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New Benthic Fossils from the Late Ediacaran Strata of Southwestern China 中国西南埃迪卡拉晚期地层中的新底栖化石
IF 3.3 3区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2023-12-23 DOI: 10.1111/1755-6724.15153
Junping LIU, Ming LI, Feng TANG, Jiangtai ZHAO, Sicun SONG, Ying ZHOU, Xiaohan SONG, Liudong REN

The Jiangchuan Biota from the Jiucheng Member (Mb.) of the Dengying Formation (Fm.), discovered in Jiangchuan, eastern Yunnan, China, is marked by copious macrofossils at the apex of the Ediacaran strata. This fauna features benthic algae with varied holdfasts and other fossils of indeterminate taxonomic affinity and is compositionally unique compared to the Shibantan and Gaojiashan biotas of the Dengying Fm. and the Miaohe and Wenghui biotas of the Doushantuo Fm., elsewhere in China. One novel benthic saccular macroalgal fossil, named here Houjiashania yuxiensis gen. and sp. nov., from the Jiangchuan Biota is based on fossils that are sausage-shaped, elongate, tubular, ranging from 0.3 to 4 cm in length, and up to 0.8 cm in diameter. One terminus is blunt and rounded to an obtuse angle, the other is bent with a spread-out surface resembling a holdfast, suggesting a three-dimensional thallus. Thin, stipe-shaped outgrowths, likely vestiges of sessile saccular life forms, are prevalent in macroalgal fossils of analogous size and shape, as well as present brown algae Scytosiphonaceae, such as Colpomenia and Dactylosiphon. The new findings augment the diversity of benthic algae, such as those known from the Early Neoproterozoic Longfengshan Biota in North China. The benthic algal macrofossils in the Jiucheng Mb. add to knowledge of Late Ediacaran metaphyte diversification and offer more clues about the evolutionary positioning of primitive macroalgae. The co-occurrence of numerous planktonic and benthic multicellular algae and planktonic microbes might have facilitated ecologically the more extensive later Cambrian explosion evidenced by the Chengjiang Biota in Yunnan.

在中国云南东部江川发现的江川生物群位于埃迪卡拉纪地层的顶端,其特征是来自登瀛层九成组的大量大型化石。这批化石的特点是底栖藻类与各种固着物,以及分类亲缘关系不确定的大型化石。与登瀛层的石板滩生物群和高家山生物群以及斗山坨层的庙河生物群和汶水生物群相比,它在成分上具有独特性。本研究介绍了江川生物群中一种新的底栖囊状大型藻类化石。这些化石呈香肠状,拉长,管状,长 0.3 至 4 厘米,直径达 0.8 厘米。其中一个末端钝圆成钝角,另一个末端弯曲,表面平展,像一个固着器,表明这是一个三维的菌丝体。在具有类似大小和形状的大型藻类化石中,普遍存在细长的柄状突起,很可能是无柄囊状生命形式的遗迹。这一发现丰富了华北龙凤山生物群已知的新近纪早期底栖藻类的多样性。云南东部九成组底栖大型藻类化石可能会增加晚埃迪卡拉元古代藻类多样化的证据,并为原始大型藻类的演化定位提供更多线索。大量浮游和底栖多细胞藻类与浮游微生物的同时出现,可能在生态学上促进了澄江生物群所证明的更广泛的寒武纪大爆发。
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引用次数: 0
Sedimentary Characteristics, Ages, and Environmental Significance of Gravel Deposits and Loess in Shandong, Eastern China: Regional Response to Global Change Since the Last Glacial Period 中国东部山东砾石沉积和黄土的沉积特征、年代和环境意义:末次冰川期以来全球变化的区域响应
IF 3.3 3区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2023-12-23 DOI: 10.1111/1755-6724.15152
Min WANG, Fanbiao KONG, Xianglun KONG, Haitao CHEN, Jiawei WANG, Xiaodong MIAO, Guangju JIA, Mei HAN, Shujian XU

