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Geology,carbon emission reduction potential,and development progress of hot dry rock in China
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作者 Wen-jing Lin Ya-ru Wang +2 位作者 Rui Lu Sheng-sheng Zhang Gui-ling Wang 《China Geology》 2026年第1期175-194,共20页
The available heat content (stored heat energy) of hot dry rock (HDR) at a depth of 1–10 km in the global land crust is estimated to be 5.06×10~8 EJ,attracting considerable global attention.This paper presents a... The available heat content (stored heat energy) of hot dry rock (HDR) at a depth of 1–10 km in the global land crust is estimated to be 5.06×10~8 EJ,attracting considerable global attention.This paper presents a comprehensive analysis of the geological framework,HDR resource potential,exploration advancements,and the development of enhanced geothermal systems (EGSs) in China.HDR resources are extensively distributed across China.Within the depth range of 3–10 km,China’s estimated potential approximates2.29×10~7 EJ,with a theoretical power generation capacity of approximately 1.67×10^(16) k Wh.Replacing coal power with HDR can help to achieve a net emission reduction of 1.34×10^(16) kg CO_(2) (approximately1.34×10^(13) t),representing an emission reduction efficiency of 94.4%.Based on a development cycle of100 years,the average annual emission reduction reaches 1.34×10^(10) t CO_(2),equivalent to 117%of China’s annual carbon emissions in 2022.Furthermore,in the context of global warming,the development and utilization of HDR,which is feasible in virtually any region worldwide,offers significant potential to support global carbon reduction efforts.China has made substantial progress in HDR exploration in recent years.This paper systematically classifies China’s HDR resources into four genetic types—highly radioactive heat-producing,sedimentary basin,active volcanic,and intensely tectonic zones—and offers detailed exploration insights for each category.Each classification exhibits distinct geological and tectonic characteristics that influence heat source mechanisms and resource distribution.Furthermore,this paper documents significant advances in EGS construction,particularly in the Gonghe Basin on the northeastern margin of the Qianghai-Xizang Plateau and the Matouying uplift in the North China Basin,where successful reservoir stimulation,microseismic monitoring,and experimental power generation have been achieved.Despite these developments,challenges persist,including technical adaptability under complex geological conditions and the economic viability of large-scale HDR development.This paper suggests that future initiatives should emphasize resource exploration,technological research,and policy support to foster sustainable HDR resource development in China,thereby contributing to the global energy transition and environmental sustainability. 展开更多
关键词 Hot dry rock Highly radioactive heat-producing type Sedimentary basin type Active volcanic type Intensely tectonic zone type Clean energy Power generation Exploration progress Enhanced geothermal system(EGS) Carbon reduction potential
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From amalgamation to post-orogenic Rodinian rifting:Decoded by the Neoproterozoic Shenshan Group,South China
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作者 Hong-shuai Wu Yu-zhi Zhang +5 位作者 Xue Yang Jian-wen Yang Meng-yuan Li Xiao-qing Yu Cheng Wang Cheng-shi Gan 《China Geology》 2026年第1期102-119,I0001-I0014,共32页
The Shenshan Group provides important geological information which is vital in unraveling the amalgamation and subsequent rifting processes of South China.While conventional studies have asserted its formation in a su... The Shenshan Group provides important geological information which is vital in unraveling the amalgamation and subsequent rifting processes of South China.While conventional studies have asserted its formation in a subduction setting,the distinct investigation reveals the necessity for reassessment.To address this,the authors employ integrated methods encompassing petrological,zircon U-Pb geochronological,Lu-Hf isotopic and geochemical methods for sedimentary rocks from the upper Shenshan subgroup and Banxi Group.The geochemical results indicate that they were formed through the recycling deposition of intermediate-acidic igneous source material and experienced moderate chemical weathering.Additionally,both sedimentary sequences exhibit characteristics consistent with those formed in an intracontinental extensional rift setting since ca.810 Ma.The provenance analysis indicates that the upper Shenshan subgroup primarily originates from the Yangtze Domain,while the Banxi Group from both the Yangtze and Cathaysia domains.Synthesizing with previous studies,the Shenshan Group should be subdivided into the lower and upper subgroups which represent distinct tectonic backgrounds.The lower subgroup is inferred to have formed in an Early Neoproterozoic fore-arc setting,akin to the Zhoutan group.The upper subgroup corresponds to the Banxi Group,representing the Middle Neoproterozoic postorogenic rift setting,responding to the breakup of Rodinia. 展开更多
关键词 South China plate Subdivision of the Shenshan Group The upper Shenshan Subgroup Sedimentary rock Intermediate-acidic igneous source material Post-orogenic rift setting MESO-NEOPROTEROZOIC Fore-arc environment Rodinian continental rifting Geological survey engineering
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Retrogressive thaw slump expansion and vegetation phenological response in the Qilian Mountains,northeastern Tibetan Plateau
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作者 YANG Xiaoying GAO Tanguang +4 位作者 TAN Ningjing ZHAO Yujiao FU Jiaxing ZHANG Hongyu SHANG Xuexue 《Journal of Mountain Science》 2026年第3期957-972,共16页
