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Early Cretaceous–Late Miocene Basin–Mountains Pattern in the Northeastern Margin of the Tibetan Plateau, NW China: Evidence From Detrital Zircon Chronology in the Lanzhou Basin 青藏高原东北缘早白垩世-晚中新世盆山格局:兰州盆地碎屑锆石年代学证据
IF 2.2 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-05-11 DOI: 10.1002/gj.5219
Hang Liu, Hu–jun Gong, Fen–hong Luo, Rui Zhang

The basin-mountain tectonic system along the northeastern margin of the Tibetan Plateau represents a structural signature formed through Cenozoic collision between the Indian and Eurasian plates and subsequent tectonic adjustments, though the mechanisms controlling its tectonic deformation and uplift remain subjects of ongoing scientific debate. The Cenozoic sedimentary sequences preserved in the Lanzhou Basin provide critical archives documenting both provenance variations and tectonic evolution of adjacent orogenic belts. In this study, we employed detrital zircon U–Pb geochronology combined with bulk sediment geochemical analysis (major and trace elements) to reconstruct source-to-sink relationships. Quantitative provenance discrimination was achieved through DZmix and DZstats modelling to determine relative contributions from potential source terrains. Analysis of the modelling results showed that During the Early Cretaceous and Late Palaeocene, the Indo-Eurasian collision affected the West Qinling (50.3% contribution) and North Qilian (34.6%) orogen belts. A significant provenance shift occurred during the Eocene when large-scale planation surfaces developed across the northeastern Tibetan Plateau margin, resulting in complete cessation of West Qinling-derived sediments (3% contribution) to the Lanzhou Basin. Subsequent Early Oligocene stratigraphic records indicate resurgent West Qinling input (31%), marking its secondary uplift phase. Multiphase uplift-denudation cycles characterised both Qilian and West Qinling domains throughout the Early Cretaceous to Late Miocene. Notably, spatiotemporal disparities emerged between North and South Qilian uplift histories, with differential exhumation timing and sediment routing generating distinct provenance signatures in basin fills.

青藏高原东北缘的盆山构造系统代表了新生代印度板块与欧亚板块碰撞及随后的构造调整形成的构造特征,尽管其构造变形和隆升的控制机制仍是科学界争论的主题。兰州盆地保存的新生代沉积层序为记录邻近造山带的物源变化和构造演化提供了重要的档案。在本研究中,我们采用碎屑锆石U-Pb年代学方法结合大块沉积物地球化学分析(主要元素和微量元素)重建源-汇关系。通过DZmix和DZstats建模来确定潜在源区的相对贡献,实现了定量的物源判别。模拟结果分析表明,早白垩世至晚古新世,印-欧亚碰撞对西秦岭造山带和北祁连造山带分别产生了50.3%和34.6%的影响。始新世青藏高原东北缘大规模夷平面发育,导致西秦岭源沉积物对兰州盆地的贡献(3%)完全停止。随后的早渐新世地层记录表明西秦岭输入再次出现(31%),标志着其次生隆升阶段。早白垩世至晚中新世,祁连域和西秦岭域均具有多期隆升-剥蚀旋回特征。值得注意的是,祁连南北隆升历史存在时空差异,不同的挖掘时间和沉积物路径在盆地充填中产生了不同的物源特征。
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引用次数: 0
Recovery of Rare Earth Elements (REEs) From Different Sources of E-Waste and Their Potential Applications: A Focused Review 从不同来源的电子垃圾中回收稀土元素及其潜在应用综述
IF 2.2 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-05-11 DOI: 10.1002/gj.5207
Rohit Kumar Dev, Shiv Narayan Yadav, Nisha Magar, Srijana Ghimire, Mahima Koirala, Rijan Giri, Ashok Kumar Das, Sujit Kumar Shah, Ramesh L. Gardas, Ajaya Bhattarai

