WO2018107905A1 - Method for periodically measuring time thickness of sedimentary stratum using receiver function - Google Patents
Method for periodically measuring time thickness of sedimentary stratum using receiver function Download PDFInfo
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- G01V1/28—Processing seismic data, e.g. for interpretation or for event detection
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- the invention relates to the field of solid geophysical research, and is used for earth structure research and determination of basement depth of a sedimentary basin, and particularly relates to a method for determining the thickness of a sedimentary stratum.
- the time thickness of the sedimentary stratum refers to the time when the seismic wave propagates vertically downward from the surface to the bottom interface of the sedimentary layer and then propagates back up to the surface. This time can be used to characterize the relative thickness of the sedimentary stratum and the buried depth of the basin basement.
- the earth consists of the earth's crust, the mantle and the earth's core.
- the properties such as the nature and thickness of the crust are closely related to geological disasters such as natural earthquakes, and the sedimentary basins on it are closely related to the enrichment of mineral resources.
- Both the basement depth of the sedimentary basin and the thickness of the sedimentary stratum are very important physical quantities, both in the study of the crust and mantle structure of the Earth, and in the evolution of sedimentary basins and mineral resources.
- the commonly used sedimentary basin basement measurement methods are mainly drilling method, gravity exploration method and magnetotelluric sounding.
- the drilling method is not only expensive, but also provides only a little layer of information;
- the gravity exploration method and the magnetotelluric sounding method use the method of downward extension of the potential field, and its accuracy is affected by the depth of exploration.
- artificial seismic methods in oil and gas exploration can also be used to conduct research on sedimentary strata, which can obtain subsurface images, but also requires high costs and does not guarantee substrate reflection.
- the object of the present invention is to provide a method for periodically measuring the thickness of a sedimentary formation by using a receiving function, which utilizes a teleseismic signal with a magnitude above 4.0 in a natural earthquake, and analyzes the period in which the seismic wave is reflected multiple times in the sedimentary stratum. The time thickness of the sedimentary formation.
- a method of measuring the thickness of a sedimentary formation comprising the following steps in sequence:
- step b the periodic detection method of the autocorrelation function is:
- step c it is determined whether the periodicity of each seismic event i is a periodicity caused by a sedimentary formation below the receiving station, and the specific determination method is:
- the invention selects the recorded fourth-order teleseismic data with an epicenter distance of 30°-100°, and extracts the periodicity of the receiving function by using an autocorrelation function, and the seismic wave at this distance is incident at a close vertical angle on the shell-ankle interface.
- the seismic wave reaches the seismic station almost vertically.
- the seismic wave velocity of the sedimentary layer is much lower than the seismic wave velocity of the crust, the seismic wave propagates almost vertically in the sedimentary layer.
- the earth's surface is the contact surface of the sedimentary layer with the air, it is a good reflective interface.
- the sedimentary layer is the interface between the sedimentary stratum and the earth's crust, and it is also a good interface. After the seismic wave enters the sedimentary layer, the two interfaces are at the interface. It is reflected back and forth multiple times to form a sound.
- the present invention utilizes the period of the sounding of the receiving function to obtain the time thickness of the deposited formation, that is, the vertical two-way travel of seismic waves in the sedimentary formation.
- the invention automatically recognizes the periodicity of the receiving function by using the adjacent amplitude extreme value ratio and the amplitude extreme point delay time double discriminating condition on the autocorrelation function curve of the receiving function, after obtaining the period of the plurality of receiving functions of the same seismic station.
- the periodicity caused by the sedimentary stratum below the seismic station is identified by the periodic difference of the different components of the receiving function.
- the mathematical mean value algorithm is used to obtain the average time thickness reflecting the thickness of the sediment stratum below the seismic station.
- Figure 1 is a flow chart of the method of the present invention
- Figure 2 is a diagram of a receiver function with periodicity
- Figure 3 is a diagram of a periodic autocorrelation function
- Figure 4 is a diagram of a receiving function without periodicity
- Figure 5 is a diagram of an autocorrelation function without periodicity
- Figure 6 is a graph showing the time thickness of a sedimentary stratum in the Williston Basin, USA, in accordance with an embodiment of the present invention.
- the present invention proposes a method for periodically measuring the thickness of a deposited formation using a receiving function.
- the method of the present invention for measuring the thickness of a deposited formation comprises the following steps:
- the first step is to select the teleseismic earthquake with a seismic station above 4.0 in the sedimentary basin (the epicentral distance is 30° to 100°);
- the second step is to calculate an autocorrelation function of three receiving functions for each seismic event
- the third step is to detect whether each event has periodicity
- the fourth step is to calculate the mean of all periodic functions as the time thickness of the sedimentary formation.