Investigation of rarely studied gravel layers found in the loess in Shandong Province, eastern China, reveals the fabric characteristics of two gravel layers (G1, G2) and the sedimentary characteristics of loess at the typical and well-preserved Heiyu section (HY), where, to determine the paleoclimatic changes during Marine Isotope Stage 3a. Optically stimulated luminescence dates of the HY formation range from 0.26 ± 0.02 ka to 39.00 ± 2.00 ka. In addition, the ages of G1 and G2 were estimated using the Bayesian model to be 39.60–40.50 and 29.00–29.50 ka. G1 and G2 are mainly composed of fine and medium gravel, both of which were subangular to subrounded limestone, with gravel directions to NE and E. The average flow velocity, average depth, and flood peak flow of G1 are 1.10 m/s, 0.49 m, and 37.04 m3/s, respectively, calculated using the flow energy method, whereas those of G2 are 0.98 m/s, 0.38 m, and 18.38 m3/s, respectively. Analysis of climate proxy indices show that the sedimentary environment of the gravel and loess in HY might be a regional response to global change.

在中国东部山东省的黄土中可以发现一个或多个保存完好的砾石层,但对它们的研究却很少。因此,本研究旨在研究典型且保存完好的黑峪断面(HY)砾石层(G1 和 G2)的结构特征和黄土沉积特征,以确定海洋同位素第 3a 阶段的古气候变化。结果表明,HY地层的光激发发光年龄在0.26±0.02 ka至39.00±2.00 ka之间。此外,利用贝叶斯模型估算的 G1 和 G2 的年龄分别为 39.60-40.50 ka 和 29.00-29.50 ka。G1和G2的主要成分为细粒和中粒砾石,均为近方形至近圆形灰岩,砾石走向为NE和E。此外,利用流能法计算出G1的平均流速、平均水深和洪峰流量分别为1.10 m/s、0.49 m和37.04 m3/s,而G2的平均流速、平均水深和洪峰流量分别为0.98 m/s、0.38 m和18.38 m3/s。气候代用指数分析表明,HY 的砾石和黄土沉积环境可能是对全球变化的区域响应。
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引用次数: 0
Early Devonian Post-collisional Granitic Magmatism in the North Qilian Orogenic Belt, Western China: Insights into Lithospheric Delamination and Orogenic Collapse 中国西部北祁连造山带早泥盆世碰撞后花岗岩岩浆活动:岩石圈脱层和造山运动塌陷的启示
IF 3.3 3区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2023-12-23 DOI: 10.1111/1755-6724.15149
Qian WANG, Xilin ZHAO, Yuanku MENG, Shengyao YU, Yanan LIU

Post-collisional magmatism contains important clues for understanding the reworking and growth of continental crust, as well as lithospheric delamination and orogenic collapse. Early Devonian magmatism has been identified in the North Qilian Orogenic Belt (NQOB). This paper reports an integrated study of petrology, whole-rock geochemistry, Sm-Nd isotope and zircon U-Pb dating, as well as Lu-Hf isotopic data, for two Early Devonian intrusive plutons. The Yongchang and Chijin granites yield zircon U-Pb ages of 394–407 Ma and 414 Ma, respectively. Both of them are characterized by weakly peraluminous to metaluminous without typical aluminium-rich minerals, LREE-enriched patterns with negative Eu anomalies and a negative correlation between P2O5 and SiO2 contents, consistent with geochemical features of I-type granitoids. Zircons from the studied granites display negative to weak positive εHf(t) values (–5.7 to 2.1), which agree well with those of negative εNd(t) values (−6.4 to −2.9) for the whole-rock samples, indicating that they were derived from the partial melting of Mesoproterozoic crust. Furthermore, low Sr/Y ratios (1.13–21.28) and high zircon saturation temperatures (745°C to 839°C, with the majority being >800°C) demonstrated a relatively shallow depth level below the garnet stability field and an additional heat source. Taken together, the Early Devonian granitic magmatism could have been produced by the partial melting of ancient crustal materials heated by mantle-derived magmas at high-temperature and low-pressure conditions during post-collisional extensional collapse. The data obtained in this study, when viewed in conjunction with previous studies, provides more information about the tectonic processes that followed the closure of the North Qilian Ocean. The tectonic transition from continental collision to post-collisional delamination could be constrained to ∼430 Ma, which is provided by the sudden decrease of Sr/Y and La/Yb ratios and an increase in zircon εHf(t) values for granitoids. A two-stage tectonic evolution model from continental collision to post-collisional extensional collapse for the NQOB includes (a) continental collision and crustal thickening during ca. 455–430 Ma, characterized by granulite-facies metamorphism and widespread low-Mg adakitic magmatism; (b) post-collisional delamination of thickened continental crust and extensional collapse of orogen during ca. 430–390 Ma, provided by coeval high-Mg adakitic magmatism, A-type granites and I-type granitoids with low Sr-Y ratios.