Permafrost degradation driven by climate warming is accelerating landscape changes in permafrost regions,with retrogressive thaw slumps(RTS)emerging as a critical disturbance.While many studies have focused on large-s... Permafrost degradation driven by climate warming is accelerating landscape changes in permafrost regions,with retrogressive thaw slumps(RTS)emerging as a critical disturbance.While many studies have focused on large-scale RTS dynamics,the impacts of RTS on vegetation phenology at the watershed scale remain poorly understood.Here,we investigate the spatial heterogeneity of vegetation responses to RTS expansion in the Sala River Basin on the northeastern Tibetan Plateau.Our analysis reveals that the total RTS area increased nearly fivefold from 118,719 m^(2) in 2008 to 565,432 m^(2) in 2021,and that the distribution and expansion of RTS sites are strongly influenced by topographic factors such as elevation,slope,and aspect.The NDVI values within the basin decreased from northeast to southwest.There was an improvement in NDVI between 2017 and 2021.Although several sub-basins exhibited a downward trend in NDVI,the overall NDVI trends in RTS-affected areas indicate an increase in vegetation vigor over the study period.This suggests localized ecological resilience,possibly driven by enhanced groundwater recharge following permafrost thaw.This study advances our understanding of RTS impacts on alpine ecosystems by linking detailed RTS dynamics with watershed-scale vegetation responses. 展开更多
关键词 Retrogressive thaw slumps Permafrost degradation NDVI Vegetation phenological changes Spatial heterogeneity Tibetan Plateau
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Genesis of pink diamonds in lamproite and low-Ti-type kimberlite pipes on craton margins
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作者 GROVES DI ZHANG Liang +1 位作者 CHEN ZuYan BAI Feng 《岩石学报》 北大核心 2026年第2期383-392,共10页
Diamonds were formed in the mantle lithosphere,mostly at depths of 150~200km in the centres of Precambrian cratons,the buoyant ancient cores of continents.From there they were normally transported into the upper crust... Diamonds were formed in the mantle lithosphere,mostly at depths of 150~200km in the centres of Precambrian cratons,the buoyant ancient cores of continents.From there they were normally transported into the upper crust in kimberlite pipes whose diamonds are largely colourless and light yellow related to trace element N(Ia type),although brown,green,and more rarely blue-coloured diamonds are related to lattice defect and trace amounts of H,more rarely B and Ni.Pink diamonds are extremely rare in the approximately 90 diamondiferous pipes mined globally.Although small quantities have been discovered elsewhere,about 90%have been mined from the ca.1.3Ga Argyle diamond pipe in Western Australia,with the Arkhangelskaya diamond pipe in Russia the only other significant source.The pink colour at both Argyle and Arkhangelskaya is unrelated to trace elements and instead results from absorption of light from nanoscale(550nm)defects related to shear stress and plastic deformation.Macroscopically,defects are shown by glide planes,lamellae,and grain lines imposed on the originally colourless diamonds derived from their mantle source.The key question is why these defects were uniquely acquired in diamonds in the Argyle and Arkhangelskaya pipes.Unlike most diamondiferous pipes,Argyle is a rare diamondiferous volatile-rich lamproite pipe that was emplaced into the multiply deformed and rifted NNE-trending Halls Creek Orogen on the margin of the Kimberley Craton.Similarly,Arkhangelskaya in the Devonian Lomonosov kimberlite cluster is a volatile-rich low-Ti type kimberlite,a close relative to lamproite,that was emplaced into the multiply deformed Lapland-Kola Orogen on the rifted margin of the Kola Craton.These craton margins are underlain by subduction-induced volatile-enriched metasomatized mantle lithosphere in contrast to the more primeval mantle under craton centres.It is thus likely that shear stresses were exacerbated at Argyle and Arkangelskaya by rapid vertical emplacement of the anomalous volatile-enriched magmas at supercritical pressures and temperatures,that induced catastrophic phase separation of these volatiles and'mini seismic events'during rapid pressure drops during ascent from 200km depth to the surface.Such a mechanism is consistent with the presence of strongly resorbed and plastically deformed small brown industrial diamonds in the Argyle pipe.From a China perspective,it is potentially important that at 1.3Ga the alkaline Argyle pipe in northern Australia is placed adjacent to the North China Craton(NCC),with numerous world-class mineral deposits including the giant ca.1.4~1.2Ga alkaline Bayan Obo REE system on its margin.However,it is the southeastern margin of the Yangtze Craton and the Jiangnan Orogen with their lamproite pipes derived from metasomatized mantle lithosphere that present the most prospective regions for pink diamond occurrences. 展开更多
关键词 Pink diamond Plastic deformation LAMPROITE Low-Ti-type kimberlite Craton margin
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Research on the Characteristics of Hydrothermal Alteration Minerals in the Qiucun Gold Deposit,SE China:Based on Hyperspectral Remote Sensing Technology
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作者 Hongliang Zhang Liancun Xiu +4 位作者 Yan Zhou Kai Yang Bin Yang Yan Lu Liang Yin 《Journal of Environmental & Earth Sciences》 2026年第2期361-378,共18页
