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Apatite (U-Th)/He Thermochronological Constraints on the Landscape Evolution Linked to the Normal Faulting in Taishan Mountain, Eastern China 中国东部泰山正断层相关地貌演化的磷灰石(U-Th)/He 热年代学约束
IF 2.4 4区 地球科学 Q2 Earth and Planetary Sciences Pub Date : 2024-02-14 DOI: 10.2113/2023/lithosphere_2023_279
Fangbin Liu, Fan Yang, D. Zheng, Haiyang Ding, Caopeng Li, G. Jepson
Taishan Mountain in the eastern China is a normal-fault-controlled range that formed during the Meso-Cenozoic, in response to large-scale extension and lithospheric thinning of the North China Craton. However, constraints on the timing of the polyphase extensional events which formed the Taishan edifice remain poorly resolved, hindering a detailed understanding of the landscape evolution of this prominent mountain. Here, we conducted apatite (U-Th)/He dating on sixteen samples from three profiles perpendicular in the Taishan Mountain, with a major view to control structures in Taishan Mountain and to resolve the Meso-Cenozoic landscape evolution. The newly determined apatite (U-Th)/He ages show a wide variation range of ~113 to 30 Ma, indicating a slow and protracted cooling history. The inverse thermal history modeling results reveal two pulses of enhanced cooling at ~80 to 60 and 55 to 50 Ma, which we interpret as exhumation related to normal fault activity. Furthermore, one-dimensional modeling indicates that the magnitude of tectonic exhumation is constrained at ≥15 m/Myr across the Yunbuqiao, Zhongtianmen, and Taishan Piedmont faults. Integrating this study and published studies, we suggest that Taishan Mountain underwent four-stage evolution since 100 Ma: (1) the whole Taishan Mountain commenced a continuous and slow exhumation under a weaker tensional environment at ~100 to 80 Ma, (2) the joint growth and interactions within a normal fault system resulted in rapid uplift and promoted the formation of the Proto-Taishan Mountain at ~80 to 60 Ma, (3) the Taishan Mountain underwent exhumation at ~55 to 50 Ma, interpreted as a tectonic response to the Taishan Piedmont Fault, and (4) the last stage (~50 to 0 Ma), the Taishan Mountain experienced protracted exhumation related to normal faulting until now. We attribute the extensive normal faulting to the subduction and slab rollback of the Izanagi-Pacific Plates, which shaped the present-day geomorphology of Taishan Mountain.
位于中国东部的泰山是中新生代时期因华北克拉通大规模延伸和岩石圈减薄而形成的正断层控制山脉。然而,对形成泰山大厦的多期伸展事件的时间限制仍然没有得到很好的解决,这阻碍了对这座突出山峰的地貌演化的详细了解。在此,我们对泰山三个垂直剖面的16个样品进行了磷灰石(U-Th)/He测年,主要目的是控制泰山构造,解析中新生代地貌演化。新测定的磷灰石(U-Th)/He年龄在约113-30Ma之间变化很大,表明冷却历史缓慢而漫长。反向热史建模结果显示,在〜80至60 Ma和55至50 Ma出现了两次强化冷却,我们将其解释为与正常断层活动有关的掘起。此外,一维建模表明,云步桥、中天门和泰山皮德蒙特断层的构造抬升幅度被限制在≥15 m/Myr。综合本研究和已发表的研究,我们认为泰山自100Ma以来经历了四个阶段的演化:(3) 在〜55至50Ma,泰山山体经历了隆升,被解释为对泰山山腹断层的构造响应;以及 (4) 在最后阶段(〜50至0Ma),泰山山体经历了与正断层有关的长期隆升,直至今日。我们将大范围的正断层归因于伊三纳格-太平洋板块的俯冲和板块回滚,从而形成了今天的泰山地貌。
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引用次数: 0
Polyphase Exhumation of the East Kunlun Orogenic Belt: Evidence from Modern River Detrital Zircon and Apatite Fission Track Dating 东昆仑造山带的多相侵蚀作用:现代河流碎屑锆石和磷灰石裂变轨道定年的证据
IF 2.4 4区 地球科学 Q2 Earth and Planetary Sciences Pub Date : 2024-01-25 DOI: 10.2113/2023/lithosphere_2023_259
Yuxiong Ma, Zhao Yang, Dengfeng He, Xiaohui Shi, Bo Zhou, Jiali You, Dali Ju, Yunpeng Dong
The East Kunlun Orogenic Belt (E-KOB) stands out as one of the most prominent basin-mountain geomorphic features in the northern interior of the Tibetan Plateau. It records a series of accretion-collision events from the Mesozoic to the Cenozoic. In particular, with the uplifting of the Tibetan Plateau, the E-KOB experienced intracontinental deformation and exhumation in the Cenozoic. Clarifying the exhumation history of the E-KOB is crucial to define the growth time and mechanism of the Tibetan Plateau. In this study, we apply detrital zircon fission-track (ZFT) and apatite fission-track (AFT) analyses on modern river sands in order to constrain the regional exhumation history of the eastern E-KOB. Four peak ages have been identified and interpreted as results of rapid exhumation correlated with intracontinental deformation. Two older peak ages at 144.7–141.0 and 114.6–82.1 Ma are in good accordance with the collision time of the north-south Lhasa-Qiangtang Block along the Bangong-Nujiang suture zone and the subsequent progressive deformation stage toward the north. Peak age at 60.9–45.3 Ma is coeval with the initial timing of the India-Asia collision. The youngest peak age at 25.1–18.3 Ma matches well with the extensive outward and upward growth of the Tibetan Plateau during the Oligocene to Miocene time. The Cretaceous and early Cenozoic rapid exhumations suggest that the E-KOB has been involved in the intracontinental deformation induced by collisions of the Lhasa-Qiangtang and India-Asia from the south. It implies that the northern Tibetan Plateau likely has been elevated or was a structural high before the Eocene. In addition, some of our detrital samples show a younger ZFT peak age than the AFT peak age. We attributed this data bias to the contribution of hydrodynamic sorting and/or lithological difference. The combination of ZFT and AFT dating has advantages in eliminating interfering age signals in detrital thermochronology.
东昆仑造山带(E-KOB)是青藏高原北部内陆最突出的盆地-山地地貌特征之一。它记录了从中生代到新生代的一系列增生-碰撞事件。特别是,随着青藏高原的隆起,E-KOB 在新生代经历了大陆内部的变形和掘起。厘清E-KOB的掘起历史对于确定青藏高原的生长时间和机制至关重要。在本研究中,我们对现代河砂进行了锆英石裂变轨迹(ZFT)和磷灰石裂变轨迹(AFT)分析,以确定东高原东部的区域隆升史。已经确定了四个年龄峰值,并将其解释为与大陆内部变形相关的快速掘起的结果。144.7-141.0Ma和114.6-82.1Ma两个较老的峰值年龄与沿班公错-怒江缝合带南北走向的拉萨-羌塘地块的碰撞时间以及随后向北的渐进变形阶段十分吻合。60.9-45.3Ma的峰值年龄与印度-亚洲碰撞的初始时间一致。最年轻的峰值年龄为 25.1-18.3 Ma,与青藏高原在渐新世至中新世时期的大范围向外和向上生长非常吻合。白垩纪和新生代早期的快速隆升表明,E-KOB 曾参与了拉萨-羌塘和印度-亚洲从南面碰撞所引起的大陆内部变形。这意味着青藏高原北部很可能在始新世之前就已经隆起或成为构造高地。此外,我们的一些碎屑样品显示的ZFT峰值年龄比AFT峰值年龄要小。我们将这种数据偏差归因于水动力分选和/或岩性差异。将 ZFT 和 AFT 测定法结合起来,可以消除碎屑岩热年代学中的年龄干扰信号。
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引用次数: 0
Mid-Cretaceous Accelerated Cooling of the Beishan Orogen, NW China: Evidence from Apatite Fission Track Thermochronology 中国西北部北山造山带白垩纪中期的加速冷却:来自磷灰石裂变轨道热年代学的证据
IF 2.4 4区 地球科学 Q2 Earth and Planetary Sciences Pub Date : 2024-01-25 DOI: 10.2113/2023/lithosphere_2023_239
Fujun Wang, Meng Luo, Zhiyuan He, Yiqiong Wang, Bihai Zheng, Zhiyong Zhang, Xiao Hu, Wenbin Zhu
The Beishan orogen, a significant component of the southern Altaids, presents an opportunity for investigating the intracontinental deformation and exhumation history of the Altaids during the Mesozoic era. Although previous studies indicated that the Beishan orogen has experienced multiple reactivation since the late Mesozoic, the precise extent of these events remains poorly constrained. Here, we provide a comprehensive synthesis of field observations and apatite fission track (AFT) thermochronological dating throughout the Beishan orogen. Detailed field observations confirmed four major E-W trending thrusts in our study area. Based on the youngest truncated strata associated with the thrusts and previous dating results from neighboring regions, we propose that these thrust sheets likely developed in the late Middle Jurassic. AFT dating results from seven pre-Mesozoic granitoid samples and associated with thermal history modeling demonstrate that the Beishan orogen experienced a rapid basement cooling during the mid-Cretaceous (~115–80 Ma). Moreover, a compilation of previously published and newly gained AFT data reveals a comparable mid-Cretaceous cooling event in other parts of Central Asia, such as Qilian Shan, Eastern Tianshan, and Altai-Sayan. This observation suggests that the mid-Cretaceous cooling event is more likely to be regional rather than localized. This mid-Cretaceous cooling pulse is interpreted as a tectonic exhumation controlled by boundary faults and related to the rotation of the Junggar and Tarim basins. These processes are linked to distant plate-margin events along the Eurasian continent.
