基于卷积神经网络的磁异常反演

针对传统反演方法存在的初始模型依赖、计算时间较长等问题,提出一种基于卷积神经网络的磁异常反演方法。该方法首先设计大量磁异常体模型,进行正演模拟产生样本数据集;接着借鉴经典的卷积神经网络VGG-13设计了一种全新的VGG磁异常反演网络(VGGINV);然后使用样本数据集训练该网络,并优化网络参数;最后对理论模型和实测数据进行反演实验。实验结果表明,该方法可以准确地反演出磁异常体的位置和磁化强度,具有较强的学习能力和一定的泛化能力,能有效解决磁异常数据反演问题。     

Coherent Chemical Variation Trends of the 55-25 Ma Magmatic Rocks in SE Tibet:N-S Direction Lithospheric Stretching of Eurasia during Early Stage of India-Eurasia Collision

The progressive indentation of India into Eurasia generated an E–W-trending orthogonal collision belt and a N–S-trending oblique collision belt. Compiling available data reveals that ～70% of the Cenozoic igneous rocks in eastern and southeastern Tibet are concentrated within an ENE-trending, ～550-km long and ～250-km wide magmatic zone(CMZ) that once separated the orthogonal and oblique collision belts. The Latitude 26°N Line is now its southern boundary. The onset timing of magmatism of the CMZ ...     

Geochronology and Geochemistry of Early Cretaceous A-type Granites in Central–Eastern Inner Mongolia,China: Implications for Late Mesozoic Tectonic Evolution of the Southern Great Xing'an Range

The southern Great Xing’an Range is the most critical Sn-polymetallic metallogenic belt in northeast China. However, the tectonic setting of the Early Cretaceous magmatic-metallogenic ”flare-up“ event remains uncertain. This paper presents an integrated study on the occurrence, petrology, zircon U-Pb ages, whole-rock geochemistry, and in situ zircon Hf isotopes for Wenduerchagan granites of Xi Ujimqin Banner, central-eastern Inner Mongolia. These granites consist primarily of granite porphyry(wi...     

中深层套管式换热器可持续供热性能及优化设计研究

中深层套管式换热器的热提取具有“取热不取水”的特点,是我国北方地区稳妥推进中深层地热能供暖的重要技术之一。针对当前中深层套管式换热器在长期热提取期间供热性能不明的问题,本文基于可持续供热的运行特点,建立数值换热模型分析换热器水温、性能系数随运行年份的变化规律,并针对性地开展设计优化研究。结果表明:在可持续供热过程中,换热器水温在前5年的下降程度较为明显,运行至20年以后,基本不发生变化。换热器季节性能系数的下降程度受岩土体导热系数的影响较大,在1.5 W/(m·K)条件下的SPF₁、SPF₂分别下降11.50%和10.56%,在3.0 W/(m·K)条件下的SPF₁、SPF₂则分别下降4.73%和4.23%。岩土体导热系数越小,换热器供热性能的下降程度越明显。基于可持续供热性能的变化规律,提出以“准稳态特征年”的供热性能为基准进行设计,并综合考虑运行要求与节能性要求优化换热器的运行条件,明确了在不同地热特征参数、埋管深度下的最优运行流速与最佳供热负荷的分布情况,对中深层套管式换热器的高效可持续供热设...     

内约束方钢管混凝土柱抗震性能研究

由于方钢管对混凝土约束作用较弱,地震作用下方钢管混凝土柱底部钢管易出现屈曲,因此本文提出一种新型内约束方钢管混凝土柱。基于ABAQUS有限元软件,本文采用合理的材料本构模型建立内约束方钢管混凝土柱三维实体精细有限元模型,该模型能准确反应钢管、混凝土以及拉筋之间的相互作用,又能反应拟静力作用下混凝土的塑性损伤和钢材的循环硬化规律。有限元结果与试验结果吻合良好。首先,在此基础上笔选出最佳内约束形式,对拉箍筋方钢管混凝土柱的抗震性能明显优于圆环箍筋;其次,提出在不同轴压比下内约束方钢管混凝土柱的焊接拉筋最佳布置长度和合理体积配箍率;再次,探讨不同参数对内约束方钢管混凝土柱滞回性能的影响,结果表明:提高截面含钢率和长细比能有效改善组合柱的极限承载力,而轴压比在一定范围内有利于能提高柱的承载力;最后,讨论了约束措施对内约束方钢管混凝土柱耗能性能的影响。     

Petrogenesis and Tectonic Implications of A-type Granites in Zhaheba in the East Junggar Region of Xinjiang, China: Evidence from Geochronology, Geochemistry and Sr-Nd Isotopic Compositions

