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1.
可控源音频大地电磁三维共轭梯度反演研究   总被引:9,自引:5,他引:4       下载免费PDF全文
可控源音频大地电磁法在资源勘探等领域中发挥着重要的作用.我们把有限差分数值模拟方法用于可控源音频大地电磁三维正演,结合正则化反演方案和共轭梯度反演的思路,将反演中的雅可比矩阵计算问题转为求解两次"拟正演"问题,得到模型参数的更新步长,形成反演迭代,实现了可控源音频大地电磁三维共轭梯度反演算法.该反演算法可用于对有限长度电偶源激发下采集到的可控源音频大地电磁全区(近区、过渡区和远区)视电阻率和相位资料进行三维反演定量解释,获得地下三维模型的电阻率结构.理论模型合成数据的反演算例验证了所实现的可控源音频大地电磁三维共轭梯度反演算法的有效性和稳定性.  相似文献   

2.
江西省冷水坑矿集区具有浅部斑岩型矿体与深部层控叠生型矿体的复杂组合.利用现代地球物理方法对矿集区地下深部结构进行了探测,对圈定地下容矿、示矿地质信息和认识地下深部成矿过程具有重要意义.本文以位于江西省贵溪市境内的冷水坑银铅锌矿田为试验研究区,开展了混场源音频大地电磁测深法(EH4)、音频大地电磁测深法(AMT)以及可控源音频大地电磁测深法(CSAMT)三种不同频率域的探测试验,研究和总结了频率域方法以及不同仪器电磁法数据采集特点和应用效果,为频率域电磁法勘探提供借鉴和参考.通过对冷水坑矿集区典型勘探线上三种电磁方法的数据处理,绘制了视电阻率和相位单点测深曲线、原始拟断面及二维反演断面图.发现单点曲线形态基本一样.由于AMT在低频段受矿区工业干扰,视电阻率曲线呈45°上升;视电阻率、相位拟断面对地下电性分层结构基本一样,总体可分为三层,且分层结构较清晰;二维反演断面能够较好反映地下高低阻异常响应,但响应效果有所差异且CSAMT法效果较好.因此在干扰严重地区,建议选用人工源发射的可控源音频大地电磁测深法(CSAMT).  相似文献   

3.
在CSAMT的野外工作中,需考虑收发距影响,确保在远区采集数据.然而通过估计大地平均电阻率计算收发距准确度较差,需提出其他方法改进估计合适收发距的准确度.本文提出利用工区的音频大地电磁资料构建1D模型用于计算最小收发距,具体过程为:首先利用AMT数据进行一维反演,反演计算出一个层状地电模型;根据Bostick转换求取达到目的层勘探深度对应的最小频率;在此1D模型基础上进行赤道装置方式的CSAMT正演计算和MT正演计算,通过对比两者视电阻率误差,找出满足远区条件的最小收发距.通过理论数据模拟,展示了此方法的可行性,为CSAMT最小收发距估算提供了一种新思路.  相似文献   

4.
Occam反演方法经常应用在音频大地电磁测深数据中.为了了解Occam反演方法在金属矿的使用效果,本文设计了层状和脉状异常体的理论模型,利用音频大地电磁有限单元法做正演响应计算,并对加高斯噪声后的理论数据使用Occam反演进行反演.实验表明,Occam反演对音频大地电磁法的理论数据反演具有稳定收敛性,反演结果和理论模型能够很好地吻合.并以实例验证了Occam反演的有效性,为以后AMT方法寻找金属矿产提供了理论依据和实际经验.  相似文献   

5.
在实际大地电磁测深数据反演过程中,为了得到更加清晰的电性单元分界面,传统的Occam平滑反演方法遇到了挑战,本文讨论了sharp boundary inversion(SBI)反演的理论及其应用.通过模型试算,对比Occam和SBI的反演效果,证明了SBI反演划分层状介质的可靠性.本文对临江市六道沟地区实测可控源音频大地电磁测深(CSAMT)数据进行了全区视电阻率转换,然后对全区视电阻率进行Occam反演和SBI反演.最后对比已有地质资料,表明SBI反演能够用于CSAMT数据的处理中.  相似文献   