北山造山带是阿尔泰山脉南部的重要组成部分,为研究中生代阿尔泰山脉的大陆内变形和掘起历史提供了机会。尽管之前的研究表明,自中生代晚期以来,北山造山带经历了多次再活化,但这些事件的确切范围仍未得到充分证实。在此,我们对整个北山造山带的野外观测和磷灰石裂变轨道(AFT)热年代学测年进行了全面综合。详细的野外观测证实了我们研究区域的四个主要的东西向推覆构造。根据与这些推力相关的最年轻的截断地层以及邻近地区以前的测年结果,我们认为这些推力片可能发育于中侏罗世晚期。七个前中生代花岗岩样本的AFT测年结果以及相关的热历史模型证明,北山造山带在白垩纪中期(约115-80Ma)经历了快速的基底冷却。此外,对以前公布的和新获得的AFT数据进行汇编后发现,中亚其他地区(如祁连山、东天山和阿尔泰-萨彦)也经历了类似的白垩纪中期冷却事件。这一观测结果表明,白垩纪中期的冷却事件更可能是区域性的,而不是局部性的。这一白垩纪中期的冷却脉冲被解释为受边界断层控制的构造掘起,与准噶尔和塔里木盆地的旋转有关。这些过程与欧亚大陆沿线遥远的板块边缘事件有关。
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引用次数: 0
New Insights on the Early Proto-Tethys Subduction History: Evidence from Ages and Petrogenesis of Volcanic Rocks in the Bulunkuole Complex, West Kunlun Orogen 对早期原特提斯俯冲历史的新认识:西昆仑造山带布伦郭勒复合区火山岩年龄和岩石成因的证据
IF 2.4 4区 地球科学 Q2 Earth and Planetary Sciences Pub Date : 2024-01-22 DOI: 10.2113/2024/lithosphere_2023_290
Zhenju Zhou, Yanjing Chen, H. Tang, Yanshuang Wu, Qiugen Li, Zhengle Chen
The Proto-Tethys Ocean has played a significant role in the geological history of Earth. However, ongoing debates persist regarding the timing and polarity of its early subduction. Volcanic rocks associated with iron deposits in the Bulunkuole Complex, West Kunlun Orogen, offer insights into both the complex’s formation age and Proto-Tethys evolution. This study presents newly obtained zircon U–Pb age data (~536 Ma) along with comprehensive whole-rock major and trace element and Sr–Nd–Hf isotope analyses of these volcanic rocks. Our dataset implies that the Bulunkuole Complex partly formed in the early Paleozoic rather than entirely in the Paleoproterozoic, as previously suggested. Geochemically, the volcanic rocks exhibit enrichments in large ion lithophile elements and light rare earth elements, along with depletions in high-field strength elements. They also display elevated initial 87Sr/86Sr values (0.71093, 0.72025) and negative εNd(t) values (−5.13, −6.18), classifying them as continental arc volcanic rocks. These geochemical fingerprints, complemented by zircon εHf(t) values (−12.7 to −1.6), indicate that the parental magmas of the volcanic rocks were produced by partial melting of the lithospheric mantle wedge, which had been metasomatized by subducted sediment-derived melts. The available data, in conjunction with previously published findings, strongly suggest that the Proto-Tethys Ocean subducted southward prior to approximately 536 Ma due to the assembly of Gondwana. Subsequent slab rollback may have resulted in a crustal thinning of 9–25 km during 536–514 Ma. Further shifts in subduction dynamics led to the transition from high-angle subduction to either normal or low-angle subduction, facilitating the formation of a thicker crust ranging from 39 to 70 km between 514 and 448 Ma. This study, therefore, provides valuable insights into the early evolution of the Proto-Tethys Ocean and contributes significantly to our understanding of the tectonic history of the West Kunlun Orogen.
原特提斯洋在地球地质历史上发挥了重要作用。然而,关于其早期俯冲的时间和极性的争论一直存在。西昆仑造山带布伦郭勒复合体中与铁矿床相关的火山岩为了解该复合体的形成年代和原特提斯演化提供了线索。本研究提供了新获得的锆石U-Pb年龄数据(约536 Ma),以及对这些火山岩进行的全面的全岩主要元素、微量元素和Sr-Nd-Hf同位素分析。我们的数据集表明,布伦郭勒复合体部分形成于早古生代,而不是像以前认为的那样完全形成于古近代。从地球化学角度看,火山岩富含大离子亲岩元素和轻稀土元素,同时贫乏高场强元素。它们还显示出较高的 87Sr/86Sr 初始值(0.71093,0.72025)和负的 εNd(t)值(-5.13,-6.18),可将其归类为大陆弧火山岩。这些地球化学特征以及锆石的εHf(t)值(-12.7 至-1.6)表明,火山岩的母岩浆是由岩石圈地幔楔部分熔化产生的,而岩石圈地幔楔是由俯冲沉积物衍生的熔体变质而成的。现有数据以及之前公布的研究结果有力地表明,由于冈瓦纳的形成,原特提斯洋在大约 536 Ma 之前向南俯冲。随后的板块回滚可能导致地壳在 536-514 Ma 期间变薄了 9-25 km。俯冲动力学的进一步转变导致了从高角度俯冲向正常或低角度俯冲的过渡,促进了在 514 至 448 Ma 期间形成 39 至 70 km 厚的地壳。因此,这项研究为了解原特提斯洋的早期演化提供了宝贵的见解,并大大有助于我们了解西昆仑造山带的构造历史。
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引用次数: 0
Chronological, Petrogenetic, and Tectonic Significance of Paleoproterozoic Continental Crust within the North China Craton during the Global Tectono-Magmatic Lull 全球构造-岩浆低潮期华北克拉通内古新生代大陆地壳的年代学、岩石学和构造意义
IF 2.4 4区 地球科学 Q2 Earth and Planetary Sciences Pub Date : 2024-01-12 DOI: 10.2113/2024/lithosphere_2023_234
Heng Liu, Lei Liu, Dexian Zhang, Inkyeong Moon, M. Santosh, Yanyan Zhou, Tianyang Hu, Shisheng Kang
The 2.45–2.20 Ga period during the early Paleoproterozoic era is considered to have witnessed a global “Tectono-Magmatic Lull (TML)” and thus marks a relatively quiescent period. Our study unveils a 2.45–2.20 Ga magmatic suite from the Xiong’ershan area in the southern North China Craton, offering some key constraints on localized active tectonics during the TML. Zircon U-Pb dating shows Paleoproterozoic ages for the meta-basalt (2.31, 2.28 Ga), Na-rich meta-andesite (~2.33 Ga), tonalite-trondhjemite-granodiorite (TTG) gneisses (2.36, 2.30 Ga), K-rich granodiorite (~2.29 Ga), and monzogranite (2.33, 2.27 Ga). The meta-basalts geochemically and petrographically belong to calc-alkaline basalts and show distinctive Nb, Ta, and Ti contents and primitive mantle normalized patterns from different places in the Xiong’ershan area. Combined with their enriched εHf(t) values, the magmas were derived from subduction-related enriched mantle sources within a convergent plate boundary. The meta-andesites display high MgO content (average 4.5 wt%) and Mg# (44–57), strongly fractionated rare-earth pattern, calc-alkaline affinity, and negative Nb, Ta, and Ti anomalies. The TTG gneisses are of high SiO2 type (>62 wt%), high (La/Yb)N (17.5, 39.2), and Sr/Y (50.2, 104.3) and mostly display positive Eu anomalies and high-pressure type. Zircons from these rocks show a relatively narrow range of δ18O isotope values (5.35‰, 6.79‰) with εHf(t) isotope characteristics (−9.3, −3.3), suggesting derivation from partial melting of a thickened mafic lower crust. The youngest K-rich granodiorite and monzogranite show high K2O/Na2O ratios (0.65, 2.45). Variable molar ratio Al2O3/(CaO+Na2O+K2O) (A/CNK) and low zircon εHf(t) values suggest that the K-rich granitoids formed from the partial melting of different levels of crust. The presence of meta-basalt to andesite assemblages and diverse intermediate to felsic magmatic rocks implies magmatic activity within a convergent plate boundary tectonic environment with potential influence from plume-triggered extensional processes, supported by evidence of slab rollback and upwelling of mantle material.After 2.5 Ga, the globe has witnessed a relatively quiescent period for over 200 million years in terms of active plate tectonics, referred to as the “Tectono-Magmatic Lull (TML, 2.45–2.20 Ga),” with no significant continental crust growth or major orogenesis [1-6]. In this regard of the geological processes of TML, Silver and Behn [7] suggested stagnation of the global subduction system leading to a decrease in volcanic activity and continental growth, Condie et al. [1] referred to unusual period as a crustal age gap, while Spencer et al. [8] referred to it as a TML. At the Archean/Proterozoic boundary (2.50 Ga), the Earth underwent significant episodic evolution and transformation in the early Paleoproterozoic period [1, 9, 10].There are controversial opinions about the tectonic evolution of the Precambrian era. Cawood et al. [11], Palin
古近代早期的2.45-2.20 Ga时期被认为是全球 "构造-岩浆低潮期(Tectono-Magmatic Lull,TML)",因而是一个相对静止的时期。我们的研究揭示了华北克拉通南部熊耳山地区的2.45-2.20 Ga岩浆岩组,为TML时期局部活跃构造提供了一些关键的制约因素。锆石U-Pb定年显示了元玄武岩(2.31, 2.28 Ga)、富Na元安山岩(〜2.33 Ga)、黑云母-特长闪长岩-花岗闪长岩(TTG)片麻岩(2.36, 2.30 Ga)、富K花岗闪长岩(〜2.29 Ga)和独居岩(2.33, 2.27 Ga)的古新生代年龄。元玄武岩在地球化学和岩石学上属于钙碱性玄武岩,在熊耳山地区的不同地方表现出不同的Nb、Ta、Ti含量和原始地幔正常化模式。结合其富集的εHf(t)值,这些岩浆来源于汇聚板块边界内与俯冲有关的富集地幔源。元安山岩显示出较高的氧化镁含量(平均 4.5 wt%)和镁#(44-57),强烈的稀土分馏模式,钙碱性亲和性,以及负的 Nb、Ta 和 Ti 异常。TTG片麻岩具有高SiO2类型(>62 wt%)、高(La/Yb)N(17.5,39.2)和Sr/Y(50.2,104.3),并大多显示出正Eu异常和高压类型。这些岩石中的锆石显示出相对较窄的δ18O同位素值范围(5.35‰,6.79‰)和εHf(t)同位素特征(-9.3,-3.3),表明这些锆石来源于增厚的岩浆岩下地壳的部分熔融。最年轻的富钾花岗闪长岩和单斜花岗岩显示出较高的 K2O/Na2O 比值(0.65,2.45)。Al2O3/(CaO+Na2O+K2O)摩尔比(A/CNK)的变化和锆石εHf(t)值的降低表明,富钾花岗岩是由不同层次的地壳部分熔融形成的。元玄武岩到安山岩组合以及多种多样的中间岩浆岩到长英岩的存在,意味着岩浆活动是在板块交汇的构造环境中进行的,并可能受到羽状触发的延伸过程的影响,板块后退和地幔物质上涌的证据也支持了这一点。在 2.5 Ga 之后,全球板块构造活动经历了 2 亿多年的相对平静期,被称为 "构造-岩浆平静期(Tectono-Magmatic Lull,TML,2.45-2.20 Ga)",没有明显的大陆地壳增长或重大造山运动[1-6]。关于 TML 的地质过程,Silver 和 Behn[7]认为全球俯冲系统的停滞导致火山活动和大陆生长的减少,Condie 等[1]将不寻常时期称为地壳年龄间隙,而 Spencer 等[8]则将其称为 TML。在Archean/Proterozoic边界(2.50 Ga),地球在Paleoproterozoic早期经历了显著的偶发演化和转变[1, 9, 10]。Cawood等[11]、Palin和Santosh[12]以及Tang等[4]认为,全球板块构造体系开始运行于中新世至新元古代。此外,Campbell和Griffiths[13]提出,地幔势温在TML期间显著下降。来自花岗岩和碎屑沉积物的锆石U-Pb年龄分布表明,在TML期间(2.365, 2.235 Ma)有一个异常强烈的最小值,尽管没有发现公认的年龄差距[2]。然而,一些研究报告称火成岩和碎屑锆石位于TML窗口内,例如在巴西米纳斯造山带、加拿大阿罗史密斯造山带和华北克拉通(NCC)南部发现的火成岩和碎屑锆石[14]。值得注意的是,约 2.45-2.20 Ga 这一引人入胜的时期似乎在促进从 Archean 到古近代超大陆的过渡中发挥了关键作用。一些研究发现,在 2.45 至 2.20 Ga 期间,至少有二十四个陨石坑或陨石块发生了构造岩浆活动,包括造山活动、被动边缘以及岩浆活动,如绿岩带和黑云母-透闪石-花岗闪长岩(TTG)。这些岩浆活动在从阿基坦构造体系的分散陨石坑向现代板块构造体系的转变过程中起到了至关重要的作用[8]。以往的研究表明,板块构造类似于现代的高角度深俯冲,在大约 3.0 Ga 时就已经开始,并在新元古代到古近代早期在全球范围内盛行[18, 19],这可以从全球金属生成事件中得到证明[6]。Condie等人[1]汇编了来自碎屑沉积岩和岩浆岩组的全球锆石U-Pb年龄,提供了2.45Ga时期全球岩浆活动持续约200-250Ma的证据。俯冲带和断裂带的出现是板块构造的一个显著特征[16]。
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引用次数: 0
Oil Production Rate Forecasting by SA-LSTM Model in Tight Reservoirs 利用 SA-LSTM 模型预测致密油藏的石油生产率
IF 2.4 4区 地球科学 Q2 Earth and Planetary Sciences Pub Date : 2024-01-12 DOI: 10.2113/2024/lithosphere_2023_197
Denghui He, Yaguang Qu, Guanglong Sheng, Bin Wang, Xu Yan, Zhen Tao, Meng Lei
The accurate forecasting of oil field production rate is a crucial indicator for each oil field’s successful development, but due to the complicated reservoir conditions and unknown underground environment, the high accuracy of production rate forecasting is a popular challenge. To find a low time consumption and high accuracy method for forecasting production rate, the current paper proposes a hybrid model, Simulated Annealing Long Short-Term Memory network (SA-LSTM), based on the daily oil production rate of tight reservoirs with the in situ data of injection and production rates in fractures. Furthermore, forecasting results are compared with the numerical simulation model output. The LSTM can effectively learn time-sequence problems, while SA can optimize the hyperparameters (learning rate, batch size, and decay rate) in LSTM to achieve higher accuracy. By conducting the optimized hyperparameters into the LSTM model, the daily oil production rate can be forecasted well. After training and predicting on existing production data, three different methods were used to forecast daily oil production for the next 300 days. The results were then validated using numerical simulations to compare the forecasting of LSTM and SA-LSTM. The results show that SA-LSTM can more efficiently and accurately predict daily oil