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19 pages, 4519 KB  
Article
A Study on Geochemical Characteristics and Genesis Mechanisms of Coalbed Methane in the Dafosi Well Field, Huang-Long Jurassic Coalfield
by Kaide Liu, Yu Xia, Kaiwen Yao, Songxin Zhao, Wenping Yue, Chaowei Sun, Qiyu Wang and Xinping Wang
Processes 2026, 14(16), 2671; https://doi.org/10.3390/pr14162671 - 21 Aug 2026
Abstract
The Dafosi well field is a typical Huang-Long Jurassic low-rank coalbed methane (CBM) field. Clarifying its CBM geochemical characteristics and the mechanisms of its formation is of significant importance for deepening the understanding of the formation mechanisms of low-rank CBM in China and [...] Read more.
The Dafosi well field is a typical Huang-Long Jurassic low-rank coalbed methane (CBM) field. Clarifying its CBM geochemical characteristics and the mechanisms of its formation is of significant importance for deepening the understanding of the formation mechanisms of low-rank CBM in China and for the scientific assessment of its resource potential. A total of eight gas emission samples from six coalbed methane wells in the Dafosi coalfield were collected, along with 22 coal samples from the 4# coal seam. Detailed analyses of microscopic coal petrographic components, gas chemical compositions, and carbon isotopes were performed. By integrating data from the 20 relevant literature sources on coalbed gas composition and isotopic characteristics within the study area, a comprehensive dataset comprising 28 sets was utilized to examine the carbon isotope characteristics and genesis types of both CH4 and CO2 in the coalbeds, as well as elucidate the mechanism behind CH4 carbon isotope depletion. The findings indicate that in the primary 4# coal seam’s microscopic petrographic composition, the organic matter content is considerably higher, averaging 93.2%. Among these, the inertinite group is dominant, averaging 68.2%; the vitrinite group is the next most abundant, averaging 22.8%. The CBM composition is predominantly CH4, with concentrations varying from 68.753% to 98.006%, averaging 80.276%. N2 concentrations range from 1.259% to 29.926%, averaging 17.476%. CO2 concentrations vary from 0.04% to 2.380%, averaging 1.032%. The average concentration of heavier hydrocarbons C2 and above is less than 0.078%, indicative of typical dry gas characteristics, C1/C1~n > 0.999. The concentration of CH4 and N2 was negatively correlated. δ13C1 ranges from −87.200‰ to −62.400‰, averaging −75.802‰. CH4 is composed of secondary biogenic gas with dominant content and a small amount of thermogenic gas. δ13CCO2 ranges from −41.693‰ to −7.065‰, averaging −20.016‰. CO2 is an organic gas, mainly derived from thermal degradation and microbial degradation of organic matter. The mechanism responsible for the light carbon isotopic composition of δ13C1 lies in the fact that most of CH4 is produced by CO2 reduction, and a small amount is produced by acetic acid fermentation. In the gas generation process of these two pathways, biogenic methane will eventually enrich light carbon isotopes, resulting in light δ13C1. Full article
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26 pages, 29858 KB  
Article
Carbon and Oxygen Isotope Enrichment Characteristics and Formation Mechanism of Carbonate Cements in Chang 8 Tight Sandstone Reservoir, Jiyuan Area, Ordos Basin
by Yue Cai, Qingyu Yang, Aihua Guo, JinLiang Zhang and Tingting Fan
Minerals 2026, 16(8), 850; https://doi.org/10.3390/min16080850 - 18 Aug 2026
Viewed by 175
Abstract
To elucidate the formation mechanisms of carbonate cement in the Chang 8 tight sandstone reservoir of the Upper Triassic Yanchang Formation (Jiyuan Area), the types, paragenetic stages, and genesis of the cement were investigated via thin-section petrography, carbon–oxygen isotope analysis, and fluid inclusion [...] Read more.