6.
本文通过在广东省湛江市省级生态农业示范区——南木水地区进行地下水探测拟解决当地的生活用水问题.该区域主要为燕山期花岗岩,本文采用了音频大地电磁法(AMT)勘探方法,从构造分析出发,选择三个有利区域(分别为A、B、C、区),布设了10条AMT勘探线,共166个测点,进行野外数据.对野外数据进行了一系列预处理、反演和电阻率成像得到各线的剖面图.分析研究剖面图和切片图,确定了三个可能含水的低阻带以及三口钻井的位置.其中C区已经打井取水,出水50 m~3/h,很好地验证了AMT方法在硬岩地区进行地下水探测的实用性和有效性.  相似文献   

7.
可控源音频大地电磁测深法勘查深度研究   总被引:1,自引:0,他引:1  
可控源音频大地电磁测深法的勘查深度问题在理论研究和实际工作中都得到了广泛的关注,本文分析了水平层状大地电磁正反演方法的基本原理,说明了可控源音频大地电磁测深法在深部勘查方面具有可靠性.通过建立两个三层地电模型,并对吉林某地区的CSAMT实测数据进行了带源反演成像,与已知钻井资料对比分析表明,可控源音频大地电磁测深法对地下1000~2000 m深度的反演较为准确,能够反映地下电性的垂向变化.  相似文献   

8.
可控源音频大地电磁数据的反演方法   总被引:18,自引:7,他引:18  
从反演方程、构造目标函数和求解三方面对用于可控源音频大地电磁法(CSAMT)的实用反演方法中的四种进行了描述.水平层状地层CSAMT法资料的直接反演法首次尝试了一维空间的全资料CSAMT反演,效果较好,但该方法尚难应用于2D、3D复杂介质中;奥克姆反演方法既考虑了横向的光滑函数,又考虑了纵向的光滑函数,得到比较光滑的横向、纵向变化的背景电性结果,但有可能把一些小构造光滑掉.快速松驰反演算法和共轭梯度算法由于计算速度快,占内存少而被用于三维反演中,二者相比,快速松驰算法在求解雅可比矩阵时只做一次正演计算,在更新模型时解小型方程组,所以在速度上更胜一筹.在后三种算法中,由于复杂电性结构无解析解,正演计算都采用数值计算.数值计算的可靠性、速度影响着反演算法的有效性,这方面的研究也将是2D、3D复杂电性结构反演的研究方向之一.  相似文献   

9.
独山半坡锑矿石与围岩物性差异并不特别显著、矿体埋深较深,常规的物探方法无法满足目前的勘探要求.可控源音频大地电磁法(CSAMT)具有勘探深度范围大、分辨率高、地形影响和高阻层的屏蔽作用小,立体观测等特征,在深部找矿中发挥着重大的作用.本文首先概述了CSAMT基本原理和工作方法,在全面掌握了地质资料、物性参数的基础上,对独山半坡锑矿外围开展了CSAMT法勘探,通过应用Occam算法对CSAMT实测数据进行反演,成功地圈定了电阻率异常区域,有效地指导钻孔设计.物探异常钻探见矿,验证了CSAMT方法在深部找矿工作中的有效性,可为寻找同类深部锑矿提供指导和借鉴意义.  相似文献   

10.
通过正演模拟方式分析音频大地电磁法(AMT)、中心回线瞬变电磁法(TEM)、直流电测深法(VES)对地层的响应特征,结果表明:TEM、AMT对地层的响应特征类似,即对低阻层反应灵敏,而对高阻层的分辩能力较差;VES对高阻层及低阻层的分辩能力相当,相对于TEM、AMT,VES对低阻层的分辩能力差,而对高阻层的分辨能力较高.基于AMT或TEM与VES对地层的响应具有互补的特点,探讨了对AMT或TEM与VES数据进行的联合反演.结果表明,AMT或TEM与VES进行联合反演,相比单一方法进行反演,结果能得到明显的改善.  相似文献   

11.
与可控源音频大地电磁(CSAMT)相比,广域电磁法通过采用全区视电阻率定义,突破了卡尼亚视电阻率所需的远区条件限制,极大拓展了可控源电磁观测区域和探测深度.考虑到电偶源激发场的三维特征以及地下复杂三维结构,为提高广域电磁数据解释精度,本文实现了基于二次耦合势的广域电磁法三维正演计算.该算法利用Helmholtz定理将麦克斯韦方程转化为库伦规范下的磁矢势和电标势耦合方程,有效改善了离散所得大型线性方程组的谱性质,并通过强加散度条件来消除电场伪解的影响.此外,采用散射场方法,其中一次场使用准解析法求解,二次场使用有限体积法求解,克服了局部激发场源奇异性问题.通过与一维层状模型下电偶源产生的电磁场准解析解对比,验证了本文算法的正确性.在此基础上,利用本文的正演算法对比分析了广域电磁法与CSAMT对典型三维目标体的探测能力,结果表明在相同的观测条件下,广域电磁法能够更准确地反映地下目标体信息,拥有更优的分辨能力.  相似文献   

