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Metallogenic constraints of sandstone-hosted uranium deposits in arid red beds: A case study from the northwestern Santanghu Basin 干旱红层砂岩型铀矿床成矿约束条件——以三塘湖盆地西北部为例
IF 3.3 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2025-10-20 DOI: 10.1016/j.gexplo.2025.107923
Hui Rong , Jun Zhou , Yu Zhou , Yuchen Zhang , Min Liu , Kaiyu Chang
The Changjihe Group in the northwestern Santanghu Basin can serve as a typical case for studying the uranium metallogenic regularity in arid red beds. The uranium reservoirs of the Changjihe Group comprise of red sandstone, yellow sandstone, gray mineralized sandstone, and primary gray sandstone. The red sandstone is characterized by the predominance of hematite, hydromica, and rhodochrosite, and the hematite predominantly occurs in colloidal and framboidal forms. The yellow sandstone primarily contains hematite and anatase, and the anatase is found within dissolved titanite pores and fractures. The gray mineralized sandstone is distinguished by the presence of pyrite, anatase, uranium-bearing minerals, and kaolinite. The pyrite frequently exhibits framboidal, colloidal, and euhedral granular textures, while the anatase occurs within dissolved titanite pores and fractures, often adsorbing uranium internally. The primary gray sandstone is dominated by pyrite and chlorite, and the pyrite chiefly appears as euhedral granules within biotite cleavage fissures. Uranium accumulation is fundamentally governed by redox interfaces (macro-scale) and precursor mineral reactivity (micro-scale). The redox transition zone hosts peak uranium mobility, with anomalies concentrated at advancing oxidation fronts. At the grain scale, uranium mineralization requires antecedent anatasization of titanite, wherein neoformed anatase provides a carrier for uranium enrichment. The Hanshuiquan uranium system exemplifies a tripartite control involving sedimentary architecture, epigenetic alteration, and basement unconformities. Titanite-to-anatase transformation in the mineralized sandstones emerges as a mineralization driver and indicator. These findings provide novel insights that fundamentally advance our understanding of metallogenic mechanisms and distribution patterns in sandstone-hosted uranium deposits.
三塘湖盆地西北部的长吉河群可作为研究干旱红层铀成矿规律的典型案例。长吉河群铀矿床主要有红砂岩、黄砂岩、灰色矿化砂岩和原生灰色砂岩。红砂岩以赤铁矿、水云母、菱锰矿为主,赤铁矿以胶状和树状为主。黄砂岩主要含赤铁矿和锐钛矿,锐钛矿存在于溶解的钛矿孔隙和裂缝中。灰色矿化砂岩以黄铁矿、锐钛矿、含铀矿物和高岭石的存在为特征。黄铁矿通常呈草莓状、胶体状和自面状颗粒结构,而锐钛矿则出现在溶解的钛矿孔隙和裂缝中,通常在内部吸附铀。原生灰色砂岩以黄铁矿和绿泥石为主,黄铁矿主要以自面体颗粒形式出现在黑云母解理裂隙中。铀的富集主要受氧化还原界面(宏观尺度)和前驱体反应性(微观尺度)的控制。氧化还原过渡带是铀迁移率的峰值,异常集中在向前的氧化锋。在颗粒尺度上,铀矿化需要钛矿先锐钛化,其中新形成的锐钛矿为铀富集提供了载体。汉水泉铀矿系统体现了沉积构造、表成蚀变和基底不整合的三方控制作用。矿化砂岩中钛矿向锐钛矿的转变是成矿的驱动因素和指示因素。这些发现提供了新的见解,从根本上推进了我们对砂岩型铀矿床的成矿机制和分布模式的理解。
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引用次数: 0
Lanthanum anomaly as monitor of the burning of fossil fuels pollution in surface soil surrounding the industrial complex in Tula (Mexico City megalopolis) 图拉(墨西哥城特大城市)工业园区周围表层土壤化石燃料燃烧污染的镧异常监测
IF 3.3 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2025-10-17 DOI: 10.1016/j.gexplo.2025.107922
Reneé González-Guzmán , Alejandro Rodríguez-Trejo , Sara Solís-Valdez , Luis Alejandro Elizondo-Pacheco , Zayre I. González-Acevedo , Héctor Enrique Ibarra-Ortega
Power plants and oil refineries emit a variety of harmful pollutants that pose a significant health risk to the surrounding population. Therefore, it is important to understand the source of pollution to develop indicators for effective environmental management and control the risk of exposure. Lanthanum (La) is a chemical element normally enriched in atmospheric aerosols from oil-burning residues that can be used as pollution tracer but their role as a proxy is rarely documented. This study evaluates the La enrichment in topsoils from the major industrial emission hotspot in the northern part of the Mexico City megalopolis. Twenty-seven topsoil samples and three rocks were collected. Initial characterization of the soils included the evaluation of its physical and chemical properties, such as granulometry, pHH2O (6.83–8.33), pHKCl (6.80–7.80), organic carbon (0.58–12.02 %), cation exchange capacity (17.40–80.23 cmolc/kg), and magnetic susceptibility (36.25–153.61 10−8 m3 kg−1). Soils ranged from sandy loam to silty clay. Elements analyzed by ICP-MS included potentially toxic elements (PTEs: V, Cr, Co, Cu, Ni, Zn, As, Mo, Sn, Sb, Pb), lanthanides (La → Lu), and geogenic elements (Al, Ti, Rb, Zr, Ba, Hf, Th). Both natural and anthropogenic sources influenced the geochemistry of soils in the study area. Based on statistical analyses and ternary diagrams, the enrichment of VNi is associated with atmospheric residues derived from heavy oil combustion. Magnetic susceptibility data, which are dominated by residual ferromagnetic minerals, correlate with V, Ni, Mo, and La. PAAS-normalized REE patterns mainly reflect local volcanic rock sources, but positive anomalies of La (La/La* > 1) in several samples are related to anthropogenic inputs from the industrial complex. Comparisons between La enrichment and other geochemical and geophysical pollution proxies, combined with spatial interpolation maps, indicate that La/La* is a suitable tracer to monitor soil pollution through the deposition of oil combustion residues on a local scale.
