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Refining the earthquake history of south-central Alaska through lake records 通过湖泊记录提炼阿拉斯加中南部的地震历史
IF 1 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-12-01 Epub Date: 2025-08-11 DOI: 10.1016/j.earscirev.2025.105249
Nore Praet , Maarten Van Daele , Katleen Wils , Peter J. Haeussler , Robert C. Witter , Nicholas P. McKay , Britta J.L. Jensen , Jasper Moernaut , Marc De Batist
<div><div>The Alaska–Aleutian subduction zone (AASZ) is one of the world's most seismically active plate boundaries and the source of the 1964 M<sub><em>w</em></sub> 9.2 Great Alaska earthquake–the second largest instrumentally recorded earthquake in the world. Understanding the nature and frequency of such earthquakes is necessary for seismic and tsunami hazard assessment, but instrumental and historical records that span less than 150 years are too short to allow a statistically reliable analysis of earthquake recurrence times. This calls for studies of evidence of past earthquakes, extending the earthquake catalog further back in time. Subduction-zone paleoseismology in south-central Alaska is predominantly based on coastal evidence of land-level changes and tsunamis generated by megathrust earthquakes and preserved in the geological record. A complementary approach is lacustrine paleoseismology, which is still a relatively young discipline in Alaska. However, globally, lake basins are well-established high-resolution and continuous recorders of paleoseismic activity along subduction zones, relying on the identification of underwater landslide deposits and turbidites generated by seismic shaking. As a result, lake basins not only register ground shaking from megathrust earthquakes, but also from intraslab and crustal earthquakes, which are typically not accompanied by significant land-level changes. In this review paper, we combine coastal and lacustrine paleoseismology approaches to refine the south-central Alaskan earthquake history by comparing the paleoseismic records from two lakes (i.e., Eklutna Lake, located in the Chugach Mountain Range, and Skilak Lake, situated on the Kenai Peninsula) with the coastal and crustal earthquake catalog in Alaska. The resulting age ranges of all known megathrust earthquakes involving the Alaskan megathrust between the Kodiak and Prince William Sound (PWS) sections are more precise and accurate for the last 1.3 kyrs BP than the previously published age ranges from coastal records. As a result, this study supports the following key conclusions: (1) The 1964 CE earthquake was an exceptionally strong and unique event in the last 2000 years, rupturing the PWS, Kenai, Barren Islands, and Kodiak sections simultaneously. (2) The high-resolution and seasonal markings of the varved lake records now disentangle for the first time closely timed earthquakes, which was not possible based on the coastal evidence alone. (3) No persistent megathrust rupture boundaries exist. So, the possibility of a full rupture of the entire eastern AASZ, from PWS to Semidi cannot be excluded. (4) The rupture pattern in the eastern AASZ reveals superimposed cycles of multi-asperity ruptures (1964 earthquake) and clustered complementary partial ruptures, or rupture cascades. (5) The PWS section hosts the largest asperity in the eastern AASZ. (6) The shaking record of megathrust earthquakes indicates a time-dependent (quasiperiodic) behavi
