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Machine Learning for Characterizing Magma Fertility in Porphyry Copper Deposits:A Case Study of Southeastern Tibet
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作者 YUAN Lingling CHAI Peng +2 位作者 HOU Zengqian QUAN Haihui SU Chongbin 《Acta Geologica Sinica(English Edition)》 2025年第2期611-624,共14页
Numerous intermediate to felsic igneous rocks are present in both subduction and collisional orogens.However,porphyry copper deposits(PCDs)are comparatively rare.The underlying factors that differentiate fertile magma... Numerous intermediate to felsic igneous rocks are present in both subduction and collisional orogens.However,porphyry copper deposits(PCDs)are comparatively rare.The underlying factors that differentiate fertile magmas,which give rise to PCDs,from barren magmas in a specific geological setting are not well understood.In this study,three supervised machine learning algorithms:random forest(RF),logistic regression(LR)and support vector machine(SVM)were employed to classify metallogenic fertility in southeastern Tibet,Sanjiang orogenic belt,based on whole-rock trace element and Sr-Nd isotopic ratios.The performance of the RF model is better than LR and SVM models.Feature importance analysis of the models reveals that the concentration of Y,Eu,and Th,along with Sr-Nd isotope compositions are crucial variables in distinguishing fertile and barren samples.However,when the optimized models were applied to predict the datasets of Miocene Gangdese porphyry copper belt and Jurassic Gangdese arc representing collision and subduction settings respectively,a marked decline in metrics occurred in all three models,particularly on the subduction dataset.This substantial decrease indicates the compositional characteristics of intrusions across different tectonic settings could be diverse in a multidimensional space,highlighting the complex interplay of geological factors influencing PCD’s formation. 展开更多
关键词 machine learning porphyry copper deposit Sanjiang
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Petrogenesis of the Xifanping Porphyries in the Sanjiang Orogenic Belt,SW China:Eastward Propagation of the Indo-Asian Collision
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作者 QIU Lei LI Lin +8 位作者 ZHAO Guochun GUAN Chengyao LEI Hangshan SUN Kai TANG Yan ZHAO Zhidan Masroor ALAM LI Xiaowei Thomas BADER 《Acta Geologica Sinica(English Edition)》 2025年第2期441-458,共18页
Large-scale Cenozoic alkali-rich magmatic rocks are exposed at the eastern margin of Tibet due to the interaction between the Indian and Eurasian plates.However,their petrogenesis and associated geodynamic processes r... Large-scale Cenozoic alkali-rich magmatic rocks are exposed at the eastern margin of Tibet due to the interaction between the Indian and Eurasian plates.However,their petrogenesis and associated geodynamic processes remain poorly understood.We analyzed the Xifanping porphyries in the Sanjiang orogenic belt to provide new insights.Our study shows a successive assembly of porphyry intrusions during three magmatic episodes.The magnitude and duration of the magmatic activities diminished sequentially,and mineralization occurred during the intermediate phase.Geochemically,the Xifangping porphyries display an adakitic affinity.According to zircon Hf isotope data,we propose that these porphyries originated from the partial melting of the thickened mafic lower crust beneath the western Yangtze Craton in response to lithospheric extension and asthenospheric upwelling.Analogous to the coeval alkali-rich porphyries in western Yunnan,the petrogenetic model of the Xifanping porphyries indicates regional north-south and east-west fractures caused by the clockwise rotation of the continental lithosphere and the Jinshajiang-Red River strike-slip during the post-collision phase of the India-Eurasia collision.In this context,we argue that the collision in eastern Tibet may have extended eastward to southwestern Sichuan during the post-collision period,persisting until approximately 30 Ma. 展开更多
关键词 zircon U-Pb age Xifanping porphyries adakitic rocks southwestern Sichuan
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Crustal Thickness Evolution Controls the Formation of Porphyry Cu Deposits in Collisional Orogens:An Example from Central Tethys
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作者 WANG Xuhui LANG Xinghai +2 位作者 WU Changyi DENG Yulin Robert MORITZ 《Acta Geologica Sinica(English Edition)》 2025年第2期522-531,共10页
The key factor that controls the genesis of porphyry Cu deposits(PCDs)in collisional orogens remains a debated topic.This study employs whole-rock La/Yb proxies to quantitatively constrain the spatial and temporal var... The key factor that controls the genesis of porphyry Cu deposits(PCDs)in collisional orogens remains a debated topic.This study employs whole-rock La/Yb proxies to quantitatively constrain the spatial and temporal variations in crustal thickness of the South Armenian-Iranian magmatic belt(SAIMB)within the Zagros orogen(central Tethys region)since the Eocene.Our results show that rapid crustal thickening occurred first in the NW section of the SAIMB at~35 Ma,then propagated southeastward into the central and SE sections at~25 Ma and 20 Ma,respectively,indicating that the Arabia-Eurasia collision was diachronous.The formation of the large and giant collision-related PCDs in the SAIMB might have been controlled by the collision process because they developed first in the NW section of the SAIMB and subsequently propagated southeastward into the central and SE sections.More importantly,crustal thickness mapping shows that the PCDs are preferentially developed in the thickened crust areas(>50 km).Our findings propose that thickened crust is critical for the formation of the PCDs in collisional orogens by promoting Fe^(2+)-rich minerals as a fractionating phase,driving magmatic auto-oxidation and releasing Cu into the magmas.The Cu is then partitioned into magmatic fluids,sustaining the