This review summarizes studies of hydrothermal alteration minerals at the Qiucun gold deposit in southeastern China and focuses on characterization and mapping of the deposit using hyperspectral remote sensing.The dep... This review summarizes studies of hydrothermal alteration minerals at the Qiucun gold deposit in southeastern China and focuses on characterization and mapping of the deposit using hyperspectral remote sensing.The deposit exhibits multistage fluid-rock interaction,as evidenced by systematic alteration assemblages,including silicification,sericitization by white micas,the development of argillaceous clays,variable chloritization,and locally significant carbonate alteration.We describe the genetic importance of such mineral groups and emphasize their diagnostic Visible and Near-Infrared to Short-Wave Infrared(VNIR-SWIR)spectral signatures,especially Al-OH,Mg-OH/Fe-OH,and CO3 absorption bands,which make it possible to distinguish between minerals,not to mention the fact that,in some instances,compositional trends may be predicted.This review’s methodological advances are discussed beginning with data collection at satellite,airborne,and ground levels,proceeding to processing procedures,such as atmospheric and topographic correction,and culminating in spectral analysis,including continuum removal,spectral matching,and unmixing/classification techniques.An integrated study of hyperspectral findings reveals that alteration minerals develop spatially coherent zones that are strongly controlled by fault/fracture structures and host-rock reactivity,producing proximal silicification/sericitization cores and larger silicified/larcenies of argillaceous rocks owing to diverse apex coverings of carbonate.This should be combined with petrography and geochemistry to address overprinting,mixed pixels,and surface weathering,and to couple mineral maps with ore-forming processes.The review finds that hyperspectral remote sensing offers a solid modeling platform for the deposit-scale alteration at Qiucun and other hydrothermal gold systems,and outlines the directions for future research to integrate quantitatively and more threedimensional alteration characterization. 展开更多
关键词 HYPERSPECTRAL remote sensing HYDROTHERMAL ALTERATION Qiucun gold deposit ALTERATION mineral mapping VNIR-SWIR spectroscopy
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Reservoir fluid type identification method based on deep learning:A case study of the Chang 1 Formation in the Jiyuan oilfield of the Ordos basin,China
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作者 Wen-bo Li Xiao-ye Wang +4 位作者 Lei He Zhen-kai Zhang Zeng-lin Hong Ling-yi Liu Dong-tao Li 《China Geology》 2026年第1期60-74,共15页
With the efficient and intelligent development of computer-based big data processing,applying machine learning methods to the processing and interpretation of logging data in the field of geophysical well logging has ... With the efficient and intelligent development of computer-based big data processing,applying machine learning methods to the processing and interpretation of logging data in the field of geophysical well logging has broad potential for improving production efficiency.Currently,the Jiyuan Oilfield in the Ordos Basin relies mainly on manual reprocessing and interpretation of old well logging data to identify different fluid types in low-contrast reservoirs,guiding subsequent production work.This study uses well logging data from the Chang 1 reservoir,partitioning the dataset based on individual wells for model training and testing.A deep learning model for intelligent reservoir fluid identification was constructed by incorporating the focal loss function.Comparative validations with five other models,including logistic regression(LR),naive Bayes(NB),gradient boosting decision trees(GBDT),random forest(RF),and support vector machine(SVM),show that this model demonstrates superior identification performance and significantly improves the accuracy of identifying oil-bearing fluids.Mutual information analysis reveals the model's differential dependency on various logging parameters for reservoir fluid identification.This model provides important references and a basis for conducting regional studies and revisiting old wells,demonstrating practical value that can be widely applied. 展开更多
关键词 Low-contrast reservoirs Fluid types Pore structure Clay content LR+NB+GBDT+RF+SVM model Machine learning Neural networks Loss functions Geophysical well logging Oil and gas reservoir prediction
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Gravitational Redshift Test in a Lunar Distant Retrograde Orbit Using a Compact Hydrogen Maser
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作者 Yang Li Tong Liu +8 位作者 Yuxian Pei Hongfei Guan Jiaxing Leng Tao Shuai Yang Zhao Chenggang Qin Wenbin Wang Leizheng Shu Yang Gao 《Chinese Physics Letters》 2026年第3期402-410,共9页
This letter reports a gravitational redshift measurement experiment using a satellite-based compact passive hydrogen maser(PHM)in a lunar distant retrograde orbit(DRO).In March 2024,the Chinese Academy of Sciences lau... This letter reports a gravitational redshift measurement experiment using a satellite-based compact passive hydrogen maser(PHM)in a lunar distant retrograde orbit(DRO).In March 2024,the Chinese Academy of Sciences launched the DRO-A/B twin satellites,which entered a DRO in July 2024.This orbit has a geocentric distance of approximately 300,000–450,000 kilometers and a 2:1 resonance ratio.Employing microwave dual one-way ranging(DOWR),satellite-ground time-frequency comparisons were successfully achieved in April 2025 using the PHM aboard the DRO-A satellite.This study validated the in-orbit performance of the compact PHM and supported tests of the Einstein Equivalence Principle.The gravitational redshift measurement result is(8.74±4.17)×10^(−3).As the world’s first fundamental physics experiment to deploy PHMs in a lunar DRO,this study provides significant new engineering approaches for testing gravitational theories in cislunar space. 展开更多
