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Study of hydrochemical and geochemical characteristics and solute fluxes in Upper Ganga Basin, India 印度恒河上游盆地水化学、地球化学特征及溶质通量研究
Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2022-12-01 DOI: 10.1016/j.jaesx.2022.100108
M.K. Sharma, Pradeep Kumar, Parul Prajapati, Kunarika Bhanot, Udita Wadhwa, Garima Tomar, Rakesh Goyal, Beena Prasad, Babita Sharma

Himalayan rivers are considered the most sensitive of all the ecosystems to the impact of climate change. In the present investigation, hydrochemical processes controlling the meltwater chemistry of the rivers Bhagirathi, Alaknanda and Ganga in the Upper Ganga Basin, India have been studied simultaneously creating a large database for the first time. For this purpose, an extensive water quality assessment in Upper Ganga Basin has been carried out by collecting water samples from all three rivers on monthly basis from September 2016 to May 2018 and analysing these samples for hydro-chemical parameters. Hydro-chemical characteristics revealed that sulphide oxidation and carbonation- the two proton producing reactions govern the chemical weathering processes pertaining in the rivers. One of the most peculiar findings of the study is the dominance of carbonate dissolution in the whole stretch of River Alaknanda, while the dominance of sulphide oxidation in River Bhagirathi upto Dabrani revealing the continuum of Gangotri glacial processes followed by carbonate dissolution upto Haridwar. The principal component analysis further supports this weathering process in the basin.

喜马拉雅河流被认为是所有生态系统中对气候变化影响最敏感的。在本研究中,对印度恒河上游流域的Bhagirathi、Alaknanda和Ganga河的水化学过程进行了研究,并首次建立了一个大型数据库。为此,从2016年9月至2018年5月,通过每月收集所有三条河流的水样并分析这些样品的水化学参数,对恒河上游流域进行了广泛的水质评估。水化学特征表明,硫化物氧化和碳酸化这两种质子生成反应控制着河流的化学风化过程。该研究最奇特的发现之一是,阿拉克南达河的整个河段以碳酸盐溶蚀为主,而巴吉拉蒂河至达布拉尼的河段以硫化物氧化为主,揭示了甘戈特里冰川过程的连续体,随后是碳酸盐溶蚀,一直持续到哈里德瓦尔。主成分分析进一步支持了盆地的风化过程。
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引用次数: 4
Fault associated with the 1967 M 6.3 Koyna earthquake, India: A review of recent studies and perspectives for further probing 与1967年印度6.3级科伊纳地震有关的断层:近期研究综述和进一步探测的前景
Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2022-12-01 DOI: 10.1016/j.jaesx.2022.100123
Kunal Modak, Sunil Rohilla, Nagaraju Podugu , Deepjyoti Goswami, Sukanta Roy

The Koyna region in western India, characterized by recurrent seismic activity over more than five decades and confined largely within a 20 km × 30 km area and ∼10 km in depth, is a classical site to study earthquake processes. The largest earthquake in the region, the M 6.3 Koyna earthquake of December 1967, formed a ∼NNE-SSW trending surface rupture, known as Donichawadi fissure zone. The fissure zone, mapped originally over a length of ∼4 km and width of ∼200 m between Nanel and Kadoli by the Geological Survey of India (GSI) in the wake of the earthquake, comprises en-echelon fractures, near-vertical fissures, oblique or diagonal tensional cracks, mole tracks, soil lumps and laterite boulders in paddy cultivated land. We review the Donichawadi fissure zone in the light of extensive seismological data acquired in the past five decades, surface mapping studies, recent geophysical studies, soil-gas helium studies over the fissure zone during 1996–1997, chemical and noble gas isotope compositions of formation gases, and subsurface fracture data from downhole image logs in a 3 km - deep scientific borehole drilled in 2017. Integration of the datasets provide clinching evidence that the Donichawadi fissure zone is the surface manifestation of a deeper crustal fault (referred as Donichawadi fault) that has been active for more than 55 years and yield critical new insights on the geometry, distribution and possible subsurface disposition of the fissures and the associated fractures in the subsurface. We conclude that the Donichawadi fault offers a potential target for further deep probing through scientific drilling, downhole measurements and long-term monitoring to gain new insights into the genesis of triggered earthquakes in the area.

