CN104123449A - Subregion local variable-density non-equidistant dual mesh division method for complex mountainous region - Google Patents

Subregion local variable-density non-equidistant dual mesh division method for complex mountainous region Download PDF

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CN104123449A
CN104123449A CN201410339695.6A CN201410339695A CN104123449A CN 104123449 A CN104123449 A CN 104123449A CN 201410339695 A CN201410339695 A CN 201410339695A CN 104123449 A CN104123449 A CN 104123449A
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孙章庆
孙建国
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Jilin University
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Abstract

The invention relates to a subregion local variable-density non-equidistant dual mesh division method for a complex mountainous region. The method comprises the steps that an overall model framework of the complex mountainous region is established according to the earth surface elevation and the calculated region range, the whole model framework is divided through square coarse meshes in sequence, a complex earth surface nearby region is divided through variable-density densified non-equidistant meshes, a seismic origin nearby region is divided through variable-density densified meshes, and other regions are divided through dual uniformly-multiplied densified meshes. By means of the meshes, the complex earth surface morphology and the distribution conditions of complex media nearby the earth surface can be depicted accurately and subtly, the boundary conditions nearby the complex earth surface can be achieved accurately and stably, the problem of a large error nearby a source point can be solved on the premise of not substantially increasing the calculated amount, the calculating efficiency can be improved substantially on the premise of guaranteeing the calculating accuracy, and spending of too much mesh generation cost, an extra storage space and extra calculated amount are not needed.

Description

复杂山地区域的分区局部变加密不等距双重网格剖分方法Partition local densification and unequal distance dual grid generation method in complex mountainous area

技术领域technical field

本发明涉及一种地球物理领域地震波数值模拟、数据处理等技术中的一种针对复杂介质模型的网格剖分方法,尤其是针对复杂山地模型的精细网格剖分方法。The invention relates to a grid subdivision method for complex medium models in technologies such as seismic wave numerical simulation and data processing in the field of geophysics, especially a fine grid subdivision method for complex mountain models.

背景技术Background technique

复杂的山地地质条件常常会给复杂山地区域地震波数值模拟、数据处理等技术带来很多棘手的难题。针对复杂山地模型的网格剖分技术,则是影响复杂山地条件下地震波数值模拟、数据处理等技术的精度、效率、稳定性等性质的一项基础性和关键性的技术Complex mountainous geological conditions often bring many thorny problems to technologies such as seismic wave numerical simulation and data processing in complex mountainous areas. The meshing technology for complex mountain models is a basic and key technology that affects the accuracy, efficiency, and stability of seismic wave numerical simulation and data processing technologies under complex mountain conditions.

