°C. The ore-forming fluids and metals were mostly magmatic in origin but with significant crustal input. Ruwai skarn mineralization occurred in the Late Cretaceous, associated with Paleo-Pacific subduction beneath Sundaland after the Southwest Borneo accretion. Ruwai is the first occurrence of Cretaceous mineralization recognized in the Central Borneo metallogenic belt.
如外矽卡岩矿床是婆罗洲最大的多金属矽卡岩矿床,位于施瓦纳山脉。矽卡岩和块状矿体赋存于侏罗纪卡塔邦杂岩的大理岩中,该杂岩受白垩纪苏卡达纳花岗岩体侵入。顺行期石榴石和逆行期钛矿的U-Pb年龄分别为97.0±1.8 ~ 94.2±10.3 Ma和96.0±2.9 ~ 95.0±2.0 Ma。这些年龄与硫化物(96.0±2.3 Ma)和磁铁矿(99.3±3.6 Ma)的Re-Os年龄相似。U-Pb锆石年龄表明,汝外岩浆活动发生在早白垩世(约145.7和106.7 ~ 105.7 Ma)三个阶段;安山岩-英安岩),晚白垩世(约99.7-97.1 Ma);闪长岩-花岗闪长岩)和晚中新世(约10.94-9.51 Ma);diorite-dolerite)。根据地球化学和稳定同位素(C- o - s)资料,认为如外矽卡岩矿石形成于约160 ~ 670℃的氧化流体中。成矿流体和成矿金属以岩浆流体为主,地壳输入量较大。如外矽卡岩成矿发生于晚白垩世,与西南婆罗洲增生后巽他陆下古太平洋俯冲有关。如外是婆罗洲中部成矿带首次发现的白垩系矿化产状。
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引用次数: 0
IN SITU U-Pb DATING OF GARNET AND CASSITERITE FROM THE KANBAUK W-Sn(-F) SKARN DEPOSIT, DAWEI REGION, SOUTHERN MYANMAR: NEW INSIGHTS ON THE REGIONAL Sn-W METALLOGENY IN THE SOUTHEAST ASIAN TIN BELT 缅甸南部大威地区坎保西锡(-F)夕卡岩矿床石榴石和锡石的原位U-Pb定年——对东南亚锡带区域锡-锡成矿作用的新认识
IF 5.8 1区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-05-24 DOI: 10.5382/econgeo.5002
Wen Winston Zhao, Mei‐Fu Zhou, S. Dudka
Skarn ores have recently been identified beneath the historically mined placer Sn deposit at Kanbauk of the Dawei region, southern Myanmar. A large-tonnage skarn ore reserve at Kanbauk is estimated to be over 100 million tonnes, with reported ore grades of 0.17% WO3, 0.26% Sn, and 15.4% CaF2, potentially making it one of the largest W-Sn skarn deposits in the Southeast Asian tin belt. The mineralized skarns lie between marbles to the east and metasediments of the Mergui Group to the west. The timing of the mineralization is unclear, and thus the genetic relationship with regional magmatic events is not known. We report laser ablation-inductively coupled plasma-mass spectrometry U-Pb ages of garnet and cassiterite from the mineralized skarns. Garnet grains from the massive prograde skarns are typically subhedral to euhedral and show both sector and oscillatory zoning. They have 15 to 23% andradite (Ad), 55 to 67% grossularite (Gr), and 16 to 30% pyralspite (Py) (Ad15-23Gr55-67Py16-30) and contain 0.08 to 306 ppm U with a lower intercept 206Pb/238U age of 56.0 ± 1.5 Ma. Cassiterite grains from retrograde veinlets are subhedral to anhedral and have U contents from 110 to 12,000 ppm with a lower intercept 206Pb/238U age of 54.2 ± 1.7 Ma. Garnet and cassiterite have ages consistent within error and can be taken to indicate the formation of the Kanbauk W-Sn(-F) skarn deposit at around 55 Ma. Together with published ages of primary Sn-W deposits in the Dawei region, our study confirms a westwardly younging trend of mineralization toward the coast and provides support for rollback of the Neo-Tethyan subducting slab since the Late Cretaceous, which is considered as the main mechanism for the regional, extensive Sn-W mineralization.