印度西部的Koyna地区在过去的50多年里,地震活动频繁,主要局限在20公里× 30公里的区域内,深度约10公里,是研究地震过程的经典地点。该地区最大的地震是1967年12月发生的6.3级Koyna地震,形成了一个朝NNE-SSW方向的地表破裂,称为Donichawadi裂缝带。地震发生后,印度地质调查局(GSI)在Nanel和Kadoli之间最初绘制了长约4公里、宽约200米的裂缝带,包括阶梯式裂缝、近垂直裂缝、倾斜或对角张拉裂缝、鼹鼠径迹、土块和水稻耕地中的红土巨石。我们根据过去50年获得的大量地震数据、地面测绘研究、最近的地球物理研究、1996-1997年裂缝带的土壤-气氦研究、地层气体的化学和稀有气体同位素组成,以及2017年钻探的3公里深科学钻孔的井下图像测井数据,对Donichawadi裂缝带进行了回顾。数据集的整合提供了确凿的证据,表明Donichawadi断裂带是一个更深的地壳断层(称为Donichawadi断层)的地表表现,该断层已经活跃了55年以上,并对裂缝的几何形状、分布和可能的地下分布以及地下相关裂缝提供了重要的新见解。我们的结论是,通过科学钻探、井下测量和长期监测,Donichawadi断层为进一步深入探测提供了一个潜在的目标,以获得对该地区触发地震成因的新见解。
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引用次数: 1
Meta-bauxite deposit in the Tavşanlı Zone, NW Turkey: A new locality for gem-quality diaspore formation 土耳其西北部Tavşanlı区的变质铝土矿:宝石级一水硬铝石形成的新地点
Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2022-12-01 DOI: 10.1016/j.jaesx.2022.100114
İbrahim Gündoğan

The tectonic units of Sakarya Zone (Pontides) and Tavşanlı Zone (Anatolides) are exposed in the Mihalıççık area of central Anatolia. A Cretaceous accretionary complex that forms the İzmir-Ankara-Erzincan suture zone separates the units. Within this region, the Tavşanlı Zone is made up of a coherent series and tectonically overlying late Cretaceous mélange, which has undergone blueschist facies metamorphism. Coherent series consist of strongly retrogressed schists and conformably overlying platform-type thick marbles, known as the İnönü marbles.

The İnönü marbles contain meta-bauxite lenses in the lower levels, which can be classified as karstic bauxites deposited in the karst holes within the original limestone. Considering the general stratigraphy of the Tavşanlı Zone, a middle Jurassic age can be envisaged for the bauxite formation. Geochemical data suggest that the bauxites were largely derived from redeposited argillic sediments, with minor and variable inputs from the weathering of intermediate to acidic rock. The mineral assemblage of the meta-bauxite consists of diaspore, chloritoid, muscovite, paragonite, Al-spinel (hercynite), magnetite, hematite and ilmenite. In addition, apatite, rutile, monazite, xenotime and zircon occur as accessory minerals. Limonite, goethite, akaganeite and kaolinite also formed during the latest stage of alteration. P-T conditions for the meta-bauxites are estimated as 20–27 kbar and 330–470 °C that are indicative of formation under high-P / low-T blueschist facies conditions.

The meta-bauxites are cut by veins of diaspore, muscovite-paragonite, goethite, calcite and ankerite, and include gem-quality diaspore crystals up to 6 cm long. Textural evidence indicates that the diaspore formation is related to the extraction of aluminium from the meta-bauxite body and migration of Al-rich fluids into the shear zones during the last stage of the high-P metamorphism. During exhumation of the Tavşanlı Zone, these veins were brecciated by brittle deformation and the fractured minerals were cemented by granoblastic calcite and ankerite during the latest stage of the vein formation.