目前,对复杂山地模型的网格剖分,通常采用均匀单一的阶梯网格、不等距网格、曲线网格等。在对复杂山地模型的复杂地表形态和近地表复杂介质分布情况的准确刻画、数值计算的复杂地表边界条件和震源附近误差较大问题的处理等重要技术环节中,上述均匀单一的网格均很难取得好的效果。首先,阶梯网格实际上是对地表形态进行一种阶梯状近似的处理,这种近似处理除了对地表形态刻画不准确外,还会造成地震波场的局部边界绕射和角点散射等问题;其次,均匀单一的不等距网格虽然准确定位了地表高程位置,也易于地表边界条件的实现,但与近地表附近的加密处理网格相比,其无法对地表形态和近地表复杂介质进行更为精细的刻画;最后,曲线网格虽然是针对复杂地表处边界条件的易于实现而提出的,但其同样无法对地表形态和近地表复杂介质进行更为精细的刻画,并且曲线网格的生成通常需要花费额外的大量的网格生成成本,此外地震波数值模拟技术在该网格通常会遇到数值不稳定的问题,尤其是在地表形态很复杂、局部地表高程变化很剧烈时,这种曲线网格生成技术不易取得好的网格生成质量且数值实现的稳定性更难以保证。At present, for the grid division of complex mountain models, uniform and single stepped grids, unequal grids, and curved grids are usually used. In the important technical links such as the accurate description of the complex surface shape of the complex mountain model and the distribution of the complex medium near the surface, the complex surface boundary conditions of the numerical calculation, and the treatment of the problem of large errors near the source, the above-mentioned uniform and single grid is very good. Difficult to achieve good results. First of all, the step grid is actually a kind of step-like approximation to the surface shape. In addition to the inaccurate description of the surface shape, this approximation will also cause problems such as local boundary diffraction and corner scattering of the seismic wave field; Secondly, although the uniform and single non-equidistant grid can accurately locate the surface elevation position, it is also easy to realize the surface boundary conditions, but compared with the densified processing grid near the surface, it cannot accurately determine the shape of the surface and the complex medium near the surface. More detailed description; Finally, although the curved grid is proposed for the easy realization of the boundary conditions on the complex surface, it is also unable to perform a finer description of the surface morphology and the complex medium near the surface, and the curved grid Generation usually requires a large amount of additional grid generation costs. In addition, seismic wave numerical simulation technology usually encounters numerical instability problems in this grid, especially when the surface shape is very complex and the local surface elevation changes sharply. Curvilinear mesh generation technology is not easy to obtain good mesh generation quality and the stability of numerical realization is more difficult to guarantee.

《地球物理学报》2005年05期公开了赵爱华等“宽角反射地震波走时模拟的双重网格法”,本文尝试同时提高宽角反射地震资料解释效率和可靠性的方法,即使用双重网格计算宽角反射地震波走时和射线路径的最小走时树方法,双重网格法在均匀介质内部仅计算大网格节点,在速度变化点、震源点和检波点区域,同时计算小网格节点;在界面边界点使用比介质内部节点更大的子波传播区域,模型计算结果表明,对于大尺度的层状块状均匀介质模型,在保证精度的条件下,本文所提出的双重网格射线追踪方法的计算效率比单网格方法显著提高。"Journal of Geophysics" 2005 Issue 05 published Zhao Aihua et al. "Double grid method for simulation of travel time of wide-angle reflection seismic waves". The minimum travel time tree method of wide-angle reflection seismic wave travel time and ray path, the double grid method only calculates large grid nodes in the homogeneous medium, and calculates small grid nodes at the same time in the velocity change point, source point and receiver point area; at the interface The boundary points use a larger wavelet propagation area than the internal nodes of the medium. The calculation results of the model show that for a large-scale layered block uniform medium model, under the condition of ensuring accuracy, the dual grid ray tracing method proposed in this paper can achieve Computational efficiency is significantly improved over single-grid methods.

《地球物理学进展》2006年04期公开了吕玉增等“复杂地形条件下四面体剖分电阻率三维有限元数值模拟”,地形起伏对电阻率影响非常大,复杂地形条件下的电阻率异常解释一直受到很多的关注,本文提出了一种四面体网格交叉剖分方法,剖分的网格相互交错,使剖分的网格具有多样性,能较好地模拟复杂地形情况下的地电模型.同时,从点电源场满足的方程出发,本文推导了三维复杂地形条件下有限元数值模拟算法,并编制了计算程序,算例表明,本方法行之有效,计算精度高。"Advances in Geophysics" 2006 Issue 04 published Lu Yuzeng's "Three-dimensional Finite Element Numerical Simulation of Tetrahedral Subdivision Resistivity under Complex Terrain Conditions". It has been receiving a lot of attention. This paper proposes a tetrahedral grid cross-subdivision method. The subdivided grids are interlaced with each other, so that the subdivided grids are diverse and can better simulate geoelectricity in complex terrain conditions. Model. At the same time, starting from the equation satisfied by the point power field, this paper deduces the finite element numerical simulation algorithm under the condition of three-dimensional complex terrain, and compiles the calculation program. The example shows that this method is effective and the calculation accuracy is high.