阿拉斯加-阿留申俯冲带(AASZ)是世界上地震最活跃的板块边界之一,也是1964年阿拉斯加9.2级大地震的源头,这是世界上仪器记录的第二大地震。了解这类地震的性质和频率对于地震和海啸危害评估是必要的,但是跨度不到150年的仪器和历史记录太短,无法对地震复发时间进行统计上可靠的分析。这就要求对过去地震的证据进行研究,将地震目录进一步追溯到过去。阿拉斯加中南部的俯冲带古地震学主要基于沿海地区的陆地水平变化和由大型逆冲地震引起的海啸的证据,并保存在地质记录中。一个补充的方法是湖泊古地震学,这在阿拉斯加仍然是一个相对年轻的学科。然而,在全球范围内,湖泊盆地是沿俯冲带建立的高分辨率和连续的古地震活动记录仪,依赖于地震震动产生的水下滑坡沉积物和浊积岩的识别。因此,湖盆不仅记录了大型逆冲地震引起的地面震动,还记录了岩内地震和地壳地震引起的地面震动,而这些地震通常不会伴随显著的陆地水平变化。在本文中,我们结合海岸和湖泊古地震学方法,通过比较两个湖泊(即位于Chugach山脉的Eklutna湖和位于基奈半岛的Skilak湖)的古地震记录与阿拉斯加海岸和地壳地震目录,来完善阿拉斯加中南部的地震历史。由此得出的所有已知的大逆冲地震年龄范围,包括位于科迪亚克和威廉王子湾(PWS)段之间的阿拉斯加大逆冲断层,在过去1.3年BP的时间里,比以前发表的沿海记录的年龄范围更精确和准确。结果表明:(1)1964年东太平洋大地震是近2000年来罕见的强震,PWS、Kenai、Barren Islands和Kodiak剖面同时断裂。(2)湖泊记录的高分辨率和季节标记首次解开了与地震时间密切相关的问题,这是仅凭沿海证据无法做到的。(3)不存在持久的大逆冲破裂边界。因此,不能排除从PWS到Semidi的整个东部AASZ完全破裂的可能性。(4) AASZ东部的破裂模式表现为多陡破裂(1964年地震)的叠加旋回和聚集的互补部分破裂或破裂级联。(5) PWS段是东太平洋地区最大的陡坡。(6)大逆冲地震的地震记录表明研究区具有时间依赖(准周期性)的特征,但互补性地震群的观测表明邻近区域的地震危险性不会降至零,甚至可能增加。(7)板内地震的时变特征表明,2016年和2018年地震后,板内地震危险性并没有减小。本研究利用俯冲带古地震学的综合方法来解开阿拉斯加的复发和破裂模式,这可以在世界范围内应用。
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引用次数: 0
Controls on the differential enrichment of metal assemblages in post-collisional porphyry mineralization systems, Jinshajiang-Ailaoshan metallogenic belt, SW China 金沙江—哀牢山成矿带碰撞后斑岩成矿体系中金属组合差异富集的控制因素
IF 1 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-12-01 Epub Date: 2025-09-23 DOI: 10.1016/j.earscirev.2025.105285
Haihui Quan, Peng Chai, Zengqian Hou, Lingling Yuan, Chongbin Su
<div><div>Post-collisional porphyry deposits are among the main global sources of copper (Cu), gold (Au), and molybdenum (Mo). However, the controls on metallogenic assemblages in post-collisional porphyry deposits remain poorly constrained. The Jinshajiang-Ailaoshan metallogenic belt hosts a suite of Eocene-Oligocene post-collisional porphyry Cu, Au-Cu, and Au deposits, offering an ideal natural laboratory to elucidate the factors controlling the differential enrichment of metal assemblages in post-collisional porphyry mineralization systems. To identify the primary factors controlling the differential enrichment of metallogenic assemblages, over 2500 published whole-rock and mineral geochemical data from mineralization-related porphyries in post-collisional porphyry deposits of the Jinshajiang-Ailaoshan metallogenic belt were compiled and combined with geophysical and thermodynamic modeling results. The results indicate that the parental magmas of mineralization-related porphyries in the Jinshajiang-Ailaoshan metallogenic belt were generated by variable mixing proportions of juvenile lower-crust melts and underlying metasomatized subcontinental lithospheric mantle (SCLM) melts. Our results demonstrate that the degree of magma differentiation, oxygen fugacity, water contents, and crustal thickness progressively decrease as the metallogenic assemblage transitions from Cu to Au-Cu and finally to Au. Magma undergoes prolonged evolution in lower crustal reservoirs (2.19 kbar) beneath thick crust (60–63 km), exhibiting higher degrees of magma differentiation, oxygen fugacity (∆FMQ = 1.79–2.76), and water contents (3.89 wt% H<sub>2</sub>O), thereby promoting the formation of post-collisional porphyry Cu deposits. However, higher pressure and water contents promote early sulfide saturation, which in turn causes Au depletion through the precipitation of sulfides. Additionally, high oxygen fugacity (∆FMQ > ∼1.00) suppresses Au dissolution in the magma. In contrast, shallow magma reservoirs (< 1.00 kbar) in thinner crust (33–36 km) undergo brief evolution and are characterized