The rapid use of electrical and electronic devices due to their wide applications in various fields produces a large amount of e-waste (electronic waste) in the modern world. To overcome this problem, there is a need to recycle the used product into useful products from e-waste. Therefore, this approach is essential for the development of advanced technologies for the recovery and separation of REEs (rare earth elements) from e-waste. Here, REEs are sometimes referred to as the “vitamins” of the modern industry. E-waste can contribute significantly to REE pollution since it is frequently handled hazardously and contains high amounts of REEs. Apart from the harmful effects on the environment, these wastes also destroy precious materials such as gold, silver, copper, platinum, palladium, and rare earth elements. Every year, 50 million tons of e-waste is generated worldwide. A large amount of e-waste goes to waste as only 20% of it is handled properly worldwide. The various approaches, including bioleaching, biosorption, siderophores, pyrometallurgical, and hydrometallurgical processes, have been reported in numerous studies on the recovery and separation of rare earth elements (REEs) from electronic waste. This review paper provides an overview of the introduction, characteristics, sources, and applications of clean and green energy technologies. The current pathways for REEs production and recovery point out significant deficiencies in methods currently in use and emphasise areas where multidisciplinary research may lead to more practical solutions. A summary also provides the impact of e-waste on health and the environment. The challenges, research gap, and future directions and suggestions are reported at the end of this review paper.

电子电气设备由于其在各个领域的广泛应用而迅速使用,在现代世界产生了大量的电子废物(电子废物)。为了克服这个问题,有必要从电子废物中回收使用过的产品,使其成为有用的产品。因此,这种方法对于开发从电子垃圾中回收和分离稀土元素的先进技术至关重要。在这里,稀土元素有时被称为现代工业的“维生素”。电子垃圾会对稀土污染产生重大影响,因为它经常被危险地处理,并且含有大量的稀土元素。除了对环境造成有害影响外,这些废物还破坏了金、银、铜、铂、钯和稀土元素等珍贵材料。全球每年产生5000万吨电子垃圾。全球只有20%的电子垃圾得到妥善处理,因此大量的电子垃圾被浪费。从电子废物中回收和分离稀土元素的各种方法,包括生物浸出、生物吸附、铁载体、火法冶金和湿法冶金等,已经在许多研究中得到了报道。本文综述了清洁和绿色能源技术的介绍、特点、来源和应用。目前稀土生产和回收的途径指出了目前使用的方法的重大缺陷,并强调了多学科研究可能导致更实际解决方案的领域。摘要还提供了电子废物对健康和环境的影响。本文最后提出了面临的挑战、研究差距以及未来的发展方向和建议。
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引用次数: 0
In-Depth Analysis of the Effects of Temperature–Pressure and Degree of Hydration on the Mechanical Properties of Montmorillonite: Insights From Molecular Dynamics Simulations 温度-压力和水化程度对蒙脱土力学性能影响的深入分析:来自分子动力学模拟的见解
IF 2.2 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-05-08 DOI: 10.1002/gj.5204
Xiaobin Yang, Junqing Chen, Yuying Wang, Hong Pang, Kanyuan Shi, Bingyao Li, Xungang Huo

Shale oil and gas, as an essential type of unconventional oil and gas resources, and compressibility is one of the most critical aspects of shale oil and gas exploration and development. Elastic parameters have a significant impact on the compressibility of shale. Montmorillonite is one of the typical clay minerals in shale, and its microstructure has unique characteristics. When encountering water underground, it is effortless to expand. Therefore, the study of the mechanical properties of montmorillonite is crucial. This study is based on molecular dynamics simulation to establish Na-montmorillonite with different hydration degrees, change its temperature and pressure, conduct comprehensive research and comparison by combining the elasticity parameter of montmorillonite with different hydration degrees, and explain the micro mechanism of its impact. Simulation results display that the mechanical properties of hydrated montmorillonite are negatively correlated with temperature. There is a positive correlation with pressure. As the degree of hydration increases, the mechanical properties of montmorillonite decrease. The mechanical properties of montmorillonite are anisotropic. The factors that play a leading role in the stage of temperature, pressure and hydration degree under micro and macro conditions are studied. This research achievement has guiding significance for the comprehensive understanding of montmorillonite and the elastic parameters of shale at the micro level.

页岩油气作为非常规油气资源的重要类型,其可压缩性是页岩油气勘探开发的关键环节之一。弹性参数对页岩的可压缩性影响较大。蒙脱石是页岩中典型的粘土矿物之一,其微观结构具有独特的特点。遇到地下有水,就毫不费力地膨胀起来。因此,研究蒙脱土的力学性能至关重要。本研究基于分子动力学模拟,建立不同水化程度的na -蒙脱土,改变其温度和压力,结合不同水化程度蒙脱土的弹性参数进行综合研究和比较,并解释其影响的微观机理。模拟结果表明,水合蒙脱土的力学性能与温度呈负相关。与压力呈正相关。随着水化程度的增加,蒙脱土的力学性能降低。蒙脱土的力学性能具有各向异性。研究了微观和宏观条件下温度、压力和水化程度阶段起主导作用的因素。该研究成果对全面认识蒙脱石和页岩微观弹性参数具有指导意义。
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引用次数: 0
Constraining the Origin of Primary Magma in Barren Island and Narcondam of Andaman Subduction Zone, NE Indian Ocean Using Arc Basalt Simulator 5 (ABS5) 利用Arc玄武岩模拟器5 (ABS5)约束印度洋东北部安达曼俯冲带贫岛和纳尔康达原生岩浆的成因
IF 2.2 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-05-06 DOI: 10.1002/gj.5223
Bhagyashree Doley, Abhishek Saha