《中国煤田地质》2006年02期公开了李晓斌等“复杂地表条件剖分折射法静校正处理方法探索”,通过分析在复杂地区使用常规静校正处理方法所暴露的问题,提出采用折射波垂直剖分法对地震资料进行静校正,首先建立近地表折射波剖分模型,用等间距或不等间距的垂向网格把折射波分成若干个单元,每个单元的折射波速度近似为一常数,而不同单元间速度的变化则反映了整个近地表层速度的横向变化,在实际应用时可利用多张单炮记录相关正交求解速度。"China Coalfield Geology" published No. 02, 2006, Li Xiaobin et al. "Exploration of Static Correction Method of Subdivision Refraction Method under Complex Surface Conditions". The subdivision method is used to perform static correction on seismic data. Firstly, a near-surface refraction wave subdivision model is established, and the refraction wave is divided into several units by vertical grids with equal or unequal spacing. The refraction wave velocity of each unit is approximately a constant. , while the variation of velocity between different units reflects the lateral variation of the velocity of the entire near-surface layer. In practical application, multiple single-shot records can be used to solve the velocity correlation orthogonally.

中国石油大学2012硕士论文公开了谢金平“起伏地表条件下变网格正演模拟”。首先是针对起伏地表条件下自由边界的处理,本文研究了真空法和广义虚像法相结合来处理该边界的方法,在起伏地表处不是直接处理正应力,而是对切应力直接采样,使其效率有一定的提高;再是采用弹性波交错网格有限差分来离散弹性波方程,还引入了变网格来提高起伏地表正演模拟的效率,对地表局部网格加密处理,地表局部网格步长较小,同时相对全局精细网格差分明显提高效率,节省了计算内存。采用高阶交错网格差分模拟,靠近边界时采用逐步降阶处理,在边界处实现自由边界条件。China University of Petroleum's 2012 master's thesis published Xie Jinping's "variable grid forward simulation under undulating surface conditions". The first is to deal with the free boundary under the condition of undulating surface. This paper studies the method of combining the vacuum method and the generalized virtual image method to deal with the boundary. In the undulating surface, the shear stress is not directly processed, but the shear stress is directly sampled to make it more efficient. It has been improved to a certain extent; secondly, elastic wave staggered grid finite difference is used to discretize the elastic wave equation, and variable grid is introduced to improve the efficiency of forward modeling of undulating surface. The length is small, and at the same time, the efficiency is significantly improved compared with the global fine grid difference, and the calculation memory is saved. A high-order staggered grid differential simulation is used, and a step-by-step reduction process is used when approaching the boundary, and free boundary conditions are realized at the boundary.

实际上,对复杂山地模型进行网格剖分时需要解决如下几个核心问题:①如何对复杂地表形态和近地表复杂介质分布进行准确精细地描述;②如何准确稳定地实现地震波数值模拟、数据处理等技术在复杂地表处的边界条件;③如何处理数值模拟、数据处理等技术在震源附近误差较大的问题;④如何解决数值模拟、数据处理等技术计算量庞大的问题。In fact, the following core problems need to be solved when meshing complex mountain models: ①How to accurately and finely describe the complex surface morphology and the distribution of complex media near the surface; ②How to accurately and stably realize the numerical simulation of seismic waves, data Processing and other technologies on the complex surface boundary conditions; ③How to deal with the problem of large errors in numerical simulation, data processing and other technologies near the source; ④How to solve the problem of huge calculations in numerical simulation, data processing and other technologies.

发明内容Contents of the invention

本发明的目的就在于针对上述现有均匀单一的阶梯网格、不等距网格、曲线网格等网格的缺陷,提供一种针对复杂山地区域的分区局部变加密不等距双重网格剖分方法。The purpose of the present invention is to provide a dual grid with variable local density and unequal distance for complex mountainous areas to address the defects of the above-mentioned existing uniform and single ladder grid, unequal grid, and curved grid. splitting method.