production. The fitting accuracies of the three methods are as follows: numerical reservoir simulation (96.2%), LSTM (98.1%), and SA-LSTM (98.7%). The effectiveness of SA-LSTM in production rate is particularly outstanding. Using the same SA-LSTM model, we input the daily oil production data of twenty oil wells in the same block and make production prediction, and the effect is remarkable.The forecasting of the oil and gas production rate is one of the most important and effective evaluation indicators for measuring the success of reservoir development, and it plays a crucial role in dynamically predicting the oil and gas production rate during the development process. However, due to the geological factors of the reservoir and the construction factors during the development process, oil and gas production rate forecasting has become more complex, and the dynamic characteristics cannot be well described, resulting in the subsequent production rate forecasting being affected [1-4]. There are various methods for forecasting oil and gas production rate, including the Arps decline method explored by the production rate decline law, the analytical model method based on the permeability law and the material balance equation, and the numerical simulation method based on the geological model constructed using geological data [5, 6]. Conventional oil and gas production rate dynamic forecasting generally uses numerical simulation methods, which can comprehensively consider various geological factors, wellbore interference, and the impact of multiphase flow on oil and gas well production rate. However, for unconventional reservoirs such as tight oil res
油田产量的准确预测是每个油田能否成功开发的关键指标,但由于油藏条件复杂、地下环境未知,高精度的产量预测是一个普遍面临的挑战。为了找到一种耗时少、精度高的生产率预测方法,本文提出了一种混合模型--模拟退火长短期记忆网络(Simulated Annealing Long Short-Term Memory network,SA-LSTM)。此外,还将预测结果与数值模拟模型输出结果进行了比较。LSTM 可以有效地学习时间序列问题,而 SA 可以优化 LSTM 中的超参数(学习率、批量大小和衰减率),以达到更高的精度。通过将优化后的超参数导入 LSTM 模型,可以很好地预测石油日产量。在对现有生产数据进行训练和预测后,使用三种不同的方法预测了未来 300 天的石油日产量。然后使用数值模拟对结果进行验证,比较 LSTM 和 SA-LSTM 的预测效果。结果表明,SA-LSTM 可以更高效、更准确地预测石油日产量。三种方法的拟合精度如下:油藏数值模拟(96.2%)、LSTM(98.1%)和 SA-LSTM(98.7%)。SA-LSTM 在生产率方面的效果尤为突出。油气产量预测是衡量油藏开发成功与否最重要、最有效的评价指标之一,对开发过程中油气产量的动态预测起着至关重要的作用。然而,由于油气藏的地质因素和开发过程中的施工因素,油气产量预测变得更加复杂,动态特征不能得到很好的描述,导致后续的产量预测受到影响[1-4]。油气产量预测的方法多种多样,包括由产量递减规律探索出的 Arps 递减法、基于渗透率规律和物料平衡方程的解析模型法、基于利用地质资料构建的地质模型的数值模拟法等[5, 6]。传统的油气产量动态预测一般采用数值模拟方法,可以综合考虑各种地质因素、井筒干扰、多相流对油气井产量的影响等。然而,对于致密油藏等非常规储层,由于储层的岩性、横向连通性、垂直分布、微观结构快速变化、强异质性等问题,在准确拟合生产率历史和预测未来生产率方面存在挑战[7, 8]。随着人工智能技术的不断发展,人工智能逐渐在油气藏开发过程中发挥着非常重要的作用,使得利用机器学习技术解决油气藏开发中的一些复杂问题成为可能[9-12]。递归神经网络(RNN)被提出用于油气产量预测,同时其局限性也暴露出来。RNN 只能将上一序列的生产率数据与当前数据连接起来。当生产率数据与预测数据之间的间隔很小时,RNN 具有很好的学习能力和匹配性。但是,当引入复杂情况时,如在生产率过程中进行注水和能量补充阶段,导致生产率量发生变化时,由于这些相关信息,神经单元之间的间隔变得非常大,RNN 就会失去学习能力,无法进行准确有效的预测。RNN 的本质容易受到短序列生产率数据的影响。一旦生产率数据的序列增加,RNN 就很难将信息从早期的生产率数据转移到后期的生产率数据。在确定了 RNN 在长序列生产率预测中的不准确性后,有人提出了 RNN 的一种变体,称为长短时记忆(LSTM)。LSTM 最初由 Hochreiter 和 Schmidhuber 提出[13, 14],后经 Graves [15]改进和推广,使 LSTM 在各种应用中得到广泛应用。 从图 6 可以看出,随着迭代次数的增加,模型收敛速度在早期阶段较慢。然而,当迭代次数超过 50 次时,模型收敛速度就会增加,当迭代次数达到 150 次时,就会接近完全收敛。通过研究学习率值,可以推断出在优化范围内,当学习率在 0.0006 和 0.0008 之间时,模型收敛速度较快。超出这一范围的学习率被排除在外,因为它们在优化过程中的损失值一直较高。随着 SA 温度的降低,学习率值保持在 0.0002-0.0008 的范围内。随着迭代的进行,计算了不同学习率下的损失值。图 7 显示,损失值的变化随着图 6 中学习率的增加而减小,表明两者之间存在反比关系。因此,经过全局优化后发现,当学习率为 0.0007 时,相应的迭代次数为 232 次,最小损失值为 0.00167。为了找到衰减超参数的最佳值,通过计算模型的损失测试了不同的值。随着迭代的继续,模型在第 100 次迭代时几乎完全收敛(图 8)。根据 SA 选择有效数据的原则,衰变超参数的优化主要集中在 0.9 至 0.94 之间。在 0.9-0.94 的范围内,损失值随着衰减值的增大而减小。当学习率为 0.0007 时,能使模型损失最小化的最佳衰减值为 0.924,相应的损失值为 0.00161。在优化了学习率和衰减的超参数后,在保持其他超参数不变的情况下,通过在可控范围内随机扰动来测试不同的批量大小。表现最好的批次规模被保留下来。从图 10 中可以看出,模型在第 150 次迭代时完全收敛,最佳批量大小是均匀分布的。起初,在 SA 的高温阶段,由于收敛速度较慢,较大的批次规模作为新的解决方案是可以接受的。在确定了上述学习率和衰减的最佳值后(图 11),算法根据最小损失值接受了 15 的全局最佳批量大小。在将三个优化的超参数应用于 LSTM 模型后,我们将优化后的模型与未优化的模型进行了比较。为了评估两个模型的性能,我们比较了它们的训练和验证损失以及预测准确率。优化前后的训练和实际损失值如图 12 所示。图中左侧显示的是超参数优化前 LSTM 模型的训练损失结果。可以看出,随着迭代次数的增加,损失值逐渐趋近于 0。图中右侧显示的是超参数优化后的 LSTM 训练损失结果。一般来说,验证集损失(真值损失)低于训练集损失。表 3(a)和表 3(b)显示了模型优化前后对训练数据和预测数据的损失水平。表 3(a) 和表 3(b) 显示了优化前后模型在训练和预测数据方面的损失水平。具体来说,优化后的 LSTM 模型的训练损失比之前小得多,这导致后续预测过程中的损失更小。根据损失值的差异,可以得出结论:超参数优化后的 LSTM 模型能够更有效地预测日采油率。为了预测未来的采油率,我们根据现有的采油率数据对油藏数值模拟模型(图 13)进行了修改,以确保多口虚拟垂直井的日采油率等同于单口压裂水平井的日采油率,且注采同步。 经过对比和验证,可以确定 SA-LSTM 模型在拟合和预测致密油藏的日产油量方面具有很高的精度。经过大量的调试和属性修改,常规油藏的数值模拟精度达到 96.2%。但这一过程需要大量的时间。SA 搜索可以有效地剔除不良参数,为 LSTM 模型找到最合适的参数。该方法操作简单,搜索时间短,可获得全局最优超参数。经过比较和验证,可以确定 SA-LSTM 模型在拟合和预测致密油藏日产油量方面表现出较高的精度。本研究得到了中海油(中国)有限公司 "海洋油田显著提高石油采收率关键技术 "重大项目(KJGG2021-0501)的支持。
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引用次数: 0
Petrogenesis of the Early Paleozoic Dioritic–Granitic Magmatism in the Eastern North Qilian Orogen, NW China: Implications for Tethyan Tectonic Evolution 中国西北部祁连山东麓早古生代闪长岩-花岗岩岩浆岩的成岩作用:对哲罗纪构造演化的影响
IF 2.4 4区 地球科学 Q2 Earth and Planetary Sciences Pub Date : 2024-01-12 DOI: 10.2113/2024/lithosphere_2023_297
Fei Xue, Fan Yang, Weidong Ren, M. Santosh, Zesheng Qian, Yin Huang, Zijian Tan
