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Application and improvement of soil spatial distribution mapping using advanced modelling techniques 先进建模技术在土壤空间分布制图中的应用与改进
IF 1.3 4区 地球科学 Q3 GEOLOGY Pub Date : 2020-02-18 DOI: 10.4154/gc.2020.01
Jasminka Alijagić, R. Šajn
The main purpose of this contribution is to develop  realistic prediction digital soil maps in order to increase their visuality, and to evaluate and compare the performance of different modeling techniques: a) Kriging, b) Artificial Neural Network – Multilayer Perceptron (ANN-MLP) and c) Multiple Polynomial Regressions (MPR). The following  criteria were used to determine selection of the testing site for the modeling: (1) intensive metal ore mining and metallurgical processing; (2) geomorphological natural features; (3) regular geological setting, and (4) the remaining minefields. The success of Digital Soil Mapping and the plausibility of prediction maps increases with the availability of spatial data, the availability of computing power for processing data, the development of data-mining tools, geographical information systems (GIS) and numerous applications beyond geostatistics. Advanced prediction modeling techniques, ANN-MLP and MPR include geospatial parameters sourced from Digital Elevation Models (DEM), land use and remote sensing, applied in combination with costly and time-consuming soil measurements, developed and finally incorporated into the models of spatial distribution in the form of 2D or 3D maps. Innovative approaches to modeling assist us in the reconstruction of different processes that impact the entire study area, simultaneously. This holistic approach represents a novelty in contamination mapping and develops prediction models to help in the reconstruction of main distribution pathways, to assess the real size of the affected area as well as improving the data interpretation.
这一贡献的主要目的是开发逼真的预测数字土壤图,以提高其可视化程度,并评估和比较不同建模技术的性能:a)克里格,b)人工神经网络-多层感知器(ANN-MLP)和c)多重多项式回归(MPR)。以下标准用于确定建模试验场地的选择:(1)密集的金属矿开采和冶金加工;(2) 地貌自然特征;(3) 常规地质环境,以及(4)剩余雷区。随着空间数据的可用性、处理数据的计算能力、数据挖掘工具、地理信息系统(GIS)的发展以及地质统计学之外的众多应用,数字土壤测绘的成功和预测图的合理性不断提高。先进的预测建模技术,ANN-MLP和MPR包括来自数字高程模型(DEM)、土地利用和遥感的地理空间参数,结合成本高昂且耗时的土壤测量,开发并最终以2D或3D地图的形式纳入空间分布模型。创新的建模方法有助于我们重建同时影响整个研究领域的不同过程。这种整体方法代表了污染绘图的新颖性,并开发了预测模型,以帮助重建主要分布路径,评估受影响区域的实际规模,并改进数据解释。
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引用次数: 3
Comprehensive characterization of bentonites from Croatia and neighboring countries 克罗地亚及周边国家膨润土的综合表征
IF 1.3 4区 地球科学 Q3 GEOLOGY Pub Date : 2020-02-18 DOI: 10.4154/gc.2020.02
Zvonka Gverić, D. Hanzel, Š. Kampić, A. Pleša, D. Tibljaš
Bentonites are an important industrial resource and are also interesting from the mineralogical point of view. The main component of bentonites is a mineral from the smectite group in which chemical and structural variations, influencing bentonite properties, provide a great deal of interesting research topics. The aim of this study was to better describe bentonites from 11 known deposits from Croatia and neighbouring countries: Bednja, Bunaric, Draga, Divoselo, Sjenicak, Paripovac, Loncarski Vis and Poljanska Luka (Croatia), Zaloska Gorica (Slovenia), Sipovo (Bosnia and Herzegovina) and Vranjska Banja (Serbia). Thirteen samples were analysed using several available techniques in order to obtain the data necessary for currently accepted bentonite classification. The mineralogical composition was analysed using XRD and FTIR, and crystallo-chemical properties were investigated by thermal analysis, CEC determination with ammonium index cations, chemical analyses (ICP-AES and ICP-MS) and Mossbauer spectroscopy. The results showed that the main mineral constituent of most local bentonite deposits is a Fe-poor smectite, with a predominantly medium layer charge mostly as a result of octahedral substitutions, with calcium or sodium cations occupying the interlayer. Nevertheless, the variations between samples are prominent enough to provide a good overview of the range of crystallo-chemical properties which exist in different smectites resulting in varying bentonite properties.