在安纳托利亚中部Mihalıççık地区暴露出Sakarya带(Pontides)和tav anlul带(Anatolides)的构造单元。形成İzmir-Ankara-Erzincan缝合带的白垩纪增生复合体将这些单元分开。在该区内,塔夫安尔基带是由一个连贯的系列组成,构造上覆于晚白垩世的岩系之上,并经历了蓝片岩相变质作用。相干系列由强烈退退的片岩和整合上覆的台地型厚大理岩组成,称为İnönü大理岩。İnönü大理岩下部含有超铝土矿透镜体,可归类为沉积在原灰岩岩溶孔洞中的岩溶铝土矿。考虑到tav安尔基带的一般地层,可以设想铝土矿形成于中侏罗世。地球化学资料表明,铝土矿主要来源于再沉积的泥质沉积物,中酸性岩石的风化作用对铝土矿的影响较小。变质铝土矿矿物组合由一水硬铝石、绿绿石、白云母、paragonite、铝尖晶石(铝尖晶石)、磁铁矿、赤铁矿和钛铁矿组成。此外,辅矿物还有磷灰石、金红石、独居石、xenotime和锆石。最后蚀变阶段还形成了褐铁矿、针铁矿、赤线铁矿和高岭石。变质铝土矿的P-T条件估计为20 ~ 27 kbar,温度为330 ~ 470℃,表明其形成于高p /低t蓝片岩相条件下。异铝土矿由一水硬铝石、白云母-paragonite、针铁矿、方解石和铁白云石的矿脉切割而成,包括长达6厘米的宝石级一水硬铝石晶体。结构证据表明,一水硬铝石的形成与高磷变质末期铝土矿体中铝的萃取和富铝流体向剪切带的运移有关。在tavanlol带的发掘过程中,这些矿脉在形成后期被脆性变形角化,破碎的矿物被花岗方解石和铁白云石胶结。
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引用次数: 0
Geochemistry and Sr-Nd isotopic studies of Precambrian gneisses from central Aravalli Craton, NW India: Implications for crustal evolution and reworking 印度中部Aravalli克拉通前寒武纪片麻岩地球化学和Sr-Nd同位素研究:地壳演化和改造意义
Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2022-12-01 DOI: 10.1016/j.jaesx.2022.100125
Ismail Samiullah Hamidullah , Md. Erfan Ali Mondal , Iftikhar Ahmad , Waliur Rahaman , Jitendra Kumar Dash

The Aravalli Craton of the Indian shield constitutes heterogeneous basement lithologies (Banded Gneissic Complex; BGC), and among them, the granitoids are the most voluminous lithology. The BGC comprises two lithotectonic units, viz., BGC-I and BGC-II. The BGC-II has been further classified as amphibolite facies Mangalwar and granulite facies Sandmata Complexes. In the present study, the gneisses of the Mangalwar Complex are geochemically categorized into (i) low-and high-pressure sodic gneisses and (ii) potassic gneisses. The sodic gneisses are metaluminous and characterized by high Sr/Y and LaN/YbN ratios; and exhibit subduction-related negative anomalies of Nb and Ti. The εNd (t = 2992 Ma) ranges from +2.3 to +3.1, with an average Nd-depleted mantle model age (TDM) of 3.06 Ga. The whole-rock Sm-Nd isochron age is ∼3.0 Ga (2992 ± 340 Ma). Genetically, the sodic gneisses originated from the melting of an enriched precursor (oceanic plateau) in an arc environment. These gneisses show strong correlations with the gneisses from BGC-I depicting similar geochemical signatures. In contrast, the potassic gneisses are characterized by slightly higher SiO2 along with high K2O and high large-ion lithophile elements and negative Eu anomalies along with negative εNd (t = 1.7 Ga) (−13.2 to −3.9), higher initial 87Sr/86Sr isotopic ratios and average TDM = 2.87 Ga. These geochemical features of the potassic gneisses indicate that they were derived from the reworking of the pre-existing TTG-like (sodic gneisses) crust during the Paleoproterozoic Era.

