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地学前缘(英文版)
地学前缘(英文版)

莫宣学

双月刊

1674-9871

geofrontier@cugb.edu.cn

010-82322283,82321855

100083

北京市海淀区学院路29号中国地质大学(北京)期刊中心

地学前缘(英文版)/Journal GEOSCIENCE FRONTIERSCSCDCSTPCD北大核心SCI
查看更多>>GEOSCIENCE FRONTIERS (GSF) is a quarterly journal that publishes in English significant original research articles and high quality reviews of recent advances in all fields of Earth Sciences — including stratigraphy and paleontology, mineralogy and petrology, economic geology and minerals and fuel exploration, structural geology, lithospheric tectonics, environmental and engineering geology, hydrogeology, astrogeology, marine geology, and geophysics and geochemistry. Technical papers, case histories, reviews, and discussions are welcomed.
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    System reliability-based robust design of deep foundation pit considering multiple failure modes

    Li HongXiangyu WangWengang ZhangYongqin Li...
    177-190页
    查看更多>>摘要:Recently,reliability-based design is a universal method to quantify negative influence of uncertainty in geotechnical engineering.However,for deep foundation pit,evaluating the system safety of retaining structures and finding cost-effective design points are main challenges.To address this,this study pro-poses a novel system reliability-based robust design method for retaining system of deep foundation pit and illustrated this method via a simplified case history in Suzhou,China.The proposed method included two parts:system reliability model and robust design method.Back Propagation Neural Network(BPNN)is used to fit limit state functions and conduct efficient reliability analysis.The common source random variable(CSRV)model are used to evaluate correlation between failure modes and deter-mine the system reliability.Furthermore,based on the system reliability model,a robust design method is developed.This method aims to find cost-effective design points.To solve this problem,the third gen-eration non-dominated genetic algorithm(NSGA-Ⅲ)is adopted.The efficiency and accuracy of whole computations are improved by involving BPNN models and NSGA-Ⅲ algorithm.The proposed method has a good performance in locating the balanced design point between safety and construction cost.Moreover,the proposed method can provide design points with reasonable stiffness distribution.

    Petrogenesis of early Paleozoic granitoids in the North Qinling Orogen,Central China:Implications for crustal evolution in an accretionary orogen

    Leran HaoDebin YangAnqi WangYikang Quan...
    191-209页
    查看更多>>摘要:Accretionary orogens are sites of extensive continental crustal growth and modification.The mechanism by which mafic crust is transformed into silicic melts(i.e.,maturation of continental crust)is important for understanding the formation of the continental crust.The North Qinling Orogen(NQO)is a composite orogenic belt and contains an early Paleozoic accretion-dominated orogenic system,which is ideal for investigating continental crustal maturation.We obtained zircon and monazite U-Pb age and O isotope data,zircon Lu-Hf isotope data,and whole-rock major-and trace-element and Sr-Nd isotope data for early Paleozoic granitoids of the NQO.The granitoids are divided into three groups.Group 1 includes the Taiping tonalite(445±3 Ma),the Manziying syenogranite(445±2 Ma),and the Huoshenmiao gra-nodiorite(436±2 Ma).The Taiping and Huoshenmiao plutons have relatively high SiO2 contents(68.64-71.67 wt.%)and Na2O/K2O ratios(1.15-4.19),with enrichments in Rb,Ba,Th,and U and depletions in Nb,Ta,P,and Ti,and they are geochemically similar to sodic arc magmas.The Manziying syenogranite is a peraluminous potassic granite with high K2O contents(4.59-5.27 wt.%).Grantioids from Group 1 have similarly depleted Sr-Nd-Hf-O isotopic features(εHf[t]=+5.9 to+8.8;δ18O=3.98‰-5.41‰),indicative of derivation via partial melting of oceanic arc crust,which suggests that partial melting of oceanic arc crust in a subduction system contributes to the generation of continental crust and causes its maturation.Group 2 consists of the Wuduoshan monzogranite(418±2 Ma)and the Sikeshu granodiorite(423±3 Ma).These plutons have relatively high SiO2(65.59-72.06 wt.%),K2O(3.26-4.79 wt.%),and A12O3(14.65-16.12 wt.%)contents and Sr/Y(33-87)and(La/Yb)N(23-48)ratios.The Wuduoshan mon-zogranite has positive zircon εHf(t)(+0.4 to+3.1)and uniform δ18O(6.38‰-8.07‰)values,but the Sikeshu granodiorite has more variable isotopic compositions(εHf[t]=-1.9 to+5.0;δ18O=6.37‰-10.60‰).The Wuduoshan monzogranite and Sikeshu granodiorite have similar whole-rock Sr-Nd isotopic compositions to basement rocks of the NQO.These features indicate that the two plutons formed by partial melting of basement rocks(i.e.,subducted into the lower crust)of the North Qinling unit,along with juvenile crustal material.Group 3 is represented by the Xiaguan monzogranite,which formed at 434-430 Ma,and can be subdivided into heavy rare earth element(REE)-depleted and-enriched units.The former has high Sr/Y(56-98)and(La/Yb)N(34-73)ratios and low MgO(0.13-0.24 wt.%),Cr(0.37-1.69 ppm),and Ni(0.32-1.09 ppm)contents,similar to adakites derived from metabasaltic sources.The heavy REE-enriched nature of the Xiaguan monzogranite may reflect modification of its source by melt or fluid.Our results show that partial melting of enriched oceanic arc crust contributed to crustal maturation in an accretionary orogen.The addition of evolved crustal material also facilitated this pro-cess;therefore,the basement rocks and crustal thickness should be considered when assessing crustal dynamics in an accretionary orogen.