膨润土是一种重要的工业资源,从矿物学的角度来看也很有趣。膨润土的主要成分是蒙脱石组分中的一种矿物,其化学和结构变化对膨润土性能的影响提供了许多有趣的研究课题。本研究的目的是更好地描述克罗地亚及其邻国11个已知矿床的膨润土:Bednja、Bunaric、Draga、Divoselo、Sjenicak、Paripovac、Loncarski Vis和Poljanska Luka(克罗地亚)、Zaloska Gorica(斯洛文尼亚)、Sipovo(波斯尼亚和黑塞哥维那)和Vranjska Banja(塞尔维亚)。使用几种可用技术对13个样品进行了分析,以获得目前公认的膨润土分类所需的数据。用XRD和FTIR分析了矿物成分,并通过热分析、铵指数阳离子CEC测定、化学分析(ICP-AES和ICP-MS)和穆斯堡尔谱研究了晶体化学性质。结果表明,大多数局部膨润土矿床的主要矿物成分是贫铁蒙脱石,其主要中间层电荷主要是由于八面体取代,钙或钠阳离子占据了中间层。然而,样品之间的差异足够显著,可以很好地概述不同蒙脱石中存在的晶体化学性质的范围,从而导致膨润土性质的变化。
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引用次数: 2
Landslide types in the Slani Potok gully, Croatia 克罗地亚斯拉尼波托克沟壑的滑坡类型
IF 1.3 4区 地球科学 Q3 GEOLOGY Pub Date : 2020-02-18 DOI: 10.4154/gc.2020.04
Petra Jagodnik, V. Jagodnik, Ž. Arbanas, S. M. Arbanas
The Slani Potok gully (0.48 km2) is situated in the central part of the Vinodol Valley (64.57 km2) in Croatia, and it was formed in the Eocene flysch deposits. So far, the area of Slani Potok has been mainly referred in the scientific literature as being subjected to unusually intense soil erosion processes (i.e., ‘’excessive erosion’’), associated with landslides. However, the landslides were never investigated in detail, given the available research methods only involved field investigations. Therefore, the landslide types according to the most commonly used landslide classifications have remained undetermined. In this paper, landslide types in the Slani Potok gully are presented, identified and mapped based on the visual interpretation of seven different LiDAR topographic derivatives computed from the 1 x 1 m DTM available from March 2012. The geomorphological historical landslide inventory of the Slani Potok gully was created, consisting of 181 landslide phenomena. Landslides cover 69 % of the area (0.33 km2) of the Slani Potok gully. The size of the smallest landslide is 65 m2, and of the largest is 10,563 m2. Landslides are very small to moderate-small, shallow to moderate-shallow, and mainly successive in distribution. Most of the landslides initiate along the margins of the gully channel walls, and extend to the gully channel bottom. Such a large number of identified landslides, as well as their specific spatial arrangement within the gully, indicates that sliding processes predominantly affect the morphologic development of the Slani Potok gully, and that the soil erosion is the secondary process in the study area.