by lower degrees of magma differentiation, oxygen fugacity (∆FMQ = 0.78), and water contents (2.91 wt% H<sub>2</sub>O). Meanwhile, lower pressures and water contents delayed sulfide saturation, favoring Au enrichment and creating conditions conducive to forming post-collisional porphyry Au deposits. Moreover, moderate degrees of magma differentiation, pressure (1.01–1.64 kbar), water contents (3.29–3.60 wt% H<sub>2</sub>O), and oxygen fugacity (∆FMQ = 1.22–1.98) in medium-thick crust (42–51 km) collectively promote the simultaneous enrichment of Au and Cu in the magma, providing sufficient metal for the formation of post-collisional porphyry Au-Cu deposits. During fluid exsolution, the salinity of the exsolved fluid decreases with decreasing magma emplacement depth, thereby reducing Cu extraction but enhancing Au extraction from the melt, as Au is primarily transported as bisu
碰撞后斑岩矿床是全球铜(Cu)、金(Au)和钼(Mo)的主要来源之一。然而,对碰撞后斑岩矿床成矿组合的控制仍不明确。金沙江—牢山成矿带发育一整套始新统—渐新统碰撞后斑岩型Cu、Au-Cu和Au矿床,为研究碰撞后斑岩成矿系统中金属组合差异富集控制因素提供了理想的自然实验室。为识别控制成矿组合差异富集的主要因素,对已发表的2500余份金沙江—哀牢山成矿带后碰撞斑岩矿床成矿相关斑岩全岩和矿物地球化学资料进行整理,并结合地球物理和热力学模拟结果。结果表明,金沙江—牢山成矿带成矿相关斑岩的母岩浆是由下地壳幼体熔体与下伏交代次大陆岩石圈地幔熔体(SCLM)的不同混合比例产生的。结果表明,岩浆分异程度、氧逸度、水分含量和地壳厚度随着成矿组合从Cu到Au-Cu再到Au逐渐减小。岩浆在厚地壳(60 ~ 63 km)下的下地壳储层(2.19 kbar)中经历了较长时间的演化,岩浆分异程度、氧逸度(∆FMQ = 1.79 ~ 2.76)和含水量(3.89 wt% H2O)较高,促进了碰撞后斑岩型铜矿床的形成。然而,较高的压力和含水量促进了早期硫化物饱和,这反过来又通过硫化物的沉淀导致金的枯竭。此外,高氧逸度(∆FMQ > ~ 1.00)抑制了金在岩浆中的溶解。相比之下,较薄地壳(33-36 km)的浅层岩浆储层(< 1.00 kbar)演化时间较短,岩浆分异程度较低,氧逸度(∆FMQ = 0.78)和含水量(2.91 wt% H2O)较低。同时,较低的压力和含水量延迟了硫化物饱和度,有利于金的富集,为碰撞后斑岩型金矿床的形成创造了有利条件。中厚地壳(42 ~ 51 km)的岩浆分异程度、压力(1.01 ~ 1.64 kbar)、含水量(3.29 ~ 3.60 wt% H2O)和氧逸度(∆FMQ = 1.22 ~ 1.98)共同促进了岩浆中Au和Cu的同时富集,为碰撞后斑岩型金铜矿床的形成提供了充足的金属。在岩浆溶蚀过程中,溶蚀流体的矿化度随岩浆侵位深度的减小而降低,从而减少了Cu的提取,但增加了熔体中Au的提取,因为Au主要以二硫化物而不是氯化物配合物的形式运输。因此,我们认为岩浆分异程度、氧逸度、含水量和地壳厚度是控制碰撞后斑岩成矿系统成矿组合的四个关键因素。这四个因素为寻找碰撞造山带不同金属组合的碰撞后斑岩矿床提供了重要的见解。
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引用次数: 0
From sink to strategy: Sediments at the nexus of carbon sequestration and climate action 从碳汇到策略:碳固存和气候行动关系中的沉积物
IF 1 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-12-01 Epub Date: 2025-10-22 DOI: 10.1016/j.earscirev.2025.105310
Dunja Rađenović Veselić, Nataša Slijepčević, Slaven Tenodi, Đorđe Pejin, Irina Jevrosimov, Tijana Marjanović Srebro, Dragana Tomašević Pilipović
Sediments are far more than inert deposits beneath our waters, they are dynamic engines of the global carbon cycle. Acting as both long-term carbon vaults and, under disturbed conditions, potent sources of greenhouse gases, sediments hold immense yet underutilized potential in the fight against climate change. This review unpacks the complex mechanisms that govern carbon cycling in sediments, from source inputs and microbial transformations to vertical storage patterns and exchanges with the water column. It explores how natural factors, such as mineral composition, redox conditions, and hydrology, interact with intensifying anthropogenic pressures like eutrophication, dredging, and land-use change to shape sediment carbon fate. Drawing on quantitative insights across diverse aquatic ecosystems, the paper also highlights innovative opportunities for sediment-based carbon management, including beneficial reuse, nature-based solutions, and integration into emerging carbon markets. By highlighting both the potential and the challenges, this review reframes sediments not as passive repositories, but as dynamic agents in advancing global carbon sequestration strategies.