印度盾构的Aravalli克拉通构成非均质基底岩性(带状片麻岩杂岩;其中,花岗岩类是体积最大的岩性。BGC包括两个岩石构造单元,即BGC- i和BGC- ii。BGC-II进一步划分为角闪岩相Mangalwar和麻粒岩相砂砾岩杂岩。本研究将曼加尔瓦尔杂岩的片麻岩地球化学分类为(1)低压高压钠质片麻岩和(2)钾质片麻岩。钠质片麻岩具有较高的Sr/Y和LaN/YbN比值;并表现出与俯冲有关的Nb和Ti负异常。εNd (t = 2992 Ma)变化范围为+2.3 ~ +3.1,平均nd -贫地幔模式年龄(TDM)为3.06 Ga。全岩Sm-Nd等时年龄为~ 3.0 Ga(2992±340 Ma)。从遗传学上讲,钠质片麻岩起源于弧环境中富集前体(海洋高原)的熔融作用。这些片麻岩与BGC-I的片麻岩具有较强的相关性,具有相似的地球化学特征。钾质片麻岩具有略高的SiO2、高K2O和高大离子亲石元素、负Eu异常和负εNd (t = 1.7 Ga)(- 13.2 ~ - 3.9)、较高的初始87Sr/86Sr同位素比和平均TDM = 2.87 Ga的特征。这些钾质片麻岩的地球化学特征表明,钾质片麻岩是由古元古代已有的ttg类(钠质片麻岩)地壳改造而成的。
{"title":"Geochemistry and Sr-Nd isotopic studies of Precambrian gneisses from central Aravalli Craton, NW India: Implications for crustal evolution and reworking","authors":"Ismail Samiullah Hamidullah ,&nbsp;Md. Erfan Ali Mondal ,&nbsp;Iftikhar Ahmad ,&nbsp;Waliur Rahaman ,&nbsp;Jitendra Kumar Dash","doi":"10.1016/j.jaesx.2022.100125","DOIUrl":"10.1016/j.jaesx.2022.100125","url":null,"abstract":"<div><p>The Aravalli Craton of the Indian shield constitutes heterogeneous basement lithologies (Banded Gneissic Complex; BGC), and among them, the granitoids are the most voluminous lithology. The BGC comprises two lithotectonic units, viz., BGC-I and BGC-II. The BGC-II has been further classified as amphibolite facies Mangalwar and granulite facies Sandmata Complexes. In the present study, the gneisses of the Mangalwar Complex are geochemically categorized into (i) low-and high-pressure sodic gneisses and (ii) potassic gneisses. The sodic gneisses are metaluminous and characterized by high Sr/Y and La<sub>N</sub>/Yb<sub>N</sub> ratios; and exhibit subduction-related negative anomalies of Nb and Ti. The ε<sub>Nd</sub> (t = 2992 Ma) ranges from +2.3 to +3.1, with an average Nd-depleted mantle model age (T<sub>DM</sub>) of 3.06 Ga. The whole-rock Sm-Nd isochron age is ∼3.0 Ga (2992 ± 340 Ma). Genetically, the sodic gneisses originated from the melting of an enriched precursor (oceanic plateau) in an arc environment. These gneisses show strong correlations with the gneisses from BGC-I depicting similar geochemical signatures. In contrast, the potassic gneisses are characterized by slightly higher SiO<sub>2</sub> along with high K<sub>2</sub>O and high large-ion lithophile elements and negative Eu anomalies along with negative ε<sub>Nd</sub> (t = 1.7 Ga) (−13.2 to −3.9), higher initial <sup>87</sup>Sr/<sup>86</sup>Sr isotopic ratios and average T<sub>DM</sub> = 2.87 Ga. These geochemical features of the potassic gneisses indicate that they were derived from the reworking of the pre-existing TTG-like (sodic gneisses) crust during the Paleoproterozoic Era.</p></div>","PeriodicalId":37149,"journal":{"name":"Journal of Asian Earth Sciences: X","volume":"8 ","pages":"Article 100125"},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2590056022000469/pdfft?md5=d675c09ab4a6f7e9144013dbc2a8bb19&pid=1-s2.0-S2590056022000469-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48552647","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Potential seismicity by impoundment of the Baihetan Reservoir, Xiaojiang Fault Zone, Southwest China 西南小江断裂带白鹤滩水库蓄水潜在地震活动
Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2022-12-01 DOI: 10.1016/j.jaesx.2022.100106
Tiantian Dou, Huihong Cheng, Huai Zhang, Yaolin Shi