porphyry systems.Furthermore,our research highlights that the thickened crust hosting PCDs was characterized by a previously thinner crust(<40 km),where magmas had low oxygen fugacity due to the absence of the auto-oxidation process.Consequently,chalcophile elements(e.g.,Cu)efficiently separated from the melt through sulfide segregation,forming large Cu-bearing lower-crustal cumulates.These cumulates can be mobilized with an increase in oxygen fugacity,incorporating into subsequent porphyry mineralization.We thus propose that the crustal thickness evolution over time controls the formation of the PCDs in collisional orogens.There are two essential stages in the collision-related PCDs formation:the first is high-flux magmatism in the thin crustal setting(<40 km),leading to metal-fertilized lower crust through sulfide segregation,and the second is the intracrustal auto-oxidation during crustal thickening(>50 km)which facilitates pre-enriched sulfides in the lower crust to re-dissolve,releasing Cu into the magmas. 展开更多
关键词 porphyry Cu deposit crustal thickness pre-enrichment Arabia–Eurasia collision Tethyan metallogenic belt
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Geochemistry and U-Pb geochronology of the granite porphyry in Bainiuchang,Southeastern Yunnan,China
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作者 Nan Shi Jun Zhu +9 位作者 Xuelong Liu Shitao Zhang Guangzhi Meng Hong Zhang Jialong Cheng Jiehu Zhou Bode Lu Junshan Dao Xue Mi Maohuang Fan 《Acta Geochimica》 2025年第2期325-347,共23页
The Bainiuchang Ag-polymetallic ore deposit,located in southeastern Yunnan,China,is one of the region's largest deposits.However,the hyp abyssal granite porphyry within this mining area has yet to be comprehensive... The Bainiuchang Ag-polymetallic ore deposit,located in southeastern Yunnan,China,is one of the region's largest deposits.However,the hyp abyssal granite porphyry within this mining area has yet to be comprehensively investigated.In this study,we conducted geochemical,geochronological,whole-rock Sr-Nd isotope,and zircon Hf isotope analyses on granite porphyry samples collected from the Bainiuchang deposit.The results indicate that the granite porphyry formed between 87.5 and 87.4 Ma in the Late Yanshanian period.Geochemically,the granite is strongly peraluminous,with high silica and alkali contents consistent with S-type granite characteristics.The granite porphyry is enriched in large-ion lithophile elements(Rb,Th,U,and K)and is relatively depleted in Ba and Sr.The initial ^(87)Sr/^(86)Sr ratios are high(0.71392-0.71585),accompanied by low ε_(Nd)(t)values(-8.9 to-8.2).The zircons exhibited similarly low ε_(Hf)(t)values(-9.31 to-3.6).These data suggest that the porphyry-forming magma originated from a continental crustal source.The two-stage Hf and Nd model ages are estimated at 1534-1216 Ma and 1615-1561 Ma,respectively.Thus,the granite porphyry likely formed under a strike-slip extensional setting in the Late Yanshanian period and resulted from the re-melting of Proterozoic basement metagreywackes.This porphyry shares a similar magmatic origin with concealed granite bodies within the deposit and is associated with structural reactivation during the Yanshanian.The findings of this study provide valuable insights into the tectonomagmatic mineralization processes in the B ainiuchang area. 展开更多
关键词 Zircon U-Pb ages GEOCHEMISTRY Sr-Nd isotopes Granite porphyry Bainiuchang silver polymetallic ore deposit Southeastern Yunnan
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Mineral Geochemistry of Apatite in the Jiama PorphyrySkarn Deposit,Tibet and its Geological Significance 被引量:1
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作者 YANG Yang TANG Juxing +8 位作者 ZHANG Zebin TANG Pan XIE Fuwei RAN Fengqin YANG Zongyao YANG Huaichao BAI Yun SUN Miao QI Jing 《Acta Geologica Sinica(English Edition)》 SCIE CAS CSCD 2024年第2期399-415,共17页
The Jiama deposit,a significant porphyry-skarn-type copper polymetallic deposit located within the Gangdese metallogenic belt in Tibet,China,exemplifies a typical porphyry metallogenic system.However,the mineral chemi... The Jiama deposit,a significant porphyry-skarn-type copper polymetallic deposit located within the Gangdese metallogenic belt in Tibet,China,exemplifies a typical porphyry metallogenic system.However,the mineral chemistry of its accessory minerals remains under-examined,posing challenges for resource assessment and ore prospecting.Utilizing electron microprobe analysis and LA-ICP-MS analysis,this study investigated the geochemical characteristics of apatite in ore-bearing granite and monzogranite porphyries,as well as granodiorite,quartz diorite,and dark diorite porphyries in the deposit.It also delved into the diagenetic and metallogenic information from these geochemical signatures.Key findings include:(1)The SiO_(2) content,rare earth element(REE)contents,and REE partition coefficients of apatite indicate that the dark diorite porphyry possibly does not share a cogenetic magma source with the other four types of porphyries;(2)the volatile F and Cl contents in apatite,along with their ratio,indicate the Jiama deposit,formed in a collisional setting,demonstrates lower Cl/F ratios in apatite than the same type of deposits formed in a subduction environment;(3)compared to non-ore-bearing rock bodies in other deposits formed in a collisional setting,apatite in the Jiama deposit exhibits lower Ce and Ga contents.This might indicate that rock bodies in the Jiama deposit have higher oxygen fugacity.Nevertheless,the marginal variation in oxygen fugacity between ore-bearing and non-ore-bearing rock bodies within the deposit suggests oxygen fugacity may not serve as the decisive factor in the ore-hosting potential of rock bodies in the Jiama deposit. 展开更多
关键词 APATITE METALLOGENESIS mineral geochemistry porphyry JIAMA TIBET
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Correction:Gardaneh Salavat porphyry copper system:Is it about metal endowment or fertility of the porphyritic intrusion?
