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A Fluid Chemical Study of the World-Class, Intrusion-Related Archean Windfall Gold Deposit, Quebec, Canada 加拿大魁北克世界级太古宙突发性金矿流体化学研究
IF 5.8 1区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-08-23 DOI: 10.5382/econgeo.5033
Brandon Choquette, D. Kontak, Édouard Côté-Lavoie, M. Fayek
Windfall is a world-class Archean intrusion-related Au deposit (7.4+ Moz of Au) located in the underexplored Urban-Barry greenstone belt (Quebec, Canada). The deposit remains an enigmatic Au setting—its intrusion-related features contrast with the more common orogenic deposit type in the Au-endowed Abitibi greenstone belt. Mineralization consists of quartz-pyrite-carbonate ± tourmaline veins and stockworks that cut sericite-pyrite ± silica ± tourmaline ± fuchsite replacement zones, all of which overprint a swarm of 2697.6 ± 2.6 Ma quartz-feldspar porphyry dikes. That the ore zones and quartz-feldspar porphyry dikes are cut by a later set of 2697.6 ± 0.4 Ma quartz-feldspar porphyry dikes constrains mineralization temporally and spatially to intrusive activity. To further address the deposit genesis, ore petrology integrated with scanning electron microscopy-energy dispersive spectrometry analysis and cathodoluminescence imaging, laser ablation-inductively coupled plasma-mass spectrometry mapping of pyrite, fluid inclusion studies, and in situ secondary ion mass spectrometry isotopic studies (O, S) were completed. Ore-related sulfides are dominated by pyrite with lesser arsenopyrite, sphalerite, chalcopyrite, tennantite-tetrahedrite, galena, gold, electrum, and minor Sb-rich and telluride alloys. Four pyrite generations (Py1-Py4) occur, with elemental maps indicating primary Au is related to As-rich Py2 that is also enriched in Ag-Sb-Hg-Cu-Zn-Pb-Bi-Te. The δ34Spyrite values are similar for Py1 to Py3, with an inferred δ34Sfluid of ~5‰ consistent with a magmatic reservoir, whereas δ18Oquartz for both igneous (avg = 8.4‰, n = 28) and vein (5.7–14.6‰, n = 53) material suggests mixing of a magmatic fluid with an 18O-poor reservoir. Fluid inclusion studies from pre- to postmineralization veins indicate the predominance of a carbonic (±CH4) fluid, with rare aqueous-carbonic (CO2 = 5–98 mol %) and variably saline aqueous types. Whereas the data are considered to best reflect an intrusion-related deposit model, we note that some data, such as the carbonic-rich nature of fluid inclusions and large range in δ18Oquartz, are equivocal in regard to their meaning, and thus further studies are needed to resolve some aspects of this ore system.
横空金矿是一个世界级的太古宙侵入体相关金矿床(含金7.4+ Moz),位于加拿大魁北克省未开发的Urban-Barry绿岩带。该矿床仍然是一个神秘的金矿背景,其与侵入体有关的特征与阿比提比绿岩带中更为常见的造山带矿床类型形成对比。成矿作用由石英-黄铁矿-碳酸盐±电气石脉网和切出绢云母-黄铁矿±二氧化硅±电气石±复辉石替换带组成,并叠印了一群2697.6±2.6 Ma的石英-长石斑岩脉。成矿带和石英长石斑岩岩脉被后一套2697.6±0.4 Ma的石英长石斑岩岩脉切割,在时间和空间上限制了成矿作用受侵入活动的影响。为了进一步研究矿床成因,完成了矿石岩石学与扫描电镜-能量色散光谱分析和阴极发光成像相结合的研究,完成了激光烧蚀-电感耦合等离子体质谱测定黄铁矿,流体包裹体研究和原位二次离子质谱同位素研究(O, S)。与矿石相关的硫化物以黄铁矿为主,少量含砷黄铁矿、闪锌矿、黄铜矿、tentente -tetrahedrite、方铅矿、金、银以及少量富sb和碲化物合金。黄铁矿有4代(Py1-Py4),元素图显示原生Au与富as的Py2有关,Py2也富集Ag-Sb-Hg-Cu-Zn-Pb-Bi-Te。Py1和Py3的δ34Spyrite值相似,推断δ 34s5‰与岩浆储层一致,而火成岩(avg = 8.4‰,n = 28)和脉岩(5.7 ~ 14.6‰,n = 53)物质的δ18Oquartz值表明岩浆流体与18o差储层混合。成矿前至成矿后脉体流体包裹体研究表明,以碳(±CH4)流体为主,少见水-碳(CO2 = 5-98 mol %)和变盐水型。虽然这些数据被认为最能反映与侵入有关的矿床模式,但我们注意到一些数据,如流体包裹体的富碳性质和δ 18o石英的大范围,在其意义上是模棱两可的,因此需要进一步研究来解决该矿床系统的某些方面。