This review presents new insights on the origin of primary arc magma and its geochemical signatures in the Barren Island and Narcondam using Arc Basalt Simulator 5 (ABS5). Barren Island rocks are basalt to basaltic andesite showing tholeiitic composition, while Narcondam is mostly andesite showing calc-alkaline composition. ABS5 indicates that slab dehydration and P–T conditions were similar, and slab liquid uptake was highest from the altered oceanic crust, followed by sediment and mantle wedge coupled to slab top. Unlike trace elements, the 87Sr/86Sr–143Nd/144Nd ratios of the slab liquid show a depleted signature in Barren Island compared with Narcondam, due to R% (reactivity between solid and liquid in the slab). The initial mantle composition in the Barren Island and Narcondam indicates prior melt extraction of < 0.5%–1.5%. Barren Island shows lower β% (fraction of slab liquid in the partial melt) than Narcondam. The H2O content in slab liquid was slightly higher in Barren Island (7.3–8.6 wt%) than Narcondam (5.5–6.8 wt%). Accordingly, the degree of partial melting (F = 10.9%–20.20% in Barren Island, F = 5.3%–10.5% in Narcondam) and total melt productivity (%) were higher in Barren Island compared with Narcondam. ABS5 indicates that the slab liquid contributed LILE, LREE, Th, U and 87Sr/86Sr-143Nd/144Nd, while the mantle melts contributed HFSE, MREE, HREE, Y143Nd/144Nd in Barren Island and Narcondam. ABS5 indicates that the total melt production (%), H2O content in slab liquid and mantle wedge were higher in post-caldera than in pre-caldera rocks.

本文利用arc玄武岩模拟器5 (ABS5)对巴伦岛和纳尔康丹地区原生弧岩浆的成因及其地球化学特征进行了新的认识。荒岛岩主要为玄武岩-玄武岩安山岩,表现为拉斑岩成分;纳尔康达岩主要为钙碱性安山岩成分。ABS5表明,陆块脱水和P-T条件相似,陆块吸收量最大的是蚀变洋壳,其次是与陆块顶部耦合的沉积物和地幔楔。与微量元素不同的是,由于R%(板岩中固液反应活性)的影响,巴伦岛的板岩液87Sr/ 86Sr-143Nd /144Nd的比值明显低于纳尔康达姆。巴伦岛和纳尔康丹的初始地幔成分表明,先前的熔融萃取为<; 0.5%-1.5%。不毛岛的β%(部分熔体中板状液体的比例)比那康达低。在巴仑岛,平板液中H2O的含量(7.3-8.6 wt%)略高于那康当(5.5-6.8 wt%)。因此,barrenisland的部分熔化程度(F = 10.9% ~ 20.20%)和Narcondam的总熔体生产率(%)均高于Narcondam。ABS5表明,在Barren Island和Narcondam地区,板块液体贡献了LILE、LREE、Th、U和87Sr/86Sr-143Nd/144Nd,而地幔熔体贡献了HFSE、MREE、HREE和Y143Nd/144Nd。ABS5表明,破火山口后岩石的总熔体产量(%)、板液和地幔楔中的H2O含量均高于破火山口前岩石。
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引用次数: 0
Characteristics and Mechanisms of Hydrocarbon Accumulation in Tight Oil Reservoirs of the Carboniferous Kalagang Formation, Malang Sag, Santanghu Basin, China 三塘湖盆马郎凹陷石炭系卡拉岗组致密油成藏特征及成藏机制
IF 2.2 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-05-06 DOI: 10.1002/gj.5225
Weiming Wang, Tingting Li, Bin Yang, Xiongfei Xu, Zhichao Zhou, Shuxia Zhang, Changsheng Miao