关键词 cislunar space lunar distant retrograde orbit dro gravitational redshift compact hydrogen maser lunar distant retrograde orbit gravitational redshift measurement Einstein equivalence principle passive hydrogen maser phm
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Integration of interpretable machine learning and MT-InSAR for dynamic enhancement of landslide susceptibility in the Three Gorges Reservoir Area
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作者 Fancheng Zhao Fasheng Miao +3 位作者 Yiping Wu Shunqi Gong Zhao Qian Guyue Zheng 《Journal of Rock Mechanics and Geotechnical Engineering》 2026年第2期1193-1212,共20页
Landslide susceptibility mapping(LSM)is an essential tool for mitigating the escalating global risk of landslides.However,challenges such as the heterogeneity of different landslide triggers,extensive engineering acti... Landslide susceptibility mapping(LSM)is an essential tool for mitigating the escalating global risk of landslides.However,challenges such as the heterogeneity of different landslide triggers,extensive engineering activities exacerbated reactivation,and the interpretability of data-driven models have hindered the practical application of LSM.This work proposes a novel framework for enhancing LSM considering different triggers for accumulation and rock landslides,leveraging interpretable machine learning and Multi-temporal Interferometric Synthetic Aperture Radar(MT-InSAR)technology.Initially,a refined fieldinvestigation was conducted to delineate the accumulation and rock area according to landslide types,leading to the identificationof relevant contributing factors.Deformation along the slope was then combined with time-series analysis to derive a landslide activity level(AL)index to recognize the likelihood of reactivation or dormancy.The SHapley Additive exPlanation(SHAP)technique facilitated the interpretation of factors and the identificationof determinants in high susceptibility areas.The results indicate that random forest(RF)outperformed other models in both accumulation and rock areas.Key factors including thickness and weak intercalation were identifiedfor accumulation and rock landslides.The introduction of AL substantially enhanced the predictive capability of the LSM and outperformed models that neglect movement trends or deformation rates with an average ratio of 81.23%in high susceptibility zones.Besides,the fieldvalidation confirmedthat 83.8%of newly identifiedlandslides were correctly upgraded.Given its efficiencyand operational simplicity,the proposed hybrid model opens new avenues for the feasibility of enhancement in LSM at urban settlements worldwide. 展开更多
关键词 LANDSLIDE Susceptibility Interpretable machine learning Multi-temporal interferometric synthetic Aperture radar(MT-InSAR) The three Gorges reservoir Area
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Surface flux–induced salinity change and its effects on ocean stratification in response to global warming
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作者 Hai Zhi Tianyi Ma +2 位作者 Rong-Hua Zhang Xiaokun Wang Minmin Wu 《Atmospheric and Oceanic Science Letters》 2026年第1期59-65,共7页
Global warming induced by increased CO_(2) has caused marked changes in the ocean.Previous estimates of ocean salinity change in response to global warming have considerable ambiguity,largely attributable to the diver... Global warming induced by increased CO_(2) has caused marked changes in the ocean.Previous estimates of ocean salinity change in response to global warming have considerable ambiguity,largely attributable to the diverse sensitivities of surface fluxes.This study utilizes data from the Flux-Anomaly-Forced Model Intercomparison Project to investigate how ocean salinity responds to perturbations of surface fluxes.The findings indicate the emergence of a sea surface salinity(SSS)dipole pattern predominantly in the North Atlantic and Pacific fresh pools,driven by surface flux perturbations.This results in an intensification of the“salty gets saltier and fresh gets fresher”SSS pattern across the global ocean.The spatial pattern amplification(PA)of SSS under global warming is estimated to be approximately 11.5%,with surface water flux perturbations being the most significant contributor to salinity PA,accounting for 8.1% of the change after 70 years in experiments since pre-industrial control(piControl).Notably,the zonal-depth distribution of salinity in the upper ocean exhibits lighter seawater above the denser water,with bowed isopycnals in the upper 400 m.This stable stratification inhibits vertical mixing of salinity and temperature.In response to the flux perturbations,there is a strong positive feedback due to consequent freshening.It is hypothesized that under global warming,an SSS amplification of 7.2%/℃ and a mixed-layer depth amplification of 12.5%/℃ will occur in the global ocean.It suggests that the salinity effect can exert a more stable ocean to hinder the downward transfer of heat,which provides positive feedback to future global warming. 展开更多
关键词 Sea surface salinity change Pattern amplification Upper-ocean stratification Flux-anomaly-forced model intercomparison project
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Geodetic slip rate and seismogenic depth of unmapped active faults in Yogyakarta,Indonesia,inferred from dense Global Navigation Satellite System campaign observation
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作者 Nurrohmat Widjajanti Cecep Pratama +3 位作者 Iqbal Hanun Azizi Dwi Lestari Muhammad Farhan Abiyyu Sheva Aulia Rahman Deni Kusumawardani 《Geodesy and Geodynamics》 2026年第2期249-258,共10页