最近,在缅甸南部Dawei地区坎包的历史上开采的砂矿锡矿床下发现了斯卡岩矿石。坎包的大吨位矽卡岩矿石储量估计超过1亿吨,矿石品位为0.17% WO3, 0.26% Sn, 15.4% CaF2,有可能成为东南亚锡矿带最大的W-Sn矽卡岩矿床之一。矿化夕卡岩位于东部的大理岩和西部的默桂群变质沉积岩之间。成矿的时间尚不清楚,因此与区域岩浆事件的成因关系尚不清楚。我们报道了矿化夕卡岩中石榴石和锡石的激光烧蚀-电感耦合等离子体质谱U-Pb年龄。块状进阶矽卡岩的石榴石颗粒呈亚面状至自面状,呈扇形分带和振荡分带。它们含有15 ~ 23%的黄钨矿(Ad)、55 ~ 67%的菱钨矿(Gr)和16 ~ 30%的吡钨矿(Py) (Ad15-23Gr55-67Py16-30), U含量为0.08 ~ 306 ppm, 206Pb/238U年龄为56.0±1.5 Ma。逆行细脉锡石颗粒呈半面体~正面体,U含量为110 ~ 12000 ppm, 206Pb/238U年龄为54.2±1.7 Ma。石榴石和锡石的年龄在误差范围内一致,可以用来指示坎包W-Sn(-F)夕卡岩矿床形成于55 Ma左右。结合已公布的大围地区Sn-W原生矿床年龄,证实了成矿向西向海岸年轻化的趋势,为晚白垩世以来新特提斯俯冲板块的回退提供了支持,认为这是该区广泛Sn-W成矿的主要机制。
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引用次数: 0
Evolution of the Hydrothermal System Associated with the ABM Replacement-Style Volcanogenic Massive Sulfide Deposit, Finlayson Lake District, Yukon, Canada 加拿大育空地区Finlayson湖区ABM置换型火山岩块状硫化物矿床热液系统演化
IF 5.8 1区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-05-24 DOI: 10.5382/econgeo.5004
N. Denisová, S. Piercey
The ABM deposit, Finlayson Lake district, Yukon, Canada, is a bimodal-felsic, replacement-style volcanogenic massive sulfide (VMS) deposit (19.1 Mt @ 6.6 wt % Zn, 0.9 wt % Cu, 2.0 wt % Pb, 1.4 g/t Au, and 148 g/t Ag) hosted by Late Devonian continental back-arc–related volcanosedimentary rocks of the Kudz Ze Kayah formation. The VMS-related hydrothermal alteration associated with the deposit extends >1 km beyond the mineralization. Zones of pervasive sericite and chlorite alteration occur proximal to the massive sulfide lenses (<50 m) both in the hanging wall and the footwall, and zones of pervasive sericite and moderate sericite ± chlorite alteration extend laterally from the mineralization and into the hanging wall and footwall for hundreds to thousands of meters. Geochemical data and petrographic observations indicate that feldspar destruction and formation of white mica and chlorite were the main alteration processes. In both the hanging wall and footwall to the mineralization, base (e.g., Zn, Cu, Pb) and trace metals (e.g., Sb, Tl, Mo) form halos with elevated values up to 100 and 200 m, respectively. The paragenesis and the formation conditions of the hydrothermal alteration were determined through petrography of hydrothermal alteration assemblages and their crosscutting relationships, electron microprobe analyses of the compositions of white mica, chlorite, and carbonate, and illite-chlorite geothermometry. These data suggest that the sericite ± chlorite assemblage was the earliest and most extensive phase of the hydrothermal alteration that formed at temperatures around 215° ± 30°C. Overprinting the sericite-chlorite assemblage is the pervasive sericite assemblage that formed at temperatures around 250° ± 15°C. The pervasive chlorite assemblage formed at temperatures around 320° ± 10°C and overprints the preceding sericite-rich assemblages. Microprobe analyses of white mica and chlorite generally show that Mg-rich varieties are more common proximal to mineralization and formed earlier in the deposit paragenesis than Fe-rich varieties. Mineralogy derived from short-wave infrared data for mica and chlorite, however, shows no clear spatial trends across the deposit due to complex overprinting relationships between alteration minerals.