The North Qilian Orogen witnessed the opening, subduction, and closure of the Proto-Tethys Qilian Ocean and the post-subduction of multiple exhumation events from Late Neoproterozoic to Early Paleozoic. The Early Paleozoic dioritic–granitic magmatic suites, prominently exposed in the eastern North Qilian Orogen, offer valuable insights into the evolution of the Proto-Tethys Ocean. However, their petrogenesis, magma source, and tectonic evolution remain controversial. Here, we investigate the Leigongshan, Zhigou, and Dalongcun intrusions and present geochronological, geochemical, and isotopic data, aiming to refine the comprehension of their timing and petrogenesis, which will contribute to understanding the tectonic evolution of the Proto-Tethys Ocean. Zircon U-Pb dating reveals mean ages of 471–427 Ma for these intrusions, consistent with compiled formation ages of dioritic–granitic intrusions in the eastern North Qilian Orogen, indicating close temporal links with the tectonic evolution of the Proto-Tethys Ocean during the Early Paleozoic. The studied magmatic rocks could be categorized into two major types: granitoids and diorites. The granitoids are majorly I-type granitoids that are generated through partial melting of the mafic lower crust and fractional crystallization at the middle-upper crust, with the involvement of mantle-derived materials. The diorites underwent limited crustal contamination and fractionation of hornblende, plagioclase, and some accessory minerals. They were derived mainly from the mixture of fertile mantle and reworked crustal components, with minor contributions from subduction-related slab fluids and sediment melts. In addition, all the studied Early Paleozoic dioritic–granitic intrusions (ca. 471–427 Ma) formed within subduction-related arc settings. Combined with the tectonic evolution of the Early Paleozoic Qilian orogenic system, we interpret these Cambrian to Silurian dioritic–granitic intrusions as tectonic responses to the subduction (ca. 520–460 Ma) and closure (~440 Ma) of the Proto-Tethys Ocean, whereas the Devonian Huangyanghe intrusion witnessed the final stage of extensional collapse of the Qilian orogenic system at ca. 400–360 Ma.The Tethyan orogenic belt, a significant continent–continent collisional belt in the world, preserves records of oceanic subduction, continental collision, and extensional collapse [1-3]. This belt is divided into the Proto-Tethys (Early Paleozoic), the Paleo-Tethys (Late Paleozoic-Early Mesozoic), and the Neo-Tethys (Late Mesozoic-Cenozoic) stages [4-6]. Originating from the breakup of the Rodinia supercontinent, the Proto-Tethys continued to expand in the Cambrian [3]. Subsequently, the Proto-Tethys started to shrink and closed during the assembly of North China and Siberia–Kazakhstan Cratons during the Late Silurian [7]. The Qilian orogenic belt is the pivotal segment of the Central China Orogen and witnessed the subduction and collision processes during the closure of the
87″;海拔高度:2808米)。这些岩石主要呈灰绿色至灰色,具有中粗粒纹理和块状结构(图 3)。此外,这些岩石有时会被第四纪沉积物覆盖,并发生微弱的蚀变(图 3(g))。研究样本可分为两类:闪长岩(BL-1/2、ZG-2/1 和 ZG-2/2)和石英闪长岩(BL-1/1、YHW-3/1 和 YHW-3/2)。显微镜下,闪长岩显示出多合成孪晶斜长石(50%-55%)、强多色亚方角闪石(25%-35%)、正方斜长石(5%-10%)和正方石英(5%-10%)的组合,以及锆石、磷灰石和磁铁矿等辅助矿物(图 3(b) 和 (f))。相比之下,石英闪长岩显示出近方斜长斜长石(40%-45%)、近方角闪石(30%-35%)、近方辉石(5%-10%)、方形石英(5%-10%),以及锆石、磷灰石和钛铁氧化物等辅助矿物(图 3(d) 和 (h))。锆石晶粒在中国河北省廊坊市豫能地质矿产分离勘查中心采用标准重力和磁力分离技术进行分离,然后在一台双目显微镜下手工挑选,并固定在环氧树脂盘上进行抛光,露出内部。在北京地质分析有限公司,使用一台显微镜和配备加坦化学发光探头的扫描电子显微镜(JSM510)拍摄了透射、反射和阴极射线(CL)图像,并将其用于锆石 U-Pb、Lu-Hf 同位素和微量元素分析。锆石 U-Pb 定年和微量元素分析在兰州大学中国西部(甘肃省)矿产资源重点实验室同步进行,使用的仪器是 Agilent 7900× 电感耦合等离子体质谱仪(ICP-MS)和 Analyte 193 nm 激光烧蚀系统。分析光斑的尺寸设定为 ~30 μm,并使用锆石 Plešovice 91500 和 NIST610 作为标准,以监测精度并计算 207Pb/206Pb 比值的校正因子。中国地质调查局天津中心使用激光烧蚀多收集器ICP-MS(LA-MC-ICP-MS)结合NEW WAVE 193 nm FX激光对锆石Lu-Hf同位素进行了分析。分析光斑尺寸为 50 µm,激光重复频率为 10 Hz,激光能量为 100 mJ。根据 176Lu 衰变常数(1.865 × 10-11 y-1)、贫化地幔与现今 Hf 同位素比值(176Hf/177Hf = 0.28325 和 176Lu/177Hf = 0.0384)、平均大陆地壳(176Lu/177Hf = 0.015),计算了 Hf 模型(TDM)和两级 Hf 模型(TDM2)年龄,并进行了详细分析。全岩地球化学分析在兰州大学中国西部(甘肃省)矿产资源重点实验室进行。主要元素采用 Agilent720Axial ICP 光学发射光谱仪测定,分析误差小于 1.0%。痕量元素和稀土元素采用 Agilent 7700× ICP-MS 分析,分析误差小于 10%。GSP-2 标准用于监控整个分析过程,以确保所分析元素数据的准确性。北祁连山东麓闪长岩-花岗岩侵入体(如毛藏寺、黄羊河、雷公山等)的锆石 U-Pb 平均年龄采用等值线法绘制。采用 ArcGIS 软件 Geostatistical Analyst 模型中的反距离加权插值法绘制等值线图。样品BL-1/1、ZG-2/1和YHW-3/1中的锆石颗粒无色透明,呈八面体至近正方体,多为长棱镜体或短棱镜体。它们的尺寸范围为长 80-250 μm,宽 60-150 μm,长宽比为 4:1 至 1:1。在 CL 图像下,除少数锆石晶粒具有扇形分带纹理外,大多数晶粒都呈现振荡分带纹理,并具有异晶核(图 4(a)-(c))。来自样品 BL-1/1 的 21 个锆石显示 Th 和 U 含量以及 Th/U 比率分别为 5.0-42.8、31.5-255.5 和 0.16-0.33 ppm。 1至-0.3),两阶段钕模型年龄为1.26-1.20 Ga[35],进一步证实了岩浆源中有地壳再加工成分的参与。所研究的闪长岩和已发表的志沟、老虎山侵入体的Mg#值从32.87到75.93不等(平均值=51),大部分超过了40(在线补充表S5)。这意味着岩浆来源主要来自地幔。此外,闪长岩的铌/镱比值在 0.63-1.51 之间,明显高于富集的大洋中脊玄武岩(0.02)[67],这表明来源于肥沃的地幔[68]。此外,这些闪长岩的 Zr/Nb 比值(范围:4.23-43.02)远高于大洋岛屿玄武岩(OIB)(5.8)[67],Nb/Ta 比值(5.31-21.87)低于亚寒带玄武岩。87)低于亚软玉Nb/Ta比(3 wt.%,Rb/Sr < 1,Eu/Eu*为0.8-1.1,而S型花岗岩的Na2O < 3 wt.%,Rb/Sr > 1,Eu/Eu* < 0.6 [82]。我们研究的石英闪长岩与典型的 A 型花岗岩(图 8(d)-(e))明显不同,因为它们不含钠镁铁矿物,Zr 含量[83, 84]和 FeOt/MgO 比率[85]较低,Sr 含量较高[85, 86]。与大洋长花岗岩截然不同的矿物和地球化学特征支持了排除 M 型花岗岩的观点[76]。有几个证据可证实这些花岗岩具有 I 型地球化学特征:(1) 不含富铝矿物,而含有闪石和辉石(图 3);(2) A/CNK值大多低于 1.1(图 8(c));(3) 地球化学亲和性与 I 型花岗岩基本一致(Na2O > 3 wt.%,Rb/Sr < 1,Eu/Eu* 为 0.8-1.1),(4)I 型花岗岩区域内的地球化学图(图 8(f)),以及(5)I 型花岗岩在元素判别图中的变化趋势(图 11(e)和(f))。结合地球化学特征,北祁连造山带东部的花岗岩主要进一步划分为I型钙碱性特征(图8(b)-(f))。钙碱性I型花岗岩通常是通过(a)源于地幔的玄武质岩浆的碎裂结晶[87-90],(b)经类地幔岩浆改造的沉积物质的再加工[91],或(c)有或没有加入源于地幔的黑云母岩浆的黑云母下地壳的部分熔融[92, 93]形成的。花岗岩(石英闪长岩)并非源自闪长岩岩浆,这一点可从以下几个方面得到证明:(1) 从 La/Sm 对 La 图和 Zr/Nb 对 Zr 图(图 13(c)-(d))中可以看出,所研究的石英闪长岩和混合花岗岩并没有经历明显的分块结晶,但部分熔融可能起了关键作用、(2) 根据建模结果(图 12(a)-(b)),BL-1/1 样品与 BL-1/2 样品的成分相似,但两者的主要元素成分差异很大,表明石英闪长岩不可能来自闪长岩岩浆的碎裂结晶。所研究的石英闪长岩(BL-1/1、YHW-3/1)的εHf(t)值为4.2-15.8,TDM2在1171-442 Ma之间(图7(a)-(b)),表明其来源来自地幔或幼壳成分。这与祁连造山带前寒武纪基底岩石和早古生代侵入体的再加工物质有关[94-96]。此外,Mg#值还可以判别岩浆演化过程中是否掺入了地幔衍生物质[97]。由下地壳岩浆岩部分熔融形成的熔体,其初始 Mg# 值通常低于 40,但加入地幔衍生成分后,其 Mg# 值会增加[98]。这些研究岩石的 Mg# 值介于 37.30 至 42.80 之间(在线补充表 S4),表明来源中含有地幔成分。此外,这些样品也被绘制在偏闪长岩到偏黑长岩的部分熔融区域内,以及闪长岩区域内(图 12(c)-(d)),这进