To elucidate the formation mechanisms of carbonate cement in the Chang 8 tight sandstone reservoir of the Upper Triassic Yanchang Formation (Jiyuan Area), the types, paragenetic stages, and genesis of the cement were investigated via thin-section petrography, carbon–oxygen isotope analysis, and fluid inclusion microthermometry. Results indicate two distinct generations of carbonate cement within the Chang 8 reservoir: early micritic calcite cement and late sparry to coarsely crystalline ferroan calcite cement. The late ferroan calcite cement exhibits δ13CPDB values spanning from −7.02‰ to −12.51‰ and δ18OPDB values ranging from −18.81‰ to −30.24‰. The early micritic calcite cement is interpreted to have precipitated from supersaturated alkaline pore fluids during the shallow burial stage (Stage A of early diagenesis) at the close of the Late Triassic. Conversely, the late ferroan calcite cement formed during the Early Cretaceous at temperatures between 100 °C and 110 °C, and its genesis is closely linked to organic-acid-related fluids. These findings elucidate the characteristics of carbonate cements across different stages and have significant implications for predicting the distribution of high-quality reservoirs and for providing guidance for future exploration and development. Full article
(This article belongs to the Section Mineral Exploration Methods and Applications)
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37 pages, 9114 KB  
Article
Genetic Mechanisms and Spatiotemporal Distribution of Abnormal Overpressure in the Xihu Sag, East China Sea
by Huayang Li, Shijie Zhu, Chi Zhang and Youchen Wang
Eng 2026, 7(8), 415; https://doi.org/10.3390/eng7080415 - 16 Aug 2026
Viewed by 116
Abstract
Overpressure prediction is critical for safe and efficient drilling, yet remains challenging in complex basins with multiple genetic mechanisms. This study systematically investigates the overpressure origins in the Xihu Sag, East China Sea, a prolific hydrocarbon-bearing sag with widespread overpressure and complex pressure [...] Read more.
Overpressure prediction is critical for safe and efficient drilling, yet remains challenging in complex basins with multiple genetic mechanisms. This study systematically investigates the overpressure origins in the Xihu Sag, East China Sea, a prolific hydrocarbon-bearing sag with widespread overpressure and complex pressure regimes. By integrating well logging data and direct pore pressure measurements from nine wells across three major structural units, the Western Slope Belt, the Western Sub-sag and the Central Inversion Belt, a multi-method diagnostic framework is employed. This combines Bowers’ effective stress analysis with sonic-density cross-plots to discriminate between loading and unloading mechanisms. Results show obvious vertical zoning of pore pressure—normal-pressure zone, overpressure zone, and pressure reversal zone—with distinct horizontal heterogeneity. Results reveal a distinct spatial differentiation in dominant overpressure mechanisms. In the Western Slope Belt, overpressure in the deep Pinghu Formation primarily results from a composite of undercompaction (creating initial pressure seals) and subsequent hydrocarbon generation-induced fluid expansion. In contrast, in the Central Inversion Belt and Western Sub-sag, overpressure is predominantly driven by hydrocarbon charging along faults coupled with tectonic compression, with minimal undercompaction signatures. Previous studies on overpressure genesis in the Xihu Sag have largely focused on the Western Slope Belt. This study expands the analytical scope to the Western Sub-sag and Central Inversion Belt, and conducts a systematic comparative analysis of overpressure genesis across multiple tectonic units. The value of this work lies in the systematic application of classical diagnostic methods to fill the regional research gap regarding the overpressure characteristics of the Huagang Formation and the composite nature of overpressure. With accurately constrained genetic mechanisms, the findings can provide support for optimized drilling fluid design and wellbore stability management, and effectively mitigate deep hydrocarbon exploration risks in this sag and analogous overpressured basins. Full article
(This article belongs to the Section Chemical, Civil and Environmental Engineering)
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21 pages, 9499 KB  
Article
Formation Mechanism and Color Genesis of the Yiyuan Jade in Luanchuan, Eastern Qinling (Central China): Implications for the Provenance Tracing of Ancient Jade Artifacts
by Hao Lu, Jun Chai, Wanlu Fu, Juncai Ma and Xuanshuai Wang
Minerals 2026, 16(8), 843; https://doi.org/10.3390/min16080843 - 15 Aug 2026
Viewed by 148
Abstract
The Yiyuan jade from Luanchuan County, Henan Province (Central China), has been known since the Neolithic period and provides a scientific reference for tracing the provenance of jade artifacts from nearby Neolithic sites. In this study, the mineralogical characteristics and color genesis of [...] Read more.