碰撞后岩浆活动为了解大陆地壳的再加工和生长以及岩石圈脱层和造山运动塌陷提供了重要线索。在北祁连造山带(NQOB)发现了早泥盆世岩浆活动。本文对两个早泥盆世侵入岩体的岩石学、全岩地球化学、Sm-Nd同位素和锆石U-Pb年代测定以及Lu-Hf同位素数据进行了综合研究。永昌花岗岩和赤金花岗岩的锆石 U-Pb 年龄分别为 394-407 Ma 和 414 Ma。这两个花岗岩的特征都是弱过铝质到金属铝质,没有典型的富铝矿物,LREE富集,Eu负异常,P2O5和SiO2含量呈负相关,符合I型花岗岩的地球化学特征。所研究花岗岩中的锆石显示出负值至弱正值的ɛHf(t)值(-5.7 至 2.1),这与整个岩石样本中负值的ɛNd(t)值(-6.4 至 -2.9)十分吻合,表明这些锆石来自中新生代地壳的部分熔融。此外,较低的Sr/Y比值(1.13-21.28)和较高的锆石饱和温度(745-839°C,大部分为800°C)表明石榴石稳定场之下的深度相对较浅,并且存在额外的热源。综合来看,泥盆纪早期的花岗岩岩浆可能是在碰撞后延伸塌陷过程中,由地幔岩浆在高温、低压条件下加热的古地壳物质部分熔融产生的。本研究获得的数据与之前的研究相结合,为北祁连洋闭合后的构造过程提供了更多信息。花岗岩的Sr/Y和La/Yb比值骤降、锆石ɛHf(t)值骤升提供了从大陆碰撞到碰撞后分层的构造转换时间∼430 Ma。NQOB从大陆碰撞到碰撞后伸展塌陷的两阶段构造演化模型包括:(a)约455-430Ma期间的大陆碰撞和地壳增厚;(b)约455-430Ma期间的大陆碰撞和地壳增厚;(c)约455-430Ma期间的大陆碰撞和地壳增厚。(b) 约 430-390 Ma 期间,碰撞后增厚的大陆地壳分层和造山带的伸展塌陷,其特征是共生的高镁英安岩浆岩、A 型花岗岩和低 Sr-Y 比值的 I 型花岗岩。
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引用次数: 0
Geochronology and Geochemistry of the Xingxingxia Triassic A-type Granites in Central Tianshan, NW China: Petrogenesis and Tectonic Implications 中国西北部天山中部星星峡三叠纪 A 型花岗岩的地质年代和地球化学:岩石成因和构造影响
IF 3.3 3区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2023-12-23 DOI: 10.1111/1755-6724.15150
Zengbao HUANG, Xiyao LI, Hao ZHAO, Qing LU