Slani Potok沟(0.48 km2)位于克罗地亚Vinodol山谷(64.57 km2)的中部,形成于始新世的复理石质沉积中。到目前为止,斯拉尼波托克地区在科学文献中主要被提到遭受与滑坡有关的异常强烈的土壤侵蚀过程(即“过度侵蚀”)。然而,由于现有的研究方法只涉及实地调查,因此从未对滑坡进行详细调查。因此,根据最常用的滑坡分类,滑坡类型仍未确定。本文基于2012年3月1 x 1 m DTM计算的7种不同激光雷达地形导数的视觉解释,介绍、识别和绘制了Slani Potok沟的滑坡类型。建立了斯拉尼波托克沟滑坡地貌历史清查表,收录了181个滑坡现象。滑坡覆盖了斯拉尼波托克沟69%的面积(0.33平方公里)。最小的滑坡面积为65平方米,最大的滑坡面积为10563平方米。滑坡的分布类型为极小到中小,浅到中浅,以连续分布为主。滑坡多发生在沟道壁边缘,并向沟道底部延伸。如此多的已识别滑坡及其在沟内的具体空间分布表明,滑动过程主要影响斯拉尼波托克沟的形态发育,土壤侵蚀是研究区内的次要过程。
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引用次数: 9
The prediction of structural fractures in coal seams of the Kuba coalfield, China: an application for coalbed methane (CBM) recovery development 库巴煤田煤层构造裂缝预测在煤层气开采开发中的应用
IF 1.3 4区 地球科学 Q3 GEOLOGY Pub Date : 2019-12-17 DOI: 10.4154/gc.2019.26
Zhou Zhang, M. Zhoua, Yunxing Cao, Baoan Xian, Di Gao
The structural fracture system in a coal reservoir enables coalbed methane (CBM) percolation and migration. It plays an important role in CBM exploration and exploitation (recovery) development. Nearly vertical strata with Mesozoic bituminous coal seams in the central part of the Kuba coalfield of the Xinjiang Province in China were studied using large-scale mapping of the structural fractures on the surface, and a using a technique for comparing and analyzing sections of the underground coal mine. This investigation verified that similar structural fractures are developed in the underground coal seams as those on the surface,  , and surrounding rocks represent the same tectonic layer. Meanwhile, a corresponding relationship between the characteristics of the development of fractures - including the growth directions and degree of development of fractures in coal seams and the surrounding rocks - was established. Based on this, the research presents a new method for predicting a pattern of fractures in coal seams and the coal structure, respectively. Finally, the study area was divided into zones with dense, moderate and un-developed fractures. The method should be applicable in various coal-and-gas engineering fields,  for example the prediction of fractured zones in coal seams,  the prediction of coal structure, and for projecting the well arrangement in the exploration and development of economic recovery of CBM.
煤储层中的构造裂缝系统使煤层气能够渗流和运移。它在煤层气勘探开发(采收率)开发中发挥着重要作用。采用大规模地表构造裂隙填图和井下断面对比分析技术,对新疆库巴煤田中部近垂直中生代烟煤地层进行了研究。本次调查验证了地下煤层与地表煤层发育相似的构造裂隙,围岩代表同一构造层。同时,建立了裂隙发育特征——包括煤层和围岩裂隙发育方向和程度——之间的对应关系。在此基础上,本研究提出了一种分别预测煤层裂缝模式和煤结构的新方法。最后,将研究区域划分为致密、中等和不发育裂缝的区域。该方法应适用于各种煤和天然气工程领域,例如煤层破裂带的预测、煤结构的预测,以及煤层气经济开采勘探和开发中的井位预测。
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引用次数: 1
Editorial: 6th International Conference on Geology Resources Management and Sustainable Development (ICGRMSD2018) 社论:第六届国际地质资源管理与可持续发展大会(ICGRMSD2018)
IF 1.3 4区 地球科学 Q3 GEOLOGY Pub Date : 2019-12-17 DOI: 10.4154/gc.2019.30
Guangli Xu, L. Galović
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引用次数: 0
The characteristics of granites in the Gaofeng and Baocheng areas, Hainan Province, China: response to subduction of the Tethyan South China Sea 海南高峰和宝城地区花岗岩特征:对南海特提斯俯冲的响应
IF 1.3 4区 地球科学 Q3 GEOLOGY Pub Date : 2019-12-17 DOI: 10.4154/gc.2019.19
Yu Xiaobo, Fang Nian-qiao, Zhang Zhenguo, D. Hailong
During the early Mesozoic Era there was intense magmatic activity near Hainan Island, South China. As a result, the granites of Hainan Island provide information on, and are suitable material to potentially improve understanding of the Cretaceous tectonic environment of the northern margin of the South China Sea. The Gaofeng and Baocheng intrusions are composed mainly of medium- to fine-grained biotite adamellite (Baocheng) and granodiorite (Gaofeng). The two intrusions yielded U–Pb LA-ICP-MS zircon ages of 107.7 ± 6.1 Ma (Gaofeng) and 105.8 ± 2.4 Ma (Baocheng). Regarding the major elements, the Gaofeng and Baocheng intrusions had medium Si and alkali contents and high Ca, Mg, and Al contents, with an aluminum saturation index of 0.95–1.03 and 1.05–1.30. The trace element and rare earth element (REE) characteristics showed that the two intrusions have intense heavy REE/light REE (HREE/LREE) fractionation, LREE enrichment, HREE depletion, and weak negative Eu anomalies. The intrusions were enriched in high field-strength elements and depleted in large ion lithophile elements. These geochemical characteristics indicate that the Hainan Province was in a tectonic subduction environment in the late Yanshanian period. Multiple geochemical characteristics demonstrate that the granites in the Hainan Province were formed by a different mechanism and in a different setting from those in Fujian and Zhejiang. The late Mesozoic granites of Fujian and Zhejiang were formed by the Western Pacific subduction. However, Hainan Island was under an arc environment formed by the northward subduction of the Tethyan-South China Sea during the Cretaceous leading to emplacement of the Gaofeng and Baocheng intrusions.