The Yiyuan jade from Luanchuan County, Henan Province (Central China), has been known since the Neolithic period and provides a scientific reference for tracing the provenance of jade artifacts from nearby Neolithic sites. In this study, the mineralogical characteristics and color genesis of the Yiyuan jade were investigated using petrography, XRD, SEM–EDS, FTIR, UV–Vis–NIR, and EPR spectroscopy. The jade occurs in four color varieties and is petrologically classified as serpentine–bearing dolomitic marble formed by Neoproterozoic gabbroic magma intrusion and subsequent low–temperature alteration. The color variations correspond to distinct mineral assemblages. White jade is dominated by calcite and dolomite; bluish–black jade by antigorite, clinochlore, and chamosite; bluish–white jade contains intermediate proportions of these phases; and green jade consists mainly of epidote and actinolite. The bluish color intensity shows a quantitative correlation with the green mineral content. Bluish–white appears when antigorite and clinochlore together account for 5%–40%, bluish–black when they exceed 40%, and bluish–gray when chamosite exceeds 10%. The bluish–black coloration is controlled by the dense fibrous interwoven microstructure of antigorite rather than by Fe or other elemental chromophores. These distinctive features serve as diagnostic criteria for identifying bluish–black jade materials from Neolithic sites in the Luanchuan region. Full article
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21 pages, 52035 KB  
Article
Multiple Linkage Patterns of Border Faults and the Main Controlling Factors in the Zhu I Depression of the Pearl River Mouth Basin, South China Sea
by Wei Tian, Lianfu Mei, Hesheng Shi, Yu Shu, Hailun Liu, Baomin Zhang and Le Zhu
Geosciences 2026, 16(8), 334; https://doi.org/10.3390/geosciences16080334 - 14 Aug 2026
Viewed by 156
Abstract
The Pearl River Mouth Basin (PRMB) is a significant offshore petroleum basin located in the northern South China Sea, characterized by its complex structural features and well-developed boundary faults. Despite its importance, several critical questions regarding fault growth, evolution models, and genesis mechanisms [...] Read more.
The Pearl River Mouth Basin (PRMB) is a significant offshore petroleum basin located in the northern South China Sea, characterized by its complex structural features and well-developed boundary faults. Despite its importance, several critical questions regarding fault growth, evolution models, and genesis mechanisms remain unresolved. This study aims to address these gaps by discussing the evolution of the boundary fault system and its associated stratigraphic record. This study utilizes high-resolution 3D seismic reflection data interpretation and fault displacement profiles to investigate the Zhu I depression, the largest hydrocarbon-bearing depression in the northern rifted zone of the PRMB. The findings indicate that the syn-rift growth of boundary faults within the Zhu I depression exhibits three distinct patterns, along-strike linkage, transverse linkage, and oblique linkage, which are formed under the action of the pre-existing basement fault systems. These patterns describe how individual fault segments connect and evolve during the rifting process, influencing the overall structural development of the basin and hydrocarbon accumulation. Although transverse linkage includes three development stages, consistent with previous studies, these stages are isolated normal faults, overlapping faults, and hard linkage. The study reveals a unique example of how transfer faults within a relay ramp connect the normal boundary faults on both sides. The break progression of the relay ramp can also be classified into three stages, similar to the transverse linkage. This study proposes a new approach, through the inversion of fault evolution by sequence migration, for the reconstruction of fault connection processes and complex fault linkage models developed in southern China and similar areas worldwide. Full article
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27 pages, 12220 KB  
Article
Divergent Chlorite and Kaolinite Authigenesis and Reservoir Quality Controls: Chang-8 Tight Sandstones, Ordos Basin
by Wei Yu, Jiao Wang, Li Gong and Jie Chen
Geosciences 2026, 16(8), 316; https://doi.org/10.3390/geosciences16080316 - 6 Aug 2026
Viewed by 242
Abstract
The genesis of authigenic clay minerals in tight sandstones fundamentally controls reservoir quality and micro-pore evolution. This study investigates the differential formation mechanisms of authigenic chlorite and kaolinite and their modulating effects on pore systems in the Chang-8 Member tight sandstones, Ordos Basin. [...] Read more.
