2011~2020年勘查地球化学数据处理研究进展     

左仁广  王健  熊义辉  王子烨 《矿物岩石地球化学通报》2021,40(1):81-93

我国建立了包含海量数据的高质量的勘查地球化学数据库,为矿产勘查、环境评价和地质调查等提供了重要的数据支撑。如何高效处理勘查地球化学数据,并从中发掘和识别深层次信息一直是勘查地球化学学科研究的热点和前沿领域。本文在系统调研国内外学者过去十年发表的论著基础上,对勘查地球化学数据处理方法进行分析与对比,从勘查地球化学数据库建设、地球化学异常识别及其不确定性评价等方面概述了我国近十年来在该领域取得的主要研究进展,包括:(1)分形与多重分形模型由于考虑了地球化学空间模式的复杂性和尺度不变性,在全球范围内得到极大的发展和推广,我国学者引领了基于分形与多重分形的勘查地球化学数据处理;(2)机器学习和大数据思维开始在该领域启蒙,并迅速得到关注,正在成为研究热点和前沿领域,我国学者率先开展基于机器学习算法的勘查地球化学大数据挖掘研究;(3)我国学者需要进一步加强勘查地球化学数据缺失值处理以及成分数据闭合效应研究。今后该领域应进一步加强对弱缓地球化学异常识别、异常不确定性评价以及异常识别与其形成机理相结合等方面的研究。  相似文献   

冻融循环下含节理类岩石试样剪切破坏特性     

徐新木  张耀平  付玉华  雷大星  邹雄刚 《吉林大学学报(地球科学版)》2021,51(2):483-494

为探究冻融循环对节理岩石抗剪力学特性的影响,针对冻融循环前后不同连通率节理岩石试样进行剪切特性试验,探究了节理试样的剪切破坏机制,对比分析了冻融前后节理试样抗剪强度的衰减趋势,分析了黏聚力及内摩擦角随岩石试样剪切破坏面分形维数的变化规律。结果表明：随冻融循环次数的增加,节理试样剪切应力-位移曲线发生显著变化,峰值剪应力出现明显下降,黏聚力及内摩擦角对比冻融前试样出现明显劣化,并且随节理试样连通率的增加,劣化程度加剧;在节理连通率相同时,随冻融循环次数的增加,剪切破坏面的分形维数呈现近指数函数递增的趋势,随分形维数的增加,节理试样的黏聚力损伤因子、内摩擦损伤因子也呈现指数函数增加的趋势;在冻融循环次数相同时,内摩擦角损伤因子随节理连通率的增大呈先减小后增大的趋势,而黏聚力损伤因子在冻融循环次数为30次前后分别呈递增和先减后增的趋势。  相似文献   

广西大瑶山西北地区构造分形与成矿预测     

蒋超  李社宏  付嵩  谢卓麟  廖红为 《地球学报》2021,42(4):514-526

本文针对大瑶山西北地区断层和石英脉热液型矿床丰富的特点,以及该区热液矿床成矿是否存在断裂构造分维临界线.采用较高标度的断裂构造分形分维分析(r=5～0.3125 km),研究矿体产状与矿区断裂产状的关系,结合Fry分析综合预测该区成矿潜力.研究区断裂构造分维值为D=1.6897,南北向断裂构造分维值D=1.2947,北东向断裂构造分维值D=1.4593,东西向断裂构造分维值D=1.0250,北西向断裂构造分维值D=1.2003.我们确定研究区热液矿床成矿存在断裂构造分维临界线,研究区成矿预测分维临界线为D=1.5000～1.8000,铅锌矿成矿预测分维临界线为D=1.6000～1.7400,铜矿成矿预测分维临界线为D=1.5000～1.7000,金矿成矿预测分维临界线为D=1.6400～1.8000,重晶石成矿预测分维临界线为D=1.6000～1.7400.矿体严格受到断裂构造的控制,主要的容矿构造为南北向和北东向断裂构造.综合分析后,我们认为该区铜矿床总体沿北东向分布,金矿沿南北向分布,铅锌矿沿南北向分布.按照矿产分布特征,我们预测了6个成矿靶区.  相似文献   

Preconditioned IDR(s) iterative solver for non‐symmetric linear system associated with FEM analysis of shallow foundation     

H.H.T. Tran  K.C. Toh  K.K. Phoon 《国际地质力学数值与分析法杂志》2013,37(17):2972-2986

Non‐associated flow rule is essential when the popular Mohr–Coulomb model is used to model nonlinear behavior of soil. The global tangent stiffness matrix in nonlinear finite element analysis becomes non‐symmetric when this non‐associated flow rule is applied. Efficient solution of this large‐scale non‐symmetric linear system is of practical importance. The standard Krylov solver for a non‐symmetric solver is Bi‐CGSTAB. The Induced Dimension Reduction [IDR(s)] solver was proposed in the scientific computing literature relatively recently. Numerical studies of a drained strip footing problem on homogenous soil layer show that IDR(s = 6) is more efficient than Bi‐CGSTAB when the preconditioner is the incomplete factorization with zero fill‐in of global stiffness matrix K_ep (ILU(0)‐K_ep). Iteration time is reduced by 40% by using IDR(s = 6) with ILU(0)‐K_ep. To further reduce computational cost, the global stiffness matrix K_ep is divided into two parts. The first part is the linear elastic stiffness matrix K_e, which is formed only once at the beginning of solution step. The second part is a low‐rank matrix Δ, which is re‐formed at each Newton–Raphson iteration. Numerical studies show that IDR(s = 6) with this ILU(0)‐K_e preconditioner is more time effective than IDR(s = 6) with ILU(0)‐K_ep when the percentage of yielded Gauss points in the mesh is less than 15%. The total computation time is reduced by 60% when all the recommended optimizing methods are used. Copyright © 2013 John Wiley & Sons, Ltd.  相似文献   