加拿大育空地区Finlayson湖区ABM矿床是一个双峰长英质、替代型火山块状硫化物矿床(19.1 Mt @ 6.6 wt % Zn、0.9 wt % Cu、2.0 wt % Pb、1.4 g/t Au和148 g/t Ag),赋存于晚泥盆世陆相弧后火山岩中。与矿床相关的vms热液蚀变向矿化方向延伸>1 km。在上、下盘块状硫化物透镜体附近(<50 m)均出现普遍绢云母蚀变带和绿泥石蚀变带,普遍绢云母蚀变带和中等绢云母±绿泥石蚀变带沿矿化方向向上、下盘延伸数百~数千米。地球化学资料和岩石学观测表明,长石的破坏和白色云母和绿泥石的形成是主要的蚀变过程。在矿化上、下盘,碱(如Zn、Cu、Pb)和微量金属(如Sb、Tl、Mo)形成晕,晕值分别升高至100 m和200 m。通过热液蚀变组合岩相学及其横切关系、白云母、绿泥石和碳酸盐组成的电子探针分析和伊利—绿泥石地温测量,确定了热液蚀变的共生作用和形成条件。这些数据表明,绢云母±绿泥石组合是热液蚀变最早和最广泛的阶段,形成于215°±30°C左右。覆盖绢云母-绿泥石组合的是普遍存在的绢云母组合,形成于250°±15°C左右。普遍存在的绿泥石组合形成于320°±10°C左右,覆盖了之前的富绢云母组合。对白色云母和绿泥石的显微分析表明,富镁品种在成矿近端较富镁品种更为常见,且在矿床共生期形成较早。然而,云母和绿泥石的短波红外数据显示,由于蚀变矿物之间复杂的叠印关系,整个矿床的矿物学没有明确的空间趋势。
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引用次数: 2
Geology of Porphyry Cu-Au and Epithermal Cu-Au-Ag Mineralization at Filo del Sol, Argentina-Chile: Extreme Telescoping During Andean Uplift 阿根廷-智利Filo del Sol斑岩型Cu-Au和浅成热液型Cu-Au- ag成矿地质:安第斯隆起时期的极端伸缩
IF 5.8 1区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-05-24 DOI: 10.5382/econgeo.5029
J. Perelló, R. Sillitoe, Joaquín Rossello, Julián Forestier, Guido Merino, Diego Charchaflié
Filo del Sol is a composite porphyry-epithermal deposit, straddling the frontier between Argentina and Chile at latitude 28°29′ S, that has attracted a great deal of recent attention because of several drill intersections in excess of 1 km long with unusually high Cu, Au, and Ag grades. The deposit is part of the 8.5-km-long, N- to NE-trending Filo del Sol alignment of porphyry and high-sulfidation epithermal centers, which, in turn, is located in the newly defined Vicuña metallogenic belt that unites the well-known late Oligocene to middle Miocene Maricunga and El Indio belts. The deposit is hosted by Permian felsic volcanic rocks intruded by Triassic monzogranite and, nearer the surface, by shallowly dipping Late Cretaceous volcano-sedimentary rocks. These lithologic units were intruded by several generations of mafic dikes and high-level sills and, in the middle Miocene, by a parallel swarm of composite diorite porphyry dikes. An intermineral magmatic-hydrothermal breccia body is closely associated with the porphyry dikes and subsequently cut at shallow levels by a smaller, finer-grained breccia of phreatic and, possibly, phreatomagmatic origin. Early Cu-Au mineralization, mainly as chalcopyrite, is associated with K-feldspar- and biotite-bearing potassic alteration and accompanying A-type quartz-veinlet stockworks. The potassic zone was massively overprinted and extensively reconstituted by a zone of vuggy residual quartz and silicification in the core of the deposit, flanked by quartz-alunite as part of a more extensive lithocap. These alteration types host high-sulfidation Cu-Au-Ag mineralization as pyrite with early enargite and later bornite, chalcocite, covellite, and numerous Ag-bearing sulfosalts, with the highest grades typically confined to vuggy residual quartz. Largely barren, steam-heated alteration is preserved above and overprinted on the lithocap. The results of radiometric dating (six U-Pb and 22 Re-Os ages) show that porphyry intrusion and potassic alteration began at ~15 Ma and lasted for nearly 1 m.y., although most of the molybdenite samples reported ages from 14.7 to 14.4 ± 0.06 Ma. This short interval coincided with a pulse of regional compressive tectonism accommodated by high-angle, thick-skinned, reverse faulting of basement-cored blocks, and concomitant uplift and exhumation. This uplift gave rise to ~1 km of erosion during formation of the Filo del Sol deposit, thereby accounting for the extreme telescoping of high-sulfidation over porphyry mineralization. Spatial association of these middle Miocene intrusion centers with dated middle Permian and Eocene mineralization suggests deep-seated structural control of the Filo del Sol alignment. Ongoing supergene processes under low-pH conditions produced a near-surface resource dominated by chalcanthite, with minor underlying chalcocite enrichment, as well as partially oxidizing a shallow zone of high-grade Ag mineralization.