12.
Tensor controlled-source audio-frequency magnetotellurics (CSAMT) can yield information about electric and magnetic fields owing to its multi-transmitter configuration compared with the common scalar CSAMT. The most current theories, numerical simulations, and inversion of tensor CSAMT are based on far-field measurements and the assumption that underground media have isotropic resistivity. We adopt a three-dimensional (3D) staggered-grid finite difference numerical simulation method to analyze the resistivity in axial anisotropic and isotropic media. We further adopt the limited-memory Broyden–Fletcher–Goldfarb–Shanno (LBFGS) method to perform 3D tensor CSAMT axial anisotropic inversion. The inversion results suggest that when the underground structure is anisotropic, the isotropic inversion will introduce errors to the interpretation.  相似文献   

13.
可控源音频大地电磁测深法(CSAMT)基本上是基于电性各向同性理论的假设,而实际地层普遍表现为电性各向异性现象,因此研究各向异性地层条件下CSAMT方法的电磁响应具有重要的理论意义和应用价值.本文从有源Maxwell方程出发,推导出了二维各向异性地层条件下无限长线源频率域的电磁场响应,得到了一组平行于线源方向的电场分量E_x和磁场分量H_x的偏微分方程,并采用有限元法进行求解.模型的计算结果表明:不论是对均匀半空间还是一维层状介质中的各向异性二维体模型的计算,均能从结果中明显地看出各向同性背景场和各向异性异常体的存在;在计算中通过改变各向异性系数或各向异性旋转角,其结果在视电阻率和相位曲线上均存在显著区别.计算结果表明了在各向异性地层中,仍然采用各向同性的假设进行CSAMT资料的处理与解释,可能会带来比较严重的误差,这种情况下必须采用基于各向异性的地质模型对CSAMT资料进行处理和解释.研究结果对于提高CSAMT方法的勘探效果和应用水平具有重要的指导意义.  相似文献   

14.
万伟  唐新功  黄清华 《地球物理学报》2019,62(12):4846-4859
陆地可控源电磁法的观测资料可依据频段范围近似地划分为近区场、中间区场及远区场,但采用测量相互正交电、磁分量,并计算视电阻率的资料处理方式只适用于远区场数据.为更有效地利用陆地可控源电磁法不同区间场的观测资料,本文结合三维数值模拟技术并采用电场分量直接进行反演的策略,对不同区间电场的响应特征与探测效果进行了分析.数值模拟结果表明:近区电场的异常响应最明显,异常响应不随频率发生显著变化,但纵向分辨能力差;远区电场异常响应随频率发生显著变化,其探测深度取决于频率的高低;中间区场较为复杂,地表电场异常响应的等值线中心并不是位于异常体中心正上方,而是在沿场传播方向上向异常体与围岩的分界面处偏移,并且发现中间区场资料的加入会影响反演结果的准确性.综合合成数据和野外实测资料的反演结果,发现结合近区场和远区场资料而舍弃中间区场资料的反演效果更佳,这为陆地可控源电磁法资料的反演解释提供了一种有效途径.  相似文献   

15.
Shallow conductive heterogeneity can lead to static shifts ain the apparent resistivity sounding curve of controlled-source audio-frequency magnetotellurics (CSAMT). The static effect will shift the apparent resistivity curves along with axial log-log coordinates. Such an effect, if not properly processed, can distort the resistivity of rock formation and the depth of interfaces, and even make the geological structures unrecognizable. In this paper, we discuss the reasons and characteristics of the static shift and summarize the previous studies regarding static shift correction. Then, we propose the Guided Image Filtering algorithm to suppress static shifts in CSAMT. In detail, we use the multi-window superposition method to superimpose 1D signals into a 2D matrix image, which is subsequently processed with Guided Image Filtering. In the synthetic model study and field examples, the Guided Image Filtering algorithm has effectively corrected and suppressed static shifts, and finally improved the precision of data interpretation.  相似文献   