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作者 Seyyed Reza Mashhadi 《Acta Geochimica》 EI CAS CSCD 2022年第6期1123-1123,共1页
Correction to:Acta Geochim(2022)41(3):496-514 https://doi.org/10.1007/s11631-022-00535-0 In the original publication of the article,under the section“4.1 Proposed hypothesis for Gardaneh Salavat porphyry system”,on ... Correction to:Acta Geochim(2022)41(3):496-514 https://doi.org/10.1007/s11631-022-00535-0 In the original publication of the article,under the section“4.1 Proposed hypothesis for Gardaneh Salavat porphyry system”,on page 509,the following sentence“Du and Audétat(2020)believed that early sulfide saturation is not necessarily detrimental to deposit formation or fertility of porphyritic intrusions.Further proving this fact”was included incorrectly. 展开更多
关键词 porphyry INTRUSION DEPOSIT
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Gardaneh Salavat porphyry copper system: Is it about metal endowment or fertility of the porphyritic intrusion?
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作者 Seyyed Reza Mashhadi 《Acta Geochimica》 EI CAS CSCD 2022年第3期496-514,共19页
Gardaneh Salavat porphyry copper system is located in the northwest of Iran. It comprises a quartz diorite to diorite porphyritic intrusion that created extensive alteration haloes in the host rocks. Despite all techn... Gardaneh Salavat porphyry copper system is located in the northwest of Iran. It comprises a quartz diorite to diorite porphyritic intrusion that created extensive alteration haloes in the host rocks. Despite all technical considerations, the exploration activities did not yield to ore discovery. As the matter of fact, all of the geological,geophysical, and geochemical characteristics of a porphyry Cu-Au deposit exist but there is no economic mineralization. Detailed examinations suggest that the only reasonable explanation can be related to the infertility or low metal endowment of the porphyritic intrusion. The reasons include(1) anomalous ranges of Cu, Au, and Mo rather than economic ore grades,(2) weakly development of potassic alteration,(3) probably sulfur saturation of magma that occurred before intrusion emplacement in the host rocks, and(4) probably low metal endowment in the regional scale and the lack of known porphyry copper deposits in close neighborhoods. It is tried to test the proposed hypothesis with the introduced fertility indicators based on major and trace element geochemistry. However,current fertility indicators could not prove or reject the proposed hypothesis for Gardaneh Salavat porphyritic intrusion because of the high-K calc-alkaline to shoshonitic nature of the intrusive rocks together with the unavailability of relatively fresh/unaltered samples. This case study is notable to examine because(1) it shows that characterization of fertile from barren intrusions seems to be as important as vectoring towards concealed porphyry copper deposits, especially while dealing with deep exploration targets that are associated with high financial risks, and(2) it highlights the inefficiencies and uncertainties in introduced magma fertility indicators for porphyry copper intrusions. As a result, it is of high importance to conduct an overarching investigation on other possible fertility indicators as a fundamental need for the future of the exploration industry. 展开更多
关键词 porphyry Copper FERTILITY Metal endowment Barren intrusion