本发明通过以下技术方案及步骤实现的:The present invention is realized through the following technical solutions and steps:

a、根据地表高程和计算区域范围构建复杂山地区域的整体模型框架;a. Construct the overall model framework of the complex mountain area according to the surface elevation and the calculation area;

b、采用均匀的网格间距较大的正方形粗网格剖分上述模型框架;b. Subdividing the above-mentioned model frame by using a square coarse grid with a relatively large grid spacing;

c、去掉步骤b网格的地表以上部分,但保留地表在网格线上的准确位置,进而在地表附近形成不等距网格;c. Remove the part above the surface of the grid in step b, but keep the accurate position of the surface on the grid line, and then form an unequal grid near the surface;

d、从地表出发,由近及远对上述粗网格按照(2n,2n-1,2n-2,…,2)指数衰减的加密程度进行网格的局部变密度加密,进而形成地表附近的局部变加密网格;d. Starting from the surface, from near to far, the above coarse grids are densified locally according to the densification degree of (2 n ,2 n-1 ,2 n-2 ,…,2) exponential attenuation, and then form A locally densified grid near the surface;

e、从指定的震源点出发,由近及远对上述步骤d的网格按照(2n,2n-1,2n-2,…,2)指数衰减的加密方式进行网格的局部变密度加密,进而形成源点附近的局部变加密网格;e. Starting from the designated source point, the grid in the above step d is locally changed according to the encryption method of (2 n ,2 n-1 ,2 n-2 ,…,2) exponential attenuation from near to far. Density-densification, thereby forming a local densification grid near the source point;

f、对步骤d和e加密部分以外的网格进行均匀的2n倍加密,该加密部分的网格与本步骤之前的网格形成双重网格,在数值计算时,双重网格为整个模型的剖分网格,步骤e的网格为计算网格,本步骤中加密网格节点上的计算结果是通过对局部邻近计算网格上的计算结果进行插值计算所得。f. Carry out uniform 2 n times encryption to the grids other than the encrypted part of steps d and e. The grid of this encrypted part forms a double grid with the grid before this step. In numerical calculation, the double grid is the whole model The subdivision grid of step e is the calculation grid, and the calculation results on the dense grid nodes in this step are obtained by interpolating the calculation results on the local adjacent calculation grids.

所述的2n倍加密中的n为加密指数。加密指数n由计算精度、计算效率和存储量综合确定。In the 2 n times encryption, n is an encryption index. The encryption index n is comprehensively determined by calculation accuracy, calculation efficiency and storage capacity.

有益效果:①地表附近的变加密不等距网格能够精细准确地刻画复杂地表形态和近地表复杂介质分布情况;②有利于数值模拟、数据处理等精确稳定地实现地表附近的边界条件;③震源点附近的变加密网格有利于在不大幅度增加计算量的前提下,解决数值模拟、数据处理等技术在源点附近误差较大的问题;④整个区域的双重网格可以在保证计算精度的前提下,大幅度提高数值模拟、数据处理等的计算效率,同时还可以大幅度提高一些数据处理技术的深度采样率;⑤整个网格剖分方法无需花费过多的网格生成成本,同时在数值计算时也无需花费过多额外的存储空间和计算成本。Beneficial effects: ①The variable-densification unequal-distance grid near the surface can precisely and accurately describe the complex surface morphology and the distribution of complex media near the surface; ②It is conducive to accurate and stable realization of boundary conditions near the surface for numerical simulation and data processing;③ The denser grid near the source point is conducive to solving the problem of large errors in numerical simulation, data processing and other technologies near the source point without greatly increasing the amount of calculation; Under the premise of accuracy, the calculation efficiency of numerical simulation and data processing can be greatly improved, and at the same time, the deep sampling rate of some data processing technologies can be greatly improved; At the same time, there is no need to spend too much extra storage space and calculation cost during numerical calculation.