Baihetan reservoir, the second-largest hydropower station in China, is located at the east boundary of the Sichuan-Yunnan block, one of the most seismic active zones in continental China. Many studies have shown that the potential risk of reservoir-induced seismicity will ramp up when the crustal stress field is remarkably perturbed following its impoundment. In this work, based on the fully-coupled poroelastic theory, we built models with different parameters to quantitatively analyze the displacement and stress field changes caused by the Baihetan reservoir impoundment. The preliminary results show that the maximum subsidence reaches about 0.3 m, and the stress change is about 0.4 MPa at 5 km after five years of impoundment. Most strikingly, we find a significant increase of Coulomb Failure Stress Change (ΔCFS) on the fault planes at the vicinities of the surrounding Xiaojiang Fault, Daliangshan Fault, and Lianfeng Fault, suggesting high reservoir induced seismicity risks. However, the occurrence of induced/triggered earthquakes is not only related to the regional tectonic loading, but also the rock strength. Moreover, the reservoir water level rise rate will lead to different spatial–temporal patterns of the induced micro-seismicity, however, this difference will gradually disappear as the reservoir continues to operate, and the large earthquake is mainly affected by geological tectonics.

白鹤滩水库是中国第二大水电站,位于四川-云南地块的东部边界,是中国大陆地震最活跃的地区之一。许多研究表明,当水库蓄水后地壳应力场受到显著扰动时,水库诱发地震活动的潜在风险将增加。本文基于全耦合孔隙弹性理论,建立了不同参数的模型,定量分析了白鹤滩水库蓄水引起的位移和应力场变化。初步结果表明,蓄水5年后最大沉降量约为0.3 m, 5 km处应力变化约为0.4 MPa。在小江断裂带、大梁山断裂带和联峰断裂带附近,库仑破坏应力变化(ΔCFS)显著增加,表明储层诱发地震危险性高。然而,诱发地震的发生不仅与区域构造荷载有关,还与岩石强度有关。此外,水库水位上升速率会导致诱发微震活动的时空差异,但随着水库持续运行,这种差异会逐渐消失,大地震主要受地质构造的影响。
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引用次数: 1
Concealed anatomy and new geological features beneath desert areas of NW India – Constrained from high resolution aero-geophysical data 印度西北部沙漠地区隐藏的解剖结构和新的地质特征——来自高分辨率航空地球物理数据的约束
Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2022-12-01 DOI: 10.1016/j.jaesx.2022.100126
Debojit Talukdar , Ashish Kumar Raul , Ch Ravi Kumar , Antony Selinraj , Niroj Kumar Sarkar , Bijay Kumar Sahu , Manoranjan Mohanty , K.V. Maruthi

The vast swathe of area in the Trans-Aravalli region between the western part of the South Delhi Fold Belt and eastern part of the Barmer basin, north-western India exhibits limited geological information due to thick sand cover of the Thar Desert. The present study is to unravel the hidden architecture of the above area using recently acquired high-resolution aero-magnetic data. Here, our interpreted results brought out a buried ring structure in the northern part and NW-SE trending constellation of linear magnetic highs in the southern part. Considering the regional geological milieu, our study correlates the buried ring structure with a possible remnant volcanic cone of the Neoproterozoic silicic Malani Large Igneous Province. Secondly, the significant NW-SE trending linear magnetic highs in the south possibly represents a humongous dyke swarm activity, facilitated by the intricate network of fractures. The orientation of these magnetic linear are conspicuously similar with the Deccan linked Sarnu-Dandali dykes and regional Barmer-Cambay rift system. The northwestern portion of study area displays high magnetic and gravity responses of long wavelength features indicating crustal heterogeneity. The study for the first time documents two concealed structures, which may hold a link of Neoproterozoic Malani and Mesozoic Deccan magmatic pulses.