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A cleaner production strategy for acid mine drainage prevention of waste rock:A porphyry copper case
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作者 Yesica L.Botero Isabelle Demers +2 位作者 Luis A.Cisternas ArnoldoÁvila Mostafa Benzaazoua 《International Journal of Mining Science and Technology》 SCIE EI CAS CSCD 2024年第8期1163-1177,共15页
An in-process technology approach is proposed to identify the source of acid mine drainage(AMD)generation and prevent its formation in a porphyry copper waste rock(WR).Adopting actions before stockpiling the WR enable... An in-process technology approach is proposed to identify the source of acid mine drainage(AMD)generation and prevent its formation in a porphyry copper waste rock(WR).Adopting actions before stockpiling the WR enables the establishment of potential contaminants and predicts the more convenient method for AMD prevention.A WR sample was separated into size fractions,and the WR’s net acidgenerating potential was quantified using chemical and mineralogical characterization.The diameter of physical locking of sulfides(DPLS)was determined,and the fractions below the DPLS were desulfurized using flotation.Finally,the WR fractions and tailing from the flotation test were submitted to acid-base accounting and weathering tests to evaluate their acid-generating potential.Results show that the WR’s main sulfide mineral is pyrite,and the DPLS was defined as 850μm.A sulfide recovery of 91%was achieved using a combination of HydroFloat^(®)and Denver cells for a size fraction lower than DPLS.No grinding was conducted.The results show that size fractions greater than DPLS and the desulfurized WR are unlikely to produce AMD.The outcomes show that in-processing technology can be a more proactive approach and an effective tool for avoiding AMD in a porphyry copper WR. 展开更多
关键词 Waste rock porphyry copper ore DESULFURIZATION Acid mine drainage HydroFloat^(®) In-process technology Cleaner production
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Reduced magma generation and its implications for the Pulang giant porphyry Cu-polymetallic deposit in Northwest Yunnan,China
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作者 Jingwei Guan Tao Ren +3 位作者 Lei Wang Shenjin Guan Lianrong Wu Baosheng Shi 《Acta Geochimica》 EI CAS CSCD 2024年第4期802-813,共12页
The Pulang giant porphyry Cu-Mo polymetallic deposit is located in the Zhongdian area in the center of the Sanjiang Tethys tectonic domain,which was formed by the westward subduction of the Garze-Litang oceanic slab b... The Pulang giant porphyry Cu-Mo polymetallic deposit is located in the Zhongdian area in the center of the Sanjiang Tethys tectonic domain,which was formed by the westward subduction of the Garze-Litang oceanic slab beneath the Zhongza massif.Chalcopyrite-pyrrhotite-pyritemolybdenite occurs as disseminations,veins,veinlets,and stockworks distributed in the K-silicate alteration zone in the monzonite porphyry,which is superimposed by propylitization.The chemical compositions of biotite and amphibole analyzed by electron probe microanalysis(EPMA)indicate that the ore-forming magma and exsolved fluids experienced a continuous decrease in the oxygen fugacity(fO_(2)).Primary amphibolite and biotite(type I)crystallized at relatively high temperatures(744-827°C)and low