Yogyakarta was struck by a devastating Mw6.3 earthquake,which intensified awareness about the seismic hazards in the region.This study investigates the kinematic slip rate and seismogenic depth of the northern segment... Yogyakarta was struck by a devastating Mw6.3 earthquake,which intensified awareness about the seismic hazards in the region.This study investigates the kinematic slip rate and seismogenic depth of the northern segment of Opak Fault and an unmapped fault known as Ngalang Fault in Yogyakarta,utilizing Global Navigation Satellite System(GNSS)data collected between 2019 and 2023.By deploying a network of 12 GNSS stations alongside continuous observations from the InaCORS network,we perfo rmed a detailed geodetic analysis to discern current defo rmation patterns.To quantify the slip rate,we established a frame of reference using the Sundaland Block's rotational parameters and applied the Euler pole angular velocity to transform daily GNSS solutions acco rdingly.The findings reveal significant left-lateral strike-slip motion in the northern segment of Opak Fault,with a slip rate averaging 3 mm/yr and a locking depth of 2.1 km in Northern Segment,whereas the slip rate averages 1.1 mm/yr and the locking depth is estimated at 1 km in the Ngalang Fault,indicating active geological movements that may influence future seismicity. 展开更多
关键词 Opak fault GNSS CAMPAIGN Slip rates Locking depth
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顾及空间邻域特征的MODIS PWV神经网络校正模型
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作者 刘洋 张文渊 +5 位作者 李文云 张书毕 张克非 王楠迪 高雨 王梦瑶 《遥感学报》 北大核心 2026年第1期144-155,共12页
卫星遥感技术是大气水汽含量探测的主流手段之一,具有高空间分辨率的显著优势。然而,该技术探测精度较低,难以满足大气水汽变化研究需求。已有研究陆续利用高精度GNSS PWV“站点式”数据对“面式”遥感水汽数据进行适当性校正,获取精确... 卫星遥感技术是大气水汽含量探测的主流手段之一,具有高空间分辨率的显著优势。然而,该技术探测精度较低,难以满足大气水汽变化研究需求。已有研究陆续利用高精度GNSS PWV“站点式”数据对“面式”遥感水汽数据进行适当性校正,获取精确的卫星遥感水汽产品。但现有研究多基于GNSS测站与遥感像素点的“点式”空间匹配数据构建校正模型,忽略了大气水汽局域强相关性的重要影响,导致其校正能力有限。鉴于此,本文以水汽空间邻域相关性为切入点,借助机器学习技术的非线性处理优势,构建顾及空间邻域特征的MODIS水汽产品神经网络校正模型。该模型以BP神经网络算法为框架,选定尺度范围内MODIS产品的云层信息、地表覆盖类型、传感器空间姿态等非线性影响要素作为模型输入参数。基于美国西部地区GNSS和MODIS PWV数据的实验结果表明:本文所提模型校正后的MODIS PWV均方根误差为2.13 mm,相较于广泛应用的线性校正模型,均方根误差降低了46.21%;与目前“点式”匹配模型的校正结果相比,均方根误差降低了12.35%。从时间和空间维度对比的结果表明:本文所提模型校正产品的均方根误差稳定于2.0—3.0 mm,论证了顾及空间邻域特征校正模型在校正遥感水汽产品方面的优越性,可反映出水汽分布的精细化时空信息。 展开更多
关键词 MODIS PWV GNSS PWV PWV校正 空间相关性 BP神经网络
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Identification of the anomaly component using BEMD combined with PCA from element concentrations in the Tengchong tin belt, SW China 被引量:10
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作者 Yongqing Chen Lina Zhang Binbin Zhao 《Geoscience Frontiers》 SCIE CAS CSCD 2019年第4期1561-1576,共16页
Concentration of elements or element groups in a geological body is the result of multiple stages of rockforming and ore-forming geological processes.An ore-forming element group can be identified by PCA(principal com... Concentration of elements or element groups in a geological body is the result of multiple stages of rockforming and ore-forming geological processes.An ore-forming element group can be identified by PCA(principal component analysis)and be separated into two components using BEMD(bi-dimensional empirical mode decomposition):(1)a high background component which represents the ore-forming background developed in rocks through various geological processes favorable for mineralization(i.e.magmatism,sedimentation and/or metamorphism);(2)the anomaly component which reflects the oreforming anomaly that is overprinted on the high background component developed during mineralization.Anomaly components are used to identify ore-finding targets more effectively than ore-forming element groups.Three steps of data analytical procedures are described in this paper;firstly,the application of PCA to establish the ore-forming element group;secondly,using BEMD on the o re-forming element group to identify the anomaly components created by different types of mineralization processes;and finally,identifying ore-finding targets based on the anomaly components.This method is applied to the Tengchong tin-polymetallic belt to delineate ore-finding targets,where four targets for Sn(W)and three targets for Pb-Zn-Ag-Fe polymetallic mineralization are identified and defined as new areas for further prospecting.It is shown that BEMD combined with PCA can be applied not only in extracting the anomaly component for delineating the ore-finding target,but also in extracting the residual component for identifying its high background zone favorable for mineralization from its oreforming element group. 展开更多
关键词 Bi-dimensional empirical mode decomposition(BEMD) Principal COMPONENT analysis(PCA) ANOMALY components ORE-FORMING ELEMENT groups Sn(W)and Pb-Zn-Ag-Fe POLYMETALLIC deposits Tengchong tin-polymetallic BELT
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Geologic hazard susceptibility assessment based on statistical optimization and machine learning:A case study of the Loess Plateau,Shaanxi Province,northwestern China
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作者 Hao Cheng Zhen-kai Zhang +5 位作者 Zeng-lin Hong Wen-long Zhang Hong-quan Teng Shuai Yang Zi-yao Wang Yu-xuan Dong 《China Geology》 2026年第1期136-151,共16页