16.
In order to interpret field data from small-loop electromagnetic (EM) instruments with fixed source–receiver separation, 1D inversion method is commonly used due to its efficiency with regard to computation costs. This application of 1D inversion is based on the assumption that small-offset broadband EM signals are insensitive to lateral resistivity variation. However, this assumption can be false when isolated conductive bodies such as man-made objects are embedded in the earth. Thus, we need to clarify the applicability of the 1D inversion method for small-loop EM data. In order to systematically analyze this conventional inversion approach, we developed a 2D EM inversion algorithm and verified this algorithm with a synthetic EM data set. 1D and 2D inversions were applied to synthetic and field EM data sets. The comparison of these inversion results shows that the resistivity distribution of the subsurface constructed by the 1D inversion approach can be distorted when the earth contains man-made objects, because they induce drastic variation of the resistivity distribution. By analyzing the integrated sensitivity of the small-loop EM method, we found that this pitfall of 1D inversion may be caused by the considerable sensitivity of the small-loop EM responses to lateral resistivity variation. However, the application of our 2D inversion algorithm to synthetic and field EM data sets demonstrate that the pitfall of 1D inversion due to man-made objects can be successfully alleviated. Thus, 2D EM inversion is strongly recommended for detecting conductive isolated bodies, such as man-made objects, whereas this approach may not always be essential for interpreting the EM field data.  相似文献   

17.
Researchers in the field of electromagnetic modelling and inversion have taken advantage of the impressive improvements of new computer hardware to explore exciting new initiatives and solid extensions of older ideas. Finite-difference time-stepping methods have been successfully applied to full-domain 3D models. Another new method combines time-stepping with spatial frequency solutions. The 2D model 3D source (2.5D) problem is also receiving fresh attention both for continental and sea floor applications.The 3D inversion problem is being attacked by several researchers using distorted Born approximation methods. Q-domain inversions using transformation to pseudo-wave field and travel time tomography have also been successfully tested for low contrast problems. Subspace methods have been successful in dramatically reducing the computational burden of the under-determined style of inversion. Static magnetic field interpretation methods are proving useful for delineating the position of closely-spaced multiple targets.Novel (appeals to nature) methods are also being investigated. Neural net algorithms have been tested for determining the depth and offset of buried pipes from EM ellipticity data. Genetic algorithms and simulated annealing have been tested for extremal model construction.The failure of researchers to take adequate account of the properties of the mathematical transformation from algorithms to the number domain represented by the computing process remains a major stumbling block. Structured programming, functional languages, and other software tools and methods are presented as an essential part of the serial process leading from EM theory to geological interpretation.  相似文献   

18.
在一些地层层理发育的地区,地下介质存在显著的电各向异性,此时基于各向同性模型解释含各向异性效应的可控源音频大地电磁(CSAMT)测深观测数据会导致错误的结果.本文通过引入3×3的对称正定张量表征电导率各向异性,采用非结构四面体网格和矢量有限元方法离散电场满足的矢量Helmholtz方程,并将电磁场源等效为系列电偶极子,实现任意各向异性介质中CSAMT高效数值模拟.本文首先通过层状各向异性模型检验三维有限元算法的精度和有效性,进一步建立三维地电模型研究异常体各向异性和围岩各向异性对CSAMT响应的影响,最后使用视电阻率极性图来识别各向异性电导率主轴方向.数值模拟结果表明,各向异性电导率对CSAMT视电阻率幅值及分布规律都有很大影响,视电阻率极性图能够很好地识别各向异性主轴方向.  相似文献   

19.
A two-dimensional forward and backward algorithm for the controlled-source audio-frequency magnetotelluric (CSAMT) method is developed to invert data in the entire region (near, transition, and far) and deal with the effects of artificial sources. First, a regularization factor is introduced in the 2D magnetic inversion, and the magnetic susceptibility is updated in logarithmic form so that the inversion magnetic susceptibility is always positive. Second, the joint inversion of the CSAMT and magnetic methods is completed with the introduction of the cross gradient. By searching for the weight of the cross-gradient term in the objective function, the mutual influence between two different physical properties at different locations are avoided. Model tests show that the joint inversion based on cross-gradient theory offers better results than the single-method inversion. The 2D forward and inverse algorithm for CSAMT with source can effectively deal with artificial sources and ensures the reliability of the final joint inversion algorithm.  相似文献   

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