fO_(2)(log fO_(2)=−12.26 to−11.91)during the magmatic stage.Hydrothermal fluids exsolved from the magma have a relatively lower temperature(621-711°C)and fO_(2)(log fO_(2)=−14.36 to−13.32)than the original magma.In addition,the presence of a high abundance of pyrrhotite and an insufficiency of primary magnetite and sulfate in the ore(i.e.,anhydrite and gypsum)indicate that the deposit may be a reduced porphyry deposit.Magma and fluid fO_(2)results,combined with previous research on magmatic fO_(2)at the Pulang deposit,indicate that the magma associated with the reduced Pulang ore assemblages was initially generated as a highly oxidized magma that was subsequently reduced by sedimentary rocks of the Tumugou Formation. 展开更多
关键词 porphyry deposit Oxygen fugacity(fO_(2)) Contamination of surrounding rock Pulang Zhongdian arc
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In situ U-Pb dating and trace elements of magmatic rutile from Mujicun Cu-Mo deposit,North China Craton:Insights into porphyry mineralization
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作者 Fan Yang Jing-wen Mao +4 位作者 Wei-dong Ren Jia-run Tu Gilby Jepson Si-yuan Meng Zhi-min Wang 《China Geology》 CAS CSCD 2024年第4期730-746,共17页
Porphyry Cu(Mo-Au)deposit is one of the most important types of copper deposit and usually formed under magmatic arc-related settings,whilst the Mujicun porphyry Cu-Mo deposit in North China Craton uncommonly generate... Porphyry Cu(Mo-Au)deposit is one of the most important types of copper deposit and usually formed under magmatic arc-related settings,whilst the Mujicun porphyry Cu-Mo deposit in North China Craton uncommonly generated within intra-continental settings.Although previous studies have focused on the age,origin and ore genesis of the Mujicun deposit,the ore-forming age,magma source and tectonic evolution remain controversial.Here,this study targeted rutile(TiO_(2))in the ore-hosting diorite porphyry from the Mujicun Cu-Mo deposit to conduct in situ U-Pb dating and trace element composition studies,with major views to determine the timing and magma evolution and to provide new insights into porphyry Cu-Mo metallogeny.Rutile trace element data show flat-like REE patterns characterized by relatively enrichment LREEs and depleted HREEs,which could be identified as magmatic rutile.Rutile U-Pb dating yields lower intercept ages of 139.3–138.4 Ma,interpreted as post magmatic cooling timing below about 500℃,which are consistent or slightly postdate with the published zircon U-Pb ages of diorite porphyry(144.1–141.7 Ma)and skarn(146.2 Ma;139.9 Ma)as well as the molybdenite Re-Os ages of molybdenum ores(144.8–140.0 Ma).Given that the overlap between the closure temperature of rutile U-Pb system and ore-forming temperature of the Mujicun deposit,this study suggests that the ore-forming ages of the Mujicun deposit can be constrained at 139.3–138.4 Ma,with temporal links to the late large-scale granitic magmatism at 138–126 Ma in the Taihang Orogen.Based on the Mg and Al contents in rutile,the magma of ore-hosting diorite porphyry was suggested to be derived from crust-mantle mixing components.In conjunction with previous studies in Taihang Orogen,this study proposes that the far-field effect and the rollback of the subducting Paleo-Pacific slab triggered lithospheric extension,asthenosphere upwelling,crust-mantle interaction and thermo-mechanical erosion,which jointly facilitated the formation of dioritic magmas during the Early Cretaceous.Subsequently,the dioritic magmas carrying crust-mantle mixing metallic materials were emplaced and precipitated at shallow positions along NNE-trending ore-controlling faults,eventually resulting in the formation of the Mujicun Cu-Mo deposit within an intracontinental extensional setting. 展开更多