中生代早期,海南岛附近有强烈的岩浆活动。因此,海南岛的花岗岩提供了关于南海北缘白垩纪构造环境的信息,并且是可能提高对其认识的合适材料。高峰和宝成侵入体主要由中细粒黑云母二长岩(宝成)和花岗闪长岩(高峰)组成。这两个侵入体的U–Pb LA-ICP-MS锆石年龄分别为107.7±6.1 Ma(高峰)和105.8±2.4 Ma(宝城)。就主要元素而言,高峰和宝城侵入体的Si和碱含量中等,Ca、Mg和Al含量较高,铝饱和指数分别为0.95–1.03和1.05–1.30。微量元素和稀土元素特征表明,这两个侵入体具有强烈的重稀土/轻稀土分馏、轻稀土富集、轻稀土贫化和弱负Eu异常。侵入体富含高场强元素,贫含大离子亲石元素。这些地球化学特征表明,海南处于燕山晚期构造俯冲环境中。多种地球化学特征表明,海南花岗岩的形成机制和环境与福建、浙江花岗岩不同。闽浙晚中生代花岗岩是由西太平洋俯冲作用形成的。而海南岛则处于白垩纪特提斯-南海向北俯冲形成的弧形环境中,导致高峰和宝成侵入体侵位。
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引用次数: 1
Multi-point geostatistics for ore grade estimation 矿床品位估算的多点地质统计学
IF 1.3 4区 地球科学 Q3 GEOLOGY Pub Date : 2019-12-17 DOI: 10.4154/gc.2019.23
Yu-Chen Song, Zhan-Ning Liu, Hai-Dong Meng, Xiao-Yan Yu
A multi-point geostatistical method for ore grade estimation is introduced in order to fully utilize existing sampling information. A block model is used to construct a new three-dimensional training image instead of a variogram. Data events and pattern matching is improved, and the directionality of the data template is considered in the matching. The inverse distance weighted method is used to make up for the lack of multi-point geostatistics. The research improves the reliability of multi-point geostatistical estimation. Optimal estimation results for Li2O and Ta2O5 come from the inverse distance weighted, ordinary Kriging, and multi-point geostatistical methods. Multi-point geostatistical estimation results are compared with those of the inverse distance weighted and ordinary Kriging methods. Deviation, trend, and variogram analyses are used to assess the effect of multipoint geostatistical estimation. This study shows that reducing the samples participating in the estimation can reduce the maximum and minimum deviation of the estimated grade to a certain extent. The grade distribution pattern is the primary factor affecting minimum and maximum deviation. This study proves the reliability and accuracy of the multi-point geostatistical method for ore grade estimation.