The Triassic granitoids in Central Tianshan play a key role in determining the petrogenesis and tectonic evolution on the southern margin of the Central Asian orogenic belt. In this study, we present SHRIMP zircon U-Pb ages, Hf isotopic and geochemical data on the Xingxingxia biotite granite, amazonite granite and granitic pegmatite in Central Tianshan, NW China. Zircon U-Pb dating yielded formation ages of 242 Ma for the biotite granite and 240 Ma for the amazonite granite. These granitoid rocks have high K2O with low MgO and CaO contents. They are enriched in Nb, Ta, Hf and Y, while being depleted in Ba and Sr, showing flat HREE patterns and negative Eu anomalies. They have typical A-type granite geochemical signatures with high Ga/Al (8–13) and TFeO/(TFeO + MgO) ratios, showing an A2 affinity for biotite granite and an A1 affinity for amazonite granite and granitic pegmatite. Zircon εHf(t) values of the granitoids are 0.45–2.66, with Hf model ages of 0.99–1.17 Ga. This suggests that these A-type granites originated from partial melting of the lower crust. We propose that Xingxingxia Triassic A-type granites formed under lithospheric extension from post-orogenic to anorogenic intraplate settings and NE-trending regional strike-slip fault-controlled magma emplacement in the upper crust.

天山中部三叠纪花岗岩在确定其岩石成因和中亚造山带南缘构造演化方面起着关键作用。在这项研究中,我们介绍了对中国西北部天山中部星星峡生物花岗岩、亚马逊花岗岩和花岗伟晶岩的SHRIMP锆石U-Pb年龄、Hf同位素和地球化学研究结果。通过锆石 U-Pb 测定,发现生物花岗岩的形成年龄为 242 Ma,亚马逊花岗岩的形成年龄为 240 Ma。这些花岗岩的 K2O 含量较高,MgO 和 CaO 含量较低。它们富含 Nb、Ta、Hf 和 Y,而贫含 Ba 和 Sr,显示出扁平的 HREE 模式和负 Eu 异常。它们具有典型的A型花岗岩地球化学特征,Ga/Al(8-13)和FeOT/(FeOT+MgO)比值较高,显示与生物花岗岩的亲缘关系为A2,与亚马逊花岗岩和花岗伟晶岩的亲缘关系为A1。花岗岩的锆石ɛHf(t)值为0.45-2.66,Hf模型年龄为0.99-1.17 Ga。这表明这些A型花岗岩起源于下地壳的部分熔融。我们提出,新兴峡三叠纪A型花岗岩是在板块内岩石圈由后成因向成因延伸,以及上地壳NE向区域性走向滑动断层控制岩浆喷发的条件下形成的。
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引用次数: 0
Platform Evolution in an Oligo–Miocene Back-arc Basin: An Example from the Central Iran Basin 新近纪弧后盆地的地台演化:伊朗中部盆地的一个实例
IF 3.3 3区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2023-12-23 DOI: 10.1111/1755-6724.15151
Masoud SHARIFI-YAZDI, Amirhossein ENAYATI, Jamal SALEHI AGHDAM, Mohammad BAHREHVAR, Seyed Mustafa REZAEI

The Qom Formation is the most important hydrocarbon reservoir target in Central Iran. The Qom platform developed in a back-arc basin during the Oligo–Miocene due to the closing of the Tethyan Seaway. This formation consists of a variety of carbonate and non-carbonate facies deposited on a platform ranging from supratidal to basin. A combination of tectonic and eustatic events led to some lateral and vertical facies variations in the study area. Six third-order depositional sequences and related surfaces were identified regarding vertical facies changes in the studied sections of this Oligo–Miocene succession. According to all results and data, this succession was initially deposited during the Chattian upon a distally steepened ramp of siliciclastic-carbonate composition, including the Bouma sequence. Then, from the late Chattian to the Aquitanian, the platform changed into a homoclinal carbonate ramp with a gentle profile. With respect to tectonic activity, this phase was a calm period during the deposition of the Qom Formation. Finally, a drowned carbonate platform and a rimmed shelf emerged during the Burdigalian, terminated by the continental deposits of the Upper Red Formation. Regarding all geological characteristics, three main tectono-eustatic evolutionary phases have been recognized in the Qom back-arc basin.