关键词 Rutile U-Pb geochronology Rutile geochemistry Intra-continental porphyry mineralization Paleo-Pacific slab subduction Tectonic evolution Magma source Ore-forming age Mujicun Cu-Mo deposit Mineral exploration engineering North China Craton
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冈底斯:东西超过一千千米的中新世斑岩-矽卡岩-浅成低温热液型铜矿带 被引量:1
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作者 宋扬 唐菊兴 +5 位作者 刘治博 王楠 闫徐坤 谢富伟 马旭东 孙豪 《地球学报》 北大核心 2025年第1期15-19,共5页
冈底斯岩浆弧的中东段发育众多铜多金属矿,而在东经88°以西的冈底斯西段,铜矿的成矿潜力、找矿方向等问题一直是国内外矿床界和企业界关注的焦点。在陆相火山岩区斑岩-矽卡岩-浅成低温热液成矿作用和矿床成矿系列理论的指导下,通... 冈底斯岩浆弧的中东段发育众多铜多金属矿,而在东经88°以西的冈底斯西段,铜矿的成矿潜力、找矿方向等问题一直是国内外矿床界和企业界关注的焦点。在陆相火山岩区斑岩-矽卡岩-浅成低温热液成矿作用和矿床成矿系列理论的指导下,通过对藏西北革吉陆相火山岩区开展矿产地质调查,圈定短波红外光谱、水系、重砂、土壤地球化学-高精度大功率激电探测-矿物化学异常,经钻探验证,揭露了中新世嘎扎村组蚀变火山碎屑岩中巨厚的(>550 m)高级泥化蚀变带,发现了累计厚度137 m,平均品位0.46%铜(金银)矿体,实现了冈底斯西段铜矿找矿重大突破。赋矿火山岩中发育典型的高硫化浅成低温热液矿化蚀变矿物组合,成岩成矿年龄为17Ma左右,是青藏高原找矿新区新发现的高硫化浅成低温热液型铜(金银)矿,深部寻找斑岩铜矿的潜力大。珠勒—芒拉地区火山岩与冈底斯中—东段中新世岩浆岩具有相对一致的结晶年龄和岩石地球化学特点,显示与印度—欧亚大陆碰撞后伸展环境有关。因此,芒拉高硫化浅成低温热液型铜(金银)矿的发现,不仅将冈底斯中新世斑岩-矽卡岩-浅成低温热液铜矿带向西延伸了近千km,而且开辟了陆相火山岩区寻找碰撞型斑岩-浅成低温热液型铜矿的新方向。 展开更多
关键词 青藏高原 冈底斯 浅成低温热液 斑岩 铜矿
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西藏铁格隆南矿床成因对高品位斑岩铜矿富集和勘查的指示
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作者 杨超 李社 +5 位作者 李宏伟 李建力 刘长城 王勤 翟建军 张琪 《岩石学报》 北大核心 2025年第5期1509-1530,共22页
高品位超大型斑岩铜矿床因其巨大的经济价值和战略意义, 一直是矿产勘查学界的重点目标。西藏铁格隆南矿床作为我国首例高硫化型浅成低温热液矿化叠加斑岩铜矿化的超大型铜矿床, 具有埋藏浅、铜品位高、资源储量大的显著优势, 为我国高... 高品位超大型斑岩铜矿床因其巨大的经济价值和战略意义, 一直是矿产勘查学界的重点目标。西藏铁格隆南矿床作为我国首例高硫化型浅成低温热液矿化叠加斑岩铜矿化的超大型铜矿床, 具有埋藏浅、铜品位高、资源储量大的显著优势, 为我国高品位斑岩铜矿富集机制研究提供了难得的对象。该矿床的形成与早白垩世120~116Ma多期次花岗闪长斑岩侵入密切相关。矿床深部的高品位黄铜矿±斑铜矿矿体(0.8% Cu)主要分布在绢云母化蚀变带中, 其形成时代约为120Ma;浅部则叠加了以斑铜矿-蓝辉铜矿-硫砷铜矿-砷黝铜矿为主的高品位浅成低温热液矿化, 与明矾石-高岭石为主的高级泥化蚀变带相关, 形成时代约为116Ma和112Ma。铁格隆南矿床经历了约8Myr的岩浆-热液活动, 期间伴随的剥蚀作用和地下水潜水面下降是浅成低温热液铜矿化叠加于深部斑岩型铜矿化、并促进铜富集的关键因素。矿床形成后, 形成于110Ma的美日切错组火山岩的快速喷发覆盖, 有效保存了形成较浅的高品位铜矿体。铁格隆南矿床与全球多个世界级超大型高品位斑岩铜矿(如Resolution、Hugo Dummett North、Chuquicamata、Rosario、Butte、Onto和Čukaru Peki等)具有相似的地质特征, 其成矿过程的岩浆-热液活动持续时间长(2~5Myr), 高级泥化蚀变叠加于早期的绢云母化和钾化蚀变之上, 形成规模巨大的高品位矿体, 主要分布于绢云母化和高级泥化蚀变带。长时间持续的岩浆-热液活动为超大型高品位斑岩铜矿的形成提供了巨量的金属元素来源。在高级泥化蚀变过程中, 强酸性、高氧逸度的流体活化早期的铜硫化物, 并在高级泥化蚀变带中发生铜的富集, 形成高硫化态的斑铜矿、蓝辉铜矿及铜蓝等矿物。浅成低温热液蚀变的叠加加速了含矿热液的冷却, 促使铜的快速沉淀而富集。由于此类矿床通常形成较浅, 易受剥蚀作用影响, 因此成矿后的沉积岩或火山岩覆盖是其得以保存的关键。在高品位超大型斑岩铜矿床的勘查中, 应重点关注具有长期岩浆-热液活动的斑岩成矿区带内存在后期火山岩或沉积岩覆盖的区域。同时, 与高级泥化和绢云母化蚀变相关的地质、地球化学、遥感及地球物理特征是重要的勘查标志。 展开更多
关键词 高品位铜矿 叠加 浅成低温热液 斑岩铜矿 铁格隆南
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安徽某含镓斑岩型铜矿石选矿新工艺研究
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作者 杜淑华 袁晓玲 +4 位作者 夏亮 朱国庆 余长军 吴磊 李凡 《金属矿山》 北大核心 2025年第1期120-125,共6页
安徽铜陵某斑岩型低品位铜矿石Cu、S、Ga含量分别为0.30%、2.99%、22.05 g/t,主要有价矿物黄铜矿呈细脉浸染状嵌布,黄铁矿呈自形—他形粒状、条带浸染状、细脉状嵌布。为了高效回收该资源中的有价组分,进行了系统的选矿试验研究。结果表... 安徽铜陵某斑岩型低品位铜矿石Cu、S、Ga含量分别为0.30%、2.99%、22.05 g/t,主要有价矿物黄铜矿呈细脉浸染状嵌布,黄铁矿呈自形—他形粒状、条带浸染状、细脉状嵌布。为了高效回收该资源中的有价组分,进行了系统的选矿试验研究。结果表明,矿石棒磨至过80目筛后,采用1粗2精2扫选铜、1粗2精2扫选硫、中矿顺序返回流程处理,可获得铜品位18.12%、含镓8.80 g/t、铜回收率84.68%的铜精矿,以及硫品位43.80%、含铜0.20%、含镓3.82 g/t、硫回收率70.91%的硫精矿;铜硫尾矿脱泥后采用捕收剂XK04浮选石英,再经过酸洗可得到SiO2含量达99.96%的低端高纯石英精矿;镓含量为22.96 g/t的浮铜、硫、石英尾矿经800℃煅烧2h,再用浓度50%的H2SO4溶液+浓度20%的HF溶液(体积比2:1)浸出,在液固比为5:1、100℃恒温磁力搅拌(300 r/min)浸出时间3.5 h的情况下,镓浸出率达92.36%,取得了理想的综合回收效果。 展开更多