    Dynamic prediction of landslide life expectancy using ensemble system incorporating classical prediction models and machine learning

    Lei-Lei LiuHao-Dong YinTing XiaoLei Huang...
    211-228页
    查看更多>>摘要:With the development of landslide monitoring system,many attempts have been made to predict land-slide failure-time utilizing monitoring data of displacements.Classical models(e.g.,Verhulst,GM(1,1),and Saito models)that consider the characteristics of landslide displacement to determine the failure-time have been investigated extensively.In practice,monitoring is continuously implemented with mon-itoring data-set updated,meaning that the predicted landslide life expectancy(i.e.,the lag between the predicted failure-time and time node at each instant of conducting the prediction)should be re-evaluated with time.This manner is termed"dynamic prediction".However,the performances of the classical mod-els have not been discussed in the context of the dynamic prediction yet.In this study,such performances are investigated firstly,and disadvantages of the classical models are then reported,incorporating the monitoring data from four real landslides.Subsequently,a more qualified ensemble model is proposed,where the individual classical models are integrated by machine learning(ML)-based meta-model.To evaluate the quality of the models under the dynamic prediction,a novel indicator termed"discredit index(β)"is proposed,and a higher value of β indicates lower prediction quality.It is found that Verhulst and Saito models would produce predicted results with significantly higher β,while GM(1,1)model would indicate results with the highest mean absolute error.Meanwhile,the ensemble models are found to be more accurate and qualified than the classical models.Here,the performance of decision tree regression-based ensemble model is the best among the various ML-based ensemble models.

    From spatio-temporal landslide susceptibility to landslide risk forecast

    Tengfei WangAshok DahalZhice FangCees van Westen...
    229-244页
    查看更多>>摘要:The literature on landslide susceptibility is rich with examples that span a wide range of topics.However,the component that pertains to the extension of the susceptibility framework toward space-time mod-eling is largely unexplored.This statement holds true,particularly in the context of landslide risk,where few scientific contributions investigate risk dynamics in space and time.This manuscript proposes a modeling protocol where a dynamic landslide susceptibility is obtained via a binomial Generalized Additive Model whose inventories span nine years(from 2013 to 2021).For the analyses,the data cube is organized with a mapping unit consisting of 26,333 slope units repeated over an annual temporal unit,resulting in a total of 236,997 units.This phase already includes several interesting modeling experi-ments that have rarely appeared in the landslide literature(e.g.,variable interaction plots).However,the main innovative effort is in the subsequent phase of the protocol we propose,as we used climate pro-jections of the main trigger(rainfall)to obtain future estimates of yearly susceptibility patterns.These estimates are then combined with projections of urban settlements and associated populations to create a dynamic risk model,assuming vulnerability=1.Overall,this manuscript presents a unique example of such a modeling routine and offers a potential standard for administrations to make informed decisions regarding future urban development.