CP准晶结构模型的Hausdorff维数计算     

陈敬中  杜伯仁 《地球科学》1989,14(3):253-258

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Fractal analysis of long-range paleoclimatic data: Oxygen isotope record of pacific core V28-239   总被引：1，自引：0，他引：1  

Richard H. Fluegeman Jr.  R. Scott Snow 《Pure and Applied Geophysics》1989,131(1-2):307-313

R/S analysis of the oxygen isotope curve of Pacific core V28-239 yields a fractal dimension of 1.22. This value is considered to characterize global climatic change over the last 2 million years as expressed by changing O¹⁸ ratios and confirms that climatic variations are characterized by long-term persistence. The fractal dimension of 1.22 compares favorably with the approximate fractal dimension of 1.26 for annual precipitation records for nine major cities in the United States. Although the precipitation and oxygen isotope data are measured in different physical units and recorded at different time scales, fractal analysis allows for a mathematical comparison of the two phenomena. Additionally, since the fractal dimensions of the oxygen isotope and precipitation records are similar, it is implied that such fractal dimensions are characteristic of climate change over the spectral range of 10 to 10⁶ years. Given this temperature curves based on fractal parameters of long-term O¹⁸ data could be constructed which would allow examination of characteristics of temperature variation over tens and hundreds of years. Such studies may allow the establishment of limits on natural temperature variation and document the persistence of temperature trends through time. If these trends and limits can be resolved, long-range climatic prediction is feasible.  相似文献   

Dimension and entropy in the soil-covered landscape   总被引：2，自引：0，他引：2  

W. E. H. Culling 《地球表面变化过程与地形》1988,13(7):619-648

Both the Hausdorff dimension and the K-entropy supply a measure of the irregularity of the landspace surface. The relationship between the two measures is investigated over a variety of terrains in Britain and a method of calculating the entropy is checked against an independent estimate of the dimension with reasonable agreement. The calculation of the K-entropy requires that the landscape surface be represented by an homogenous ergodic random field. This condition is satisfied by the tendency of soil-covered terrains to progressively approximate to a form well represented by a Gaussian field. Gaussian random fields can either be very smooth, possessing derivatives of all orders at every point or they are highly irregular and non-differentiable everywhere. Within the regular conceptualization the Rice-Kac theory is used to predict the numbers of crossing points and the extent of excursion sets. These predictions are tested against an example terrain from the High Weald of East Sussex with very good agreement, apart from predictions of local maxima. A worked example of the calculation of the K-entropy is given as an appendix. The potential role of information theory in geomorphology extends beyond the use made of entropy in this investigation. In particular ergodic theory has important practical and theoretical implications.  相似文献   

略论水资源系统的混合模型   总被引：1，自引：0，他引：1       下载免费PDF全文

郭元裕  沈佩君 《水科学进展》1993,4(2):147-152

大系统优化的关键在于模型的降维.混合模型可看作为一种降维方法,它通过把整个系统分解为联系比较松散的几个子系统,达到降维目的.从理论上对这类模型的建模原则、优化技术及其分类和特点进行了归纳和总结,说明了在多目标复杂水资源系统和排灌系统中这种混合模型的应用是十分有效的.  相似文献   

破裂系分形研究进展   总被引：6，自引：2，他引：6  

李久林  唐辉明 《地质科技情报》1994,13(1):95-100

介绍了破裂系从宏观到微观破裂均具有分形结构，在此基础上，利用破裂系分维定量表征破裂系发育的各种向异性；研究了影响破裂系数分维的结构参娄，对破裂系进行了解析，并且将分维用于地壳稳定性和地震活动性研究，取得了很好的效果；分析了目前破裂系分开研究中存在的一些问题，展望一其研究趋势。  相似文献   

断裂对地下水力扩散的影响及其与诱发地震关系的讨论     

谢原定  张生源 《地震研究》1990,13(4):370-376

本文重点讨论了断裂规模、断裂相交网络和断裂力学的性质对地下水力扩散的影响,及其与诱发地震的关系。指出断裂密集成带的地方,水力扩散大。根据流体流动规律,水力扩散沿断裂方向流体流速大,断裂越长越深,沿断裂方向水力扩散距离就越大。而水力扩散随深度的变化,由于不同深度上岩性变化和应力状态的不同,有的深度上的岩类可能出现扩容而增大水力扩散。因此它并不是随围压的增大而单值地减少。 文章指出断裂的末端和断裂的交汇处是地下水富集的地方,在水富集地方的四周,水力扩散比其它地方要大。另外现代活动的张性和张扭性断裂比压性和压扭性断裂的水力扩散大。文章还提出水沿断裂扩散是水库诱发地震的直接原因。水力扩散大的断裂,水库诱发地震的可能性大,规模大而活的断裂诱发地震的震级可能大。  相似文献