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引用次数: 0
Late Cenozoic Cooling History of the Xigaze Fore-Arc Basin along the Yarlung–Zangbo Suture Zone (Southern Tibet): New Insights from Low-Temperature Thermochronology 沿雅鲁藏布断裂带(藏南)的日喀则前弧盆地的晚新生代冷却史:低温热年代学的新见解
IF 2.4 4区 地球科学 Q2 Earth and Planetary Sciences Pub Date : 2024-01-12 DOI: 10.2113/2024/lithosphere_2023_211
Shida Song, Zhiyuan He, Wenbo Su, Linglin Zhong, Kanghui Zhong, Stijn Glorie, Yifan Song, Johan De Grave
The Tibetan Plateau is currently the widest and highest elevation orogenic plateau on Earth. It formed as a response to the Cenozoic and is still ongoing collision between the Indian and Eurasian plates. The Xigaze fore-arc basin distributed along the Indus–Yarlung suture zone in southern Tibet preserves important information related to the late Cenozoic tectonic and topographic evolution of the plateau. In this study, apatite fission track (AFT) thermochronology was carried out on twelve sandstone samples from the middle segment of the Xigaze basin and additionally on four sedimentary rocks from the neighboring Dazhuka (Kailas) and Liuqu Formations. Inverse thermal history modeling results reveal that the fore-arc basin rocks experienced episodic late Oligocene to Miocene enhanced cooling. Taking into account regional geological data, it is suggested that the late Oligocene-early Miocene (~27–18 Ma) cooling recognized in the northern part of the basin was promoted by fault activity along the Great Counter thrust, while mid-to-late Miocene-accelerated exhumation was facilitated by strong incision of the Yarlung and Buqu rivers, which probably resulted from enhanced East Asian summer monsoon precipitation. Sandstone and conglomerate samples from the Dazhuka and Liuqu Formations yielded comparable Miocene AFT apparent ages to those of the Xigaze basin sediments, indicative of (mid-to-late Miocene) exhumation soon after their early Miocene burial (> ~3–4 km). Additionally, our new and published low-temperature thermochronological data indicate that enhanced basement cooling during the Miocene prevailed in vast areas of central southern Tibet when regional exhumation was triggered by both tectonic and climatic contributing factors. This recent and widespread regional exhumation also led to the formation of the high-relief topography of the external drainage area in southern Tibet, including the Xigaze fore-arc basin.Orogenic belts are dominant topographic features on Earth and are characterized by high tectonic activity and high elevations. They provide the best natural laboratory to study the coupling between tectonics, erosion, and climate [1-4]. In these regions, negative feedback between fast denudation and high elevation causes enhanced erosion that, in turn, tends to reduce the topography. The collision between India and Asia led to the formation of the Tibetan Plateau, which stands ~4–5 km high over a region of ~3 million km2 (Figures 1(a) and (b)). The southern Tibetan Plateau (i.e., the southern Lhasa terrane—Tethyan Himalaya) is characterized by a high-elevation and low-relief landscape (i.e., “flat” highland) [5]. Structurally, several ~E–W trending large-scale thrust faults and a series of ~N–S striking normal faults are well developed in the southern Lhasa terrane [6-8]. Furthermore, the west-to-east flowing Yarlung river runs through the southern Tibetan Plateau, its source is high in western Tibet, and it cuts through the Namche Barwa
日喀则前弧盆地所有碎屑岩样品的AFT中心年龄都明显小于其白垩纪沉积年龄(表1和表2),这与之前在其他采样剖面的观察结果一致[21,24]。考虑到这些样品的秩方概率 P(χ²)大多大于 10%,且离散度较低,它们一定达到了比 AFT 总退火温度更高的温度(通过深埋或由于邻近的冈底斯岩浆活动产生的加热),从而完全重置了 AFT 系统。根据同样的标准,邻近的大竹卡地层和柳曲地层的样品在出露前也经历了完全的AFT热退火。在对另外一部分样品进行252Cf辐照和/或重离子轰击(针对有足够数量晶粒的样品)后,有六个样品(X28、33、35、36、38和39)产生了超过30条可测量的封闭轨道。由于自发轨迹密度非常低,在 X30、31 和 37 样品中只发现了约 20 条封闭轨迹。在轨迹长度方面,样品 X27 的平均轨迹长度值非常长,约为 15.4 μm,但这仅仅是基于四个封闭轨迹的测量结果。所有建模样品的预期模型[71]合并在图 4(b)中(并标明 95% 的概率范围区间),每个样品的详细单个热模型见在线补充图 S3(HeFTy 建模结果也在此提供,以供验证)。如上所述,我们意识到所有模型都是基于少于 50 个封闭的裂变轨迹,这与通常的做法不符;因此,模型的约束性较弱,在解释时应采取必要的谨慎态度。为了更定量地描述冷却历史,我们根据经验将冷却速率(在我们研究区域的大陆碰撞带背景下)~5-10 °C/Ma和>10 °C/Ma分别定义为中度冷却和快速冷却[13, 27, 77]。其中样品X28在渐新世晚期(~27 Ma)进入APAZ,在中新世早期(~18 Ma)冷却到~50 °C,冷却速率为~7.8 °C/Ma(图4(b))。X33、35 和 38 号样品的曲线一般显示在 ~20-9 Ma 期间通过 APAZ 冷却,冷却速度为中等到快速(图 4(b))。样品 X36 和 39 的 AFT 年龄较小,但它们的冷却历史却相当。它们在中新世晚期(约10-5 Ma)停留在APAZ的时间相对较短,冷却速度较快,约为12 °C/Ma(图4(b))。值得注意的是,与 QTQt 模型相比,HeFTy 模型为上述 6 个样本提供了相似的冷却路径(在线补充图 S3)。另外三个样品(X30、31 和 37)在中新世(~21-8 Ma)也显示了类似的中度冷却。尽管这三个模型是基于更低的封闭轨道测量值,即 ~3-4 km)。这一观察结果与之前在冈底斯浴成岩南缘狭长的开拉斯地层其他地段进行的热年代学研究结果基本一致[11, 100],这些研究结果表明开拉斯砾岩在中新世中期(~17-15 Ma)迅速隆升。我们还强调,雅鲁藏布江及其支流同时发生的侵蚀可能促进了砾岩的掘起。在主取样剖面的西侧,来自同向聚合柳曲地层的两块砾岩的AFT中心年龄分别为~15和~10Ma(表2)。它们比该地层大致的沉积年龄(~20-19 Ma [55, 101])要年轻。根据非晶AFT、磷灰石和锆石(U-Th)/He测年,Li等人[101]认为,由于印度河-雅鲁藏布江缝合带中古雅鲁藏布江的侵蚀,柳曲砾岩在~12-10Ma开始隆升。在Li等人的研究中[101],非晶AFT年龄峰值(大部分或完全退火的晶粒)在~11Ma,所有AHe单晶粒年龄都在~8-6Ma范围内。本研究分析了日喀则前弧盆地中部及邻近的大竹卡(开拉斯)地层和柳曲地层的沉积岩,显示了不同的晚渐新世至中新世加速冷却事件(图4(b))。新生代晚期(如渐新世晚期至中新世晚期)的基底冷却在北面的冈底斯浴成岩,尤其是其南缘也有广泛的记录[102]。在这一时期,拉萨南部地层经历了一段活跃的构造和岩浆活动。一方面,区域性断层,如冈底斯推力和大逆冲推力,分别在 ~27-17 Ma 和 ~23-17 Ma 期间开始活跃[78, 103, 104]。