The genesis of authigenic clay minerals in tight sandstones fundamentally controls reservoir quality and micro-pore evolution. This study investigates the differential formation mechanisms of authigenic chlorite and kaolinite and their modulating effects on pore systems in the Chang-8 Member tight sandstones, Ordos Basin. Thin-section petrography, X-ray diffraction, scanning electron microscopy, and high-pressure mercury injection were utilized to quantify mineralogical and petrophysical characteristics. Results show chlorite (averaging 4.8%) and kaolinite (averaging 1.6%) are the dominant authigenic clay minerals with distinct spatiotemporal distributions. Chlorite nucleated as pore linings during early diagenesis under alkaline, oligohaline to mesohaline conditions driven by volcanic material hydration. Conversely, kaolinite precipitated as pore-filling during mid-to-late diagenesis (80–120 °C), driven by organic acid pulses from underlying source rocks causing feldspar dissolution. We conclude that early chlorite linings constructively preserve primary porosity by mechanically resisting compaction and chemically inhibiting quartz cementation, despite narrowing pore throats. Meanwhile, kaolinite acts as a pore-type modulator, restructuring macro-pores into micro-intercrystalline pores, which significantly impairs permeability only when its proportion crosses a critical threshold. The diagenetic fluid transition from alkaline to acidic ultimately dictates this mineralogical succession and subsequent reservoir heterogeneity. Full article
(This article belongs to the Special Issue Sedimentary Basins and Energy Resources)
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24 pages, 410 KB  
Review
Perioperative Arrhythmias: Pathophysiology, Risk Stratification, Management, and Emerging Technologies—A Narrative Review Toward Personalised Care
by Daniele Salvatore Paternò, Luigi La Via, Marco Lo Presti, Gilberto Duarte-Medrano, Natalia Nuño-Lámbarri, Emilia Concetta Lo Giudice, Giordana Russo, Mattia Pratini, Paolo Tummino, Giuseppe Scibilia, Marco Barbanti and Massimiliano Sorbello
J. Pers. Med. 2026, 16(7), 367; https://doi.org/10.3390/jpm16070367 - 4 Jul 2026
Viewed by 968
Abstract
Cardiac arrhythmias complicate 20–50% of surgical procedures and contribute substantially to perioperative morbidity, mortality, and healthcare costs, with postoperative atrial fibrillation (POAF) being the most frequent form. Their genesis reflects the convergence of surgical stress, anaesthetic agents, autonomic imbalance, systemic inflammation, and electrolyte [...] Read more.
Cardiac arrhythmias complicate 20–50% of surgical procedures and contribute substantially to perioperative morbidity, mortality, and healthcare costs, with postoperative atrial fibrillation (POAF) being the most frequent form. Their genesis reflects the convergence of surgical stress, anaesthetic agents, autonomic imbalance, systemic inflammation, and electrolyte disturbances, explaining the limited efficacy of single-mechanism interventions. This narrative review synthesises contemporary evidence on pathophysiology, risk stratification, prevention, acute management, and emerging technologies, emphasising individualised, patient-tailored approaches. MEDLINE, Embase, and Cochrane CENTRAL were searched (January 2010–January 2026), prioritising randomised trials, meta-analyses, and guidelines. Contemporary risk stratification integrates clinical scores, biomarkers, and electrocardiographic parameters; machine-learning models show moderate discrimination (pooled AUC 0.84) and may enable more personalised prediction pending external validation. Evidence-based prophylaxis—beta-blockade, magnesium, selective amiodarone, and emerging anti-inflammatory strategies such as colchicine—reduces POAF in high-risk populations, while acute management is guided by haemodynamic status and individual risk. Anticoagulation follows CHA2DS2-VASc stratification, although optimal timing and duration remain undefined. Wearable monitoring, AI-based detection, and atrial-selective agents show clinical promise. Systematic, personalised integration of risk assessment, prophylaxis, monitoring, and management offers the clearest path to reducing arrhythmia-associated morbidity. Full article
18 pages, 28821 KB  
Article
Distribution Characteristics and Evolution Mechanism of Pockmark Group in the Northwestern Xisha Uplift, South China Sea
by Tianqi Lu, Yanfu Yao, Lushan Wu, Xuelin Li, Lei Huang and Xuanyu Bai
J. Mar. Sci. Eng. 2026, 14(13), 1242; https://doi.org/10.3390/jmse14131242 - 4 Jul 2026
Viewed by 378
Abstract
Submarine pockmarks are typical seafloor micro-geomorphic landforms formed by deep fluid seepage and sediment erosional processes. Based on high-resolution multibeam bathymetric data, multi-channel seismic sections and sediment core data, the present study systematically investigates 64 pockmarks in the northwestern Xisha Uplift, focusing on [...] Read more.