This study developed a modeling methodology for statistical optimization-based geologic hazard susceptibility assessment,aiming to enhance the comprehensive performance and classification accuracy of the assessment mo... This study developed a modeling methodology for statistical optimization-based geologic hazard susceptibility assessment,aiming to enhance the comprehensive performance and classification accuracy of the assessment models.First,the cumulative probability method revealed that a low probability(15%)of geologic hazards between any two geologic hazard points occurred outside a buffer zone with a radius of 2297 m(i.e.,the distance threshold).The training dataset was established,consisting of negative samples(non-hazard points)randomly generated based on the distance threshold,positive samples(i.e.,historical hazards),and 13 conditioning factors.Then,models were built using five machine learning algorithms,namely random forest(RF),gradient boosting decision tree(GBDT),naive Bayes(NB),logistic regression(LR),and support vector machine(SVM).The comprehensive performance of the models was assessed using the area under the receiver operating characteristic curve(AUC)and overall accuracy(OA)as indicators,revealing that RF exhibited the best performance,with OA and AUC values of 2.7127 and 0.981,respectively.Furthermore,the machine learning models constructed by considering the distance threshold outperformed those built using the unoptimized dataset.The characteristic factors were ranked using the mutual information method,with their scores decreasing in the order of rainfall(0.1616),altitude(0.06),normalized difference vegetation index(NDVI;0.04),and distance from roads(0.03).Finally,the geologic hazard susceptibility classification was assessed using the natural breaks method combined with a clustering algorithm.The results indicate that the clustering algorithm exhibited higher classification accuracy than the natural breaks method.The findings of this study demonstrate that the proposed model optimization scheme can provide a scientific basis for the prevention and control of geologic hazards. 展开更多
关键词 COLLAPSE LANDSLIDE Debris flow Geologic hazard susceptibility assessment Machine learning RF-GBDT-NB-LR-SVM Cumulative probability Cluster analysis Loess Plateau Geologic hazard prevention and control Geological survey engineering
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Orderly hydrocarbon accumulation pattern in passive continental margin basins on both sides of the South Atlantic
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作者 WEN Zhixin LIU Zuodong +3 位作者 XU Ning LI Gang HE Zhengjun SONG Chengpeng 《Petroleum Exploration and Development》 2026年第1期79-95,共17页
Based on the plate tectonics theory,the sedimentary environment of paleotectonics along the passive continental margins on both sides of the South Atlantic Ocean was reconstructed using the paleomagnetic,regional geol... Based on the plate tectonics theory,the sedimentary environment of paleotectonics along the passive continental margins on both sides of the South Atlantic Ocean was reconstructed using the paleomagnetic,regional geological,and seismic data,and the intrinsic relationships of hydrocarbon distribution in the passive continental margin basins and the differential hydrocarbon accumulation patterns were analyzed.Results show that basins on both sides of the South Atlantic experienced two major extensional phases—rift and depression—and four evolutionary stages:the Early Cretaceous Berriasian-Barremian intracontinental rift stage,the Early Cretaceous Aptian-Albian intercontinental rift to initial drift transition stage,the Late Cretaceous-Paleogene drift-related marine transgressive depression stage,and the Neogene-Quaternary drift-related marine regressive depression stage.According to basin architecture and superposition style,the passive-margin basins are classified into two principal types:rift-continental marginal depression composite and continental marginal depression-dominated.The basins in the study area were further divided into six types based on the development degree of salt tectonics and the type of dominant sand bodies,i.e.salt-free rift-continental marginal gravity-flow composite type,salt-free rift-continental marginal delta composite type,salt-bearing rift-continental marginal gravity flow composite type,delta-dominated salt-bearing rift-continental marginal delta composite type,gravity-flow-dominated continental marginal depression type,and delta-dominated continental marginal depression type.The salt-free rift-continental marginal gravity flow and delta composite basins are mainly distributed in the southern segment.The salt-bearing rift-continental marginal gravity flow and delta composite basins are mainly distributed in the central segment.The gravity-flow-dominated continental marginal depression basins are mainy distributed in the northern segment.The delta-dominated passive-margin depression basins are distributed in three segments from north to south.In different types of basins,distinctive depositional systems and source-reservoir-caprock assemblages were formed in each upper/lower structure layer.The superimposition and evolution of multi-phase prototype basins result in the orderly hydrocarbon accumulation vertically and laterally,which are“segmented along-strike,zoned across-strike,and layered vertically”. 展开更多
关键词 South Atlantic Ocean tectonic-sedimentary environment passive continental margin basin prototype basin RIFT depression fault depression pre-salt in deep water large oil and gas field
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Total play system of natural gas in the northern continental margin of the South China Sea
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作者 ZHANG Gongcheng CHEN Ying +10 位作者 HONG Sijie FENG Congjun LIAO Jin JI Mo LIU Shixiang WANG Panrong HU Gaowei LI Anqi HAO Jianrong WANG Ke GUO Jia 《Petroleum Exploration and Development》 2026年第1期46-60,共15页