附图说明Description of drawings

附图1分区局部变加密不等距双重网格建立的流程及示意图;Accompanying drawing 1 is the process and schematic diagram of establishment of unequal-distance dual grids with local densification and localization;

附图2采用本发明的网格剖分经过起伏地表修正后的Marmousi模型;Accompanying drawing 2 adopts the Marmousi model after the undulating land surface correction of grid division of the present invention;

附图3采用本发明的网格剖分SEG起伏地表Foothill模型。Accompanying drawing 3 adopts grid division SEG undulating surface Foothill model of the present invention.

具体实施方式Detailed ways

下面结合附图和实施实例进一步说明本发明的具体实施方式。如图1流程示意图所示,针对复杂山地区域的分区局部变加密不等距双重网格剖分技术的具体实施方式为如下步骤:The specific implementation manner of the present invention will be further described below in conjunction with the accompanying drawings and implementation examples. As shown in the schematic diagram of the flow chart in Figure 1, the specific implementation method of the dual grid subdivision technology with localized densification and unequal distance for complex mountainous areas is as follows:

a、如图1步骤a所示,根据地表高程和计算区域范围构建复杂山地区域的整体模型框架;a. As shown in step a of Figure 1, construct the overall model framework of the complex mountain area according to the surface elevation and the calculation area;

b、如图1步骤b所示,采用均匀的网格间距较大的正方形粗网格剖分上述模型框架;b. As shown in Figure 1 step b, the above-mentioned model frame is divided by using a square coarse grid with a relatively large grid spacing;

c、如图1步骤c所示,去掉步骤b网格的地表以上部分,但保留地表在网格线上的准确位置,进而在地表附近形成不等距网格;c, as shown in Figure 1 step c, remove the part above the surface of the grid in step b, but keep the accurate position of the surface on the grid line, and then form an unequal grid near the surface;

d、如图1步骤d所示,从地表出发,由近及远对上述粗网格按照(2n,2n-1,2n-2,…,2)指数衰减的加密程度进行网格的局部变密度加密,进而形成地表附近的局部变加密网格;d. As shown in step d of Figure 1, starting from the surface, grid the above coarse grid according to (2 n ,2 n-1 ,2 n-2 ,…,2) exponentially attenuated densification degree from near to far The local densification and densification of , thus forming a local densification grid near the surface;

e、如图1步骤e所示,从指定的震源点出发,由近及远对上述步骤d的网格按照(2n,2n-1,2n-2,…,2)指数衰减的加密方式进行网格的局部变密度加密,进而形成源点附近的局部变加密网格;e. As shown in step e of Figure 1, starting from the designated source point, the grid in the above step d is decayed exponentially according to (2 n ,2 n-1 ,2 n-2 ,…,2) from near to far The encryption method performs local variable density encryption of the grid, and then forms a local variable density grid near the source point;

f、对步骤d和e加密部分以外的网格进行均匀的2n倍加密,该加密部分的网格与本步骤之前的网格形成双重网格,在数值计算时,双重网格为整个模型的剖分网格,步骤e的网格为计算网格,本步骤中加密网格节点上的计算结果是通过对局部邻近计算网格上的计算结果进行插值计算所得。f. Carry out uniform 2 n times encryption to the grids other than the encrypted part of steps d and e. The grid of this encrypted part forms a double grid with the grid before this step. In numerical calculation, the double grid is the whole model The subdivision grid of step e is the calculation grid, and the calculation results on the dense grid nodes in this step are obtained by interpolating the calculation results on the local adjacent calculation grids.

所述的2n倍加密中的n为加密指数。加密指数n由计算精度、计算效率和存储量综合确定。In the 2 n times encryption, n is an encryption index. The encryption index n is comprehensively determined by calculation accuracy, calculation efficiency and storage capacity.