发电厂和炼油厂排放各种有害污染物,对周围居民的健康构成重大威胁。因此,了解污染源对制定有效的环境管理指标和控制暴露风险具有重要意义。镧(La)是一种通常富集于大气气溶胶中的化学元素,可以用作污染示踪剂,但其作为代理的作用很少有文献记载。本文研究了墨西哥城市北部主要工业排放热点地区表层土壤中La的富集情况。收集了27份表土样品和3块岩石。土壤的初步表征包括其物理和化学性质的评估,如粒度、pHH2O(6.83-8.33)、pHKCl(6.80-7.80)、有机碳(0.58 - 12.02%)、阳离子交换容量(17.40-80.23 cmolc/kg)和磁化率(36.25-153.61 10−8 m3 kg−1)。土壤从沙质壤土到粉质粘土不等。ICP-MS分析的元素包括潜在有毒元素(pte: V、Cr、Co、Cu、Ni、Zn、As、Mo、Sn、Sb、Pb)、镧系元素(La→Lu)和地质元素(Al、Ti、Rb、Zr、Ba、Hf、Th)。自然源和人为源对研究区土壤的地球化学都有影响。根据统计分析和三元图,VNi的富集与重油燃烧产生的大气残留物有关。磁化率数据以残余铁磁性矿物为主,与V、Ni、Mo和La相关。paas归一化稀土模式主要反映本地火山岩来源,但部分样品中La (La/La* > 1)正异常与工业复合体的人为输入有关。将La富集与其他地球化学和地球物理污染指标进行比较,并结合空间插值图,表明La/La*是一种合适的示踪剂,可以通过局部尺度的石油燃烧残留物沉积来监测土壤污染。
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引用次数: 0
Petrography and chemical composition of tourmaline from the Xiazhuang uranium orefield, South China: Implications for magmatic-hydrothermal evolution and uranium exploration 下庄铀矿田电气石岩石学及化学成分:岩浆-热液演化及铀矿找矿意义
IF 3.3 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2025-10-16 DOI: 10.1016/j.gexplo.2025.107921
Ming-Ji Zhang , Jia-Yong Pan , Yang Xu , Mostafa Fayek , Zhan-Shi Zhang , De-Hui Zhang , Cheng-Biao Leng
Tourmaline is a reliable recorder of magmatic-hydrothermal evolution and ore mineralization. Numerous investigations on tourmaline from magmatic rocks and ore deposits have been conducted, while the links between tourmaline and granite-related uranium (U) mineralization systems remain poorly understood. This paper presents data of in-situ major and trace elemental compositions of tourmaline in the U-bearing and U-barren granitic plutons from the Xiazhuang U orefield by EPMA and LA-ICP-MS. Four types of tourmalines are identified by occurrences: (1) disseminated tourmaline (D-T) in the U-barren Luxi pluton; (2) interstitial tourmaline (I-T) in the U-bearing Maofeng pluton; (3) segregational tourmaline (S-T) in the U-bearing Xiazhuang pluton and (4) tourmaline veins (V-T) (including samples from the Zhushanxia U deposit (VZ-T), the Xiwang U deposit (VX-T) and the Luxi pluton (VL-T)). Tourmaline grains from the U deposits all display “cracked” appearance under the microscope, whereas those from the U-barren area remain intact. All the tourmalines are rich in Al (>6 apfu), and belong to the alkali group and schorl endmember, falling into field 2 in the total Al-Fe-Mg ternary diagram. Petrographic and chemical composition data suggest that the D-T was primary magmatic in origin and formed in a late stage from the fractionated magma; the I-T and the S-T crystallized during the magmatic-hydrothermal transition; the V-T formed in magmatic hydrothermal fluids that may have been interacted with country rocks. The negative correlation of Fe and Mg from the D-T to the V-T demonstrates the MgFe1 exchange vector, suggesting constant reduced crystallization environments from magmatic to hydrothermal fluids. Concentrations of V, Sr, Sc, Nb, Ta, and Mg/(Mg + Fe) ratios in tourmaline exhibit marked differences between the D-T and the V-T, and are considered as efficient discriminators for the magmatic and hydrothermal tourmaline. The gradually elevated contents of Sr and Mg/(Mg + Fe) ratios from the D-T, I-T to the S-T perfectly monitors fluid evolution from magmatic to magmatic-hydrothermal transition. The VZ-T and the VX-T from the U deposits show pronounced higher concentrations of Pb (>10 ± 2 ppm) and lower Sn/Pb ratios (<10 ± 1). The high anomaly of Pb in the hydrothermal tourmaline from the U-rich granites reflects accumulations of Pb in the magmatic hydrothermal fluids possibly through radioactive decay of U from the fertile granitic melts. The unique “cracked” appearance of the tourmaline in the U deposits is attributed to the alkaline hydrothermal alteration associated with U remobilization, which in turn may provide another sign for U-bearing fluid activity and the process of U enrichment at Xiazhuang. The “cracked” texture and Pb contents of tourmaline can serve as powerful and cost-effective vectoring tools for uranium exploration in similar granite-related systems globally.