沉积物远不止是水下的惰性沉积物,它们是全球碳循环的动力引擎。作为长期的碳库,在受到干扰的条件下,沉积物是温室气体的有力来源,在应对气候变化方面具有巨大的潜力,但尚未得到充分利用。这篇综述揭示了控制沉积物中碳循环的复杂机制,从来源输入和微生物转化到垂直储存模式和与水柱的交换。它探讨了自然因素,如矿物成分、氧化还原条件和水文,如何与不断加剧的人为压力(如富营养化、疏浚和土地利用变化)相互作用,以塑造沉积物碳的命运。通过对不同水生生态系统的定量分析,本文还强调了基于沉积物的碳管理的创新机会,包括有益的再利用、基于自然的解决方案以及融入新兴碳市场。通过强调潜力和挑战,本文将沉积物重新定义为推动全球碳封存战略的动态因素,而不是被动的储存库。
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引用次数: 0
The origin of the modern-like East Asian Monsoon: insights from new proxy data synthesis and climate modelling 现代东亚季风的起源:来自新的代理数据综合和气候模拟的见解
IF 1 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-12-01 Epub Date: 2025-10-09 DOI: 10.1016/j.earscirev.2025.105297
Zhilin He , Zhongshi Zhang , Zhengtang Guo , Ning Tan , Zijian Zhang , Chunxia Zhang , Haibin Wu , Chenglong Deng
The origin of the modern-like East Asian monsoon has attracted much attention. It is debated as to whether the modern-like East Asian monsoon formed during the late Oligocene–early Miocene or the (late) Eocene. Resolving this dispute requires a comprehensive and updated synthesis of available geological records and a reliable modelling study. Here, we investigate Cenozoic climate patterns over East Asia by compiling geological records and conducting climate modelling based on our improved paleogeographies. Geological records suggest that a zonal (semi-)arid climate pattern was predominant over tectonic timescales across most parts of East Asia during much of the Paleogene, with significant dry-wet oscillations over orbital timescales, and a modern-like monsoon-dominated climate pattern has been established since the late Oligocene–early Miocene (ca. 28–22 Ma). This major climate reorganization was likely stepwise changes during ∼28–22 Ma rather than occurring suddenly. Our simulations indicate that a zonal dry belt extended from western to central-eastern East Asia, except for coastal areas, during the late Eocene, and that a monsoon-dominated pattern had already formed over East Asia by the early Miocene. In addition, our simulations further indicate that East Asian rainfall is highly sensitive to orbital forcing and is also affected by pCO2, which can explain the seemingly unstable character (i.e., dry-wet fluctuations) of the dry belt across East Asia during the Paleogene, reconciling previously conflicting wet and dry paleoclimatic indicators in East Asia during this period. Our results indicate that the dry belt did not necessarily constitute a continuous desert or desert-steppe landscape extending from the western interior to the eastern coastal region, but rather exhibited a certain east-west humidity gradient, with the eastern coastal region being relatively more humid, likely due to the influence of the weak summer southwesterlies along the eastern coastal region of China. Furthermore, our results suggest that paleogeographic changes, particularly uplift of the Tibetan Plateau to moderate–high elevations and its paleolatitude approaching present-day location during the late Oligocene–early Miocene, played a crucial role in the establishment of the modern-like East Asian monsoon, rather than pCO2 levels.
现代东亚季风的起源一直备受关注。现代东亚季风究竟形成于渐新世晚期-中新世早期,还是始新世晚期,一直存在争议。解决这一争议需要对现有地质记录进行全面和最新的综合,并进行可靠的模拟研究。在此,我们通过整理地质记录和基于我们改进的古地理进行气候模拟来研究东亚新生代气候模式。地质记录表明,在古近纪的大部分时间里,东亚大部分地区在构造时间尺度上以带状(半)干旱气候为主,在轨道时间尺度上有明显的干湿振荡,在渐新世晚期-中新世早期(约28-22 Ma)建立了类似现代的季风气候为主的气候模式。这一重大气候重组可能是在~ 28-22 Ma期间逐步发生的变化,而不是突然发生的。模拟结果表明,始新世晚期东亚除沿海地区外,从西部向中东部呈带状干燥带延伸,中新世早期东亚已形成以季风为主的气候格局。此外,我们的模拟进一步表明,东亚降雨对轨道强迫高度敏感,也受到二氧化碳分压的影响,这可以解释古近纪东亚干带的表面不稳定特征(即干湿波动),调和了这一时期东亚干湿古气候指标的矛盾。研究结果表明,干旱带并不一定构成从西部内陆延伸到东部沿海地区的连续的沙漠或荒漠草原景观,而是表现出一定的东西湿度梯度,东部沿海地区相对更湿润,这可能是受中国东部沿海地区夏季弱西南风的影响。
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引用次数: 0
Multi-proxy palaeoecological studies from peatlands: a comprehensive review of recent advances and future developments 泥炭地的多代古生态学研究:近期进展和未来发展的综合综述
IF 1 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-12-01 Epub Date: 2025-09-19 DOI: 10.1016/j.earscirev.2025.105278
Mariusz Lamentowicz , Luke Andrews , Sambor Czerwiński , Katarzyna Marcisz
Multi-proxy approaches in palaeoecological studies have gained prominence due to their ability to provide comprehensive insights into palaeoenvironmental changes. This method enhances the complexity and richness of environmental reconstructions by integrating various proxies, such as testate amoebae, pollen, plant macrofossils, charcoal, and stable isotopes. While synthesising these records can be challenging, due both to their complexity and varying journal guidelines for publication, it remains essential for a more precise understanding of past ecosystems. Multi-proxy studies are invaluable for cross-referencing local to extra-local data with proxies from nearby areas, thus validating palaeoclimatic records and minimising speculative conclusions. The approach reveals significant human impacts on ecosystems, particularly peatlands, serving as natural archives for historical environmental and anthropogenic activities. Integrating diverse methodologies from ecology, palaeoecology, archaeology, and history with high-resolution palaeoecological data offers profound insights into settlement patterns, economic development, and historical demography. Despite the challenges of handling extensive datasets, advanced statistical methods enable meaningful interpretations while maintaining the integrity of the data. Historical records enrich the understanding of human and climatic impacts upon a range of peatland ecosystems. By reconstructing long-term changes in food webs through peat records, researchers can gain a deeper understanding of past ecosystem structures and functions, thereby paving the way for future ecological advances. Though underutilised in archaeological and historical contexts, this interdisciplinary approach has significant potential across various academic fields, emphasising the importance of integrating comprehensive datasets to approach complex ecological questions and inform ecological restoration. This review presents the potential of high-resolution, multi-proxy studies of peatlands, shows examples of such studies and summarises best practices and key considerations for conducting such research.