As hydrocarbon exploration progresses in the Santanghu Basin, tight oil reservoirs in Carboniferous volcanic rocks have become a focal point for exploration and development efforts. This study aims to account for significant industrial oil flow from the tight tuff layers of the Kalagang Formation in well blocks Ma 71 to 33 in the Malang Sag within the basin. Through experiments including organic carbon analysis, rock pyrolysis, and nuclear magnetic resonance (NMR), this study systematically investigated the principal characteristics and determinants of the tight oil reservoirs, culminating in the development of hydrocarbon modes, thus providing a reference for tight oil exploration and production in the study area. The results indicate that the Kalagang Formation is composed predominantly of tuff, especially vitric tuff. The storage spaces of this formation include dissolution pores, tectonic fractures, and dissolution fractures, with devitrification pores less common. Compaction plays a crucial role in rendering the tuff reservoirs tight. Nevertheless, differentiated diagenetic alterations have improved the microscopic storage spaces and their interconnectivity. Well blocks Ma 3301 and Ma 33, having undergone significant weathering (leaching), exhibit superior reservoir physical properties and connectivity compared to well blocks Ma 71 and Ma 73. In contrast, well blocks Ma 71 and Ma 73 experienced more significant alterations due to organic acid dissolution and devitrification under the influence of source rock types and hydrocarbon generation. The comprehensive analysis indicates that tight oil reservoirs in the Malang Sag were formed due to the close superimposition of source rocks and reservoirs, along with the effective connection of source rock-rooted faults. This results in the formation of two sets of proximal tight tuff reservoirs with the ‘lower-source rock and upper-reservoir’ and ‘self-sourced reservoir’ modes.

随着三塘湖盆地油气勘探的深入,石炭系火山岩致密油已成为勘探开发的重点。本研究旨在解释盆地内马郎凹陷马71 ~马33井区卡拉冈组致密凝灰岩层的重要工业油流。通过有机碳分析、岩石热解、核磁共振等实验,系统研究了致密油储集层的主要特征和决定因素,最终得出了烃成藏模式的发展规律,为研究区致密油勘探开发提供了参考依据。结果表明,喀拉岗组以凝灰岩为主,以玻璃凝灰岩为主。储层空间包括溶蚀孔隙、构造裂缝和溶蚀裂缝,脱硝孔隙较少。压实作用对凝灰岩储层致密化起着至关重要的作用。然而,分化的成岩改变改善了微观储集空间和它们之间的连通性。与Ma 71和Ma 73井区块相比,Ma 3301和Ma 33井区块经历了明显的风化(淋溶),表现出更优越的储层物性和连通性。在烃源岩类型和生烃作用的影响下,马71和马73井区由于有机酸溶解和脱硝作用而发生了更为显著的变化。综合分析认为,麻郎凹陷致密油储层是烃源岩与储层紧密叠加,烃源岩断裂有效连接的结果。形成了“下源上储”和“自源”两套近端致密凝灰岩储层。
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引用次数: 0
Paleo-Stress Regimes and Emplacement Dynamics of a Regional Fault-Bounded Dyke System in Continental Flood Basalt Province: Insights From the Narmada-Tapi Swarm, Deccan Volcanic Province, India 陆相洪水玄武岩省区域断界堤系古应力状态与侵位动力学——来自印度德干火山省Narmada-Tapi群的启示
IF 2.2 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-05-04 DOI: 10.1002/gj.5210
Bibhas Sen, Nitin R. Karmalkar

Narmada-Tapi dyke swarm is one of the two principal swarms within the Deccan Volcanic Province of India. This study presents new data on the field characters, geometry, and structure of mafic dykes of this giant swarm, housed in a mid-continental fault zone of Precambrian heritage mimicking horst-graben structure. We map 443 lineaments as dykes in an area of 7000 km2 and validate 193 on ground. The braided map pattern in the swarm's densest parts indicates higher rates of fracture propagation and magma flow (movement) duly manifested by occasional incorporation of basement xenoliths and local contact-melting of host basalt lava flows. During dyke emplacement, the principal stress axes made a prolate ellipsoid (σ1 >> σ2 > σ3) and the 3D Mohr's stress circles related the magma pressure (Pm) to the paleo-stress regime as σ2 > Pm > σ3. The swarm induced ~5% crustal extension. We estimate magma overpressure that drove the dyke-melt upwards and laterally through the fractured granitic basement from ~10 to 12 km deep magma chamber, assisted by hydro-fracturing of older basaltic flows at shallow levels. We also review the significance of the regional fault-bounded dyke swarms in the emplacement of Deccan flood basalts.