电气石是岩浆-热液演化和成矿作用的可靠记录物。对岩浆岩和矿床中的电气石进行了大量的研究,但电气石与花岗岩相关的铀成矿系统之间的联系仍然知之甚少。本文用EPMA和LA-ICP-MS对下庄U矿含铀和贫铀花岗质岩体中的电气石进行了原位主微量元素组成分析。根据产状可识别出4种类型的电气石:(1)浸染状电气石(D-T)产于贫铀鲁西岩体;(2)毛峰含铀岩体间质电气石(I-T);(3)含铀下庄岩体中的分选电气石(S-T);(4)电气石脉(V-T)(包括珠山峡铀矿床(VZ-T)、西王铀矿床(VX-T)和鲁西岩体(VL-T)样品)。来自铀矿床的电气石颗粒在显微镜下都显示出“裂纹”的外观,而来自铀贫瘠地区的电气石颗粒则保持完整。所有电气石均富含Al (>6 apfu),属于碱族和学校端元,在总Al- fe - mg三元图中属于第2区。岩石学和化学成分资料表明,D-T为原生岩浆成因,形成于岩浆分选后期;岩浆-热液转变过程中ⅰ- t和S-T结晶;V-T形成于岩浆热液中,可能与乡村岩石相互作用。从D-T到V-T, Fe和Mg呈负相关,表明MgFe−1交换矢量存在,表明岩浆流体到热液流体的结晶环境不断减少。电气石中V、Sr、Sc、Nb、Ta和Mg/(Mg + Fe)比值在D-T和V- t之间表现出显著差异,可作为岩浆型和热液型电气石的有效鉴别指标。从D-T、I-T到S-T, Sr和Mg/(Mg + Fe)比值逐渐升高,可以很好地监测岩浆向岩浆-热液过渡的流体演化过程。U矿床的VZ-T和VX-T中Pb的浓度显著升高(>10±2 ppm), Sn/Pb比值显著降低(<10±1)。富铀花岗岩热液电气石中Pb的高异常反映了岩浆热液中Pb的富集,可能是由于富铀花岗岩熔体中U的放射性衰变所致。铀矿床中电气石独特的“裂隙”外观是与铀再活化有关的碱性热液蚀变的结果,这可能是下庄含铀流体活动和铀富集过程的又一标志。电气石的“裂隙”结构和Pb含量可作为全球类似花岗岩系铀矿勘查的有效且经济的矢量工具。
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引用次数: 0
Constraining lithium-clay equilibria in sedimentary environments using a new thermodynamic dataset 利用新的热力学数据集约束沉积环境中的锂-粘土平衡
IF 3.3 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2025-10-12 DOI: 10.1016/j.gexplo.2025.107920
Tiziano Boschetti , Adedapo N. Awolayo
Lithium-rich formation brines from sedimentary basins are emerging as key unconventional resources in response to the growing global demand for lithium. This study integrates geochemical data from diverse settings, including the Smackover and Edwards Formations (Gulf Coast, USA), the Alberta Basin (Canada), and Salsomaggiore (Northern Apennine, Italy), to investigate the role of diagenetic processes and clay mineral equilibria on lithium mobility and retention. A new thermodynamic dataset was developed for lithium-bearing clay minerals and jadarite, allowing the construction of activity diagrams, calculation of saturation indices, and modeling. Activity diagrams indicate progressive brine evolution from kaolinite to montmorillonite, and toward Mg-rich saponite/chlorite assemblages, consistent with advanced diagenetic stages and lithium uptake into octahedral sites. The transition from equilibrium with smectites to chlorite-like phases reflects increasing temperature and prolonged water-rock interactions. A hyperalkaline paleo-fluid in equilibrium with jadarite and associated phases was also modeled, indicating that lithium concentrations in the Jadar Basin may have reached levels comparable to those currently observed in the Salar de Atacama. These findings underscore the dual role of clay minerals as buffers and potential sources for lithium in sedimentary systems, providing new insights for exploration and geochemical modeling of lithium-rich formation brines.
来自沉积盆地的富锂地层盐水正成为应对全球锂需求不断增长的关键非常规资源。本研究整合了来自不同环境的地球化学数据,包括Smackover和Edwards组(美国墨西哥湾沿岸)、Alberta盆地(加拿大)和Salsomaggiore(意大利亚平宁北部),以研究成岩过程和粘土矿物平衡对锂迁移和保留的作用。为含锂粘土矿物和滑石开发了一个新的热力学数据集,可以构建活度图,计算饱和度指数并进行建模。活度图显示,从高岭石到蒙脱石,再到富镁皂土/绿泥石组合,卤水逐渐演化,与晚期成岩阶段和锂在八面体位置的吸收一致。从蒙脱石平衡到绿泥石样相的转变反映了温度的升高和水岩相互作用的延长。还模拟了一种与贾达尔岩及相关相平衡的高碱性古流体,表明贾达尔盆地的锂浓度可能已达到与目前在阿塔卡马盐湖观测到的水平相当的水平。这些发现强调了黏土矿物在沉积体系中作为缓冲物和锂的潜在来源的双重作用,为富锂地层盐水的勘探和地球化学建模提供了新的见解。
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引用次数: 0
Critical mineral potential of Indian phosphorites: Evidence of REE enrichment in Ediacaran sediments from the Cuddapah Basin 印度磷矿的临界矿物潜力:库达帕盆地埃迪卡拉系沉积物中稀土元素富集的证据
IF 3.3 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2025-10-09 DOI: 10.1016/j.gexplo.2025.107918
Gangula Harshitha , Ignacio González-Álvarez , Chakravadhanula Manikyamba , Joëlle D'Andres , Jayant Kumar Yadav , Mrinal Kanti Mukherjee
Phosphorites constitute a potential non-traditional source of rare earth elements (REE), although their resource viability is still being evaluated globally. This study presents the first documentation of REE-enriched sediment-hosted phosphorites from India, and evaluates the processes driving REE mobilization, enrichment and accumulation. The Ediacaran phosphatic beds from the Owk Shale Formation, Kurnool Group of the Cuddapah basin, interbedded with shales and tuffs, were analysed using optical and SEM imaging, whole rock geochemical, in-situ fluorapatite (EPMA, LA-ICP-MS) and Raman spectroscopic analyses. Two apatite phases were identified: primary authigenic (Ap-1), fluorine-poor variety and secondary/reprecipitated REE-enriched fluorapatite (Ap-2). Whole-rock REE + Y concentrations reach up to 1075 ppm, with characteristic middle REE (MREE) enriched patterns, also recorded in fluorapatite, interpreted as a result of diagenetic uptake from sediment porewaters. A strong correlation between REE + Y and redox tracer, Mn indicates initial MREE scavenging by Mn-(oxy)hydroxides and organic matter, followed by MREE release during Mn-reductive dissolution. While diagenesis enhanced REE enrichment, post-diagenetic hydrothermal reworking associated with igneous intrusions diluted REE concentrations through the formation of abundant FeMg chlorite (chamosite) and REE and P redistribution within the interbedded shales. Sequence stratigraphic analysis suggests that these pristine phosphorites were deposited during marine regression, without subsequent reworking, preventing the formation of high grade phosphorite deposit, emphasizing the role of sea-level changes in controlling phosphogenesis, formation of a phosphorite giant and thus, REE enrichment. A temporal analysis of global phosphorites further reveals that progressive seawater influence, modulated by biogeochemical recycling and episodic weathering, together controlled the REE enrichment patterns in phosphorites through Earth's history.