多代理方法在古生态学研究中获得了突出的地位,因为它们能够提供对古环境变化的全面认识。该方法通过整合遗属变形虫、花粉、植物大化石、木炭和稳定同位素等多种指标,提高了环境重建的复杂性和丰富性。虽然由于这些记录的复杂性和不同的期刊发表指南,综合这些记录可能具有挑战性,但它对于更精确地了解过去的生态系统仍然至关重要。多代理研究对于将本地和外地数据与附近地区的代理进行交叉参考是非常宝贵的,从而验证古气候记录并最大限度地减少推测性结论。该方法揭示了人类对生态系统的重大影响,特别是泥炭地,作为历史环境和人为活动的自然档案。将生态学、古生态学、考古学和历史学的多种方法与高分辨率的古生态学数据相结合,可以深入了解聚落模式、经济发展和历史人口统计学。尽管处理大量数据集面临挑战,但先进的统计方法可以在保持数据完整性的同时进行有意义的解释。历史记录丰富了人类和气候对一系列泥炭地生态系统影响的认识。通过泥炭记录重建食物网的长期变化,研究人员可以更深入地了解过去的生态系统结构和功能,从而为未来的生态进步铺平道路。虽然在考古和历史背景下未得到充分利用,但这种跨学科的方法在各个学术领域具有巨大的潜力,强调了整合综合数据集处理复杂生态问题和为生态恢复提供信息的重要性。本综述介绍了泥炭地高分辨率、多代理研究的潜力,展示了此类研究的实例,并总结了开展此类研究的最佳做法和关键考虑因素。
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引用次数: 0
Dynamics of gravity currents under external and internal stratification in geophysical systems 地球物理系统内外分层下的重力流动力学
IF 1 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-12-01 Epub Date: 2025-09-08 DOI: 10.1016/j.earscirev.2025.105270
Zhiguo He , Samuel Ukpong Okon , Rui Zhu , Thomas Pähtz , Eckart Meiburg
Gravity currents play an important role in various geophysical processes and practical applications. However, the dynamics of these density-driven flows are significantly affected by external and internal density stratification conditions. This review provides a comprehensive analysis of the dynamic characteristics of gravity currents under different stratification regimes, focusing on propagation speed, bottom separation, turbulent mixing, entrainment mechanisms, and the excitation of internal waves. By synthesizing results from laboratory experiments, numerical simulations, and theoretical analysis, we discuss how external and internal stratification conditions influence the dynamic behavior of gravity currents. Research findings consistently show that ambient stratification suppresses the propagation speed, energy conversion, turbulent mixing, and entrainment mechanisms. However, interactions between gravity currents and internal waves result in current splitting and decapitation, significantly altering the flow structure and mass transport in stratified environments. By integrating insights from multiple studies, this paper highlights key research advances and provides a structured framework for understanding the fundamental and applied aspects of gravity current dynamics in density-stratified environments. It identifies knowledge gaps and recommends future research directions.