实施例1Example 1

如图2所示,引入一个对经典Marmousi模型经过加入地表修正后的复杂地表Marmousi模型,该模型地表起伏相对很剧烈。采用本发明的网格剖分技术对其进行剖分时,设步骤b采用的较大的正方形粗网格的网格间距为h。在对地表附近网格进行指数加密时指数因子最大取n=4,即离地表最近网格的间距为h/16,而每个指数加密因子(分别为n=4,3,2)分别对应的网格加密的区域范围为从地表处开始逐次向下延伸不超过1.0h、1.5h、2.0h的范围。在对震源附近网格进行指数加密时同样指数因子最大取n=4,即离震源最近网格的间距为h/16,而每个指数加密因子(分别为n=4,3,2)分别对应的网格加密的区域范围为以震源为圆心的宽度为2h的依次向外延伸的同心圆环。最后,在步骤f形成双重网格时,对正方形粗网格的成倍加密程度的倍数为2,即双重网格的网格间距为h/2。分析图2的剖分结果可知:本发明提出的网格剖分技术能够相对精细地刻画复杂地表的形态,也能精细地描述近地表介质的复杂分布情况,同时还能对震源附近的网格进行变密度加密。As shown in Figure 2, a complex surface Marmousi model is introduced to the classic Marmousi model after adding surface correction, and the surface fluctuations of this model are relatively severe. When using the grid subdivision technology of the present invention to subdivide it, set the grid spacing of the larger square coarse grid used in step b as h. When performing exponential encryption on the grid near the surface, the maximum index factor is n=4, that is, the distance between the nearest grid to the surface is h/16, and each exponential encryption factor (respectively n=4, 3, 2) corresponds to The range of the grid densification area starts from the surface and extends downward successively for no more than 1.0h, 1.5h, and 2.0h. When performing exponential refinement on the grid near the seismic source, the maximum exponential factor is n=4, that is, the distance between the grids closest to the seismic source is h/16, and each exponential refinement factor (respectively n=4, 3, 2) is respectively The corresponding grid-densified area range is concentric rings with a width of 2h and a width of 2h with the center of the seismic source as the center. Finally, when the double grid is formed in step f, the multiple of the doubling densification degree of the square coarse grid is 2, that is, the grid spacing of the double grid is h/2. Analysis of the subdivision results in Figure 2 shows that the grid subdivision technology proposed by the present invention can describe the shape of the complex surface relatively finely, and can also describe the complex distribution of the near-surface medium finely, and at the same time, it can also analyze the grid near the seismic source. Perform variable density encryption.

实施例2Example 2

如图3所示,模型为经典SEG起伏地表Foothill模型,该模型的一些区域地表高程变化相对剧烈。同样采用本发明的网格剖分技术对其进行剖分时,设步骤b采用的较大的正方形粗网格的网格间距为h。在对地表附近网格进行指数加密时指数因子最大取n=4,即离地表最近网格的间距为h/16,而每个指数加密因子(分别为n=4,3,2)分别对应的网格加密的区域范围为从地表处开始逐次向下延伸不超过1.0h、1.5h、2.0h的范围。在对震源附近网格进行指数加密时同样指数因子最大取n=4,即离震源最近网格的间距为h/16,而每个指数加密因子(分别为n=4,3,2)分别对应的网格加密的区域范围为以震源为圆心的宽度为2h的依次向外延伸的同心圆环。最后,在步骤f形成双重网格时,对正方形粗网格的成倍加密程度的倍数为2,即双重网格的网格间距为h/2。分析图3的剖分结果可知:本发明提出的网格剖分技术能够相对精细地刻画复杂地表的形态,也能精细地描述近地表介质的复杂分布情况,同时还能对震源附近的网格进行变密度加密。As shown in Figure 3, the model is the classic SEG undulating surface Foothill model, and the surface elevation changes in some areas of the model are relatively drastic. Also, when it is subdivided by the grid subdivision technology of the present invention, the grid spacing of the larger square coarse grid used in step b is set to be h. When performing exponential encryption on the grid near the surface, the maximum index factor is n=4, that is, the distance between the nearest grid to the surface is h/16, and each exponential encryption factor (respectively n=4, 3, 2) corresponds to The range of the grid densification area starts from the surface and extends downward successively for no more than 1.0h, 1.5h, and 2.0h. When performing exponential refinement on the grid near the seismic source, the maximum exponential factor is n=4, that is, the distance between the grids closest to the seismic source is h/16, and each exponential refinement factor (respectively n=4, 3, 2) is respectively The corresponding grid-densified area is a concentric ring with a width of 2h and a width of 2h centered on the hypocenter. Finally, when the double grid is formed in step f, the multiple of the doubling density of the square coarse grid is 2, that is, the grid spacing of the double grid is h/2. Analysis of the subdivision results in Figure 3 shows that the grid subdivision technology proposed in the present invention can describe the shape of the complex surface relatively finely, and can also describe the complex distribution of the near-surface medium finely, and at the same time, it can also accurately describe the grid near the seismic source. Perform variable density encryption.