库姆地层是伊朗中部最重要的油气藏目标。由于泰提安海道的关闭,库姆平台在中新世晚期形成了一个弧后盆地。该地层由沉积在从潮上带到盆地的平台上的各种碳酸盐岩和非碳酸盐岩组成。构造事件和侵蚀事件的结合导致了研究区域的一些横向和纵向面貌变化。在该中新世演替的研究断面中,就垂直面的变化确定了六个三阶沉积序列和相关面。根据所有结果和数据,该演替最初沉积于夏替时期的硅质岩-碳酸盐岩组成的远端陡峭斜坡上,包括布马序列。然后,从晚期的夏迭纪到阿基坦纪,该平台变成了一个具有平缓剖面的同向碳酸盐岩斜坡。就构造活动而言,这一阶段是库姆地层沉积的平静期。最后,在布迪加里纪出现了淹没的碳酸盐平台和边缘陆架,并以上部红层的大陆沉积为结束。从所有地质特征来看,库姆弧后盆地主要经历了三个构造-静态演化阶段。
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引用次数: 0
Numerical Simulation of Rainfall-induced Xianchi Reservoir Landslide in Yunyang, Chongqing, China 中国重庆云阳降雨引发的仙池水库滑坡数值模拟
IF 3.3 3区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2023-12-09 DOI: 10.1111/1755-6724.15146
Jinkai YAN, Yan MA, Lei LIU, Zhihui WANG, Tianxiang REN

A calamitous landslide happened at 22:00 on September 1, 2014 in the Yunyang area of Chongqing City, southwest China, enforcing the evacuation of 508 people and damaging 23 buildings. The landslide volume comprised 1.44 million m3 of material in the source area and 0.4 million m3 of shoveled material. The debris flow runout extended 400 m vertically and 1600 m horizontally. The Xianchi reservoir landslide event has been investigated as follows: (1) samples collected from the main body of landslide were carried out using GCTS ring shear apparatus; (2) the parameters of shear and pore water pressure have been measured; and (3) the post-failure characteristics of landslide have been analyzed using the numerical simulation method. The excess pore-water pressure and erosion in the motion path are considered to be the key reasons for the long-runout motion and the scale-up of landslides, such as that at Xianchi, were caused by the heavy rainfall. The aim of this paper is to acquired numerical parameters and the basic resistance model, which is beneficial to improve simulation accuracy for hazard assessment for similar to potentially dangerous hillslopes in China and elsewhere.

2014年9月1日22时,中国西南部重庆市云阳地区发生特大山体滑坡灾害,造成508人死亡,23栋建筑物受损。滑坡体包括源区 144 万立方米的物质和 40 万立方米的铲运物质。泥石流径流垂直方向延伸 400 米,水平方向延伸 1600 米。研究成果如下(1)对仙池水库滑坡进行了详细调查;(2)采用 GCTS 环剪仪对滑坡主体进行取样,并测量了剪切力和孔隙水压力参数;(3)采用数值模拟方法分析了滑坡溃决后的特征。研究认为,孔隙水压力过大和运动路径上的侵蚀是强降雨引发滑坡长程运动和规模扩大的关键原因。本文的目的是获得数值参数和基本阻力模型,这有利于提高类似于中国西南潜在山坡灾害评估的模拟精度。
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引用次数: 0
Petrogenesis of Oligocene Granitoids and its Implications on Beryllium Mineralization at Pagele, Nianqingtanggula Mountain (Central Tibet) 渐新世花岗岩的岩石成因及其对念青唐古拉山(藏中)帕格勒铍矿化的影响
IF 3.5 3区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2023-12-09 DOI: 10.1111/1755-6724.15142
Linyuan ZHANG, Zhusen YANG, Zengqian HOU, Changda WU, Chang LIU, Peiyan XU, Lankui XIE