重力流在各种地球物理过程和实际应用中起着重要的作用。然而,这些密度驱动流的动力学受到外部和内部密度分层条件的显著影响。本文综合分析了重力流在不同分层状态下的动态特性,重点介绍了重力流的传播速度、底部分离、湍流混合、夹带机制以及内波的激发。通过综合实验室实验、数值模拟和理论分析的结果,我们讨论了外部和内部分层条件如何影响重力流的动态行为。研究结果一致表明,环境分层抑制了传播速度、能量转换、湍流混合和夹带机制。然而,重力流与内波的相互作用导致了电流的分裂和斩首,显著改变了层状环境中的流动结构和质量输运。通过整合多个研究的见解,本文突出了关键的研究进展,并为理解密度分层环境中重力流动力学的基础和应用方面提供了一个结构化的框架。它确定了知识差距并建议了未来的研究方向。
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引用次数: 0
Machine learning applications in tight porous media: Challenges, advances, and future directions 机器学习在致密多孔介质中的应用:挑战、进展和未来方向
IF 1 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-12-01 Epub Date: 2025-10-14 DOI: 10.1016/j.earscirev.2025.105306
Guiang Li , Chengyan Lin , Yuqi Wu , Pengjie Ma , Pejman Tahmasebi , Chunmei Dong , Weibin Liu , Xinyu Du , Ziru Zhao
As recoverable conventional energy resources decline, tight formations have gained significant global attention due to their potential as unconventional sources. The intrinsic heterogeneity and extremely low permeability of these geological systems, combined with the complexity of large data dimensions, present considerable challenges for traditional numerical and experimental approaches. Machine learning (ML), a robust data-driven tool, offers the potential to predict properties by capturing intricate, nonlinear relationships between input features and outcomes. However, a thorough review of ML applications to geological challenges, particularly in tight formations, is necessary to inform future research and clarify the current state of this field. This paper, grounded in bibliometric analysis and recent studies, explores four key areas: lithofacies identification and prediction, image segmentation and pore-fracture network reconstruction, subsurface property estimation, and the evaluation of resource potential and sweet spot detection. The review underscores the limitations of conventional methods, examines the application of ML in these areas, and assesses the advantages and drawbacks of various ML techniques. Furthermore, it addresses critical challenges, including data quality and imbalanced dataset solutions, model interpretability and explainable artificial intelligence (XAI) implementations, and domain knowledge integration through interdisciplinary collaboration, while outlining future research directions encompassing advanced generative modeling approaches, the development of standardized benchmark datasets, and the implementation of physics-informed neural networks (PINNs) with enhanced geological constraints. These systematic advancements hold the potential to significantly enhance ML's role in understanding and characterizing the complexities of tight reservoir systems.
随着可采常规能源资源的减少,致密地层作为非常规能源的潜力引起了全球的广泛关注。这些地质系统固有的非均质性和极低的渗透率,再加上大数据维度的复杂性,对传统的数值和实验方法提出了相当大的挑战。机器学习(ML)是一种强大的数据驱动工具,通过捕获输入特征和结果之间复杂的非线性关系,提供了预测属性的潜力。然而,全面回顾机器学习在地质挑战中的应用,特别是在致密地层中的应用,对于未来的研究和澄清该领域的现状是必要的。本文以文献计量学分析和最新研究为基础,探讨了岩相识别与预测、图像分割与孔隙-裂缝网络重建、地下物性估计、资源潜力评价与甜点检测四个关键领域。本文强调了传统方法的局限性,探讨了机器学习在这些领域的应用,并评估了各种机器学习技术的优缺点。此外,它还解决了关键挑战,包括数据质量和不平衡数据集解决方案,模型可解释性和可解释的人工智能(XAI)实现,以及通过跨学科协作的领域知识集成,同时概述了未来的研究方向,包括先进的生成建模方法,标准化基准数据集的开发,以及在增强地质约束条件下实现物理信息神经网络(pinn)。这些系统的进步有可能大大提高机器学习在理解和表征致密储层系统复杂性方面的作用。
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引用次数: 0
A comprehensive interpretation of thermochronological data in the Hengduan Mountains with tectonic implications 横断山脉热年代学资料的综合解释及其构造意义
IF 1 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-12-01 Epub Date: 2025-10-10 DOI: 10.1016/j.earscirev.2025.105296
Junqing He , Rong Yang , Sean D. Willett , Maria Giuditta Fellin , Yunpeng Wu , Katrina Gelwick , Xuhua Shi , Colin Maden
The Hengduan Mountains, located on the southeastern edge of the Tibetan Plateau, is a key area for understanding the lateral growth and outward expansion of the Tibetan Plateau. Although several kinematic models have been proposed, uncertainties remain. To refine our understanding of the deformation and exhumation histories of the Hengduan Mountains, the region is divided into 103 subareas, and new apatite and zircon (U-Th)/He ages combined with existing data are inverted for exhumation rates for each subarea using iterative pseudo-age-elevation profiles and Gaussian Linear Inversion of Data to Exhumation rate (GLIDE) modeling. These methods, calibrated with the current geothermal gradient, yield consistent exhumation patterns. Our results indicate two distinct phases of active deformation during the mid- to late Cenozoic. From the Oligocene to early Miocene, lateral shearing dominated to the west of the Ailao Shan–Red River Shear Zone, while crustal shortening prevailed along the Longmen Shan–Anninghe–Yalong–Yulong (Jinhe–Qinghe) Thrust Belts to the east. From the late Miocene to the present, the activation of the Xianshuihe–Xiaojiang Strike-Slip System marked a shift toward more diffuse and intensified deformation. This is reflected in increased activity along the Longmen Shan Thrust Belt, the southward migration of shortening from the Yalong–Yulong (Jinhe–Qinghe) Thrust Belts, and enhanced regional exhumation, particularly in the Three Rivers Region. The transition between the two phases is driven by changing boundary conditions due to rollback of the surrounding subducted plates offering more space or the rollback of southeastern Indian mantle lithosphere inducing a larger flow during the northward indentation of the Indian plate corner.