位于南德里褶皱带西部和巴默盆地东部之间的跨阿拉瓦利地区的大片地区,印度西北部由于塔尔沙漠的厚沙覆盖,地质信息有限。目前的研究是利用最近获得的高分辨率航磁数据来揭示上述区域的隐藏结构。在此,我们的解释结果揭示了北部的埋藏环结构和南部的NW-SE向线状磁高星座。结合区域地质环境,认为该隐伏环状构造可能与新元古代马拉尼大火成岩省的残余火山锥有关。其次,南部显著的NW-SE向线性磁高可能代表了一个巨大的岩脉群活动,这是由复杂的裂缝网络促成的。这些磁力线的走向与德干连接的萨尔努-丹德里岩脉和区域巴默-坎贝裂谷系明显相似。研究区西北部表现出高的长波长磁重响应特征,表明地壳非均质性。该研究首次记录了两个隐伏构造,它们可能具有新元古代马拉尼和中生代德干岩浆脉冲的联系。
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引用次数: 1
Spinel crystals in mantle ultramafic xenoliths as the source of P-T conditions of alteration above the magma chamber beneath the Avacha Volcano (Kamchatka) 地幔超镁铁质捕虏体中的尖晶石晶体是Avacha火山(堪察加半岛)下方岩浆室上方P-T蚀变条件的来源
Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2022-12-01 DOI: 10.1016/j.jaesx.2022.100119
Viktor Sharapov , Yuri Semenov , Grigory Kuznetsov , Anatoly Boguslavsky

This study focuses on the ability of spinel crystals in ultramafic xenoliths, like zircon, to store the primary composition and structure when exposed to magma fluid flows or the thermal heating of ultramafic fragments in magma flows during volcanic eruptions. Mantle ultramafic rock xenoliths from explosives of the Avacha Volcano in Kamchatka have different facies of their metasomatic changes above the magma chamber. An alternative hypothesis of their source is from fragments of layered mafic intrusions containing spinels, which store initial petrogenetic records of the original magma melt. Experiments were conducted to prove this idea using a Budker Institute of Nuclear Physics (INP SB RAS) unit. Large scales of change in the composition and structure of spinel crystals were caused by the hot fluids from melted xenolith sites.

本研究的重点是超镁铁质捕虏体中的尖晶石晶体,如锆石,在暴露于岩浆流体流动或火山爆发期间岩浆流动中超镁铁质碎片的热加热时储存主要成分和结构的能力。堪察加阿瓦恰火山炸药幔超铁质岩石包体在岩浆室上方有不同的交代变化相。另一种关于它们来源的假设是来自含有尖晶石的层状基性侵入体碎片,尖晶石储存了原始岩浆融化的初始岩石成因记录。利用Budker核物理研究所(INP SB RAS)的装置进行了实验来证明这一想法。尖晶石晶体组成和结构的大尺度变化是由熔解的捕虏体部位的热流体引起的。
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引用次数: 0
Early detection of earthquake magnitude based on stacked ensemble model 基于叠加系综模型的地震震级早期检测
Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2022-12-01 DOI: 10.1016/j.jaesx.2022.100122
Anushka Joshi, Chalavadi Vishnu, C Krishna Mohan