The newly discovered Oligocene granitoids (33.1–28.7 Ma) at Pagele are magmatic rocks related to beryllium mineralization during the India–Asia late-collisional stage. This discovery provides an ideal example to study the late-collisional orogeny and beryllium prospecting in the Lhasa terrane. The Oligocene granitoids include porphyritic granodiorite, Stage I, II and III granites, and granitic pegmatite. Geochemical analysis shows that the porphyritic granodiorite is characterized by high SiO2, K2O, total ΣREE contents, and (La/Yb)N ratios; while the latter two by higher SiO2, lower ΣREE and (La/Yb)N ratios. Notably, the granitic pegmatite has extremely high Y/Ho, low K/Rb and Zr/Hf, and distinct REE tetrad effect (1.14–1.21). This study suggests that the porphyritic granodiorite may be derived from partial melting of beryllium-rich materials composed of Lhasa ancient crust (70%–80%) and enriched Lhasa lithospheric mantle (20%–30%) under the tearing subduction of Indian slab. The three-stage granites and granitic pegmatite, which contain higher beryllium contents or beryls, were likely generated by highly fractionation of the porphyritic granodioritic magma or other homologous magma. Considering the possible genetic and spatial link between Indian slab tear and rifts, we suggest that highly-fractionated granites in rifting systems represent important Be prospecting targets in the Lhasa terrane.

在帕格勒新发现的渐新世花岗岩(33.1-28.7Ma)是与印度-亚洲晚期碰撞阶段铍成矿有关的岩浆岩。这一发现为研究晚碰撞造山运动和拉萨地层的铍矿勘探提供了一个理想的实例。渐新世花岗岩包括斑状花岗闪长岩、第一、二、三期花岗岩和花岗伟晶岩。地球化学分析表明,斑状花岗闪长岩具有较高的SiO2、K2O、ΣRE总含量和(La/Yb)N比值;而后两者具有较高的SiO2、较低的ΣRE和(La/Yb)N比值。值得注意的是,花岗伟晶岩具有极高的 Y/Ho、较低的 K/Rb 和 Zr/Hf,以及明显的 REE 四元效应(1.14-1.21)。这项研究表明,斑状花岗闪长岩可能是由拉萨古地壳(70-80%)和富集的拉萨岩石圈地幔(20-30%)组成的富铍物质在印度板块撕裂俯冲作用下部分熔融而成。含铍或铍元素较高的三级花岗岩和花岗伟晶岩很可能是由斑状花岗闪长岩岩浆或其他同源岩浆高度分馏生成的。考虑到印度板裂与断裂之间可能存在的遗传和空间联系,我们认为断裂系统中的高分馏花岗岩是拉萨地层中重要的铍勘探目标。
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引用次数: 0
A Methodology of Comprehensive Quality Evaluation for the Underground Space 地下空间综合质量评估方法
IF 3.3 3区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2023-12-09 DOI: 10.1111/1755-6724.15147
Junhan GUO, Kai LIU, Yan MA
Underground space resources are very important for the purposes of urban sustainable develop Underground space resources are very important for the purposes of urban sustainable development and are an important way in which to realize three-dimensional urban development. A reasonable and scientific evaluation of underground space resources is the basis for the rational use of land resources and urban planning. On the basis of the geological conditions concerned by predecessors, this study adds the analysis of the two influencing factors of social and economic value, existing facilities and protection needs. The evaluation index is quantified, and the comprehensive quality evaluation system of underground space resources is constructed. Finally, taking Nanshan District of Shenzhen as an example, the evaluation of underground space resources is carried out. The results show that for shallow underground space, the comprehensive quality of underground space resources development in Nanshan District is generally high. Nantou, Nanshan, and Yuehai streets are recommended to actively develop underground space, and Qianhai and Houhai areas are recommended to be cautious in the development and construction of underground space. In addition, this study also provide reference for the purposes of underground space planning in Nanshan District of Shenzhen.
地下空间资源对城市可持续发展具有重要意义 地下空间资源对城市可持续发展具有重要意义,是实现城市立体发展的重要途径。合理、科学地评价地下空间资源是合理利用土地资源和进行城市规划的基础。本研究在前人关注的地质条件基础上,增加了社会经济价值、现有设施和保护需求两个影响因素的分析。量化评价指标,构建地下空间资源综合质量评价体系。最后,以深圳市南山区为例,进行了地下空间资源评价。结果表明,对于浅层地下空间,南山区地下空间资源开发综合质量总体较高。建议南头、南山、粤海街道积极开发地下空间,前海、后海地区谨慎开发建设地下空间。此外,本研究还为深圳市南山区地下空间规划提供了参考。
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引用次数: 0
A Real-time Lithological Identification Method based on SMOTE-Tomek and ICSA Optimization 基于 SMOTE-Tomek 和 ICSA 优化的实时岩性识别方法
IF 3.3 3区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2023-12-09 DOI: 10.1111/1755-6724.15144
Song DENG, Haoyu PAN, Chaowei LI, Xiaopeng YAN, Jiangshuai WANG, Lin SHI, Chunyu PEI, Meng CAI