虽然提出了几个运动学模型,但不确定性仍然存在。为了完善对横断山脉变形和挖掘历史的认识,将横断山脉划分为103个分区,利用迭代伪年龄-高程剖面和高斯线性数据反演(GLIDE)模型,结合现有数据反演各分区的挖掘速率,反演出新的磷灰石和锆石(U-Th)/He年龄。这些方法,与当前的地热梯度校准,产生一致的挖掘模式。结果表明,中生代中晚期有两个不同的活动变形阶段。渐新世至早中新世,哀牢山—红河剪切带西侧以侧向剪切为主,而龙门山—安宁河—雅龙—玉龙(金河—清河)逆冲带东侧以地壳缩短为主。晚中新世至今,鲜水河—小江走滑系统的活化标志着该区向更扩散、更强化的变形方向转变。这主要表现在龙门山冲断带活动增加,雅龙-玉龙(金河-清河)冲断带缩短向南迁移,区域发掘增加,特别是在三江地区。这两个阶段之间的转变是由于周围俯冲板块的回滚提供了更多的空间或印度东南地幔岩石圈的回滚在印度板块角向北凹陷期间引起了更大的流动而导致的边界条件的变化所驱动的。
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引用次数: 0
A geological record of highly explosive eruptions from Sumatra (Indonesia) 苏门答腊岛(印度尼西亚)高爆炸性火山喷发的地质记录
IF 1 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-12-01 Epub Date: 2025-10-10 DOI: 10.1016/j.earscirev.2025.105303
F. Forni , M. Phua , M.G. Fellin , J.A. Oalmann , B. Jicha , K. Bradley , C. Maden , H. Rifai , C. Bouvet de Maisonneuve
Explosive volcanism on the island of Sumatra (Indonesia) has produced infrequent, yet destructive caldera-forming eruptions such as those from the well-known Toba caldera. Although the Toba ignimbrites have been studied extensively, pyroclastic deposits from other highly explosive eruptions in the region have received much less attention. Here, we present a comprehensive characterization of proximal pyroclastic deposits associated with highly explosive eruptions across the western Sunda volcanic arc. We use a multifaceted approach that integrates literature with original proximal stratigraphic data, along with detailed geochemical and geochronological investigations. Although the compositions of the studied pyroclastic deposits are predominantly rhyolitic and estimates of intensive parameters indicate similar pre-eruptive storage conditions across the different sectors of the Sumatran arc, their characteristic geochemical signatures, combined with mineral assemblages, allow for the distinctive fingerprinting of the individual volcanic sources. Our geochronological data reveal that between ∼ 7.3 Ma and 33 ka, the Sumatran region experienced multiple highly explosive eruptions (VEI ≥ 6) often associated with caldera collapses, as well as moderately explosive eruptions (VEI ≤ 5) from stratovolcanoes. The apparent frequency of highly explosive eruptions increased gradually during the Quaternary and peaked in the last 48 ky. These findings substantially redefine the regional frequency of highly explosive eruptions from Sumatra. Additionally, given that most information regarding explosive Sumatran eruptions are derived from deep-sea tephra layers with unknown sources, our results provide a strong underpinning for robust tephra correlations along the western Sunda volcanic arc and the wider Southeast Asia region.