磷矿是一种潜在的非传统稀土元素来源,尽管其资源可行性仍在全球范围内进行评估。本研究首次记录了来自印度的富含稀土元素的沉积物磷矿,并评估了驱动稀土元素动员、富集和积累的过程。采用光学、扫描电镜、全岩地球化学、原位氟磷灰石(EPMA、LA-ICP-MS)和拉曼光谱分析等方法,对库达帕盆地库尔诺尔群奥克页岩组中与页岩和凝灰岩互层的伊迪亚卡拉系磷质层进行了分析。鉴定出两种磷灰石相:原生自生(Ap-1)、贫氟品种和次生/再沉淀富ree氟磷灰石(Ap-2)。全岩REE + Y浓度高达1075 ppm,具有典型的中等REE (MREE)富集模式,也记录在氟磷灰石中,这被解释为沉积物孔隙水成岩吸收的结果。REE + Y和氧化还原示踪剂Mn之间的强相关性表明,Mn-(氧)氢氧化物和有机物首先清除MREE,然后在Mn还原溶解过程中释放MREE。成岩作用增强了稀土元素的富集,成岩后的热液改造与火成岩侵入相结合,通过在互层页岩中形成丰富的绿泥石(辉钼矿)和稀土、磷的重新分布,稀释了稀土元素的富集。层序地层学分析表明,这些原始磷质岩是在海相退退过程中沉积的,没有经过改造,阻止了高品位磷质岩的形成,强调海平面变化在控制磷矿成因、形成磷质巨岩从而富集稀土元素方面的作用。全球磷质岩的时间分析进一步表明,在地球历史上,生物地球化学再循环和幕式风化作用调节的海水渐进式影响共同控制着磷质岩中稀土元素的富集模式。
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引用次数: 0
Metamorphogenic compositional changes in sulfides and their role in metal enrichment in SEDEX deposits: Insights from machine learning algorithms SEDEX矿床硫化物变质成因成分变化及其在金属富集中的作用:来自机器学习算法的见解
IF 3.3 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2025-10-09 DOI: 10.1016/j.gexplo.2025.107915
Niraj Bhuyan , Pranjit Hazarika , Rissnalin Syiemlieh , Eeshankur Saikia
<div><div>Metamorphosed sedimentary exhalative (SEDEX) deposits contain higher concentrations of sulfosalts and rare metals within their remobilized zones. As sulfides (e.g., pyrite and sphalerite) incorporate a wide range of trace elements during <em>syn</em>-sedimentary Pb<img>Zn mineralization, their recrystallization during metamorphism may play a crucial role in metal enrichments in the remobilized zones of SEDEX deposits. To explore this, we analyzed pyrite and sphalerite from different ore stages (syngenetic, <em>syn</em>-metamorphic, and post-metamorphic) of two major SEDEX deposits (Rajpura-Dariba and Rampura-Agucha) of Aravalli-Delhi Fold Belt (ADFB), northwestern India. We further applied supervised machine learning (ML) algorithms (XGBoost, LightGBM, Random Forest and Extra Tree) on sulfide compositions from the ADFB and global “world class” SEDEX deposits to assess if ML models could efficiently classify sulfides formed at distinct stages of ore genesis and thus constrain trace element re-distribution. This exercise allowed us to investigate the role of sulfide recrystallization in trace element enrichments within SEDEX deposits.</div><div>Ore textures suggest that sulfides in the SEDEX deposits of ADFB have broadly formed in three distinct episodes; during, 1) syngenetic (<em>syn</em>-sedimentary to diagenetic) ore mineralization, 2) metamorphic recrystallization, and 3) retrograde cooling of sulfide melts produced at peak metamorphism. The syngenetic to diagenetic pyrite and sphalerite can be distinguished by their higher Pb, Ag, Sb and Tl contents. Pyrite and sphalerite formed during metamorphic recrystallization of early formed sulfides are characterized by higher concentrations of structure bound elements (As, Co and Ni in pyrite and Hg, Cd, Mn and Ga in sphalerite). Our study reveals that the tested ML algorithms (XGBoost, LightGBM, Random Forest and Extra Tree) can effectively identify sulfides (pyrite and sphalerite) of distinct origin, with significant accuracy (93–96 %), thus, providing new insights on the applicability of ML methods to study ore genesis. Similarly, syngenetic sulfides (Py-S and Sph<img>S) from global SEDEX deposits are also characterized by higher concentrations of low melting point chalcophile elements (LMCEs: Pb, Ag, Sb and Tl) and lower concentrations of structure bound trace elements (As, and Ni in pyrite; Mn, Ga and Ge in sphalerite) compared to metamorphic recrystallized sulfides (Py-M and Sph-M). The expulsion of metals (Pb, Ag, Sb and Tl) during metamorphic sulfide recrystallization, as observed in the ADFB and global SEDEX deposits, suggests that the redistribution of trace elements from sulfides during metamorphism plays a critical role in the enrichment of rare metals (Ag, Sb and Tl) in remobilized zones of SEDEX deposits. This is consistent with the textural observation that remobilized zones contain abundant sulfosalts of Ag, Sb and Tl in these deposits.</div><div>Our study further highlights