In petroleum engineering, real-time lithology identification is very important for reservoir evaluation, drilling decisions and petroleum geological exploration. A lithology identification method while drilling based on machine learning and mud logging data is studied in this paper. This method can effectively utilize downhole parameters collected in realtime during drilling, to identify lithology in real-time and provide a reference for optimization of drilling parameters. Given the imbalance of lithology samples, the synthetic minority over-sampling technique (SMOTE) and Tomek link were used to balance the sample number of five lithologies. Meanwhile, this paper introduces Tent map, random opposition-based learning and dynamic perceived probability to the original crow search algorithm (CSA), and establishes an improved crow search algorithm (ICSA). In this paper, ICSA is used to optimize the hyperparameter combination of random forest (RF), extremely random trees (ET), extreme gradient boosting (XGB), and light gradient boosting machine (LGBM) models. In addition, this study combines the recognition advantages of the four models. The accuracy of lithology identification by the weighted average probability model reaches 0.877. The study of this paper realizes high-precision real-time lithology identification method, which can provide lithology reference for the drilling process.

在石油工程中,实时岩性识别对于储层评价、钻井决策和石油地质勘探非常重要。本文研究了一种基于机器学习和泥浆录井数据的钻井岩性识别方法。该方法能有效利用钻井过程中实时采集的井下参数,实时识别岩性,为优化钻井参数提供参考。鉴于岩性样本的不平衡,本文采用了合成少数超采样技术(SMOTE)和 Tomek 链接来平衡五种岩性的样本数量。同时,本文在原有的乌鸦搜索算法(CSA)中引入了 Tent map、基于随机对立的学习和动态感知概率,并建立了改进的乌鸦搜索算法(ICSA)。本文将 ICSA 用于优化随机森林(RF)、极随机树(ET)、极梯度提升(XGB)和光梯度提升机(LGBM)模型的超参数组合。此外,本研究还结合了四种模型的识别优势。加权平均概率模型的岩性识别准确率达到 0.877。本文的研究实现了高精度实时岩性识别方法,可为钻井过程提供岩性参考。
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引用次数: 0
Magmatic-hydrothermal Evolution and Mineralization Mechanisms of the Wangjiazhuang Cu (-Mo) Deposit in the Zouping Volcanic Basin, Shandong Province, China: Constraints from Fluid Inclusions 中国山东省邹平火山盆地王家庄铜(钼)矿床的岩浆-热液演化及成矿机制:流体包裹体的制约因素
IF 3.5 3区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2023-12-09 DOI: 10.1111/1755-6724.15145
Lei SHU, Renchao YANG, Kun SHEN, Deping YANG, Guangzhou MAO, Min LI, Pengrui LIU, Xiaodong MA