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引用次数: 0
Metallogenic Setting and Temporal Evolution of Porphyry Cu-Mo Mineralization and Alteration in the Delamerian Orogen, South Australia: Insights From Zircon U-Pb, Molybdenite Re-Os, and In Situ White Mica Rb-Sr Geochronology 南澳Delamerian造山带斑岩Cu-Mo矿化与蚀变的成矿背景与时间演化——来自锆石U-Pb、辉钼矿Re-Os和原地白云母Rb-Sr年代学的启示
IF 5.8 1区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-08-23 DOI: 10.5382/econgeo.5012
Wei Hong, A. Fabris, T. Wise, A. Collins, Sarah E. Gilbert, D. Selby, S. Curtis, A. Reid
Paleozoic porphyry-style hydrothermal alteration and mineralization has previously been recognized within the Delamerian orogen, South Australia, where porphyry prospects include Anabama Hill, Netley Hill, and Bendigo. However, limited exploration due in part to thick postmineralization cover hinders the understanding of the temporal context, metallogenic setting, and mineral potential of the porphyry systems along the Proterozoic continental margin of Australia. In this study, we have characterized the hydrothermal alteration and mineralization of these porphyry occurrences. Zircon U-Pb, molybdenite Re-Os, and white mica Rb-Sr ages have been determined to constrain the timing for emplacement of magmatic intrusions, precipitation of metal-bearing sulfides, and duration of hydrothermal alteration in the Delamerian orogenic belt. Zircon U-Pb laser ablation-inductively coupled plasma-mass spectrometry (LA-ICP-MS) analyses of nine granitoids reveal that the intrusive rocks were emplaced mostly between 485 and 465 Ma, whereas three intrusions at Bendigo have zircon U-Pb ages of 490 to 480 Ma. Molybdenite isotope dilution-negative thermal ion mass spectrometry (ID-NTIMS) Re-Os dating of the four prospects identifies two porphyry Cu-Mo mineralization events at 480 and 470 to 460 Ma, respectively. Nineteen white mica Rb-Sr LA-ICP-MS/MS (tandem mass spectrometers) analyses return an age range between 455 and 435 Ma for phyllic alteration at the Anabama Hill and Netley Hill prospects, whereas intense white mica-quartz-pyrite alteration at Bendigo prospect appears to have developed between 470 and 460 Ma. These geochronologic results indicate that the Delamerian porphyry systems postdated subduction-related magmatism in the region (514–490 Ma) but instead formed within an inverted back-arc regime, where mineralized magmas and fluids ascended along favorable lithospheric-scale structures, probably due to asthenospheric upwelling triggered by mafic delamination. Porphyritic stocks, dikes, and aplites with ages of 470 to 460 Ma are the most likely hosts to porphyry-style mineralization in the Delamerian orogen that appears to have formed simultaneously with the oldest known porphyry systems in the intraoceanic Macquarie arc (e.g., Marsden, E43, and Milly Milly; 467–455 Ma). These results emphasize the significance and potential of Early-Middle Ordovician intrusive systems to host such a type of magmatic-hydrothermal mineralization in the Delamerian orogen.