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引用次数: 0
Influence of Hydraulic Conditions on Seepage Characteristics of Loose Sandstone 水力条件对松散砂岩渗流特性的影响
IF 2.4 4区 地球科学 Q2 Earth and Planetary Sciences Pub Date : 2024-01-12 DOI: 10.2113/2024/lithosphere_2023_275
Mingtao Jia, Quan Jiang, Qi Xu, Xuebin Su
To investigate the impact of hydraulic conditions on the seepage characteristics of loose sandstone, this study employed optimized methods to prepare loose sandstone samples. Subsequently, seepage experiments were conducted under different injection pressures, flow rates, and flow volumes. The permeability, porosity, particle size distribution, and other parameters of the rock samples were obtained. By analyzing the response of seepage characteristics to pore and particle size characteristics, the influence of different hydraulic conditions on the seepage characteristics of loose sandstone was explored. The results indicated that improvements in the parameters of hydraulic conditions had different effects on various rock samples. For rock samples with developed seepage channels, increasing the value of each hydraulic condition parameter could expand the channels and discharge particles, and improve permeability. For rock samples with a larger number of small pores, increasing each hydraulic condition parameter caused particles to crack under pressure, drove particles to block holes, and thus reduced permeability. In this experiment, the permeability parameter had a significant positive response to the proportion of pores larger than 0.1 µm and a significant negative response to the proportion of particles smaller than 150 µm.In the fields of oil extraction and solution mining, loose sandstone is a common resource-bearing rock mass, and the seepage characteristics of this type of rock are directly related to the process design and efficiency of resource extraction [1-5]. During the processes of extraction and injection in rock formations, problems often occur, such as increased rock permeability leading to imbalanced extraction and injection or decreased permeability leading to low mining efficiency [6-8]. In the above situations, a common countermeasure in industrial practice is to use agents or equipment to adjust the permeability of rock strata to improve production. For example, in oil exploitation, dispersed gel particles with a certain particle size are used to temporarily plug the high permeability area to better drive the production of the reservoir [9, 10], and unblocking agents are used in situ to unblock clogged channels to improve the efficiency of uranium leaching [11-13]. Implementation of the above methods provides immediate improvement in the seepage effect, and the cost can be controlled, effectively solving problems related to abnormal seepage in rock formations. However, it is important to note that while the solutions for abnormal seepage are relatively effective, they are still confined to a reactive, postevent stage. The time and costs associated with these solutions continue to impede the enhancement of production efficiency. The objective of this study is to address these issues by starting from the mechanisms of permeability changes. It delves into the influence of hydraulic conditions on the seepage characteristics of loo
孔隙分布特征参数可以有效揭示岩石的孔隙发育与渗流情况,并据此推导出渗流特征的变化特征与机理[26-29],而颗粒特征的分析则侧重于粒度分布对孔隙结构的影响以及游离颗粒对渗流通道的影响[29, 30]。研究表明,孔隙特征和颗粒特征基本上决定了岩石的渗透性,而且这两种特征是相互关联的[31]。因此,将对岩石孔隙分布和粒径分布特征的研究与从微观角度进行的渗流实验相结合,可以充分揭示松散砂岩的水力条件与渗流特征之间的关系。然而,在实验室中,由于松散砂岩独特的岩性特征,对其渗流特征的微观研究明显不足。松散砂岩的内聚力主要来自非饱和岩粒以及细粒土之间的毛细作用 [32,33]。这种作用力稳定性差,在饱和状态下就会失效,因此松散砂岩很难切割成型,岩石颗粒在水中容易崩解扩散,破坏渗水管道。此外,天然松散砂岩由于颗粒分布随机性大,容易产生较大的实验误差。因此,在实验室中对松散砂岩进行的渗流实验很少。一些学者采用数值模拟或大型岩样整体渗流的方法来获取渗流特性的变化[34-38]。但这类方法只能用于评价渗透率变化等参数,无法直观地获得实验前后的孔隙度、颗粒分布等关键参数,难以解释松散砂岩渗流特性变化的原理。近年来,一些研究采用侧向包裹或特殊固定装置保护松散砂岩样品[39-41],成功实现了小规模渗流实验,其岩样保护方法值得借鉴。但从相关研究的数据来看,这些实验的成功得益于砂岩样品的良好完整性。但这些实验后,岩样的渗出端出现了明显的颗粒剥落现象,导致实验误差较大,难以进行更多的实验。为了研究不同水力条件影响松散砂岩孔隙度和颗粒特征,进而改变其渗流特性的规律和机理,设计了一种特殊的优化松散砂岩制备方法,用于制备岩石样品。在不同注入压力、流速和流量条件下,对岩石样本进行了渗流实验。实验前后通过渗流仪、核磁共振波谱仪、粒度分布仪等仪器获得了渗透率、孔隙度、粒度分布等关键参数,并综合分析了水力条件、渗流特征、孔隙度分布特征、粒度分布特征的响应和原理。最后,总结了不同水力条件对松散砂岩渗流特征的影响关系和影响原理,为工程实践提供了理论参考,有助于提高含松散砂岩资源渗流相关作业的效率。本实验中,松散砂岩样品 A 和 B 分别取自新疆 A 型铀矿地下 400 米地层和内蒙古 B 型铀矿地下 500 米地层。两种岩石样品的矿物相显微鉴定结果见表 1。样品 A 的干密度为 1.69 g/cm³,样品 B 的干密度为 1.62 g/cm³。渗流实验采用海安县石油科学研究仪器有限公司生产的 HKY-1 长芯渗流监测仪进行,如图 2(a)所示。
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引用次数: 0
Effect of Multiple Factors for the Roadway Excavation Process Stability in FLAC3D FLAC3D 中多种因素对路基开挖过程稳定性的影响
IF 2.4 4区 地球科学 Q2 Earth and Planetary Sciences Pub Date : 2024-01-12 DOI: 10.2113/2024/lithosphere_2023_219
Li Danli, Dai Bing, Zhang Lei