Submarine pockmarks are typical seafloor micro-geomorphic landforms formed by deep fluid seepage and sediment erosional processes. Based on high-resolution multibeam bathymetric data, multi-channel seismic sections and sediment core data, the present study systematically investigates 64 pockmarks in the northwestern Xisha Uplift, focusing on their distribution, morphology and genetic mechanisms. These pockmarks exhibit a NE–SW zonal distribution, concentrated in the 1200–1600 m central slope transition zone, and are classified into circular–elliptical, crescentic and elongated types with distinct morphometric variability. Vertically, the T40 unconformity defines the stratified geological architecture: underlying carbonate uplifts and karst-fracture systems act as fluid reservoirs and migration conduits, while overlying Late Miocene–Quaternary fine-grained hemipelagic sediments form a low-permeability caprock. Fluid overpressure accumulation and hydraulic fracturing of the caprock trigger initial pockmark formation, while spatial heterogeneity of surficial sediments and bottom-current reworking control morphological differentiation. The present study clarifies the coupled controls of deep tectono-fluid activities and shallow sedimentary and hydrodynamic processes on pockmark evolution, establishing a refined dynamic model to address the research gap regarding pockmark group genesis in the study area. Full article
(This article belongs to the Special Issue Advances in Sedimentology and Coastal and Marine Geology, 3rd Edition)
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26 pages, 15112 KB  
Article
In Situ Trace Element Composition of Sphalerite and Its Geological Significance: A Case Study from the Huize Ge-Rich Pb-Zn Deposit, NE Yunnan
by Fenghao Li, Runsheng Han, Yan Zhang, Hongwei Liu, Hanzhang Gu, Jiuli Yu, Lihui Zhu, Baosheng Huang and Ticai Hu
Appl. Sci. 2026, 16(13), 6627; https://doi.org/10.3390/app16136627 - 2 Jul 2026
Viewed by 445
Abstract
The Huize Ge-rich Pb-Zn deposit is an important part of the Sichuan–Yunnan–Guizhou carbonate-hosted Pb-Zn metallogenic area and is one of the most representative super-large deposits in the northeastern Yunnan Pb-Zn ore concentration area. The orebodies mainly occur in NE-trending interlayer fault zones. The [...] Read more.
The Huize Ge-rich Pb-Zn deposit is an important part of the Sichuan–Yunnan–Guizhou carbonate-hosted Pb-Zn metallogenic area and is one of the most representative super-large deposits in the northeastern Yunnan Pb-Zn ore concentration area. The orebodies mainly occur in NE-trending interlayer fault zones. The Pb-Zn mineralization process of this deposit can be divided into the dolomite stage (I), sphalerite-galena stage (II), galena-sphalerite stage (III), and pyrite-calcite stage (IV). Based on a study of the deposit geology, we utilized LA-ICP-MS for in situ microanalysis of trace element compositions and element mapping of sphalerite from different stages to reveal the characteristics of the sphalerite trace element composition and occurrence mechanisms, understand the mineralization process, and constrain the genetic type of the deposit. This research shows that sphalerite color variations result from the multi-factor coupling of multiple trace element contents, element associations, and isomorphic substitutions among elements. Trace elements such as Mn, Fe, Cu, Ga, Ge, Ag, Cd, In, Sn, Sb, and Hg occur in the sphalerite lattice in the form of isomorphic substitutions or nanoscale mineral inclusions, whereas Pb occurs mainly as microscopic mineral inclusions (galena) in sphalerite. From the early to late stages of mineralization (SpI → SpII → SpIII), the mineralization temperature (132–205 °C) and sulfur fugacity (log10 fS2 = −15.29 to −19.89) both show a gradual decrease. During sphalerite crystallization in different stages, multiple trace elements exhibit coupled multi-element substitutions at the microscale: SpI: Zn2+ ↔ (Fe2+, Mn2+, Cd2+), 2Zn2+ ↔ 2Ag+ + Ge2+; SpII: Zn2+ ↔ (Fe2+, Cd2+), 2Zn2+ ↔ 2Ag+ + Ge2+, 3Zn2+ ↔ 2Cu2+ + Ge2+, 3Zn2+ ↔ 2(Cu, Ag)2+ + Ge2+, 2Zn2+ ↔ Ga3+ + Cu+, 2Zn2+ ↔ Ga3+ + (Cu, Ag)+; and SpIII: Zn2+ ↔ (Fe2+, Mn2+), 3Zn2+ ↔ 2Cu2+ + Ge2+, 3Zn2+ ↔ 2(Cu, Ag)2+ + Ge2+). Mn, Fe, and Ge are mainly enriched in SpI; Ga and Ag are mainly enriched in SpII; and Cd is mainly enriched in both SpI and SpII. By comparing the sphalerite trace elements signature of the Huize Ge-rich deposit with those of global typical MVT, SEDEX, VMS, epithermal, and skarn-type Pb-Zn deposits, and considering the deposit’s geological and geochemical characteristics, we suggest that the Huize Pb-Zn deposit is best classified as a medium- to low-temperature, carbonate-hosted Pb-Zn deposit. Full article
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21 pages, 7076 KB  
Article
Geochemical Characteristics and Ore Genesis of the Muhu Manganese Deposit in the Eastern Segment of Markansu Metallogenic Zone, Western Kunlun Mountains, Northwest China
by Jianjiang Li, Haibo Zhao, Xiaomeng Wang, Shuangcai Xiong, Meiman Zhao, Jian Liu, Yangzheng Jiang, Shiwei Wang and Songlin Yan
Minerals 2026, 16(7), 696; https://doi.org/10.3390/min16070696 - 1 Jul 2026
Viewed by 401
Abstract
The complex geochemical behaviors of manganese (Mn) enrichment processes remain insufficiently understood, which hinders a deeper understanding of the formation mechanism of sedimentary Mn deposits. A systematic geochemical analysis of a continuous drill-core profile is very important for understanding the Mn enrichment process. [...] Read more.