古生代斑岩型热液蚀变和成矿作用已在南澳大利亚的Delamerian造山带被发现,斑岩远景包括Anabama Hill、Netley Hill和Bendigo。然而,由于较厚的成矿后覆盖,勘探有限,阻碍了对澳大利亚元古代大陆边缘斑岩系统的时间背景、成矿背景和矿物潜力的理解。在本研究中,我们描述了这些斑岩矿床的热液蚀变和矿化特征。确定了锆石U-Pb、辉钼矿Re-Os和白云母Rb-Sr年龄,以限制岩浆侵入岩体的侵位时间、含金属硫化物的沉淀和热液蚀变的持续时间。锆石U-Pb激光烧蚀-电感耦合等离子体质谱(LA-ICP-MS)分析表明,9个花岗岩类侵入岩的锆石U-Pb年龄大多在485 ~ 465 Ma之间,而本迪戈3个侵入岩的锆石U-Pb年龄在490 ~ 480 Ma之间。四个远景区辉钼矿同位素稀释-负热离子质谱(ID-NTIMS) Re-Os测年分别确定了480和470 ~ 460 Ma的斑岩铜钼矿化事件。19个白云母Rb-Sr LA-ICP-MS/MS(串联质谱)分析结果显示,Anabama Hill和Netley Hill勘探区的物性蚀变年龄范围在455 ~ 435 Ma之间,而Bendigo勘探区的强烈白云母-石英-黄铁矿蚀变发生在470 ~ 460 Ma之间。这些地质年代学结果表明,德拉美洲斑岩体系晚于该地区俯冲相关岩浆活动(514-490 Ma),而是形成于一个反向弧后体系,在该体系中,矿化岩浆和流体沿着有利的岩石圈尺度构造上升,这可能是由于基性剥离引发的软流圈上升流所致。年龄为470 ~ 460 Ma的斑岩岩脉、岩脉和斑岩最有可能是德拉美拉造山带斑岩型成矿的宿主,它似乎与洋内麦夸里弧中已知最古老的斑岩体系(如Marsden、E43和Milly Milly)同时形成;467 - 455 Ma)。这些结果强调了早-中奥陶世侵入体系在德拉美洲造山带孕育此类岩浆-热液成矿作用的重要性和潜力。
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引用次数: 0
A Model for the Lithospheric Architecture of the Central Andes and the Localization of Giant Porphyry Copper Deposit Clusters 安第斯山脉中部岩石圈构造模型与巨型斑岩型铜矿群的定位
IF 5.8 1区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-08-01 DOI: 10.5382/econgeo.5010
Alexander D. Farrar, D. Cooke, J. Hronsky, D. G. Wood, Sebastian B. Benavides, M. Cracknell, James F. Banyard, Santiago Gigola, T. Ireland, Simon M. Jones, J. Piquer
In the central Andes, giant porphyry copper deposits of similar ages group into discrete geographic clusters that are regularly spaced and aligned within orogen-parallel belts. This clustering highlights how exceptional geologic processes affected localized regions of the lithosphere during mineralization and that the spatial and temporal distribution of giant porphyry deposits is nonrandom. Development of favorable regions of lithosphere for significant metal concentration are linked to the overlap of structural pathways that focus fluid and magma flow from the mantle to upper crust during high-horizontal-compressive-strain events. These structural pathways are notoriously difficult to identify in the field due to their often-subtle surficial manifestations and continental scale. Field mapping at multiple scales in northwest Argentina and southern Peru, as well as regional structural traverses throughout the central Andes, indicates the presence of regional-scale structural corridors 5 to 25 km wide and hundreds of km long that consist of myriad fault planes. The variable width and diffuse surface expression of these corridors is interpreted to reflect the upward propagation of underlying zones of basement weakness through younger supracrustal sequences in the overriding plate. Such structural corridors are (1) apparent at multiple scales of investigation, (2) long-lived, (3) preferentially reactivated though time, and (4) evident in geophysical data sets. This structural architecture formed in response to the interplay of pre-Cenozoic tectonics and the orientation of inherited structural weaknesses. These fault systems persist in the upper crust as steep zones of enhanced permeability that can preferentially reactivate as pathways for ascending hydrous magmas and fluids during major deformation events. Linear orogen-parallel structural belts cogenetic with the magmatic arc provide the first-order control to giant porphyry copper deposit distribution. The second-order control is the intersection of orogen-oblique structural corridors with the orogen-parallel belts, localizing deposit clusters at these intersections. Such regions are inferred to have been zones of deep permeability, with vertical translithospheric pathways activated during high-strain tectonic events that affected the intra-arc stress field.