Appropriate simulation set parameters are the precondition to obtain accurate results; while the simulation results are affected by multiple factors, it is thus crucial to investigate the sensibility of different factors. This paper first analyses the application situation of numerical simulation software in the field of geotechnical engineering and finds that Fast Lagrangian analysis of continua in three dimensions (FLAC3D) has been widely used on roadways or tunnels. Then, taking the roadway excavation process as the engineering background, FLAC3D was used to create 171 schemes of different simulation parameters and analyze the influence of different factors on the simulation results. The findings show that there is a considerable difference in the degree of effect of different parameters on the simulation results. Most of the factors have a remarkable effect on the numerical simulation results (displacement and stress), and only some factors (parameter uniformity and density) have almost no effect on the results. Meanwhile, the trend of displacement and stress is opposite in most cases. In addition, some neglected factors can also have a considerable effect on the simulation results, such as the zone amount; therefore, it is necessary to avoid the variation of nonstudy factors as possible when carrying out the numerical simulation. This study may significantly assist concerned engineers and technicians in developing a more organized and thorough grasp of the impacts of various parameters on simulation outcomes.The challenges of mining underground mineral resources have grown increasingly difficult and dangerous due to the increasing depth of mining. Numerous researchers have conducted studies to address these challenges that limit the safe and effective production of mines, from the appearance [1, 2] to the essence [3, 4], from the Macro [5, 6] to the Microscopic [7, 8] to the Micro [9, 10] structures, and from the single physical field [11, 12] to multiple physical coupling field [13, 14], and there have been many outcomes. Nevertheless, the complex and variable environment of underground roadways makes it difficult for traditional theoretical analyses [15, 16] to resolve a specific complex engineering problem, and it is laborious and time-consuming to conduct scaled physical simulation tests [17, 18], and it is difficult to reproduce overly complex scenarios, and the accuracy of the obtained results cannot be guaranteed. As the understanding of the properties of geotechnical materials grows and computers continue to develop, computational mechanics [19] is in a flourishing stage. Considering the mutual coupling relationship between various fields, computational mechanics, an emerging interdisciplinary discipline, has significant advantages in processing practice engineering problems. Numerical simulation code based on computational mechanics can simulate approximate object comprehensions for almost any complex operating conditions. At presen
大型通用数值模拟软件,如 ANSYS、ABAQUS、MIDAS 等,在 GS 中检索到的论文总数超过 20 万篇。其中,FLAC3D(约 34500 篇)多于 FLAC2D(约 5950 篇),由此可见,目前 FLAC 中三维版本的使用频率高于二维版本。图 3 展示了 FLAC 在 "路基 "或 "隧道 "领域的广泛应用情况。"综上所述,FLAC3D 在岩土工程领域,尤其是在 "路基 "和 "隧道 "领域得到了广泛的应用,因此,研究(FLAC3D 中)各种因素对隧道掘进过程稳定性的影响具有重要的工程意义和理论价值,也为众多仿真软件的初学者提供了指导和帮助。"FLAC3D 是一种有限差分数值程序,在数学上采用快速拉格朗日法。其中,FDM 是一种求偏微分方程和方程系统定值问题数值解的方法[39, 40]。FDM 的基本思想是将问题的定义域离散成网格(区),然后在网格点上,根据适当的数值离散化公式,用差商代替定值问题中的微分商,从而将问题离散成不同的格式,进而得到数值解。这种方法易于在计算机上实现,因此被广泛使用[41]。快速拉格朗日法[42]是一种基于显式差分的分步求解方法,可以得到模型的所有运动方程和构成方程,其构成方程由基本的应力应变定义和胡克定律导出,而运动平衡方程则直接应用于考希运动方程(由牛顿运动定律导出)。其计算模型一般由多个不同形状的三维单元组成,即剖分的空间单元网格区域,每个单元在计算中又被划分为由四个节点组成的四面体,四面体的应力应变只通过四个节点传递给其他四面体,再由其他四面体传递给其他单元。当对一个节点施加载荷时,作用于该点的载荷只会在极短的时间内影响周围的几个节点(相邻节点)。利用运动方程,可以根据单元节点的速度和时间变化计算出单元之间的相对位移,进而得出单元应变,然后利用单元的构成模型计算出单元应力。在计算应变的过程中,利用高斯积分理论将三维问题转化为二维问题,从而简化了三维问题。在运动方程中,还充分考虑了岩土体的粘滞性,将其视为附加在方程中的阻尼。"巷道 "和 "隧道"(后续均称为:巷道)的开挖模拟,根据《FLAC3D 用户帮助手册》和笔者对软件的实践经验,可分为以下几个阶段,如图 4 所示。在 "FLAC3D 用户帮助手册 "中,静力学模拟过程大致分为十四个阶段。项目规划和设置 "部分包含另外七个步骤,"提示和建议 "部分也给出了十三条提示和建议。模型由 FLAC3D 的内置命令流生成,部分特殊断面巷道模型由 Rhino 生成。为研究不同因素对巷道掘进过程稳定性的影响,采用某一初始模型及其初始参数作为基线组(对照组)。为避免无关因素的干扰,对基准组模型做了如下假设:(1) 不考虑岩体分层现象;(2) 忽略岩体缺陷,如断裂带、节理、裂隙等,模型为均质地质体;(3) 在模型表面垂直施加地应力。固定模型的底面、左面、右面、正面和背面,在除底面以外的所有面上均匀施加 30 MPa 的压应力,模型收敛后位移和塑性区归零。随后,根据研究内容,进行相应的开挖模拟,在模型最大不平衡力为 1×10 - 5(软件默认收敛条件)时停止计算(部分模拟程序下模型无法收敛,计算步数为 5000 步)。 特别是 MSC 构成模型(采用 FLAC3D 案例中常用的软化系数),尽管软化前的参数与 M-C 构成模型的参数一致,但通道位移值明显高于其他构成模型。岩土体的物理力学参数(以下简称岩土参数)是工程设计中需要考虑的最关键因素之一。在数值模拟中,不同的构成模型需要不同的岩土参数,可根据不同的工程特点和工程要求选择不同的构成模型。M-C 构成模型是岩土体最常用的构成模型之一。所需的参数包括弹性模量、抗拉强度、膨胀角、内聚力、内摩擦角和泊松比,此外还需要围岩的密度。图 16 显示了共七个影响因素和九十四组模拟方案的模拟结果。对于应力,有些因素基本没有影响,如密度、弹性模量、抗拉强度和膨胀角。应力随着泊松比的增大而缓慢上升;此外,应力随着内聚力和内摩擦角的增大而波动,但总体呈上升趋势。对于位移,密度也基本上没有影响。大多数因素(弹性模量、抗拉强度、内聚力和内摩擦角)的增长都会导致位移呈现先减小后趋于平稳的模式。数值模拟已成为解决复杂工程问题不可或缺的手段,而合理的参数设置是保证数值模拟结果可靠性的关键。本文以隧道开挖为工程背景,以 FLAC3D 为研究对象,探讨各种因素对仿真结果的影响。虽然有一些研究分析了不同因素对巷道开挖的影响,如彭晓明等[43]研究了地应力和巷道面积对巷道开挖破坏区的影响。Zhong-Cheng 等人[44]通过正交数值模拟实验研究了不同岩土参数对路基变形和破坏的影响,认为各种因素对路基变形的影响程度依次为:内聚力 > 抗拉强度 > 弹性模量 > 内摩擦角 > 泊松比。此外,也有关于网格尺寸效应的研究 [45-47],但尚未扩展到路基开挖的工程规模。这些研究大多侧重于一个或多个因素的影响,可能无法为读者提供更全面、更直观的帮助。据我们所知,还没有类似本文的报道。因此,本文的研究结果可以为研究人员或工程师的数值模拟提供更全面的指导和参考。本文讨论的因素不仅限于岩土工程和建筑参数,还涉及一些建模参数(图 17)。研究结果表明,巷道开挖对岩体的影响不仅受岩土工程参数和施工参数等 "直接 "参数的影响,还受模型尺寸和分区量等建模参数的影响。即使这些建模因素的影响与岩土工程和施工参数的影响一样大,但它们往往被 "忽略"。例如,当模型尺寸从 20 × 20 × 20 m 增加到 70 × 70 × 70 m 时,在其他参数保持不变的情况下,模型中的位移减少了 21%,应力增加了 38%(图 5)。当网格数增加约三倍时(考虑到自重力,从 32 万增加到 97.2 万),模型的位移增加了 31%,水平应力增加了 55%(图 6)。当网格梯度系数从 0.8 增加到 1.4 时,模型的位移增加了约六倍,水平应力和垂直应力分别减少了 50%和 58%(图 7)。这种变化对结果的影响是显著的。
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Lithosphere
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