A new machine learning model, named, EEWPEnsembleStack has been developed for predicting the magnitude of the earthquake from a few seconds of recorded ground motion after the arrival of the P phase. The testing and training dataset consists of 2360 and 591 strong-motion records from central Japan recorded by the Kyoshin Network. Eight parameters that are well correlated with the magnitude have been used for training and testing of the model. Feature ablation study using several models shows that a minimum mean absolute error of 0.42 has been obtained for the case when the model has been trained by using all parameters rather than by a single parameter. The model ablation study indicates that among all individually trained single models, the minimum error has been obtained for a Decision Tree regression model. However, the error is minimized when all machine learning models have been together utilized in the EEWPEnsembleStack model for the training purposes. The EEWPEnsembleStack model has been used to predict a 6.3 magnitude earthquake by using its 21 records from various stations that lie within 50 to 150 km epicentral distance. The predicted magnitude from the developed model using weighted magnitude prediction is obtained as 6.4, which is close to the actual magnitude. The comparison of the predicted magnitude of this earthquake from the developed model with that predicted by using popular τc and Pd methods clearly indicates the suitability of the developed machine learning model over other conventional models.

一种名为EEWPEnsembleStack的新机器学习模型已经被开发出来,用于从P相到达后的几秒钟记录的地面运动中预测地震的震级。测试和训练数据集由京信网络记录的2360条和591条来自日本中部的强震记录组成。8个与震级相关的参数被用于模型的训练和测试。使用多个模型进行特征消融研究表明,使用所有参数而不是单一参数训练模型时,获得了最小的平均绝对误差0.42。模型消融研究表明,在所有单独训练的单一模型中,决策树回归模型的误差最小。然而,当所有的机器学习模型都在EEWPEnsembleStack模型中用于训练目的时,误差最小。EEWPEnsembleStack模型已被用于预测6.3级地震,该模型使用了位于震中距离50至150公里范围内的不同台站的21条记录。利用加权震级预测模型预测的震级为6.4,与实际震级较为接近。将所建立的模型预测的震级与常用的τc和Pd方法预测的震级进行比较,清楚地表明所建立的机器学习模型比其他传统模型更适合。
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引用次数: 22
Seismological and InSAR based investigations to characterise earthquake swarms in Jamnagar, Gujarat, India – An active intraplate region 印度古吉拉特邦贾姆纳格尔地震群特征的地震学和InSAR调查——一个活跃的板内区域
Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2022-12-01 DOI: 10.1016/j.jaesx.2022.100118
G. Srijayanthi , R.S. Chatterjee , Charu Kamra , Mamta Chauhan , Sumer Chopra , Santosh Kumar , Prakash Chauhan , Harsh Limbachiya , P.K. Champati Ray

A swarm type of seismic activity started near Khankotda and Matwa villages in the Jamnagar district in the middle of September 2019. 76 earthquakes belonging to this activity were well recorded and located by the network operated by the Institute of Seismological Research. The general trend of the 2019 swarm earthquakes is NW-SE, in conformity with the strike of the local lineaments and dykes. This swarm is not associated with any major faults in the region (the region is devoid of any major mapped faults), the closest being the ENE-WSW oriented North Kathiawar Fault, ∼60 km north of it. The epicentres of the 2019 swarm are in the proximity to the swarms that occurred in 2006 and 2007. Akin to the previous swarms in this region, the current one also appears to be triggered following the heavy rainfall. The focal mechanisms of 11 M > 3 earthquakes in this swarm are determined. The mechanisms reveal a reverse regime with ESE-WNW strike. We also used the Differential Interferometric Synthetic Aperture Radar (DInSAR) technique to map the surface deformation in the affected area. An uplift of ∼1.1 to 5.3 mm is noticed to the north of an ESE-WNW trending local lineament in the vicinity of the swarms with subtle fluctuations (ups and downs) during September to December 2019, which gradually stabilised. The seismicity pattern, focal mechanisms and surface deformation lead us to interpret this lineament as the seismogenic fault, which generated this swarm activity.