在安第斯山脉中部,年龄相近的巨型斑岩铜矿在造山带平行带内有序地排列成离散的地理集群。这种聚类突出了异常的地质过程在成矿过程中如何影响岩石圈的局部区域,以及巨型斑岩矿床的时空分布是非随机的。岩石圈有利金属富集区域的发育与构造路径的重叠有关,这些构造路径在高水平压缩应变事件中使流体和岩浆从地幔流向上地壳。众所周知,这些构造路径由于其通常微妙的表面表现和大陆规模而难以在野外识别。在阿根廷西北部和秘鲁南部进行的多尺度野外测绘,以及整个安第斯山脉中部的区域构造穿越,表明存在5至25公里宽、数百公里长的区域尺度构造走廊,这些走廊由无数的断平面组成。这些走廊的变宽度和漫反射面表现反映了基底软弱下伏带在上覆板块中通过较年轻的上地壳层序向上传播。这样的构造走廊(1)在多个调查尺度上都很明显,(2)寿命长,(3)随着时间的推移优先重新激活,(4)在地球物理数据集中很明显。这种构造结构是前新生代构造和遗传构造弱点取向相互作用的结果。这些断裂系统在上地壳中持续存在,成为渗透性增强的陡峭地带,在重大变形事件中,它们可以优先重新激活,成为含水岩浆和流体上升的通道。与岩浆弧共生的线状造山带-平行构造带对巨型斑岩型铜矿床的分布具有一级控制作用。二级控制是造山斜构造廊与平行造山带的交点,在这些交点定位矿床簇。这些区域被推断为深渗透带,在高应变构造事件期间,影响弧内应力场的垂直跨岩石圈通道被激活。
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引用次数: 1
Fluid Flow, Alteration, and Timing of Cu-Ag Mineralization at the White Pine Sediment-Hosted Copper Deposit, Michigan, USA 美国密歇根州白松沉积铜矿床的流体流动、蚀变及铜银成矿时间
IF 5.8 1区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2023-08-01 DOI: 10.5382/econgeo.5013
Simon M. Jones, Jonathan Cloutier, A. Prave, T. Raub, E. Stüeken, H. Stein, Gang Yang, A. Boyce
White Pine, located in Michigan’s Upper Peninsula, is an archetypal sediment-hosted stratiform copper deposit. The Midcontinent rift system is one of only seven basins globally that host a giant sediment-hosted stratiform copper deposit. Despite many similarities with other deposits of this type, White Pine displays some important differences, including the late Mesoproterozoic age, a thick basalt sequence, an apparent lack of evaporites, and a lacustrine depositional setting. This study analyzes paleofluid flow related to the formation of White Pine and places a particular emphasis on structural and diagenetic fluid pathways. Most of the ore is located in a 30-m-wide zone spanning the Copper Harbor Formation red beds and the overlying Nonesuch Formation shales. Sedimentation of these units was accompanied by subtle synsedimentary faulting. Premineralization phases include calcite concretions and nodules, illite and hematite grain coatings, isopachous chlorite rims, emplacement of liquid petroleum (now pyrobitumen), and bleaching. Mineralization introduced native copper into the footwall sandstones and a zoned suite of native copper and sulfur-poor copper sulfide minerals across a migrating redox front in the overlying shales where copper minerals nucleated on authigenic and detrital chlorite grains. Postmineralization phases include quartz cement, calcite cement, and calcite veins that partially overlapped inversion of synsedimentary faults. Contrary to previous studies, we identified evidence for only one phase of mineralization. An Re-Os chalcocite age of 1067 ± 11 Ma places mineralization 11 to 17 m.y. after host-rock deposition. Sulfide δ34S values of –14.0 to 29.9‰ suggest an important contribution from sour gas and thermochemical sulfate reduction of seawater. Carbon (δ13C) and oxygen (δ18O) isotope compositions of five calcite generations range from –15.1 to –1.3‰ and 10.4 to 41.3‰, respectively, and record early meteoric pore water displaced by later seawater. White Pine is both a sediment-hosted stratiform copper deposit and a paleo-oil field. Synsedimentary faults controlled the sedimentological character of the upper Copper Harbor