苏门答腊岛(印度尼西亚)上的爆炸性火山活动产生了罕见的、但具有破坏性的火山口形成喷发,例如著名的多巴火山口。虽然人们对多巴火山的火成岩进行了广泛的研究,但该地区其他高爆炸性喷发的火山碎屑沉积物却很少受到关注。在这里,我们提出了一个全面的特征,近端火山碎屑沉积与高爆炸性喷发有关横跨西巽他火山弧。我们采用多方面的方法,将文献与原始的近端地层数据以及详细的地球化学和地质年代学调查相结合。虽然所研究的火山碎屑沉积物的成分主要是流纹岩,并且密集参数的估计表明,苏门答腊弧不同部分的爆发前储存条件相似,但它们的特征地球化学特征与矿物组合相结合,允许对单个火山源进行独特的指纹识别。我们的地质年代数据显示,在~ 7.3 Ma和33 ka之间,苏门答腊地区经历了多次高爆炸性喷发(VEI≥6),通常与破火山口崩塌有关,以及来自层状火山的中度爆炸性喷发(VEI≤5)。高爆发性喷发的表观频率在第四纪逐渐增加,并在最近48天达到峰值。这些发现在很大程度上重新定义了苏门答腊岛高爆炸性喷发的区域频率。此外,考虑到大多数关于苏门答腊火山爆发的信息都来自于来源不明的深海热毯层,我们的研究结果为沿着西巽他火山弧和更广泛的东南亚地区的热毯相关性提供了强有力的基础。
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引用次数: 0
A 7000-year record of human influence on Global River Deltas: Geomorphology, stratigraphy, the Anthropocene overprint and future 人类对全球河流三角洲影响的7000年记录:地貌学、地层学、人类世叠印和未来
IF 1 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2025-12-01 Epub Date: 2025-10-10 DOI: 10.1016/j.earscirev.2025.105302
E. Anthony , J. Syvitski , K.M. Cohen , Y. Saito , F. Zăinescu , A. Vespremeanu-Stroe , R.J. Nicholls , N. Marriner , A. Amorosi , V. Maselli , P.S.J. Minderhoud , T. Tamura , J. Day , C.D. Woodroffe , L. Preoteasa , F. Tatui , F. Sabatier , C. Morhange , M. Besset , P. Kemp , Z. Chen
With the inception of most of the world's deltas about 8000 years ago, deltaic floodplains started offering, about a thousand years later, arable land, water and ecosystem services for early human settlements. We identify delta geomorphic changes and proxies and geoarchaeological markers of the human presence on deltas and in their stratigraphy over the last 7000 years, and from ancient maps. We analyse the human-delta relationship in four phases: Neolithic, Metal Ages, Common Era, and Anthropocene, marking increasing human adaptation to changing delta geomorphology modulated by fluctuations in relative sea level and fluvial sediment supply. These adaptations fostered the emergence of urbanization and served as a catalyst for technological innovation and human modification of deltas. The sparse Neolithic human presence in delta stratigraphy gradually expanded to become pervasive in the contemporary Anthropocene, reflecting the twin effects of global population growth and increasingly favourable conditions for humans. We explore the links between early deltaic and non-deltaic communities and gauge the impact of humans on sediment supply from river catchments, and its consequences, notably in terms of frequent delta avulsions, expansion or vulnerability, and explore its inextricable links with climate variation. The Anthropocene is witnessing a profoundly transformed, globally distributed, human-managed delta landscape dominated by important urbanization, reduction in sediment supply, increasing intentional but also unintentional delta modifications, and vulnerability to sea-level rise compounded by exacerbated subsidence. Understanding the human-delta relationship over the past 7000 years contributes to fostering stronger links between geoscience and cultural heritage, to better delta management and sustainability, including an upstream river-basin scale perspective, and to better anticipation of delta futures, notably under the threat of sea-level rise.
大约8000年前,随着世界上大多数三角洲的出现,大约一千年后,三角洲洪泛平原开始为早期人类住区提供可耕地、水和生态系统服务。我们从古代地图中确定了过去7000年来三角洲及其地层学中人类存在的地貌变化、代用物和地质考古标志。我们从新石器时代、金属时代、普通时代和人类世四个阶段分析了人类与三角洲的关系,这标志着人类对相对海平面波动和河流沉积物供应调节的三角洲地貌变化的适应程度越来越高。这些适应促进了城市化的出现,并成为技术创新和人类改造三角洲的催化剂。三角洲地层中新石器时代人类的稀少存在逐渐扩大到当代人类世的普遍存在,反映了全球人口增长和人类日益有利的条件的双重影响。我们探索了早期三角洲和非三角洲群落之间的联系,并衡量了人类对河流集水区沉积物供应的影响及其后果,特别是在频繁的三角洲撕裂、扩张或脆弱性方面,并探讨了其与气候变化的密不可分的联系。人类世正在见证一个深刻变化的、全球分布的、人为管理的三角洲景观,其主导因素是重要的城市化、沉积物供应的减少、有意和无意的三角洲改造的增加,以及海平面上升和下沉加剧的脆弱性。了解过去7000年人类与三角洲的关系,有助于加强地球科学与文化遗产之间的联系,有助于更好地管理三角洲,提高三角洲的可持续性,包括从上游流域的角度出发,有助于更好地预测三角洲的未来,特别是在海平面上升的威胁下。
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引用次数: 0
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