    Experimental evidence of pressure effects on spinel dissolution and peridotite serpentinization kinetics under shallow hydrothermal conditions

    Yuri de Melo PortellaRommulo Vieira Concei??oTiago Abreu SiqueiraLucas Bonan Gomes...
    245-259页
    查看更多>>摘要:Serpentinization reactions are paramount to understand hydro-geothermal activity near plate bound-aries and mafic-ultramafic massifs,as well as fluid and element transfer between the Earth's mantle and crust.However,fluid-rock element exchange and serpentinization kinetics under shallow hydrother-mal conditions is still largely unconstrained.Here we present two constant temperature(230 ℃)time-series of natural peridotite(77.5%olivine;13.7%enstatite;6.8%diopside;2%spinel)serpentinization experiments:at 13.4 MPa;and 20.7 MPa.Al-enriched lizardite was the main secondary mineral in all runs after olivine(olv)and orthopyroxene(opx)serpentinization(without any detectable brucite,talc or mag-netite),while primary spinel and diopside partially dissolved during the experiments.Initial serpen-tinization stages comprises intrinsically coupled reactions between olivine and enstatite,as Al and Si are progressively transferred from orthopyroxene-derived to olivine-derived serpentine,while the oppo-site is true for Mg and Fe,with homogenization of serpentines compositions after 40 days.The Ni/Cr ratios of serpentines,however,remain diagnostic of the respective primary mineral.Estimated average serpentine content indicates fast serpentinization rates of 0.55 wt.%,day-1(0.26 mmol·day-1)and 0.26 wt.%day-1(0.13 mmol·day-1)at 13.4 and 20.7 MPa,respectively.Approximately 2x faster serpen-tinization kinetics at lower pressure is likely linked to enhanced spinel dissolution leading to one order of magnitude higher available Al,which accelerates olivine serpentinization while delays orthopyroxene dissolution.Additionally,time-dependent increase in solid products masses suggests rock volume expands linearly 0.37%±0.01%per serpentine wt.%independently of pressure.Mass balance constrains suggests olv.opx react at~5:2 and~3:2 M ratios,resulting in Si-deficient and Si-saturated serpentines at the end of the low-pressure series(13.4 MPa)and high-pressure series(20.7 MPa),respectively.Elevated starting peridotite olv:opx ratio(7.94:1)therefore indicates orthopyroxene serpentinization is~3.3x and~5.4x faster than olivine at 13.4 MPa and 20.7 MPa,respectively.This contradicts previous assumptions that olivine should dissolve faster than orthopyroxene at experimental conditions.Finally,serpentinization-derived fluids develop pH>10 and become enriched in H2,CH4,Ca2+and Si within 6 weeks.Aqueous silica concentrations are highest after 5 days(265.75 and 194.79 μmol/kg)and pro-gressively decrease,reaching 13.84 and 91.54 μmol/kg at 13.4 and 20.7 MPa after 40 days,respectively.These concentrations are very similar to the low-silica(M6)and high-silica(Beehive)endmembers of the Lost City Hydrothermal Field(LCHF).Beyond fluid characteristics,serpentinization products and condi-tions analogous to the LCHF suggest similar mechanisms between our experiments and natural processes.Our results demonstrate constant temperature serpentinization of a common protolith leads to distinct serpentine and fluid compositions at different pressures.Although additional data is necessary,recent studies and our experiments suggest peridotite serpentinization rates at 230 ℃ rapidly decrease with increasing pressures at least up to 35 MPa.Whether pressure directly influences olivine and orthopyroxene serpentinization kinetics or indirectly controls reaction rates due to spinel dissolution under hydrothermal conditions deserves further investigation.