变质沉积喷淋(SEDEX)矿床在其活化带内含有较高浓度的亚硫酸盐和稀有金属。由于硫化物(如黄铁矿和闪锌矿)在同沉积PbZn成矿过程中含有多种微量元素,它们在变质作用过程中的再结晶可能对SEDEX矿床再活化带的金属富集起关键作用。为此,我们分析了印度西北部Aravalli-Delhi褶皱带(ADFB)的两个主要SEDEX矿床(Rajpura-Dariba和Rampura-Agucha)不同矿石阶段(同生、同变质和后变质)的黄铁矿和闪锌矿。我们进一步应用监督机器学习(ML)算法(XGBoost、LightGBM、Random Forest和Extra Tree)对ADFB和全球“世界级”SEDEX矿床的硫化物组成进行了分析,以评估ML模型是否能够有效地对不同成矿阶段形成的硫化物进行分类,从而约束微量元素的再分布。这项工作使我们能够研究硫化物再结晶在SEDEX矿床中微量元素富集中的作用。矿石结构表明,ADFB SEDEX矿床中的硫化物大致形成于三个不同的时期;在同生(同沉积—成岩)成矿过程中,在变质再结晶过程中,在变质峰期硫化物熔体的逆行冷却过程中。黄铁矿和闪锌矿与成岩同生,其Pb、Ag、Sb和Tl含量较高。早期形成的硫化物变质再结晶过程中形成的黄铁矿和闪锌矿具有较高浓度的结构束缚元素(黄铁矿中的As、Co和Ni,闪锌矿中的Hg、Cd、Mn和Ga)。我们的研究表明,经过测试的机器学习算法(XGBoost、LightGBM、Random Forest和Extra Tree)可以有效识别不同来源的硫化物(黄铁矿和闪锌矿),准确率高达93 - 96%,从而为机器学习方法在矿床成因研究中的适用性提供了新的见解。同样,与变质重结晶硫化物(Py-M和Sph-M)相比,全球SEDEX矿床的同生硫化物(Py-S和SphS)也具有较高浓度的低熔点亲铜元素(LMCEs: Pb、Ag、Sb和Tl)和较低浓度的结构结合微量元素(黄铁矿中的As和Ni;闪锌矿中的Mn、Ga和Ge)。在ADFB和全球SEDEX矿床中观察到的变质硫化物再结晶过程中金属(Pb、Ag、Sb和Tl)的排出表明,变质过程中硫化物中微量元素的再分配对SEDEX矿床再活化带中稀有金属(Ag、Sb和Tl)的富集起着关键作用。这与沉积物中再活化带富含银、锑、硫代盐的结构观测结果一致。本研究进一步强调了变质品位对SEDEX矿床金属再分布的影响。根据矿体变质程度的不同,硫化物重结晶过程中排出的微量元素可能重新并入硫化物或形成硫盐。该研究还强调,尽管来自全球各种矿床的硫化物成分可用数据较少,但ML算法可能为识别矿床中的稀有金属富集带提供一种创新且有前途的方法,从而提高采收率。
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引用次数: 0
Native plant species screening for phytogeochemical exploration in the Zambian Copperbelt 赞比亚铜带植物地球化学勘探的原生植物物种筛选
IF 3.3 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2025-10-08 DOI: 10.1016/j.gexplo.2025.107914
Pumulo Mukube , Stephen Syampungani , Lerato Machogo-Phao , Murray Hitzman
Trace element analysis of plant tissues can aid mineral exploration for sediment hosted Cu-Co deposits in the Zambian Copperbelt (ZCB). This study was conducted at the Mitumba prospect, an area in the ZCB known to have copper minerals but no historical mining activities, to identify native plant species and their tissues that are most indicative of mineralized zones. Field inventory and ecological analysis identified 22 native plant species from 12 different families, of which Fabaceae (36.4%) was dominant. At species level and based on the coating index, we identified several predominant species, among them, Haumaniastrum katangense (Lamiaceae), Aframomum angustifolium (Zingiberaceae), Brachystegia boehmii (Fabaceae), and Diplorynchus condilocarpon (Apocynaceae). Sampling was undertaken of soils and plant organs above the known mineralized zone and at control points outside of the mineralized area. Most species translocated Cu from the roots to the aboveground biomass as indicated by translocation factors (TF) > 1 but only three species, namely, Haumaniastrum katangense, Aframomum angustifolium and Diplorynchus condilocarpon can both translocate and bioconcentrate (BCF > 1) bioavailable Cu from the rhizosphere, making them ideal candidates for phytogeochemical exploration. Only Haumaniastrum katangense and Aframomum angustifolium accumulated Co. Plant roots and leaves demonstrate significant Cu anomalism and show a wider population of anomalous values compared to the soils. Statistical and machine learning techniques both indicate significant relationships between soil Cu concentration and the content of Cu in plant roots and leaves highlighting soil pH, organic matter and clay content as the major physicochemical variables influencing metal bioavailability in soil-plant systems.