Narmada-Tapi岩群是印度德干火山省的两个主要岩群之一。本研究提供了该巨型群基性岩脉的野外特征、几何结构和结构的新资料,这些岩脉位于模拟地堑-地堑构造的前寒武纪中大陆断裂带中。我们在7000平方公里的区域内绘制了443个堤坝,并在地面上验证了193个。群中最密集部分的辫状图模式表明,裂缝扩展和岩浆流动(运动)的速率较高,这是由基底包体的偶尔合并和寄主玄武岩熔岩流的局部接触熔化所表现出来的。在岩脉侵位过程中,主应力轴呈长形椭球形(σ1 >> σ2 > σ3),三维莫尔应力圆将岩浆压力(Pm)与古应力区联系为σ2 >; Pm > σ3。蝗群引起地壳伸展~5%。我们估计岩浆超压推动岩脉熔体从10 ~ 12 km深的岩浆室向上和横向穿过断裂的花岗岩基底,并在浅层较老的玄武岩流的水力压裂作用下起到辅助作用。讨论了区域断界岩脉群在德干洪泛玄武岩侵位中的意义。
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引用次数: 0
Source Lithology Characteristics of Different Tectonic Stages of Mariana Subduction Zone: Insights From Major and Trace Element Compositions of Olivine From Basalts 马里亚纳俯冲带不同构造阶段烃源岩岩性特征——来自玄武岩橄榄石主微量元素组成的启示
IF 2.2 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-05-04 DOI: 10.1002/gj.5222
Zixuan Zhang, Xiaohui Li, Zhiqing Lai, Sanzhong Li, Jiayu Yuan, Yonghong Guo

The mantle beneath the Mariana subduction zone is commonly described as depleted, primarily composed of peridotite. This study aims to investigate whether subduction processes influence the lithologic characteristics of the mantle source beneath the Mariana subduction zone. We conducted a comprehensive analysis of olivine elemental compositions from basalts in different subduction settings in the Mariana region, including the island arc, back-arc and initial arc rifting stages. Analysis of major and trace elements in olivines, as well as key elemental ratios (e.g., 10,000 × Zn/Fe, Mn/Zn and 100 × Mn/Fe), reveals that olivines from different subduction settings exhibit characteristics consistent with a peridotite source. While Ca content varies significantly among samples, olivines with high Fo values (Fo > 87) and high Ca contents are consistent with peridotite characteristics. In contrast, olivines with low Fo values (Fo < 87) exhibit lower Ca contents, reflecting the characteristics of a pyroxenite mantle source. This discrepancy is attributed to slab subduction, which increases water content in the mantle wedge and facilitates greater incorporation of Ca into the melt. The compositional distributions of Mn in olivines indicate distinct partitioning behaviours under varying pressure and temperature conditions, with Mn concentrations being particularly sensitive to pressure variations. Therefore, the variation in Mn composition reflects the different pressure conditions experienced by peridotite during its evolution. In different tectonic settings, the variation in Ni contents is mainly controlled by magmatic evolution, with minimal influence from temperature and pressure. Despite the differences in elemental content, our results demonstrate that the mantle source region in the Mariana subduction zone, whether in the island arc, back-arc basin or initial arc rifting, consistently consists of peridotite, with no different results arising from variations in the subduction processes.

马里亚纳俯冲带下的地幔通常被描述为枯竭的,主要由橄榄岩组成。本研究旨在探讨俯冲过程是否影响了马里亚纳俯冲带地幔源区的岩性特征。对马里亚纳地区不同俯冲背景下的玄武岩橄榄石元素组成进行了综合分析,包括岛弧、弧后和弧初裂陷阶段。通过对橄榄石中主微量元素及关键元素比值(10,000 × Zn/Fe、Mn/Zn和100 × Mn/Fe)的分析,发现不同俯冲背景下的橄榄石具有与橄榄岩源一致的特征。样品间Ca含量差异较大,高Fo值(Fo > 87)和高Ca含量的橄榄石与橄榄岩特征一致。而低Fo值橄榄石(Fo < 87)的Ca含量较低,反映了辉石岩地幔源的特征。这种差异归因于板块俯冲作用,这增加了地幔楔中的含水量,促进了钙元素更多地融入熔体。橄榄石中Mn的组成分布在不同的压力和温度条件下表现出不同的分配行为,Mn浓度对压力变化尤为敏感。因此,Mn组成的变化反映了橄榄岩在演化过程中所经历的不同压力条件。在不同构造环境下,镍含量的变化主要受岩浆演化控制,温度和压力的影响较小。尽管元素含量存在差异,但我们的研究结果表明,无论是岛弧、弧后盆地还是初始弧裂陷,马里亚纳俯冲带的地幔源区始终由橄榄岩组成,没有因俯冲过程的变化而产生不同的结果。
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引用次数: 0
Predictive Analysis of Slope Stability via Metaheuristic Algorithms Helping Neural Networks 基于元启发式算法的边坡稳定性预测分析
IF 2.2 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-04-29 DOI: 10.1002/gj.5184
Yuqi Su, Ruren Li