    Development and application of feature engineered geological layers for ranking magmatic,volcanogenic,and orogenic system components in Archean greenstone belts

    R.M.MontsionS.PerroutyM.D.LindsayM.W.Jessell...
    261-283页
    查看更多>>摘要:Geologically representative feature engineering is a crucial component in geoscientific applications of machine learning.Many commonly applied feature engineering techniques used to produce input vari-ables for machine learning apply geological knowledge to generic data science techniques,which can lead to ambiguity,geological oversimplification,and/or compounding subjective bias.Workflows that utilize minimally processed input variables attempt to overcome these issues,but often lead to convoluted and uninterpretable results.To address these challenges,new and enhanced feature engineering methods were developed by combining geological knowledge,understanding of data limitations,and a variety of data science techniques.These include non-Euclidean fluid pre-deformation path distance,rheological and chemical contrast,geologically constrained interpolation of characteristic host rock geochemistry,interpolation of mobile element gain/loss,assemblages,magnetic intensity,structural complexity,host rock physical properties.These methods were applied to compiled open-source and new field observa-tions from Archean greenstone terranes in the Abitibi and western Wabigoon sub-provinces of the Superior Province near Timmins and Dryden,Ontario,respectively.Resulting feature maps represent con-ceptually significant components in magmatic,volcanogenic,and orogenic mineral systems.A compar-ison of ranked feature importance from random forests to conceptual mineral system models show that the feature maps adequately represent system components,with a few exceptions attributed to biased training data or limited constraint data.The study also highlights the shared importance of several highly ranked features for the three mineral systems,indicating that spatially related mineral systems exploit the same features when available.Comparing feature importance when classifying orogenic Au mineralization in Timmins and Dryden provides insights into the possible cause of contrasting endow-ment being related to fluid source.The study demonstrates that integrative studies leveraging multi-disciplinary data and methodology have the potential to advance geological understanding,maximize data utility,and generate robust exploration targets.

    The Colíder Paleoproterozoic felsic volcanism:New insights into stratigraphy and petrogenesis in the southern Amazonian Craton

    André Massanobu Ueno KunifoshitaFelipe Holanda dos SantosMaria José Mesquita
    285-314页
    查看更多>>摘要:The eastern side of Alta Floresta Mineral Province(AFMP)(União do Norte region)comprises an effusive/-subvolcanic phase,explosive phase,and epiclastic rocks.The effusive/subvolcanic phase comprises mas-sive porphyritic rhyolite with different degrees of crystallinity,porphyritic rhyolite with flow structure,and microcrystalline rhyolite.The explosive phase is characterized by welded lapilli tuff,lapilli tuff with flow structure,stratified lapilli tuff,and tuff with accretionary lapilli.Sandstones and siltstones charac-terize epiclastic rocks.There are porphyritic rhyolite dikes that cut the volcanic sequence.The rocks of the Colíder Group are rhyolites(>70%SiO2)with calcic-alkaline to alkaline-calcic affinity.A rhyolitic rock is predominantly ferroan and metaluminous,while a pyroclastic rock is predominantly magnesian to fer-roan and meta-to peraluminous in composition.The rocks have a high LREE content,and slight fraction-ation of HREE suggests they have hybrid geochemical characteristics of high potassium calc-alkaline,shoshonitic,and suggestive affinities of A-type magmas,probably produced in a post-collisional orogenic environment.These rocks have a relatively high level of Ba and Rb and a negative anomaly for Sr,P,Nb,Ta,and Ti,suggesting an intra-plate mantle source with contributions from a metasomatized mantle edge.The rocks do not have adakitic characteristics nor fertility for Cu-Au(Sr/Y<1.9 and LaN/YbN<38.0)as in other regions of the AFMP.The welded lapilli tuff rocks show U-Pb age of 1838±17 Ma and 1817±2 Ma and are the older explosive phases.The effusive/subvolcanic phase has U-Pb ages of 1800±3 Ma and 1792±3 Ma obtained in the massive porphyritic rhyolite.The age interval of approximately 46 Ma(1838-1792 Ma)suggests the presence of two or more volcanic cycles or distinct volcanic events.Based on the interpretation of volcanic and epiclastic deposits and remote sensing prod-ucts,the paleoenvironmental reconstruction includes subaerial with effusive/subvolcanic and explosive stages in a probable eroded volcanic caldera system with epiclastic rocks from a fluvial depositional sys-tem.This volcanic scenario provides more information about the Colíder-Teles Pires volcano-plutonic event,uniquely mapped in AFMP,and offers new insights into the tectonic frame of the Amazonian craton.