The complex geochemical behaviors of manganese (Mn) enrichment processes remain insufficiently understood, which hinders a deeper understanding of the formation mechanism of sedimentary Mn deposits. A systematic geochemical analysis of a continuous drill-core profile is very important for understanding the Mn enrichment process. This study focuses on the Muhu large Mn deposit, located in the eastern segment of the Markansu metallogenic belt, western Kunlun Mountains. The vertical changes of Mn ore, Mn-bearing black rocks, and wall rocks were systematically evaluated through a single-borehole core section, including their geological characteristics, lithogeochemistry, and paleoenvironmental indicators, revealing the ore genesis of the Muhu deposit. The results indicate that during the initial Mn deposition in the Muhu area, the geochemical environment was relatively oxidized, with relatively high paleosalinity, comparatively low primary productivity, and a relatively deep redox interface. The sedimentary basin was influenced by open-marine seawater and accompanied by the input of hydrothermal materials. The redox conditions of basin waters likely played an important role in controlling the geochemical behavior of Mn cycling, and these oxides initially enriched were subsequently reduced in the presence of organic matter, ultimately contributing to the formation of Mn carbonate ore. Accordingly, a three-stage process of “oxidation–reduction–mineralization” is proposed for the Muhu (Markansu) Mn carbonate deposit. This refined evolutionary model provides further constraints for understanding the metallogenic mechanism of marine sedimentary Mn deposits. Full article
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18 pages, 9578 KB  
Article
Multi-Agent Deep Reinforcement Learning (MADRL)-Based End-to-End Formation Control for UAV Swarm with Dynamic Topology
by Yanping Chen, Qingyang Xu, Chi Zhang and Zhengmao Li
Appl. Sci. 2026, 16(13), 6554; https://doi.org/10.3390/app16136554 - 1 Jul 2026
Viewed by 374
Abstract
While MADRL has demonstrated significant potential in Unmanned Aerial Vehicle (UAV) swarm control, traditional architectures often rely on fixed-dimensional observation spaces. This rigid structural constraint severely limits the swarm’s adaptability in dynamic environments, particularly when facing sudden topological changes such as node failures [...] Read more.
While MADRL has demonstrated significant potential in Unmanned Aerial Vehicle (UAV) swarm control, traditional architectures often rely on fixed-dimensional observation spaces. This rigid structural constraint severely limits the swarm’s adaptability in dynamic environments, particularly when facing sudden topological changes such as node failures or dynamic reinforcements. To overcome these limitations, this paper proposes an end-to-end UAV swarm motion control framework incorporating a state-modulated Graph Attention Network (GAT). By modeling the swarm as a dynamic interaction graph, the proposed method dynamically aggregates neighbor features using attention weights modulated by the agents’ real-time kinematic states. Furthermore, a virtual structure combined with an auction mechanism is introduced to achieve precise formation planning and target allocation. Evaluated in the Genesis 3D physics engine, the proposed Prioritized Experience Replay (PER)-MADDPG-Graph Attention Network (GAT) algorithm exhibits superior robustness and spatial adaptability. Extensive experiments, including dynamic node reduction and addition scenarios, confirm that the proposed framework seamlessly maintains swarm configurations without catastrophic policy degradation, outperforming baseline MADRL methods in both convergence speed and control precision. Full article
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19 pages, 14341 KB  
Article
Gravity Anomaly Characteristics and Tectonic Implications of the Tangshan Seismic Zone
by Minghui Zhang, Jiapei Wang, Guiju Wu, Hongbo Tan and Li Zhang
Sensors 2026, 26(13), 4113; https://doi.org/10.3390/s26134113 - 29 Jun 2026
Viewed by 499
Abstract
A catastrophic Ms7.8 earthquake occurred in Tangshan in 1976 at a focal depth of approximately 12 km, resulting in severe casualties and substantial economic losses. Given its unique tectonic setting, the seismogenic structure and dynamic genesis of the Tangshan earthquake have long remained [...] Read more.