For the next exploration direction and integrated evaluation and optimization of targets for the northern continental margin of the South China Sea,this paper proposes the concept of the“total natural gas play system... For the next exploration direction and integrated evaluation and optimization of targets for the northern continental margin of the South China Sea,this paper proposes the concept of the“total natural gas play system”based on the principles of systems theory.Integrating over 60 years of exploration achievements in the four major basins,the paper studies the basic geological conditions,hydrocarbon accumulation models and distribution characteristics of the system.With the core principle of“source-heat controlling natural gas and play-stratigraphy controlling accumulation”,it analyzes the distribution law of natural gas reservoirs covering“intra-sag,sag margin,extra-sag”and multi-stratigraphic sequences.The study shows that under the joint control of source and heat,the northern continental margin of the South China Sea can be divided into two major gas areas:the southern area dominated by coal-type gas and the northern area dominated by oil-type gas,with the former as the main body.Based on the distribution location of hydrocarbon kitchen,the total gas plays are classified into three types:intra-sag,sag margin and extra-sag.In the oil-type gas area of the northern coastal zone,the proportion of intra-sag natural gas is relatively high;in the coal-type gas area of the southern offshore zone,the proportions of intra-sag and sag margin natural gas are relatively large;while the scale of gas accumulation in the extra-sag plays is relatively small.Finally,it is clearly pointed out that the southern offshore zone is the main direction for the next natural gas exploration in the northern South China Sea.Specifically,in the offshore zone,the intra-sag play and middle-deep layers of the sag margin play in the Yingzhong sag should be focused for the Yinggehai Basin;the intra-sag play and sag margin play in the central depression are targets for the Qiongdongnan Basin;the middle-deep layers of the intra-sag play are targets for the Baiyun sag of the Pearl River Mouth Basin.Furthermore,in the northern depression zone of the Pearl River Mouth Basin within the coastal zone,the main exploration directions include the middle-deep layers of the intra-sag play in the Huizhou sag and the middle-deep layers of the intra-sag play in the Enping sag;in the Beibu Gulf Basin,the main directions are the middle-deep layers of the intra-sag play in the Weixinan sag and the middle-deep layers of the intra-sag play in the Haizhong sag. 展开更多
关键词 coal-type gas oil-type gas total play system of natural gas exploration target Yinggehai Basin Qiongdongnan Basin Pearl River Mouth Basin Beibu Gulf Basin South China Sea
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CHINA AT COP30 IN BELÉM:A STRATEGIC AND LEADING PLAYER
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作者 Antonio Alvarez 《China Report ASEAN》 2026年第1期62-63,共2页
As COP30 concluded in Belém,Brazil,China emerged as one of the most visible and influential players in global climate discussions.Over the course of the summit,the Chinese delegation demonstrated both diplomatic ... As COP30 concluded in Belém,Brazil,China emerged as one of the most visible and influential players in global climate discussions.Over the course of the summit,the Chinese delegation demonstrated both diplomatic skill and technological leadership,positioning the country as a key architect of practical climate solutions. 展开更多
关键词 COP Bel m practical climate solutions diplomatic skill China technological leadershippositioning technological leadership climate discussions
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Phase field model of fracture propagation and pressure evolution induced by fluid injection considering the effect of initial stress field in power generation test project of Gonghe Basin,China
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作者 Hong-wei Wang Hai-dong Wu +4 位作者 He-juan Liu Yong-bo Tie Li-sha Hu Lin-you Zhang Xian-peng Jin 《China Geology》 2026年第1期25-43,共19页
Hydraulic stimulation technology is widely employed to enhance the permeability of geothermal reservoirs.Nevertheless,accurately predicting hydraulic fracture propagation in complex geological conditions remains chall... Hydraulic stimulation technology is widely employed to enhance the permeability of geothermal reservoirs.Nevertheless,accurately predicting hydraulic fracture propagation in complex geological conditions remains challenging,thereby hindering the effective utilization of existing natural fractures.In this study,a phase field model was developed utilizing the finite element method to examine the influence of fluid presence,stress conditions,and natural fractures on the initiation and propagation of hydraulic fractures.The model employs Biot's poroelasticity theory to establish the coupling between the displacement field and the fluid field,while the phase field theory is applied to simulate fracture behavior.The results show that whenσ_(x0)/σ_(y0)<3 or qf<20 kg/(m^(3)·s),the presence of natural fractures can alter the original propagation direction of hydraulic fractures.Conversely,in the absence of these conditions,the propagation path of natural fractures is predominantly influenced by the initial stress field.Furthermore,based on the analysis of breakdown pressure and damage area,the optimal intersection angle between natural fractures and hydraulic fractures is determined to range from 45°to 60°.Finally,once a dominant channel forms,initiating and propagating hydraulic fractures in other directions becomes increasingly difficult,even in highly fractured areas.This method tackles the challenges of initiating and propagating hydraulic fractures in complex geological conditions,providing a theoretical basis for optimizing Enhanced Geothermal System(EGS)projects. 展开更多
关键词 Hot dry rock permeability Enhance geothermal system(EGS) Hydraulic stimulation Phase field model Fracture propagation Breakdown pressure Power generation test Clean energy geological survey engineering
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2025 global progress in rare earth exploration
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作者 Hui Guo Jie Meng +2 位作者 Ya-ping Li Bo-ran Guo Zi-guo Hao 《China Geology》 2026年第1期221-226,共6页