Formation, and together these imparted a strong control on fluid flow and later diagenetic processes. Early oxidized meteoric fluids were displaced by liquid petroleum and sour gas, which were in turn succeeded by metal-rich but sulfate-poor oxidized seawater. Burial compaction during deposition of the overlying Freda Formation drove fluids through White Pine due to its situation on a paleotopographic high near the basin margin. Mineralization occurred at ~125°C at depths of ~2.0 km and spanned incipient basin inversion related to the distal effects of Grenvillian orogenesis. The hightenor copper mineral assemblage is the product of an abundant supply of metal from basaltic volcanic detritus in the Copper Harbor Formation and low seawater sulfate concentrations in late Mesoproterozoic oceans. This demons
白松铜矿位于密歇根州上半岛,是一个典型的沉积层状铜矿床。中大陆裂谷系是全球仅有的七个拥有大型沉积岩层状铜矿床的盆地之一。尽管与该类型的其他矿床有许多相似之处,但白松显示出一些重要的差异,包括中元古代晚期,厚玄武岩层序,明显缺乏蒸发岩和湖泊沉积环境。本研究分析了与白松形成有关的古流体流动,特别强调了构造和成岩流体通道。大部分矿石位于一个30米宽的区域,横跨Copper Harbor组红色层和上覆的nonessuch组页岩。这些单元的沉积伴随着微妙的同沉积断裂作用。预矿化阶段包括方解石结核和结核、伊利石和赤铁矿颗粒涂层、等渗绿泥石边缘、液态石油(现在是焦沥青)的侵位和漂白。矿化作用将天然铜引入下盘砂岩,并将一套分带的天然铜和贫硫铜硫化物矿物穿过上覆页岩的迁移氧化还原锋,其中铜矿物在自生和碎屑绿泥石颗粒上成核。成矿后相包括石英胶结、方解石胶结和方解石脉,它们部分重叠于同沉积断层反转。与以前的研究相反,我们只发现了一个矿化阶段的证据。Re-Os辉铜矿年龄为1067±11 Ma,成矿时间为寄主岩沉积后11 ~ 17 Ma。硫化物δ34S值为-14.0 ~ 29.9‰,表明酸性气体和海水热化学硫酸盐还原作用是重要贡献。5代方解石的碳(δ13C)和氧(δ18O)同位素组成范围分别为-15.1 ~ -1.3‰和10.4 ~ 41.3‰,记录了早期大气孔隙水被后期海水置换。白松既是沉积型层状铜矿床,又是古油田。同沉积断裂控制了上铜港组的沉积学特征,并对流体流动和后期成岩作用起着重要的控制作用。早期氧化的大气流体被液态石油和酸性气体取代,继而被富金属但缺乏硫酸盐的氧化海水取代。上覆的Freda组沉积时的埋藏压实作用,使得白松组位于盆地边缘附近的古地形高点,促使流体通过。成矿发生在~125°C,深度~2.0 km,跨越了与格伦维里安造山远端作用有关的早期盆地反转。铜港组玄武岩火山碎屑中大量的金属供应和中元古代晚期海洋中较低的海水硫酸盐浓度是高含量铜矿物组合的产物。这表明,当存在易于浸出的金属源岩时,即使不存在高盐和富含硫酸盐的盐水,也可以形成可行的沉积物层状铜系统。
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引用次数: 0
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
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
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。
{"title":"Ore-Grade Estimation from Hyperspectral Data Using Convolutional Neural Networks: A Case Study at the Olympic Dam Iron Oxide Copper-Gold Deposit, Australia","authors":"Elias Martins Guerra Prado, C. R. de Souza Filho, Emmanuel John Muico Carranza","doi":"10.5382/econgeo.5023","DOIUrl":"https://doi.org/10.5382/econgeo.5023","url":null,"abstract":"\u0000 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.","PeriodicalId":11469,"journal":{"name":"Economic Geology","volume":"14 1","pages":""},"PeriodicalIF":5.8,"publicationDate":"2023-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81381446","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
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
{"title":"Interesting Papers in Other Journals","authors":"","doi":"10.5382/econgeo.118.4.ip01","DOIUrl":"https://doi.org/10.5382/econgeo.118.4.ip01","url":null,"abstract":"","PeriodicalId":11469,"journal":{"name":"Economic Geology","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135575419","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
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
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Economic Geology
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