2019年9月中旬,贾姆讷格尔地区的Khankotda村和Matwa村附近开始发生群震活动。地震研究所运行的台网对属于该活动的76次地震进行了很好的记录和定位。2019年群震总体走向为北西-东西,与局地地貌和堤防走向一致。这个群与该地区的任何主要断层都没有联系(该地区没有任何主要的断层),最近的是在其北部约60公里处的ENE-WSW取向的北Kathiawar断层。2019年蝗群的震中靠近2006年和2007年发生的蝗群。与该地区之前的蝗灾类似,这次蝗灾似乎也是由强降雨引发的。11 M >的焦点机制;在这个群中确定了3次地震。机制揭示了东南-西北向走向的反向机制。我们还使用差分干涉合成孔径雷达(DInSAR)技术绘制了受影响区域的地表变形图。在2019年9月至12月期间,在蝗群附近的东南-西西北向局地线北部,出现了约1.1至5.3毫米的隆起,并出现了细微的波动(起伏),随后逐渐稳定下来。地震活动性模式、震源机制和地表变形使我们将该剖面解释为发震断层,产生了这次群震活动。
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引用次数: 2
A GIS-based assessment of active tectonics from morphometric parameters and geomorphic indices of Assam Region, India 基于gis的印度阿萨姆地区活动构造的形态参数和地貌指数评价
Q3 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2022-12-01 DOI: 10.1016/j.jaesx.2022.100115
Laxmi Gupta , Navdeep Agrawal , Jagabandhu Dixit , Subashisa Dutta

Assam region is mainly formed by the deposit and erosion process of the Brahmaputra River. The frequency of seismic events results in landform deformation, which highly influences the drainage basin pattern and causes drainage anomalies, having a subsequent effect on the flood distribution pattern. In the present study, morphometric parameters and geomorphic indices for the Assam region are derived from SRTM DEM data of 30 m resolution using GIS to characterize the tectonic activity, which in turn influences the drainage pattern. The indices are classified into three tectonic activity classes, and the average of the classes is combined to generate the indices of relative active tectonics (IRAT). The four classes of IRAT are defined for the study area as (i) very high; Class 1 (1.57–1.80), (ii) high; Class 2 (1.81–2.06), (iii) moderate; Class 3 (2.07–2.26), and (iv) low; Class 4 (2.27–2.30). Class 1 corresponds to basins 1 and 6. Basins 2, 4, and 5 fall under Class 2. Class 3 consists of basins 7, 8, and 9, and Class 4 comprises basins 3 and 10. Results show that most of the study area lies in very high to moderate active tectonic zones and the identified zones are consistent with significant faults and thrusts present in the basins. The combined approach of GIS-based morphometric and geomorphic study allows for identifying deformed landforms resulting from active tectonics. The results can also be employed for the development of watershed management and sustainable land use planning.

阿萨姆邦地区主要由布拉马普特拉河的沉积和侵蚀过程形成。地震事件的频率导致地形变形,对流域格局产生很大影响,并导致流域异常,进而影响洪水分布格局。在本研究中,阿萨姆邦地区的地貌参数和地貌指数是从30米分辨率的SRTM DEM数据中得出的,使用GIS来表征构造活动,而构造活动反过来又影响排水模式。将这些指数分为三个构造活动类别,并将这些类别的平均值组合起来生成相对活动构造指数(IRAT)。研究区域的四类IRAT被定义为(i)非常高;1级(1.57–1.80),(ii)高;2级(1.81-2.06),(iii)中度;3级(2.07–2.26),和(iv)低;第4类(2.27–2.30)。第1类对应盆地1和6。盆地2、4和5属于第2类。第3类包括盆地7、8和9,第4类包括盆地3和10。结果表明,研究区大部分位于非常高至中等程度的活动构造带,所确定的构造带与盆地中存在的重要断层和冲断层一致。基于地理信息系统的地貌测量和地貌研究相结合的方法可以识别由活动构造引起的变形地貌。研究结果也可用于流域管理和可持续土地利用规划的发展。
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引用次数: 0
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Journal of Asian Earth Sciences: X
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