    A Bayesian hierarchical model for the inference between metal grade with reduced variance:Case studies in porphyry Cu deposits

    Yufu NiuMark LindsayPeter CoghillRichard Scalzo...
    315-325页
    查看更多>>摘要:Ore sorting is a preconcentration technology and can dramatically reduce energy and water usage to improve the sustainability and profitability of a mining operation.In porphyry Cu deposits,Cu is the pri-mary target,with ores usually containing secondary'pay'metals such as Au,Mo and gangue elements such as Fe and As.Due to sensing technology limitations,secondary and deleterious materials vary in cor-relation type and strength with Cu but cannot be detected simultaneously via magnetic resonance(MR)ore sorting.Inferring the relationships between Cu and other elemental abundances is particularly critical for mineral processing.The variations in metal grade relationships occur due to the transition into different geological domains.This raises two questions-how to define these geological domains and how the metal grade relationship is influenced by these geological domains.In this paper,linear relationship is assumed between Cu grade and other metal grades.We applies a Bayesian hierarchical(partial-pooling)model to quantify the linear relationships between Cu,Au,and Fe grades from geochemical bore core data.The hierarchical model was compared with two other models-'complete-pooling'model and'no-pooling'model.Mining blocks were split based on spatial domain to construct hierarchical model.Geochemical bore core data records metal grades measured from laboratory assay with spatial coordi-nates of sample location.Two case studies from different porphyry Cu deposits were used to evaluate the performance of the hierarchical model.Markov chain Monte Carlo(MCMC)was used to sample the posterior parameters.Our results show that the Bayesian hierarchical model dramatically reduced the posterior predictive variance for metal grades regression compared to the no-pooling model.In addition,the posterior inference in the hierarchical model is insensitive to the choice of prior.The data is well-represented in the posterior which indicates a robust model.The results show that the spatial domain can be successfully utilised for metal grade regression.Uncertainty in estimating the relationship between pay metals and both secondary and gangue elements is quantified and shown to be reduced with partial-pooling.Thus,the proposed Bayesian hierarchical model can offer a reliable and stable way to monitor the relationship between metal grades for ore sorting and other mineral processing options.

    Contrasting sources and enrichment mechanisms in lithium-rich salt lakes:A Li-H-0 isotopic and geochemical study from northern Tibetan Plateau

    Fei XueHongbing TanXiying ZhangM.Santosh...
    327-345页
    查看更多>>摘要:Lithium(Li),a crucial mineral resource for modern high-tech industries,is notably abundant in the north-ern Tibetan Plateau,primarily within lithium-rich salt lakes.However,the exploration and development of these resources are hindered due to an incomplete understanding of their nature and origin.Here we present results from a comprehensive study on the hydrochemical parameters,whole-rock geochemistry,H-O isotopes,and Li concentrations in surface brine,river water,geothermal springs,and associated rocks from two representative lithium-enriched salt lakes,the Laguo Co(LGC)and Cangmu Co(CMC)in Tibet to understand the genetic mechanisms.Our water-salt balance calculations and H-O isotopic analysis reveal that Li in LGC and CMC primarily originates from the Suomei Zangbo(SMZB,~91%)and Donglong Zangbo(DLZB,~75%)rivers,respectively.It is estimated that the LGC and CMC took a minimum of 6.0 ka and 3.0 ka to accumulate their current lithium resources,respectively.The distinct geological characteristics reflect evolutionary differences between the two lakes,suggesting diverse lithium sources and enrich-ment processes.The high lithium ion concentration and light lithium isotope composition in the SMZB river waters indicate the genetic relationship with lithium-enriched geothermal springs in the Tibetan Plateau.Our results suggest that lithium in the LGC originates from lithium-enriched geothermal springs and is primarily supplied through the small-scale SMZB river.In contrast,the formation and evolution of CMC are influenced by the northern Lunggar rifts,receiving a prolonged and stable input from the DLZB,resulting in high lithium concentrations and isotopic values.The absence of lithium-enriched geothermal springs and the prevalence of silicate rocks in the CMC catchment suggest that lithium may be sourced from the weathering of silicate rocks,such as granitic pegmatite veins containing lithium-rich beryl,widely distributed in the upstream area of DLZB.The forward modeling approach,quantifying the con-tribution fractions of different reservoirs(atmospheric precipitation,silicate,carbonate,and evaporite),indicates that the distinct lithium concentrations in the mainstream(>1 mg/L)and tributaries(<0.1 mg/L)are positively correlated with the ratio of silicate contributions to carbonate contributions,suggesting that dissolved lithium in river waters primarily originates from the weathering and dissolu-tion of silicate rocks.The distinct sources and enrichment mechanisms of lithium in these two salt lakes are attributed to various evolutionary processes,topographical features,hydrological factors,fundamen-tal geological settings,and tectonic histories,despite their spatial proximity.Furthermore,our study highlights the significant role of rivers in the formation of young salt lakes,in addition to geothermal springs.