植物组织微量元素分析有助于赞比亚铜带(ZCB)沉积物中铜钴矿床的找矿。这项研究是在Mitumba勘探区进行的,该地区已知有铜矿,但历史上没有采矿活动,以确定最能指示矿化带的本地植物物种及其组织。野外调查和生态分析共鉴定出12科22种本地植物,以豆科植物(36.4%)为主。在种水平上,根据包衣指数鉴定出优势种,其中有人科(Lamiaceae)的humanastrum katangense、姜科(gingiberaceae)的Aframomum angustifolium、豆科(Fabaceae)的Brachystegia boehmii和夹竹桃科(Apocynaceae)的Diplorynchus condilocarpon。在已知矿化带上方和矿化区外的控制点对土壤和植物器官进行了采样。根据转运因子(translocation factors, TF) > 1,大多数物种将Cu从根转移到地上生物量,但只有humanastrum katangense、Aframomum angustifolium和Diplorynchus condilocarpon这3种物种既能从根际转移又能生物浓缩(BCF > 1)生物可利用的Cu,这使它们成为植物地球化学探索的理想候选国。只有人猿(humanmaniastrum katangense)和阿夫拉蒙(Aframomum angustifolium)积累了Co。植物根系和叶片显示出显著的Cu异常,并且与土壤相比显示出更大的异常值种群。统计和机器学习技术都表明,土壤Cu浓度与植物根和叶片中Cu含量之间存在显著关系,突出表明土壤pH、有机质和粘土含量是影响土壤-植物系统中金属生物有效性的主要理化变量。
{"title":"Native plant species screening for phytogeochemical exploration in the Zambian Copperbelt","authors":"Pumulo Mukube ,&nbsp;Stephen Syampungani ,&nbsp;Lerato Machogo-Phao ,&nbsp;Murray Hitzman","doi":"10.1016/j.gexplo.2025.107914","DOIUrl":"10.1016/j.gexplo.2025.107914","url":null,"abstract":"<div><div>Trace element analysis of plant tissues can aid mineral exploration for sediment hosted Cu-Co deposits in the Zambian Copperbelt (ZCB). This study was conducted at the Mitumba prospect, an area in the ZCB known to have copper minerals but no historical mining activities, to identify native plant species and their tissues that are most indicative of mineralized zones. Field inventory and ecological analysis identified 22 native plant species from 12 different families, of which Fabaceae (36.4%) was dominant. At species level and based on the coating index, we identified several predominant species, among them, <em>Haumaniastrum katangense</em> (Lamiaceae), <em>Aframomum angustifolium</em> (Zingiberaceae), <em>Brachystegia boehmii</em> (Fabaceae), and <em>Diplorynchus condilocarpon</em> (Apocynaceae). Sampling was undertaken of soils and plant organs above the known mineralized zone and at control points outside of the mineralized area. Most species translocated Cu from the roots to the aboveground biomass as indicated by translocation factors (TF) <span><math><mo>&gt;</mo></math></span> 1 but only three species, namely, <em>Haumaniastrum katangense</em>, <em>Aframomum angustifolium</em> and <em>Diplorynchus condilocarpon</em> can both translocate and bioconcentrate (BCF <span><math><mo>&gt;</mo></math></span> 1) bioavailable Cu from the rhizosphere, making them ideal candidates for phytogeochemical exploration. Only <em>Haumaniastrum katangense</em> and <em>Aframomum angustifolium</em> accumulated Co. Plant roots and leaves demonstrate significant Cu anomalism and show a wider population of anomalous values compared to the soils. Statistical and machine learning techniques both indicate significant relationships between soil Cu concentration and the content of Cu in plant roots and leaves highlighting soil pH, organic matter and clay content as the major physicochemical variables influencing metal bioavailability in soil-plant systems.</div></div>","PeriodicalId":16336,"journal":{"name":"Journal of Geochemical Exploration","volume":"280 ","pages":"Article 107914"},"PeriodicalIF":3.3,"publicationDate":"2025-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145267257","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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 Hongjianbingshan W–Li–(Be) deposit in the Beishan Orogenic Belt is not related to carboniferous magmatic–hydrothermal events: Insights from multi-mineral U-Pb and zinnwaldite Rb-Sr geochronology 北山造山带红尖兵山W-Li - Be矿床与石炭系岩浆热液事件无关——来自多矿物U-Pb和锌walite Rb-Sr年代学的启示
IF 3.3 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2025-10-08 DOI: 10.1016/j.gexplo.2025.107916
Yong Yin , Heng-Feng Zhang , Zhuang Duan , Bing-Fei Yu , Heng Luo , Yan-Gang Fu , David R. Lentz , Tao Luo , Ke-Yu Ren , Zhe Ren , Hao Hu
The Hongjianbingshan (HJBS) W–Li–(Be) deposit in the Beishan Mineralization Belt of the Central Asian Orogenic Belt has significant potential for rare-metal mineralization and exhibits a close genetic relationship with extremely fractionated granites. Previous geochronological studies have established that the host granites (321.2 ± 2.7 to 306.3 ± 2.3 Ma) were formed during the Carboniferous. However, muscovite 40Ar/39Ar ages from greisen-type ores are ~216 Ma. Therefore, the precise age of the ore-forming and ore-related granites in the HJBS deposit remains uncertain. We present a comprehensive geochronological investigation of the primary ore minerals in the HJBS deposit. By integrating these results with zircon and monazite ages from the host rocks, we reassess the temporal framework of the magmatism and mineralization associated with this deposit. Our analysis indicates that both the magmatic and mineralization processes (232 ± 38 Ma) occurred during the Indosinian orogeny, in contrast to prior assumptions linking these events to Carboniferous magmatism. The mineralization history of the HJBS deposit closely resembles that of other rare-metal deposits across the Tianshan–Altay–Songpan–Ganzi–West Kunlun regions in western China. These deposits occur along the Paleo-Tethyan tectonic belt and formed during the closure of the Paleo-Tethys Ocean. This suggests that the HJBS deposit in the Beishan Mineralization Belt formed during the same tectonic events as other rare-metal deposits associated with extremely fractionated granites in western China. The closure of the Paleo-Asian and the Paleo-Tethys oceans, along with subsequent tectonic changes, led to significant magmatism and large-scale rare-metal mineralization in western China. Our study underscores the substantial impact of large-scale rare-metal mineralization events during the Indosinian orogeny on the Beishan Mineralization Belt, as exemplified by the HJBS deposit. These findings provide new insights into the geological evolution and mineralization processes in the Beishan area, revealing substantial potential for rare-metal mineralization. Furthermore, they establish a foundation for future exploration and exploitation of rare-metal deposits in the Beishan region.