关键词 斑岩型铜矿 浮选 熟化 煅烧 浸出 综合利用
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巴布亚新几内亚金元素地球化学特征及成矿预测
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作者 徐鸣 隰弯弯 +6 位作者 赵宇浩 Conrad KUMUL 吴大天 Nathan MOSUSU 王天刚 朱意萍 姚仲友 《地学前缘》 北大核心 2025年第1期194-204,共11页
巴布亚新几内亚位于太平洋板块和印度-澳大利亚板块的汇聚边缘,由3个构造单元组成。巴布亚新几内亚主要发育两种金矿化类型,即浅成低温热液型和斑岩型。2015—2018年开展的巴布亚新几内亚国家尺度地球化学填图,在高地地区、巴布亚半岛... 巴布亚新几内亚位于太平洋板块和印度-澳大利亚板块的汇聚边缘,由3个构造单元组成。巴布亚新几内亚主要发育两种金矿化类型,即浅成低温热液型和斑岩型。2015—2018年开展的巴布亚新几内亚国家尺度地球化学填图,在高地地区、巴布亚半岛和新几内亚群岛采集了1399件水系沉积物样品。文章研究了巴布亚新几内亚金的地球化学背景、空间分布特征和成矿潜力。巴布亚新几内亚金含量为0.2~6188.0 ng/g,中位数(地球化学基准值)为1.5 ng/g,高于大陆地壳金元素丰度,略低于中国和澳大利亚的金地球化学基准值。由于广泛发育中酸性侵入岩、碱性侵入岩和碱性火山岩,由巴布亚褶皱带、新几内亚逆冲带、奥罗褶皱带、东部褶皱带、东巴布亚复合地体、巴布亚群岛、伯瓦尼-托里塞利地体和菲尼斯特雷地体组成的中央弧陆碰撞带的金基准值高于美拉尼西亚岩浆弧。地球化学图中,新几内亚逆冲带的钙碱性侵入杂岩体、美拉尼西亚岩浆弧中的钙碱性侵入杂岩体和富钾火山-侵入杂岩体与高金含量的区域具有高度耦合对应关系。这次工作圈定了7处金地球化学省和9处金地球化学异常区,主要分布于新几内亚逆冲带。8处异常区均具有发育浅成低温热液型或斑岩型金矿的潜力,可作为下一阶段巴布亚新几内亚金矿找矿方向。 展开更多
关键词 国家尺度地球化学填图 异常 浅成低温热液型 斑岩型 巴布亚新几内亚
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陆相火山作用与斑岩-浅成低温热液型铜金成矿系统若干问题讨论
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作者 宋扬 唐菊兴 +3 位作者 王楠 孙豪 李发桥 闫徐坤 《岩石学报》 北大核心 2025年第5期1467-1489,共23页
斑岩-浅成低温热液型铜金矿床与陆相火山岩关系密切, 其成矿理论研究和勘查评价一直是矿床学和勘查学的前沿焦点。在新一轮找矿突破战略行动中, 我国陆相火山岩区该类矿床的找矿工作取得了重要成果, 但研究进展尚需梳理总结, 理论认识... 斑岩-浅成低温热液型铜金矿床与陆相火山岩关系密切, 其成矿理论研究和勘查评价一直是矿床学和勘查学的前沿焦点。在新一轮找矿突破战略行动中, 我国陆相火山岩区该类矿床的找矿工作取得了重要成果, 但研究进展尚需梳理总结, 理论认识仍有待提高。本文对陆相火山作用/火山岩概念进行了总结和梳理, 对与成矿过程有关的陆相火山作用进行了厘定, 通过系统总结斑岩-浅成低温热液型铜金成矿系统的矿床分布规律、矿体空间关系和矿化蚀变结构等内容, 对陆相火山作用对该成矿系统的成矿过程、保存条件和空间分布等方面的控制作用等关键问题进行了讨论。提出陆相火山作用包括火山喷出、浅成侵入和隐爆角砾作用;多旋回陆相火山作用对斑岩-浅成低温热液型铜金成矿系统的形成与保存具有重要的控制作用;热液蚀变的火山岩、斑岩和隐爆角砾岩是寻找斑岩-浅成低温热液型铜金矿床的重要岩石标志;斑岩-浅成低温热液成矿系统浅部的浅成低温热液型矿床易被剥蚀, 而陆相火山岩覆盖是其重要保存机制;此外, 区域构造快速隆升、火山机构崩塌和多期次岩浆-热液活动是引发斑岩型铜矿化蚀变和浅成低温热液型金矿化蚀变垂向套合叠加成矿的重要控制因素。 展开更多
关键词 斑岩-浅成低温热液 铜金矿床 陆相火山作用 成矿作用 隐爆角砾岩
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西藏斑岩成矿系统蚀变矿物的高光谱响应及找矿指示
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作者 郭娜 卓烨鑫 +3 位作者 周维瑞 唐楠 李雪蕊 邓思源 《岩石学报》 北大核心 2025年第5期1490-1508,共19页
西藏斑岩成矿系统在不同构造阶段经历了复杂的岩浆活动与热液矿化过程, 形成了以冈底斯和班公湖-怒江成矿带为代表的矿床富集区。近年来, 基于高光谱技术的矿物精细识别与矿化作用光谱响应研究已成为揭示成矿机理和指导深部找矿的重要... 西藏斑岩成矿系统在不同构造阶段经历了复杂的岩浆活动与热液矿化过程, 形成了以冈底斯和班公湖-怒江成矿带为代表的矿床富集区。近年来, 基于高光谱技术的矿物精细识别与矿化作用光谱响应研究已成为揭示成矿机理和指导深部找矿的重要手段。本文基于短波红外(SWIR)和热红外(TIR)光谱技术, 系统研究了西藏典型斑岩矿床的蚀变矿物光谱特征及其找矿指示意义。研究表明: (1)高光谱技术能够高精度识别矿物的空间分布, 并揭示蚀变矿物的成因演化及其与成矿作用的耦合关系;(2)SWIR+TIR联合光谱分析可有效区分不同类型蚀变矿物, 提供矿化程度的量化评估参数;(3)矿物特征光谱在矿床类型判别及矿化带圈定方面具有重要指示作用, 可为建立高效的找矿预测模型提供科学依据。未来, 通过高光谱技术与地球物理、地球化学等方法的多学科融合研究, 可进一步提升复杂地质背景下的矿产勘查效率, 为战略性矿产资源的高效开发提供重要技术支撑。 展开更多
关键词 高光谱技术 西藏 斑岩成矿系统 蚀变矿物 找矿预测
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广东省河源铀矿田东部花岗斑岩年代学、地球化学特征及其地质意义
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作者 林坤 刘斌 +1 位作者 李海东 龙自强 《铀矿地质》 2025年第1期129-141,共13页
广东省河源铀矿田东部发现大量花岗斑岩,多呈脉状、岩珠状产出,且在空间上与铀矿化关系较为密切;但花岗斑岩的成因及其与铀矿化的关系尚不清楚。文章在野外地质调查基础上,选取花岗斑岩进行LAICP-MS锆石U-Pb年代学及地球化学特征研究。... 广东省河源铀矿田东部发现大量花岗斑岩,多呈脉状、岩珠状产出,且在空间上与铀矿化关系较为密切;但花岗斑岩的成因及其与铀矿化的关系尚不清楚。文章在野外地质调查基础上,选取花岗斑岩进行LAICP-MS锆石U-Pb年代学及地球化学特征研究。结果表明,花岗斑岩的锆石U-Pb年龄为(161.3±1.2)Ma,属晚侏罗世。花岗斑岩具有高硅、富碱、富铝的特征,为亚碱性过铝质钾玄岩系列。稀土元素总量较高,属轻稀土元素富集型(LREE/HREE=3.09~9.51),明显负铕异常(δEu=0.22~0.37);相对富集Rb、U、Nd、Ti等大离子亲石元素,亏损Ba、Sr、P、Nb等元素。河源铀矿田东部花岗斑岩具有壳源S型花岗岩的特征,形成于后碰撞造山构造环境,为地壳物质发生部分熔融的产物。该花岗斑岩可为铀成矿提供铀源及有利的赋矿空间。 展开更多
关键词 年代学 地球化学 铀成矿关系 花岗斑岩 河源铀矿田