Claims (2)

1.一种复杂山地区域的分区局部变加密不等距双重网格剖分方法,其特征在于,包括以下步骤:  1. A method for subdivision local variable densification unequal distance double grid subdivision in complex mountain area, is characterized in that, comprises the following steps: a、根据地表高程和计算区域范围构建复杂山地区域的整体模型框架;  a. Construct the overall model framework of the complex mountain area according to the surface elevation and the calculation area; b、采用均匀的网格间距较大的正方形粗网格剖分步骤a构建的模型框架;  b. The model framework constructed in step a by adopting a square coarse grid with uniform grid spacing; c、去掉步骤b网格的地表以上部分,但保留地表在网格线上的准确位置,进而在近地表附近形成不等距网格;  c. Remove the part above the surface of the grid in step b, but keep the exact position of the surface on the grid line, and then form an unequal grid near the surface; d、从地表出发,由近及远对上述粗网格按照(2n,2n-1,2n-2,…,2)指数衰减的加密程度进行网格的局部变密度加密,形成近地表的局部变加密网格;  d. Starting from the surface, from the near to the far, the above coarse grids are densified locally according to the densification degree of (2 n ,2 n-1 ,2 n-2 ,…,2) exponential attenuation, forming a near The local densified grid of the surface; e、从指定的震源点出发,由近及远对步骤d的网格按照(2n,2n-1,2n-2,…,2)指数衰减加密方式进行网格局部变密度加密,形成源点附近的局部变加密网格;  e. Starting from the designated source point, the grid in step d is densified locally according to the (2 n ,2 n-1 ,2 n-2 ,…,2) exponential attenuation encryption method from near to far, Form a local densified grid near the source point; f、对步骤d和e加密部分以外的网格进行均匀的2n倍加密,该加密部分的网格与本步骤之前的网格形成双重网格,在数值计算时,双重网格为整个模型的剖分网格,步骤e的网格为计算网格,本步骤中加密网格节点上的计算结果是通过对局部邻近计算网格上的计算结果进行插值计算所得。  f. Carry out uniform 2 n times encryption to the grids other than the encrypted part of steps d and e. The grid of this encrypted part forms a double grid with the grid before this step. In numerical calculation, the double grid is the whole model The subdivision grid of step e is the calculation grid, and the calculation results on the dense grid nodes in this step are obtained by interpolating the calculation results on the local adjacent calculation grids. 2.按照权利要求1所述的复杂山地区域的分区局部变加密不等距双重网格剖分方法,其特征在于,步骤c、e和f中2n的n为加密指数。  2. according to the subregion of the complex mountainous area described in claim 1, the method for subdivision localized densification and non-equidistant double meshing is characterized in that, the n of 2 n in the steps c, e and f is the densification index.
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