为了充分利用现有的采样信息,介绍了一种多点地质统计方法估算矿石品位。用块模型代替方差函数来构造新的三维训练图像。改进了数据事件和模式匹配,在匹配中考虑了数据模板的方向性。利用距离逆加权方法弥补了多点地质统计的不足。该研究提高了多点地质统计估计的可靠性。Li2O和Ta2O5的最优估计结果来自于逆距离加权法、普通克里格法和多点地统计方法。将多点地统计估计结果与反距离加权法和普通克里格法进行了比较。偏差分析、趋势分析和方差分析用于评价多点地质统计估计的效果。研究表明,减少参与估计的样本可以在一定程度上减少估计品位的最大和最小偏差。坡度分布格局是影响最小偏差和最大偏差的主要因素。研究证明了多点地质统计方法估算矿石品位的可靠性和准确性。
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引用次数: 0
Investigation of in situ soil nitrogen mineralization in a Picea-Abies forest in Tibet Plateau: effects of increased nitrogen input 青藏高原云杉林原位土壤氮矿化研究:增加氮素输入的影响
IF 1.3 4区 地球科学 Q3 GEOLOGY Pub Date : 2019-12-17 DOI: 10.4154/gc.2019.27
Ge Wang, Lin Han, Xinying Tang, Yu Yang
The main objective of this study was to quantify the dynamics of ammonium (NH4+) and nitrate (NO3-) in the humus (0-7cm) and the uppermost mineral layer (0-15cm) of a forest soil. The soil was treated annually from 2012 to 2013 with one single dose of nitrogen (0, 15, 30kg N ha-1yr-1 applied as (NH4)2SO4, NH4Cl, KNO3). Net N mineralization, including net ammonification and net nitrification was determined in four in situ incubation periods over 2 years in a Picea-Abies forest stand at the Qinghai-Tibet Plateau, Southwest China. Measurements were done using soil cores (7cm or 15cm deep) with a resin bag filled with combined anion and cation exchange resins placed at the base to collect the N leaching from the soil. The accumulation rate of N was corrected for both deposition and fertilizer N inputs. In all treatments, both the content and accumulation of the mineral N were dominated by NH4+ which accounts for about 76-89% of the net mineralization. The accumulation rate of N decreased to 64-83% in KNO3 treatments. The net N mineralization rate increased with nitrogen input, especially in NH4+-N treatments (p<0.05). However, this promoting role decreased over time. At the highest (NH4)2SO4 additions, the net ammonification and net mineralization rate increased notably in the humus (0-7cm) rather than in the uppermost mineral layer (0-15 cm). Previous studies that reported on soil net mineralization from forests under different environmental conditions were compiled and assessed for the effects of atmospheric N deposition and environmental factors, annual precipitation, and annual temperature on annual fluxes of net nitrogen mineralization in forest soils, worldwide. The results show that an increase in atmospheric N deposition significantly enhances the soil net nitrogen mineralization rate. Variation in atmospheric N deposition accounts for 48% of the variation in the rate of soil net nitrogen mineralization across the forests.
本研究的主要目的是量化森林土壤腐殖质(0-7cm)和最上层矿物层(0-15cm)中铵(NH4+)和硝酸盐(NO3-)的动态。从2012年到2013年,每年对土壤进行一次单剂量的氮处理(0,15,30kg N ha-1yr-1,以(NH4)2SO4、NH4Cl和KNO3的形式施用)。在青藏高原云杉林中,通过4个2年的原位培养期测定了净氮矿化,包括净氨化和净硝化作用。使用土壤芯(7厘米或15厘米深)进行测量,并在底部放置一个装有阴离子和阳离子交换树脂的树脂袋,以收集土壤中的N浸出物。对沉积和肥料氮输入的氮积累率进行了校正。在所有处理中,矿物N的含量和积累都以NH4+为主,NH4+约占净矿化的76-89%。KNO3处理的氮素积累率降至64-83%。净氮矿化率随着施氮量的增加而增加,尤其是在NH4+-N处理中(p<0.05),但这种促进作用随着时间的推移而减弱。在(NH4)2SO4添加量最高的情况下,腐殖质(0-7cm)的净氨化率和净矿化率显著增加,而不是最上层(0-15cm)。以往关于不同环境条件下森林土壤净矿化的研究都是针对大气氮沉积和环境因素、年降水量和年温度对全球森林土壤净氮矿化年通量的影响进行汇编和评估的。结果表明,大气氮沉降量的增加显著提高了土壤净氮矿化率。大气氮沉积的变化占整个森林土壤净氮矿化率变化的48%。
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引用次数: 0
Modification of slope stability probability classification and its application to rock slopes in hydropower engineering regions 水电工程区边坡稳定概率分类的修正及其在岩质边坡中的应用
IF 1.3 4区 地球科学 Q3 GEOLOGY Pub Date : 2019-12-17 DOI: 10.4154/gc.2019.20
L. Xiuzhen, Tan Rong-zhi, G. Yan
Stability assessment of rock slopes in hydropower engineering regions is an important and complex issue. Rock mass classification systems are a good approach because they can thoroughly consider many factors influencing rock slope stability. The slope stability probability classification (SSPC) system is a novel method. However, it has two limitations when applied to rock slopes: 1) it is only suitable for slopes less than 45 m in height, and 2) there is great subjectivity and randomness in the estimation of intact rock strength. Therefore, this study presents two modifications of the SSPC system by adopting the Hoek-Brown strength criterion and an empirical formula for maximum slope height. Evaluation of results from of 34 typical rock slopes of the major hydropower engineering regions in China indicated that the accuracy rate of the modified SSPC for stability evaluation of these slopes was 61.8%, and the accuracy for stability evaluation of 10 slopes with non-structural control failure was 80%. The stability values of stable and unstable slopes obtained using the modified SSPC were different to those obtained using the Chinese Slope Mass Rating (CSMR) and modified CSMR systems. In addition, the identification accuracy rate of the modified SSPC was significantly higher than that of the CSMR and modified CSMR. Therefore, the modified SSPC can be applied to hydropower engineering regions, providing a new means of rapidly evaluating the slope stability of high rock slopes (slopes > 45 m in height) in these regions.