The magma source, petrogenesis, tectonic setting and geochronology of the late Paleozoic A-type granites widely exposed in the Zhaheba area, East Junggar, have thus far not been well-constrained. A better understanding of these issues will help to reveal the magmatic processes and continental growth of Central Asia. The A-type granites in Zhaheba include the Ashutasi alkaline granites and the Yuyitasi syenogranites, which were emplaced at 321.5 ± 4.8 Ma and 321.7 ± 0.6 Ma, respectively. The major rock-forming minerals are orthoclase, perthite, arfvedsonite and quartz, which exhibit the following principal geochemical characteristics of A2-type granites. (1) Their REE distribution curves each exhibit a ‘V’-shaped pattern and a marked depletion in Eu. They are rich in large-ion lithophile elements Rb, Th and U as well as high-field-strength elements Nb, Ta, Zr and Hf, but significantly depleted in Ba, Sr, P and Ti. (2) Their (87Sr/86Sr)i values (0.7021–0.7041), εNd(t) values (4.57–5.16) and REE distribution patterns are in basic agreement with those of the Kalamaili A-type granite belt in East Junggar. The TDM2 values of the alkaline granites and syenogranites range from 661 to 709 Ma. The A-type granites may be the products of upwelling asthenosphere-triggered partial melting of immature lower crust. The alkaline granites were late-stage products of crystallization and differentiation. Compared to the syenogranites, the alkaline granites are significantly lower in K2O, Na2O, Al2O3, FeO, MgO and CaO, but significantly higher in incompatible elements (e.g., SiO2, Rb, and Sr). The magmatic crystallization temperatures of the syenogranites and alkaline granites are 874°C and 819°C, respectively. As their age gradually decreases (peak ages: 322 Ma and 307 Ma, respectively), there is a gradual decrease in the TDM2 of the A-type granites and a gradual increase in the εNd(t) value from the Ulungur belt to the Kalamaili belt in East Junggar. The study of A-type granites is therefore one of the keys to understanding the laws and mechanisms of crustal accretion during the Phanerozoic period, as well as also being of great significance for understanding the Paleozoic accretion.     

Application of Optically Stimulated Luminescence Technique in Exploring a Concealed Sandstone-type Uranium Deposit

Identifying ore-induced geochemical anomalies at the surface that indicate concealed deposits in buried areas remains a significant challenge in geochemical exploration. In this study, in order to trace the source of the geochemical anomalies, systematic luminescence intensity analyses were conducted on quartz grains from the Quaternary regolith at the Hadatu sandstone-type uranium deposit in the Erenhot Basin. The optically stimulated luminescence (OSL) ages were much older than the depositional ages of the Quaternary regolith. Moreover, quartz OSL ages were closely related to both borehole grades and sampling depths. Thus, the abnormal mineral OSL ages from near-surface sediments were ultimately controlled by the sandstone-type uranium deposits. This is identical to the rapid changes of quartz OSL ages (0.063 ka/cm) and equivalent doses (0.19 Gy/cm) with depths in a given sampling site. The instantaneous soil radon concentration was positively correlated with the quartz OSL apparent age, indicating their ore-induced origin and, as a result, their effectiveness in the exploration of concealed uranium deposits. Other parameters, including mobile-state uranium and 210Po contents, were poorly correlated with quartz OSL ages and therefore should only be used with caution for geochemical exploration. This is the first time an attempt has been made to discriminate the ore-induced sources for different surface anomaly parameters, including instantaneous soil radon, mobile-state uranium and 210Po contents for concealed sandstone-type uranium deposits.     

青藏高原错那—沃卡裂谷中部电性结构及其动力学意义

藏南裂谷作为青藏高原最显著的伸展构造样式之一,是研究高原生长过程的重要窗口,但目前其深部成因机制仍存在较大争议。本文利用沿错那—沃卡裂谷中部的大地电磁数据,分析裂谷区域的大地电磁测深曲线特征和相位张量,并通过三维大地电磁反演获得邛多江地堑和沃卡地堑深部电性结构。三维大地电磁反演结果显示,沃卡地堑和邛多江地堑深部存在一条连续的显著高导异常,并呈现“俯冲”形态,且上覆高阻结构体,而在邛多江地堑两侧浅部则分布低阻异常。结合早期的研究结果,本文支持错那—沃卡裂谷深部的高导异常为地壳部分熔融,可能与南向地壳流相关,并研究认为在南北向持续挤压作用下,裂谷下方的弱地壳层,通过解耦上地壳和下部地壳,促进了藏南裂谷系的发育。