In 2025,the global rare earth exploration and development sector achieved breakthroughs across multiple fronts.Projects advanced intensively across the Americas,Oceania,Africa,and Europe,with significant growth in res... In 2025,the global rare earth exploration and development sector achieved breakthroughs across multiple fronts.Projects advanced intensively across the Americas,Oceania,Africa,and Europe,with significant growth in resources,continuous emergence of new deposits,and strong impetus injected into the industry by technological innovation and policy support.The global rare earth resource supply pattern was further optimized (Table 1).1.Fruitful results in resource growth and new deposit discoveriesBrazil emerged as a core region for resource growth.The Colossus rare earth deposit saw a 150%increase in resources and announced its first reserve estimate.The Caldeira rare earth deposit’s resource estimate grew by 50%.The combined ore resources in the Caladão rare earth deposit’s Zones A and B reached 5.72×10~8 tonnes,with a total rare earth oxide(TREO) grade of 0.1506%,concurrently hosting 2.29×10~4tonnes of gallium metal resources. 展开更多
关键词 technological innovation new deposit discoveries rare earth policy supportthe rare earth resource supply pattern resource growth rare earth exploration development policy support
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Early Warning of Rock Collapse Based on Precursor Identification in the Detachment Phase
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作者 Yan Du Mengjia Lyu +4 位作者 Mowen Xie Yujing Jiang Santos Daniel Chicas Hongda Zhang Jingnan Liu 《Journal of Earth Science》 2026年第1期373-380,共8页
0 INTRODUCTION Due to the sudden and highly destructive nature of slope rock collapse,developing effective early warning systems has become an urgent challenge in geotechnical engineering(Cai and Detournay,2024;Loew e... 0 INTRODUCTION Due to the sudden and highly destructive nature of slope rock collapse,developing effective early warning systems has become an urgent challenge in geotechnical engineering(Cai and Detournay,2024;Loew et al.,2017).Traditional monitoring methods primarily target the acceleration stage preceding disasters(such as displacement monitoring for landslides and debris flows),which is effective for early warning of plastic collapse disasters but often inadequate for brittle failure modes(Walter et al.,2019;Chao et al.,2018;Crosta et al.,2017). 展开更多
关键词 precursor identification monitoring methods displacement monitoring geotechnical engineering cai early warning detachment phase slope rock collapsedeveloping rock collapse
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Dynamic reconstruction of the source-to-sink system of the Paleogene Enping Formation in the Baiyun Sag,Pearl River Mouth Basin,China:Insights from stratigraphic forward modeling
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作者 GAO Jianlei LIU Keyu 《Petroleum Exploration and Development》 2026年第1期152-166,共15页
Traditional source-to-sink analyses cannot effectively characterize deep-time sedimentary processes involving multiple sediment sources and the spatiotemporal evolution of sediment contributions from different sources... Traditional source-to-sink analyses cannot effectively characterize deep-time sedimentary processes involving multiple sediment sources and the spatiotemporal evolution of sediment contributions from different sources.In this study,a dynamic,quantitative source-to-sink analysis approach using stratigraphic forward modeling(SFM)is proposed,and it is applied to the Paleogene Enping Formation in the Baiyun Sag,Pearl River Mouth Basin.The built-in spatiotemporal provenance tagging of the model assigns a unique time-source label to sediments from each provenance,making each source's contribution identifiably“labeled”in the simulated formation,and thus enabling a direct precise tracking and high spatiotemporal resolution quantification of such contributions.Five pseudo-wells(from proximal to distal locations)in the Baiyun Sag were analyzed.The simulation results quantitatively represent the varied proportion of contribution of each source at different locations and in different periods and verify the proposed approach's operability and accuracy of the proposed approach.The simulated 3D deposit distribution shows a high agreement with the measured stratigraphic data,validating the model's reliability.Results reveal significant spatiotemporal changes in the Enping sedimentary system.In the late stage of Enping Formation deposition,a distal source supply from the northern part of the sag became dominant,the depocenter migrated northward to the deepwater area,and large-scale deltaic sand bodies extensively progradating into the sag were formed.The modeled 3D deposit distribution indicates that extensive high-quality reservoir sandstones are likely present across the deepwater area of the Baiyun Sag,which are identified as key exploration targets.Compared to traditional static approaches,the SFM-based dynamic simulation markedly enhances the spatiotemporal resolution of source-to-sink analysis and quantitatively captures the sedimentary system's responses to tectonic activity,base-level fluctuations and other external drivers.The proposed approach provides a novel quantitative framework for investigating complex,deep-time,multi-source systems,and offers an effective tool for reservoir prediction and hydrocarbon exploration planning in underexplored deepwater areas. 展开更多
关键词 source-to-sink system stratigraphic forward modeling reservoir prediction deepwater hydrocarbon exploration Baiyun Sag Pearl River Mouth Basin Paleogene Enping Formation
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