水电工程区岩质边坡稳定性评价是一个重要而复杂的问题。岩体分类系统是一种很好的方法,因为它能全面考虑影响岩质边坡稳定性的诸多因素。边坡稳定概率分类(SSPC)系统是一种新颖的方法。但是,它在应用于岩质边坡时存在两个局限性:1)只适用于高度小于45 m的边坡;2)完整岩石强度估计存在较大的主观性和随机性。因此,本研究采用Hoek-Brown强度准则和最大坡高经验公式对SSPC体系进行了两种修正。对中国主要水电工程区34个典型岩质边坡的稳定性评价结果表明,改进的SSPC对这些边坡稳定性评价的准确率为61.8%,对10个非结构控制破坏边坡的稳定性评价准确率为80%。采用改进的SSPC系统得到的稳定和不稳定边坡的稳定值与采用中国边坡质量等级(CSMR)和改进的CSMR系统得到的稳定和不稳定边坡的稳定值不同。此外,改良SSPC的识别准确率显著高于改良CSMR和改良CSMR。因此,改进后的SSPC可应用于水电工程区,为快速评价这些地区高岩质边坡(边坡高度bb0 ~ 45m)的稳定性提供了一种新的手段。
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引用次数: 3
Geochemistry and U-Pb ages of the diabases from the Luoji area, western Yunnan, China: implications for the timing of initial rifting of the Ganzi-Litang Ocean 滇西罗集地区辉绿岩的地球化学和U-Pb年龄:对甘孜-理塘洋初始裂谷时间的启示
IF 1.3 4区 地球科学 Q3 GEOLOGY Pub Date : 2019-12-17 DOI: 10.4154/gc.2019.25
Chan Wang, Hao Liu, H. Feng, Jianghong Deng, Xian-fan Liu, Fufeng Zhao
Detailed geochemical and U-Pb studies of two diabases (Luoji and Cuiyi) from the Luoji area have been undertaken. The diabases are high-K calc-alkaline and belonging to the tholeiitic series, enriched in large ion lithophile elements, Ti, Zr and light rare earth elements, and depleted in high field strength elements. These characteristics are different from the oceanic island basalt but highly consistent with the continental rift basalt, indicating the Luoji and Cuiyi diabases are the products of the intracontinental rift related to the initial opening of the Ganzi-Litang Ocean. The Luoji and Cuiyi diabases originated from an enriched mantle source with a small degree of crustal contamination during their emplacement. Zircon U-Pb ages show that the Luoji and Cuiyi diabases were emplaced at 293.4 +/- 5.4Ma. Therefore, we propose that the time of initial rifting of the Ganzi-Litang Ocean occurred during the very Early Permian.
本文对罗集地区的两个辉绿岩(罗集和翠一)进行了详细的地球化学和U-Pb研究。辉绿岩为高钾钙碱性,属拉斑岩系列,富集大离子亲石元素、Ti、Zr和轻稀土元素,亏缺高场强元素。这些特征与洋岛玄武岩不同,但与大陆裂谷玄武岩高度一致,表明罗集辉绿岩和翠益辉绿岩是与甘子—理塘洋初开有关的陆内裂谷的产物。罗集辉绿岩和翠益辉绿岩起源于富集的地幔源,侵位时受少量地壳污染。锆石U-Pb年龄表明,罗集辉绿岩和翠邑辉绿岩的侵位在293.4 +/- 5.4Ma。因此,我们认为甘孜—理塘洋的初始裂陷时间发生在早二叠世。
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引用次数: 4
期刊
Geologia Croatica
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