A catastrophic Ms7.8 earthquake occurred in Tangshan in 1976 at a focal depth of approximately 12 km, resulting in severe casualties and substantial economic losses. Given its unique tectonic setting, the seismogenic structure and dynamic genesis of the Tangshan earthquake have long remained a key research topic in seismotectonic studies. To better characterize the tectonic framework, seismogenic mechanisms, and deep–shallow dynamical coupling within the Tangshan seismic zone, we employ multi-scale wavelet decomposition on high-resolution residual gravity anomalies to isolate crustal structure signals across different depth ranges. Integrating these structural signatures with the spatial distribution of seismicity yields a comprehensive framework for interpreting the regional tectonic evolution. The Tangshan seismic zone is positioned within the intricate structural architecture of the Tangshan rhombic fault block, a system embedded within the broader context of the North China Craton (NCC) destruction. Seismicity displays a distinct preferred orientation, with events concentrated along block-bounding faults and gravity anomaly gradient zones. With increasing wavelet decomposition levels, the gravity anomalies exhibit a systematic transition from spatially dispersed patterns associated with shallow structures to more concentrated features reflecting deeper geological domains. Shallow anomalies from the first to third decomposition orders, which are primarily controlled by Quaternary sedimentary layers, show a fragmented distribution that corresponds well with the development of local flower structures and the occurrence of diffuse shallow seismicity. The fourth- to seventh-order anomalies clearly delineate the rhombic block and its bounding peripheral faults, highlighting the structural intersections that hosted the Tangshan mainshock and its associated aftershock sequence. In contrast, the eighth- to tenth-order deep-seated anomalies corresponding to deeper structural levels exhibit pronounced coalescence, effectively imaging mantle upwelling and large-scale density heterogeneities within the lithospheric mantle. These concentrated gravity highs are closely coupled with mantle thermal activity, whose upward ascent induces thermal weakening of the lower crust and facilitates progressive stress transfer toward shallower crustal levels. Concurrently, frictional locking of shallow high-angle faults promotes intense stress accumulation within the rigid basement. The interplay between deep-seated dynamic concentration and shallow structural confinement ultimately triggers the catastrophic coseismic rupture responsible for the Tangshan earthquake. By delineating the structural transition from deep-seated aggregation centers to shallow dispersed fracture zones, this study establishes a robust framework for assessing seismogenic environments and regional seismic hazard potential across the progressively destroyed NCC. Full article
(This article belongs to the Section Physical Sensors)
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19 pages, 1689 KB  
Article
Geothermal System Elements and Genetic Mechanism of High-Temperature Geothermal Resources in the Changbai Mountain Area
by Jialin Song, Nansheng Qiu, Qianqian Feng and Boning Tang
Energies 2026, 19(13), 2985; https://doi.org/10.3390/en19132985 - 25 Jun 2026
Viewed by 308
Abstract
The Changbai Mountain area, the largest Cenozoic intraplate volcanic field in eastern China, features abundant high-temperature hot springs and high geothermal potential. However, the genesis and aggregation patterns of its geothermal systems remain poorly understood. This study recalculates crustal and residual deep/mantle heat- [...] Read more.