中亚造山带北山成矿带红尖兵山W-Li - Be矿床具有重要的稀有金属成矿潜力,与极分选花岗岩有着密切的成因关系。前人的年代学研究表明,寄主花岗岩(321.2±2.7 ~ 306.3±2.3 Ma)形成于石炭纪。白云母40Ar/39Ar年龄为~216 Ma。因此,HJBS矿床中成矿及与矿有关的花岗岩的确切年龄仍不确定。我们对HJBS矿床的原生矿石矿物进行了全面的年代学调查。通过将这些结果与寄主岩石的锆石和独居石年龄相结合,我们重新评估了与该矿床相关的岩浆作用和成矿作用的时间格局。我们的分析表明,岩浆和成矿作用(232±38 Ma)都发生在印支造山运动期间,这与之前将这些事件与石炭纪岩浆作用联系起来的假设相反。HJBS矿床成矿史与中国西部天山—阿尔泰—松潘—甘孜—西昆仑地区其他稀有金属矿床成矿史相似。这些沉积物沿古特提斯构造带发育,形成于古特提斯洋闭合时期。这表明北山成矿带HJBS矿床与中国西部其他与极分选花岗岩相关的稀有金属矿床形成于同一构造事件。古亚洲海洋和古特提斯海洋的闭合,以及随后的构造变化,导致了中国西部地区显著的岩浆活动和大规模的稀有金属成矿作用。本研究强调了印支造山运动时期大规模稀有金属成矿事件对北山成矿带的重大影响,以HJBS矿床为例。这些发现为研究北山地区的地质演化和成矿作用提供了新的认识,揭示了稀有金属成矿的巨大潜力。为今后北山地区稀有金属矿床的勘查开发奠定了基础。
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引用次数: 0
Soil anomaly mapping in the Hattfjelldal area, Norway: Reconciling soil geochemical and geophysical properties within their spatial context 挪威Hattfjelldal地区的土壤异常制图:在其空间背景下调和土壤地球化学和地球物理性质
IF 3.3 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2025-10-08 DOI: 10.1016/j.gexplo.2025.107911
Pedro Acosta-Góngora , Malin Andersson , Terje Bjerkgård , William A. Morris , Tobias Kurz , Madeline Lee , Marie-Andre Dumais , Aziz Nasuti , Mikis van Boeckel , Johannes Jakob , Ana Carolina R. Miranda , Aidian Crilly , Ying Wang , Behnam Sadeghi
This study presents a multivariate framework for geochemical data processing and anomaly detection to support mineral exploration in the Hattfjelldal area, Norway. The workflow integrates data levelling, multivariate analysis, and spatial evaluation to improve the detection and interpretation of geochemical anomalies associated with volcanogenic massive sulfide (VMS) mineralization. Soil geochemical and magnetic susceptibility data were log-transformed and subsequently levelled using Z-score normalization by soil type and lithology. Both linear (principal component analysis, PCA) and non-linear algorithms (hierarchical clustering, isolation forest, and angle-based outlier detection) were applied to construct anomaly detection vectors. Hierarchical clustering proved particularly effective in defining element assemblages that refine anomaly detection, including associations of Type 1 (Ag, Mo, S, Sb, Bi, Pb); Type 2 A (Fe, Zn, Co, Mn) and Type 2B (Fe, Zn, Co, Mn, As, Cu). These groupings provide a robust geochemical and geological context within established VMS zoning models.
Magnetic susceptibility, although less reliable as a stand-alone exploration vector, enhances interpretation when integrated with geochemical anomalies. Fractal analysis applied to both, geochemical vectors and magnetic susceptibility data effectively distinguished background from anomalous values, delineating areas of potential economic interest. Spatial Feature Embeddings (SFE), derived from clustering radiometric, topographic, and spectral datasets, further improved the spatial characterization of anomalies. When combined with airborne magnetics, SFE enabled the refinement and prioritization of specific targets within broad anomaly zones.
Overall, this framework demonstrates the value of integrating statistical, geochemical, and geophysical methods within their spatial context, providing a transferable approach for exploration programs in Arctic environments.