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冈底斯带西段普觉铜多金属矿床形成时代、岩浆起源及区域勘查启示 被引量:1
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作者 赵苗 侯增谦 +5 位作者 杨竹森 夏文杰 官玮琦 赵晓燕 张霖原 刘畅 《岩石学报》 北大核心 2025年第2期600-620,共21页
冈底斯构造岩浆带东段发育多个碰撞型的大型-超大型斑岩铜矿床,87°E以西却鲜少发育,控制其成矿差异的关键因素尚存在争议。为此,本文选取冈底斯西段新发现的普觉铜钼多金属矿床,开展了成岩成矿年代学和岩浆岩地球化学研究。结果显... 冈底斯构造岩浆带东段发育多个碰撞型的大型-超大型斑岩铜矿床,87°E以西却鲜少发育,控制其成矿差异的关键因素尚存在争议。为此,本文选取冈底斯西段新发现的普觉铜钼多金属矿床,开展了成岩成矿年代学和岩浆岩地球化学研究。结果显示普觉矿床花岗斑岩(锆石U-Pb年龄:23.6Ma±0.4Ma)与铜钼矿化年龄(辉钼矿Re-Os年龄:24.4±0.3Ma)接近,为成矿岩体,石英二长斑岩(锆石U-Pb年龄:16.4±0.3Ma)为成矿后岩体。岩浆岩地球化学结果表明花岗斑岩和石英二长斑岩属I-S型花岗岩;偏高的Sr/Y(27.57~49.62)和(La/Yb)_(N)(20.18~40.37)显示埃达克岩亲缘性,且具有富集轻稀土元素和大离子亲石元素,相对亏损重稀土元素和高场强元素Nb、Ta、P、Ti等特征。富集的(^(87)Sr/^(86)Sr)_(i)(0.708014~0.708192)、ε_(Nd)(t)(-7.7~-7.5)和ε_(Hf)(t)(-2.8~2.9)同位素组成,及锆石微量元素分析结果表明:成矿岩浆起源于新特提斯洋俯冲改造的角闪岩相下地壳发生部分熔融,但有大量古老地壳物质加入,岩浆经过高度分异演化,形成高氧逸度(△FMQ:-0.8~3.2)、低温(564~677℃)的富水特征;随后地壳持续增厚并诱发下地壳发生榴辉岩相变质及部分熔融,形成成矿后石英二长斑岩岩浆。普觉铜钼多金属矿床的发现,暗示冈底斯西段虽然岩浆源区有大量古老地壳物质加入,如果岩浆富水且具有较高氧逸度也可以形成一定规模的铜多金属矿床。 展开更多
关键词 普觉 斑岩矿床 埃达克岩 岩石成因 冈底斯西段 西藏
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西藏班公湖-怒江带西段龙荣矿集区的岩浆活动及其对成矿的指示 被引量:1
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作者 张夏楠 李光明 +5 位作者 秦克章 李金祥 李真真 刘通 邹心宇 罗辉 《岩石学报》 北大核心 2025年第2期585-599,共15页
龙荣矿集区是在西藏班公湖-怒江成矿带(班-怒带)西段新近发现的一个矿集区,也是在班-怒带中,目前发现的唯一一个同时发育铁矿化(矽卡岩型)和铜矿化(斑岩型为主)的矿集区。该矿集区位于班-怒带西段目前已知Fe矿带的最东端和已知Cu矿带的... 龙荣矿集区是在西藏班公湖-怒江成矿带(班-怒带)西段新近发现的一个矿集区,也是在班-怒带中,目前发现的唯一一个同时发育铁矿化(矽卡岩型)和铜矿化(斑岩型为主)的矿集区。该矿集区位于班-怒带西段目前已知Fe矿带的最东端和已知Cu矿带的最西端。针对龙荣矿集区中的花岗岩类岩石我们开展了锆石定年,全岩主微量、Sr-Nd同位素测试和锆石Hf同位素测试来限定其成因。锆石U-Pb数据表明,龙荣矿集区中与Fe矿化伴生的岩体年龄为~160 Ma(154.7~163.4Ma,2σ范围),与Cu/Cu-Pb-Zn矿化伴生的岩体年龄为~120Ma(115.9~127.9Ma,2σ范围),它们与班-怒带西段其他已知铁矿化和铜矿化的时间一致。这些岩石以高钾钙碱性为主,富集轻稀土和大离子亲石元素(如Rb、K和Pb),亏损高场强元素(如Nb、Ta),具有弧岩浆的典型地球化学特征。~160Ma酸性岩浆岩可能由近同期中性岩浆经历同化混染以及角闪石、斜长石、磷灰石等分离结晶形成,而~120Ma酸性岩浆岩的形成可能主要与近同期中性岩浆的分离结晶(角闪石、斜长石、独居石等)有关。其全岩初始Sr同位素范围为0.7066~0.7136,ε_(Nd)(t)范围为-8.6~-5.4,锆石ε_(Hf)(t)范围为-17.34~-4.83,均指示了古老地壳物质的加入;并且龙荣矿集区中~120Ma花岗岩类岩石比多龙和青草山同时期的花岗岩类岩石有更大比例的古老壳源物质,这可能与其距离俯冲带更远有关。龙荣矿集区~160Ma的岩浆岩可能形成于正常的班公湖-怒江洋北向俯冲阶段,而~120Ma的花岗岩类岩石可能是继北向俯冲的班公湖-怒江洋板片于平坦俯冲(145~125Ma)后、板片后撤的产物;两期岩浆作用的物质来源均为受交代的地幔楔与古老羌塘大陆地壳的混合。 展开更多
关键词 龙荣 斑岩矿床 矽卡岩矿床 岩石成因 班公湖-怒江成矿带
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藏东-三江带新生代钾质岩浆斑岩成矿关键制约条件分析 被引量:1
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作者 黄文婷 王惊涛 +5 位作者 夏小平 次罗 洛桑尖措 杨洋 朱吉涛 梁华英 《岩石学报》 北大核心 2025年第2期693-710,共18页
三江带在新生代印亚陆陆碰撞过程中形成了一条近南北向展布长度超过1500km的钾质岩浆岩带,并在北段形成了玉龙超大型斑岩成矿带,在中段、南段也形成零星分布的斑岩型矿床。本文选取三江岩浆岩带中段、南段3个新生代贫矿钾质岩体中未发... 三江带在新生代印亚陆陆碰撞过程中形成了一条近南北向展布长度超过1500km的钾质岩浆岩带,并在北段形成了玉龙超大型斑岩成矿带,在中段、南段也形成零星分布的斑岩型矿床。本文选取三江岩浆岩带中段、南段3个新生代贫矿钾质岩体中未发生蜕晶化的岩浆锆石进行SIMS水含量和氧同位素、LA-ICP-MS微量元素及Lu-Hf同位素分析,对比玉龙带同期的钾质成矿斑岩,综合分析控制钾质岩浆大规模斑岩成矿的关键因素。分析结果显示,贫矿岩体锆石ε_(Hf)(t)值为-6.00~2.70,平均-2.94,显著低于玉龙带内多个成矿斑岩体的锆石(-3.37~6.63,平均2.68),表明贫矿的岩浆源区含有更多古老地壳物质,而北段的玉龙成矿带斑岩含更多新生下地壳物质。3个贫矿岩体锆石水含量及OH-含量较高(平均(734±184)×10^(-6)和(14±4)apfu×1000),与北段玉龙带中超大型斑岩矿床的锆石水含量相似(平均(640±213)×10^(-6)和(12±5)apfu×1000),且显著高于中型斑岩矿床的锆石水含量(平均(335±181)×10^(-6)和(5.3±3)apfu×1000),表明三江带中段、南段的区域挤压应力作用相比北段的更强、贫矿岩浆储存深度更深,锆石结晶时的压力更高。贫矿岩体的锆石中未见原生流体包裹体,表明高压抑制了岩浆早期出溶流体,不利于萃取金属与成矿。我们提出富含新生下地壳物质的岩浆源区、挤压-伸展转换的构造应力背景、岩浆富水且在演化早期出溶流体是控制三江带北段新生代钾质岩浆形成大规模斑岩成矿带的重要因素;而三江带中段、南段的岩浆源区含更多古老地壳物质,处于挤压应力背景,可零星成矿,但难以形成斑岩矿床成矿带。此外,我们的研究还表明锆石水含量受结晶时岩浆水含量、岩浆储存深度与区域应力场控制,由于不同构造背景的区域应力条件不同,锆石水在不同构造背景岩浆水含量对比的应用需谨慎。 展开更多
关键词 三江带 斑岩型Cu-Mo矿床成矿作用 锆石水 成矿关键控制因素
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