Filo del Sol是一个复合斑岩-浅成热液矿床,位于南纬28°29′S,横跨阿根廷和智利之间的边界,由于几个超过1公里长的钻孔交叉点具有异常高的Cu、Au和Ag品位,最近引起了人们的广泛关注。该矿床位于新近确定的Vicuña成矿带中,该成矿带连接着著名的晚渐新世至中新世中期Maricunga和El Indio带。该成矿带长8.5 km,由N- ne向Filo del Sol斑岩和高硫化浅成热液中心组成。矿床赋存于二叠纪长英质火山岩中,受三叠纪二长花岗岩侵入,近地表为浅浸的晚白垩世火山沉积岩。这些岩性单元被几代基性岩脉和高级岩脉侵入,在中新世中期,被平行的闪长斑岩岩脉群侵入。矿间岩浆-热液角砾岩体与斑岩岩脉密切相关,随后在浅层被较小的、细粒的潜水成因角砾岩切割,也可能是潜水成因角砾岩。早期铜金成矿以黄铜矿为主,与含钾长石和黑云母的钾蚀变有关,并伴有a型石英脉入口网。钾质带被大量叠印,并被矿床核心的空洞残余石英和硅化区广泛重建,两侧是石英明矾石,作为更广泛的岩盖的一部分。这些蚀变类型含有高硫化铜-金-银矿化,如黄铁矿、早期辉石矿和晚期斑铜矿、辉铜矿、钴岩矿和大量含银亚硫酸盐,最高品位通常局限于孔洞残余石英中。大部分贫瘠的、蒸汽加热的蚀变被保存在上面,并叠印在岩盖上。放射性测年(6个U-Pb年龄和22个Re-Os年龄)结果表明,斑岩侵入和钾蚀变始于~15 Ma,持续时间近1 Ma,而辉钼矿样品的年龄大多在14.7 ~ 14.4±0.06 Ma之间。这一短间隔与区域挤压构造运动的脉冲相吻合,该运动由基底核块体的高角度、厚皮、逆断裂以及伴随的隆升和掘出所适应。在Filo del Sol矿床形成过程中,这种隆起造成了约1公里的侵蚀,从而导致了斑岩矿化的高硫化物的极端伸缩。这些中中新世侵入中心与中二叠世和始新世成矿时间的空间关联表明,Filo del Sol走向受深层构造控制。在低ph条件下持续的表生作用形成了以辉铜矿为主的近地表资源,下伏辉铜矿少量富集,并部分氧化了浅层高品位银矿化带。
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引用次数: 0
Role of Mg Gangue Minerals in Natural Analogue CO2 Sequestration 镁脉石矿物在自然模拟CO2封存中的作用
IF 5.8 1区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-05-01 DOI: 10.5382/econgeo.4981
J. Declercq, R. Bowell, C. Brough, A. Barnes, R. Griffiths
Mineral carbonation reactions consume CO2 and thus have the potential for the long-term fixation of atmospheric CO2. This paper explores the possibility of integrating industrial-scale carbon storage into mining operations. Ultramafic rocks are typically considered to be one the most promising rocks for carbon capture and storage owing to their high content of Mg-bearing silicate minerals, such as forsterite (Mg2SiO4) and serpentine (Mg3Si2O5(OH)4). Beyond the thermodynamic considerations showing that magnesite (MgCO3) and quartz (SiO2) form from forsterite and serpentine alteration, the degree to which CO2 is carbonated depends on the kinetics of the reaction. For industrial carbon capture and storage to be viable, reasonable carbonation efficiency has to be achieved. To this effect, the reaction rates have to be increased, which can be achieved either by increasing the reactive surface area, increasing the reaction temperature, or using reagents to drive the reactions. However, these approaches are usually energy demanding or not efficient enough. As part of its activities, the mining industry excavates tens or hundreds of million metric tons of rock per mine and in certain areas these mafic rock groups can represent a significant