The Wangjiazhuang Cu (-Mo) deposit, located within the Zouping volcanic basin in western Shandong Province, China, is unique in this area for having an economic value. In order to expound the metallogenetic characteristics of this porphyry-like hydrothermal deposit, a detailed fluid inclusion study has been conducted, employing the techniques of representative sampling, fluid inclusion petrography, microthermometry, Raman spectroscopy, LA-ICP-MS analysis of single fluid inclusions, as well as cathode fluorescence spectrometer analysis of host mineral quartz. The deposit contains mainly two types of orebodies, i.e. veinlet-dissemination-stockwork orebodies in the K-Si alteration zone and pegmatitic-quartz sulfide veins above them. In addition, minor breccia ore occurs locally. Four types of fluid inclusions in the deposit and altered quartz monzonite are identified: L-type one- or two-phase aqueous inclusions, V-type vapor-rich inclusions with V/L ratios greater than 50%–90%, D-type multiphase fluid inclusions containing daughter minerals or solids and S-type silicate-bearing fluid inclusions containing mainly muscovite and biotite. Ore petrography and fluid inclusion study has revealed a three-stage mineralization process, driven by magmatic-hydrothermal fluid activity, as follows. Initially, a hydrothermal fluid, separated from the parent magma, infiltrated into the quartz monzonite, resulting in its extensive K-Si alteration, as indicated by silicate-bearing fluid inclusions trapped in altered quartz monzonite. This is followed by the early mineralization, the formation of quartz veinlets and dissemination-stockwork ores. During the main mineralization stage, due to the participation and mixing of meteoric groundwater with magmatic-sourced hydrothermal fluid, the cooling and phase separation caused deposition of metals from the hydrothermal fluids. As a result, the pegmatitic-quartz sulfide-vein ores formed. In the late mineralization stage, decreasing fluid salinity led to the formation of L-type aqueous inclusions and chalcopyrite-sulfosalt ore. Coexistence of V-type and D-type inclusions and their similar homogenization temperatures with different homogenization modes suggest that phase separation or boiling of the ore-forming fluids took place during the early and the main mineralization stages. The formation P-T conditions of S-type inclusions and the early and the main mineralization stages were estimated as ca. 156–182 MPa and 450–650°C, 350–450°C, 18–35 MPa and 280–380°C, 8–15 MPa, respectively, based on the microthermometric data of the fluid inclusions formed at the individual stages.

王家庄铜(钼)矿床位于中国山东省西部的邹平火山盆地内,是该地区迄今为止发现的唯一一个具有经济价值的矿床。为了阐明该斑岩型热液矿床的成矿特征,我们采用代表性取样、流体包裹体岩相学、微热学、拉曼光谱、单个流体包裹体的 La-ICP-Ms 分析以及主矿物石英的阴极荧光光谱仪分析等技术,对该矿床进行了详细的流体包裹体研究。该矿床主要包含两种类型的矿体,即 K-Si 蚀变带中的细脉-浸染-细块矿体和其上的伟晶岩-石英硫化物矿脉。此外,局部地区还有少量角砾岩矿。矿床和蚀变石英单斜岩中的流体包裹体有四种类型:L型单相或两相水性包裹体、V型富含蒸汽包裹体(V/L比大于50-90%)、D型多相流体包裹体(含子矿物或固体)以及S型含硅酸盐流体包裹体(主要含褐铁矿和斜长石)。矿石岩相学和流体包裹体研究显示,岩浆-热液活动驱动的成矿过程分为以下三个阶段。最初,从母体岩浆中分离出来的热液渗入石英单斜岩,导致石英单斜岩发生广泛的钾硅蚀变,蚀变石英单斜岩中夹杂的含硅酸盐的流体包裹体表明了这一点。随后是早期矿化,形成石英细脉和浸染状岩柱矿石。在主要成矿阶段,由于陨石地下水与岩浆源热液的参与和混合,冷却和相分离导致热液中的金属沉积。因此形成了伟晶岩-石英硫化脉矿石。在成矿后期,流体盐度的降低导致了 L 型水包裹体和黄铜矿-硫化矿的形成。V 型包裹体和 D 型包裹体的共存以及它们相似的均化温度和不同的均化模式表明,成矿流体在早期和主要成矿阶段曾经发生过相间分离或沸腾。根据各阶段形成的流体包裹体的微测温数据,推算出S型包裹体的形成P-T条件以及早期和主要成矿阶段的P-T条件分别约为156 ∼ 182 MPa和450 ∼ 650 °C、350 ∼ 450 °C、18 ∼ 35 MPa和280 ∼ 380 °C、8 ∼ 15 MPa。
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