Attaining a firm slope stability analysis holds eminent importance in civil and geotechnical projects. This study is concerned with the indirect assessment of the stability of slopes using improved versions of artificial neural networks (ANN). Two novel metaheuristic techniques, namely the seeker optimization algorithm (SOA) and the electromagnetic field optimization (EFO) are employed for optimising the ANN that aims at predicting the factor of safety (FOS). Two hybrids of EFO-ANN and SOA-ANN, as well as a single conventional ANN, are trained and tested using a valid dataset collected from the earlier literature. First, examining the importance of the input factors showed that the unit weight of slope material (γ) is the most important one, followed by internal friction (ϕ), average angle of slope (β), cohesion (c), the height of slope (H), and pore water pressure coefficient (r u ). Upon monitoring the performance of the ANN, this model stops training after some epochs because of the divergence in the solution, whereas this issue was resolved by the EFO and SOA in hybrid models. Consequently, significant improvements were achieved in both training and testing accuracies. By comparison, while the EFO-ANN was more successful in the training task, the SOA-ANN presented the most reliable prediction of the FOS. The prediction competency of these models is also verified through (a) comparison with earlier literature and (b) applying them to another real-world dataset for binary prediction of slope stability/failure. An explicit predictive formula is derived from the SOA-ANN, which is recommended as a convenient approximator of FOS in slope stability analysis.

获得可靠的边坡稳定性分析在土木和岩土工程中具有重要意义。本研究关注的是利用改进的人工神经网络(ANN)对边坡稳定性的间接评价。采用导引头优化算法(SOA)和电磁场优化(EFO)两种新颖的元启发式技术对以安全系数(FOS)预测为目标的人工神经网络进行优化。EFO-ANN和SOA-ANN的两个混合体,以及一个单一的传统ANN,使用从早期文献中收集的有效数据集进行训练和测试。首先,对输入因素的重要性进行考察,结果表明,边坡材料的单位重量(γ)是最重要的输入因素,其次是内摩擦(φ)、平均坡度角(β)、黏聚力(c)、边坡高度(H)和孔隙水压力系数(r u)。在监测人工神经网络的性能后,由于解决方案的分歧,该模型在一些epoch后停止训练,而混合模型中的EFO和SOA解决了这个问题。因此,在训练和测试精度方面都取得了显著的改进。通过比较,EFO-ANN在训练任务中更成功,而SOA-ANN对FOS的预测最可靠。这些模型的预测能力也通过(a)与早期文献的比较和(b)将它们应用于另一个真实世界的数据集进行边坡稳定/破坏的二元预测来验证。推导出了一种明确的预测公式,可作为边坡稳定性分析中FOS的方便逼近器。
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引用次数: 0
Evaluating Provincial Resilience to Climate Change in China Using a Hybrid ANP-ANN-PROMETHEE-GAIA Framework 基于混合anp - ann - promeee - gaia框架的中国省级气候变化适应能力评估
IF 2.2 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-04-29 DOI: 10.1002/gj.5213
Guangchun Yang, Yuanzhi Huang, Lin Zhu

The increasing frequency and severity of climate-induced disruptions necessitate robust methodologies for assessing regional resilience. This study introduces a hybrid analytical framework integrating the Analytic Network Process (ANP), Artificial Neural Networks (ANN) and PROMETHEE-GAIA to systematically evaluate climate resilience across Chinese provinces. Resilience is assessed through three dimensions: exposure, sensitivity and adaptive capacity, each comprising multiple sub-criteria informed by expert inputs and literature review. ANP models the interdependencies among resilience factors, while ANN validates the assigned weights, ensuring methodological robustness. PROMETHEE-GAIA ranks provincial resilience levels, providing insightful visualisations of resilience trade-offs. The findings reveal substantial regional disparities: coastal provinces such as Jiangsu and Zhejiang exhibit higher resilience due to advanced infrastructure, economic robustness and effective governance, while inland regions like Qinghai and Gansu demonstrate heightened vulnerabilities due to limited adaptive capacity and economic dependencies on climate-sensitive sectors. The study provides a replicable framework for resilience assessments globally, offering actionable insights for policymakers to enhance climate adaptation strategies and equitable resource allocation.