为支持挪威Hattfjelldal地区的矿产勘探,提出了地球化学数据处理和异常检测的多元框架。该工作流程集成了数据校正、多变量分析和空间评价,以提高与火山块状硫化物(VMS)矿化相关的地球化学异常的检测和解释。对土壤地球化学和磁化率数据进行对数变换,然后根据土壤类型和岩性进行z分数归一化。采用线性(主成分分析,PCA)和非线性算法(分层聚类,隔离森林和基于角度的异常点检测)构建异常检测向量。分层聚类被证明在定义元素组合方面特别有效,可以改进异常检测,包括类型1 (Ag, Mo, S, Sb, Bi, Pb)的关联;2a型(Fe, Zn, Co, Mn)和2B型(Fe, Zn, Co, Mn, As, Cu)。这些分组在已建立的VMS分区模型中提供了可靠的地球化学和地质背景。磁化率虽然作为单独的勘探向量不太可靠,但当与地球化学异常相结合时,可以增强解释。分形分析应用于地球化学矢量和磁化率数据,有效地将背景值与异常值区分开来,描绘出潜在的经济利益区域。基于聚类辐射、地形和光谱数据集的空间特征嵌入(SFE)进一步改进了异常的空间表征。当与航空磁相结合时,SFE可以在广泛的异常区内对特定目标进行细化和优先排序。总体而言,该框架展示了在其空间背景下整合统计、地球化学和地球物理方法的价值,为北极环境中的勘探计划提供了一种可转移的方法。
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引用次数: 0
Magma fractionation and the magmatic-meteoric fluids mixing drive the sequential deposition of cassiterite to lepidolite in the Uljin prospects, South Korea 在韩国蔚珍地区,岩浆分馏作用和岩浆-大气流体混合作用驱动了锡石到锂云母的序贯沉积
IF 3.3 2区 地球科学 Q1 GEOCHEMISTRY & GEOPHYSICS Pub Date : 2025-10-08 DOI: 10.1016/j.gexplo.2025.107917
Ha Hyun Park , Jung Hun Seo , Bum Han Lee , Chul-Ho Heo , Marcel Guillong
Several SnLi prospects in the Uljin area, which is in the eastern part of South Korea, including Dongseok, Yuchang, Buguk, Chomak, Hyundong, and Boam, contain sub-economic cassiterite and Li-bearing silicate minerals such as lepidolite and spodumene, and phosphate mineral such as amblygonite, along with accessory Nb-Ta-bearing minerals. Among these, Dongseok and Yuchang are Sn-dominant, Buguk, Hyundong, and Chomak exhibit mixed SnLi mineralization, while Boam (Western, Main, Eastern) is Li-rich. The SnLi mineralization is associated with a series of hydrothermal alterations, particularly greisenization and albitization. Two stages of greisenization have been identified, with albite alteration occurring between them. Cassiterite (± NbTa minerals) precipitated during early greisenization (Greisen I), whereas spodumene crystallized as a primary mineral in subsequent pegmatite intrusion, lepidolite and amblygonite formed during late-stage greisenization (Greisen II). SEM-CL analysis distinguishes two types of cassiterite: CL-brighter, oscillatory-zoned type I (commonly found in Dongseok) and CL-darker, massive type II (dominant in Yuchang, Buguk, and Chomak).
Muscovite ArAr dating constrains the timing of greisenization, placing Greisen I (cassiterite formation) at 168–174 Ma and Greisen II (lepidolite formation) at ~166 Ma. These overlapping ages suggest that the SnLi mineralization was derived from a fractionating magmatic batholith. Fluid inclusions in cassiterite and quartz contain CO2, CH4, and N2, with CH4/CO2 ratios indicating a reducing environment during early cassiterite precipitation. A positive correlation between homogenization temperatures and salinities in the fluid inclusions suggests the mixing of magmatic and meteoric fluids during cassiterite and lepidolite precipitation. The transition from Sn to Li mineralization was driven by progressive oxidation and cooling, as reflected in CO2/CH4 ratios and cassiterite chemistry. Higher-temperature (>300 °C), lower-salinity fluids (>8 wt% NaCl eq.) formed cassiterite during Greisen I, while later, somewhat cooler (>250 °C), more saline fluids (>10 wt% NaCl eq.) facilitated lepidolite precipitation during Greisen II. This magmatic-hydrothermal evolution, potentially controlled by batholith-scale magma fractionation, resulted in these sequential Sn and Li mineralization in the Uljin area.
在韩国东部的蔚珍地区,东锡、余昌、釜国、Chomak、hyundai和Boam等几个SnLi远景区,含有亚经济锡石和含锂硅酸盐矿物(如锂云母和锂辉石)、磷矿(如闪长石)以及辅助含铌钽矿物。其中,东石、余昌以锡矿为主,北国、现代、乔马为混合矿化,波岩(西、美、东)富锂。SnLi矿化与一系列的热液蚀变有关,特别是辉绿岩化和钠长岩化。确定了两个阶段的灰石化,其间发生钠长岩蚀变。锡石(±NbTa矿物)在早期辉石化(Greisen I)中沉淀,而锂辉石在随后的伟晶岩侵入中作为主要矿物结晶,而在辉石化后期(Greisen II)中形成了锂云母和辉长石。SEM-CL分析将锡石分为两种类型:cl -亮、振荡带型I型(常见于东石)和cl -暗、块状型II型(主要见于于昌、北国和乔马)。muscoite ArAr定年限制了灰石化的时间,将Greisen I(锡石组)定在168-174 Ma,而Greisen II(锂云母组)定在~166 Ma。这些年龄的重叠表明,SnLi矿化来源于岩浆基的分选作用。锡石和石英流体包裹体中含有CO2、CH4和N2, CH4/CO2比值反映了早期锡石降水的还原环境。流体包裹体的均一化温度与盐度呈正相关关系,表明锡石和锂云石沉淀过程中岩浆流体与大气流体混合。从CO2/CH4比值和锡石化学特征可以看出,锡矿化向锂矿化的转变是由逐渐的氧化和冷却驱动的。Greisenⅰ期间,温度较高(300℃)、盐度较低的流体(8wt % NaCl当量)形成了锡石,而后来,温度稍低(250℃)、盐度较高的流体(10wt % NaCl当量)促进了Greisenⅱ期间的锂云石沉淀。这种岩浆-热液演化可能受岩心级岩浆分馏作用的控制,导致了Uljin地区连串的锡、锂成矿作用。
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Journal of Geochemical Exploration
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