    Rare earth element enrichment in sedimentary phosphorites formed during the Precambrian-Cambrian transition,Southwest China

    Jieqi XingYuhang JiangHaiyang XianWubin Yang...
    347-361页
    查看更多>>摘要:Numerous sedimentary phosphorites in Southwest China were formed around the Precambrian-Cambrian transition(PC-C),including the upper Ediacaran Doushantuo Formation and lower Cambrian Gezhongwu Formation.The Gezhongwu phosphorites in Zhijin exhibit marked rare earth element(REE)enrichment(>1000 ppm),and may represent new REE resources.Although the main characteristics of the Gezhongwu phosphorites have been well constrained,the REE enrichment mechanisms remain unclear.We undertook a comparative study of three typical sedimentary phosphorites with variable REE contents formed at the PC-C transition in central Guizhou Province,Southwest China.These include sections A and B of the Doushantuo phosphorites(560±8 Ma)from the Weng'an area(i.e.,WA-A and WA-B),and the Gezhongwu phosphorites(527±24 Ma)from the Zhijin area(ZJ).The phosphorites were investigated with state-of-the-art macroscale to nanoscale analytical techniques.In contrast to the extraordinary REE enrichment in the ZJ phosphorites(average ΣREE=1157 ppm),the phosphorites in WA-A(average ΣREE=234 ppm)and WA-B(average ΣREE=114 ppm)are REE-poor.Elemental mapping by laser ablation-inductively coupled plasma-mass spectrometry,along with transmission electron microscopy analyses,showed the REEs in the studied phosphorites are hosted in nanoscale francolites.The 87Sr/86Sr and Y/Ho ratios of the francolite grains indicate that greater terrigenous input may have led to more REE enrichment in the WA-A than WA-B phosphorites,but this cannot explain the extraor-dinary REE enrichment in the ZJ phosphorites.The F/P2Ø5 values of the francolite grains in the ZJ phos-phorites(~0.097)are higher than those in the WA-A(~0.084)and WA-B(~0.084)phosphorites,and the grain size of the francolite in the ZJ phosphorites(~89.9 nm)is larger than those in the WA-A(~56.6 nm)and WA-B(~57.4 nm)phosphorites,indicative of more intense reworking of the ZJ than WA phosphorites during early diagenesis.A plot of Nd concentration versus Ce/Ce*reveals that lower sedimentation rates characterized the ZJ phosphorites.Therefore,intense sedimentary reworking during early diagenesis resulted in more REEs being sequestered by the marine phosphates from seawater and pore waters at a lower sedimentation rate,which resulted in the extraordinary REE enrichment in the ZJ phosphorites.Our findings highlight the multiple factors that controlled formation of sedimentary phosphorites around the PC-C transition(especially the intense reworking and redox conditions of the overlying seawater),and provide further insights into REE enrichment in sedimentary phosphorites worldwide.