气候引起的破坏日益频繁和严重,因此需要强有力的方法来评估区域复原力。本研究引入了一个综合分析网络过程(ANP)、人工神经网络(ANN)和prometheus - gaia的混合分析框架,对中国各省的气候适应能力进行了系统评估。复原力通过三个维度进行评估:暴露、敏感性和适应能力,每个维度都由专家意见和文献综述提供的多个子标准组成。ANP对弹性因素之间的相互依赖性进行建模,而ANN对分配的权重进行验证,确保方法的鲁棒性。prometheus - gaia对各省的恢复力水平进行了排名,提供了恢复力权衡的深刻可视化。研究结果揭示了巨大的地区差异:江苏和浙江等沿海省份由于先进的基础设施、经济稳健和有效的治理而表现出更高的抵御能力,而青海和甘肃等内陆地区由于适应能力有限和经济依赖气候敏感部门而表现出更高的脆弱性。该研究为全球复原力评估提供了一个可复制的框架,为决策者提供了可操作的见解,以加强气候适应战略和公平的资源分配。
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引用次数: 0
Organic Geochemistry and Oil-Source Correlations in the Carboniferous Yanghugou Formation in the Yindongzi Area, Ordos Basin, China 鄂尔多斯盆地银洞子地区石炭系阳湖沟组有机地球化学及油源对比
IF 2.2 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-04-29 DOI: 10.1002/gj.5202
Zhiwei He, Kaiming Su, Yaohui Xu, Yan Zhang, Junping Huang, Yang Li

In recent years, extensive oil and gas exploration in the Ordos Basin has led to the discovery of oil reservoirs within the Carboniferous Yanghugou Formation in the basin's southwestern margin. This study investigates the organic geochemical characteristics and oil-source correlations in the Yanghugou Formation, aiming to clarify the origin of crude oil in this formation by comparing samples from both the Yanghugou and Wulalike formations. Geochemical analyses reveal that the Yanghugou Formation source rocks exhibit high organic matter content, low maturity, and a freshwater-oxidising environment, with contributions from both land plants and aquatic organisms, suggesting significant potential for oil generation. Conversely, the Wulalike Formation source rocks exhibit lower organic matter content, higher maturity, and a brackish water-weakly reduced environment, reflecting a more moderate oil-generating potential. The study uses biomarkers and multivariate statistical methods, including cluster analysis and Q-factor analysis, to establish that the oil in the Yanghugou Formation is a mixed-source oil, originating from both the Yanghugou and Wulalike source rocks. The results highlight the importance of combining geochemical parameters and statistical techniques to improve oil-source correlations and aid exploration strategies in the southwestern Ordos Basin. This study provides new insights into the complex hydrocarbon accumulation mechanisms in the area and offers valuable information for future exploration efforts.

近年来,鄂尔多斯盆地经过广泛的油气勘探,在盆地西南缘石炭系杨湖沟组内发现了油气储层。通过对比杨湖沟组和乌拉里克组原油样品,研究了杨湖沟组有机地球化学特征和油源对比,明确了该组原油的来源。地球化学分析表明,阳湖沟组烃源岩有机质含量高,成熟度低,为淡水氧化环境,陆生植物和水生生物对烃源岩均有贡献,具有较大的生油潜力。乌拉里克组烃源岩有机质含量较低,成熟度较高,为微咸水弱还原环境,生油潜力较中等。利用生物标志物和聚类分析、q因子分析等多元统计方法,确定杨湖沟组油为混合源油,源岩为杨湖沟组和乌拉里克组。研究结果强调了将地球化学参数与统计技术相结合对提高鄂尔多斯盆地西南部油气源相关性和指导勘探策略的重要性。该研究为该区复杂的油气成藏机制提供了新的认识,为今后的勘探工作提供了有价值的信息。
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Geological Journal
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