The Changbai Mountain area, the largest Cenozoic intraplate volcanic field in eastern China, features abundant high-temperature hot springs and high geothermal potential. However, the genesis and aggregation patterns of its geothermal systems remain poorly understood. This study recalculates crustal and residual deep/mantle heat- flow components along a representative profile and synthesizes published geological, geophysical, geochemical, and geothermal evidence to characterize the main geothermal system elements, including caprock, reservoirs, water source, and migration pathways. Controlling factors are examined from three dimensions: deep dynamics, magmatic heat source, and fault characteristics. Results reveal a “Cold crust–Hot mantle” thermal structure. The heat-flow calculation indicates that crustal radiogenic heat contributes approximately 40% of the surface heat flow, implying a dominant deep heat contribution. The available evidence suggests the presence of potential hydrothermal reservoirs in carbonate and clastic rocks, possible HDR targets in deeper metamorphic rocks, and locally effective basaltic sealing units. Fault systems and meteoric recharge likely control fluid circulation. Geothermal systems are controlled by mantle upwelling and lithospheric thinning due to western Pacific Plate subduction, multi-source heat coupling, effective caprock sealing, and fault-controlled water–heat conduction. These results provide a conceptual framework for future geothermal exploration and testing. This study elucidates the aggregation patterns and genetic mechanisms, providing a theoretical basis for exploration and development. Full article
(This article belongs to the Section H2: Geothermal)
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26 pages, 37107 KB  
Review
Metallogenic Model of Sedimentary Bauxite in Western Guangxi, China: Insights from Ore Genesis, Material Sources, and Depositional Environments
by Jingwei Luo, Haipeng Xu, Jianqi Xu, Shaoli Xiang, Guanghui Lu, Shuangqiu Yao and Baocheng Pang
Minerals 2026, 16(7), 668; https://doi.org/10.3390/min16070668 - 24 Jun 2026
Viewed by 435
Abstract
Western Guangxi is one of the principal bauxite-producing regions in China; however, its metallogenic model remains unclear. Building on previous studies, this paper systematically examines the ore-forming materials, sedimentary setting, ore genesis, mineral assemblages, diaspore formation, and pisoid (ooid) development of sedimentary bauxite [...] Read more.
Western Guangxi is one of the principal bauxite-producing regions in China; however, its metallogenic model remains unclear. Building on previous studies, this paper systematically examines the ore-forming materials, sedimentary setting, ore genesis, mineral assemblages, diaspore formation, and pisoid (ooid) development of sedimentary bauxite deposits in western Guangxi. Based on this synthesis, a comprehensive metallogenic model is proposed to clarify the formation processes of these deposits. Metallogenic evolution is interpreted to involve five successive stages: weathering, leaching and alteration, deposition, post-depositional modification, and capping–sealing. Ore-forming materials are derived from volcanic ash supplied by the Emeishan Large Igneous Province and the Permian magmatic arc of the Paleo-Tethys. These materials are transported to isolated carbonate platforms and subsequently subjected to intense chemical weathering. During the early stages of ore formation, bauxite undergoes leaching and alteration, and variations in leaching intensity lead to the development of distinct ore types. Future work should focus on the genesis of diaspores, the formation of pisoids (ooids), and ore-forming mechanisms, while also addressing the coupling relationships among deep-time paleoclimate, major geological events, and sedimentary bauxite formation. Such efforts are essential for advancing a comprehensive metallogenic framework for sedimentary bauxites. Full article
(This article belongs to the Section Mineral Deposits)
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Article
Spectroscopic Analysis of Varieties and Color Genesis in Emerald-Green Tourmaline Crystals
by Ming Li, Yali Tang and Kun Li
Crystals 2026, 16(6), 404; https://doi.org/10.3390/cryst16060404 - 22 Jun 2026
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Abstract
To reveal the varieties and color genesis of emerald-green tourmaline crystals from Tanzania, a systematic study was conducted using conventional gemological tests, X-ray diffraction, Fourier-transform infrared spectroscopy, polarized ultraviolet–visible spectroscopy (UV–vis), X-ray photoelectron spectroscopy (XPS), low-temperature photoluminescence (PL) spectroscopy, and electron probe microanalysis [...] Read more.
To reveal the varieties and color genesis of emerald-green tourmaline crystals from Tanzania, a systematic study was conducted using conventional gemological tests, X-ray diffraction, Fourier-transform infrared spectroscopy, polarized ultraviolet–visible spectroscopy (UV–vis), X-ray photoelectron spectroscopy (XPS), low-temperature photoluminescence (PL) spectroscopy, and electron probe microanalysis (EPMA). The results indicate that the tourmaline is dravite. Its UV–vis absorption spectrum shows strong broad absorption bands at approximately 436 and 600 nm, with a pronounced transmission at 520 nm, which directly accounts for its emerald green color. Obvious polarized absorption was observed along and perpendicular to the c-axis. XPS and PL results confirm that chromium is present in the samples in the form of Cr3+. EPMA compositional analysis indicated a low Cr2O3 content of 0.804 wt.%; combined with crystal structural properties and spectral responses, these results suggest that Cr3+ preferentially occupies the Y site in the crystal structure and that d–d electronic transitions represent the underlying mechanism of its color formation. This study comprehensively illustrated the mineralogical and spectral properties of Cr-bearing dravite, providing fundamental data for further research on its genesis and gemological application. Full article
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