percentage of the waste material left on the surface. This could represent a locally important source of readily available material for carbon capture and storage if the conversion process is sufficiently efficient. To test and quantify the carbonation potential of mine waste, a sample of serpentine skarn waste rock obtained from an iron ore mine in Sweden was reacted for 60 weeks in a laboratory humidity-cell test (HCT) at 20°C. The results show the dissolution of olivine, the precipitation of serpentine, an increase in the neutralization potential of the sample, and the appearance of inorganic carbon during the 60 weeks of testing. At ambient temperatures the sluggish precipitation kinetics of secondary phases will favor the formation of more hydrous Mg silicate phases, such as serpentine (Mg3Si2O5(OH)4), in place of Mg-bearing carbonates. This reaction lowers considerably the efficiency of forsterite carbonation, as only 25% of the Mg released from forsterite dissolution to form carbonate minerals. This study aims to model the carbonation efficiency of Mg silicates through the use of models supported by laboratory testwork and taking the example of a mine site in northern Sweden. This study evaluates the reaction of CO2 with Mg-bearing silicate rocks and the demonstration that carbonation reactions occur with Mg silicate wastes consuming CO2. Consequently, weathering of waste rock may well represent an important sink for carbon in the environment.
矿物碳酸化反应消耗二氧化碳,因此具有长期固定大气二氧化碳的潜力。本文探讨了将工业规模的碳储存整合到采矿作业中的可能性。超镁质岩石通常被认为是最有希望捕获和储存碳的岩石之一,因为它们含有高含量的含镁硅酸盐矿物,如橄榄石(Mg2SiO4)和蛇纹石(Mg3Si2O5(OH)4)。除了热力学方面的考虑表明菱镁矿(MgCO3)和石英(SiO2)是由橄榄石和蛇纹石蚀变形成的,二氧化碳的碳化程度取决于反应的动力学。为了使工业碳捕获和储存可行,必须实现合理的碳化效率。为了达到这个效果,必须提高反应速率,这可以通过增加反应表面积、提高反应温度或使用试剂来驱动反应来实现。然而,这些方法通常需要消耗能源,或者效率不够高。作为其活动的一部分,采矿业每个矿山挖掘数千万或数亿公吨的岩石,在某些地区,这些基性岩石群可以代表留在地表的废物的很大比例。如果转换过程足够有效,这可能是当地一个重要的现成碳捕获和储存材料来源。为了测试和量化矿山废物的碳化潜力,从瑞典的一个铁矿中获得的蛇形矽卡岩废物岩石样本在20°C的实验室湿池测试(HCT)中反应了60周。结果表明,在60周的测试过程中,样品中橄榄石溶解,蛇纹石沉淀,中和电位升高,无机碳出现。在环境温度下,次生相的缓慢沉淀动力学将有利于形成更多含水的镁硅酸盐相,如蛇纹石(Mg3Si2O5(OH)4),以取代含镁碳酸盐。这一反应大大降低了forsterite碳酸化的效率,因为只有25%的Mg从forsterite溶解中释放出来形成碳酸盐矿物。本研究旨在通过使用实验室测试工作支持的模型,并以瑞典北部的一个矿场为例,对镁硅酸盐的碳化效率进行建模。本研究评价了CO2与含镁硅酸盐岩的反应,并论证了硅酸镁废弃物消耗CO2会发生碳酸化反应。因此,废石的风化作用很可能是环境中碳的重要汇。
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引用次数: 2
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Economic Geology
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