- the method of the invention is used in the Williston Basin in North America.
- the basin is rich in oil and gas resources and is a typical Karatun basin.
- the time when the converted wave generated by the seismic wave on the Moho surface reaches the station is set to 0, and the receiving function usable for the research of the present invention is selected according to whether there is a significant converted wave at time 0.
- Figures 2 and 4 show the selected receive function, which shows that the attachment has a significant strong amplitude at time zero.
- the number of matching receiving functions is 19462 in this example.
- the autocorrelation functions of the 19462 receiving functions are respectively calculated, and two types of autocorrelation functions are obtained.
- One class is shown in FIG. 3, which is a typical periodic receiving function autocorrelation function; one class is shown in FIG. Is an autocorrelation function of a typical aperiodic receiver function.
- the periodic data of the receiving function of 307 stations is finally obtained.
- the latitude and longitude of the station are: 44.4795° and -98.4772°, respectively, and the effective seismic events connected are 372.
- the following table shows the periodicity of the detected partial seismic events, and the validity of the rule according to the third step of the present invention is given. These valid period data are used to calculate the time thickness of the deposited formation below the site to be 1.0209 s.
- time thickness data of the deposited formation below each station is obtained.
- 264 stations received valid time thicknesses.
- the data of some stations is shown in Table 2.
- the time thickness map shown in Fig. 6 can be drawn.
- the contours obtained by the conventional method are given in Fig. 6, which are basically similar, but the method is more reliable. It does not require special geophysical observations, and existing natural seismic detection data can be used.
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Abstract
Description
本发明涉及固体地球物理研究领域,用于地球构造研究以及沉积盆地基底深度测定,具体涉及一种沉积地层时间厚度的测定方法。The invention relates to the field of solid geophysical research, and is used for earth structure research and determination of basement depth of a sedimentary basin, and particularly relates to a method for determining the thickness of a sedimentary stratum.
沉积地层的时间厚度是指地震波从地表垂直向下传播到沉积层底界面再向上传播回到地表的时间,该时间可用于刻画沉积地层相对厚度和盆地基底埋深。The time thickness of the sedimentary stratum refers to the time when the seismic wave propagates vertically downward from the surface to the bottom interface of the sedimentary layer and then propagates back up to the surface. This time can be used to characterize the relative thickness of the sedimentary stratum and the buried depth of the basin basement.
根据地球板块构造理论,地球由地壳、地幔与地核构成。地壳的性质与厚度等属性与天然地震等地质灾害密切相关,其上的沉积盆地则与矿产资源的富集关系密切。无论是在地球的壳幔构造研究中,还是在沉积盆地演化与矿产资源评价中,沉积盆地基底深度与沉积地层厚度都是非常重要的物理量。According to the theory of earth plate tectonics, the earth consists of the earth's crust, the mantle and the earth's core. The properties such as the nature and thickness of the crust are closely related to geological disasters such as natural earthquakes, and the sedimentary basins on it are closely related to the enrichment of mineral resources. Both the basement depth of the sedimentary basin and the thickness of the sedimentary stratum are very important physical quantities, both in the study of the crust and mantle structure of the Earth, and in the evolution of sedimentary basins and mineral resources.
目前常用的沉积盆地基底测量方法主要是钻探法、重力勘探法以及大地电磁测深。其中,钻探法不仅费用昂贵,而且只能提供一点的地层信息;重力勘探法与大地电磁测深法采用位场向下延拓的方法,其精度受到了勘探深度的影响。此外,油气勘探中的人工地震方法也可以用来进行沉积地层的研究,能够获得地下图像,但同样需要高费用,且不能保证获得基底反射。At present, the commonly used sedimentary basin basement measurement methods are mainly drilling method, gravity exploration method and magnetotelluric sounding. Among them, the drilling method is not only expensive, but also provides only a little layer of information; the gravity exploration method and the magnetotelluric sounding method use the method of downward extension of the potential field, and its accuracy is affected by the depth of exploration. In addition, artificial seismic methods in oil and gas exploration can also be used to conduct research on sedimentary strata, which can obtain subsurface images, but also requires high costs and does not guarantee substrate reflection.
因此,亟待提供一种用于测量沉积地层时间厚度的新方法。Therefore, a new method for measuring the thickness of a sedimentary formation time is to be provided.
发明内容Summary of the invention
本发明的任务在于提供一种利用接收函数周期性测量沉积地层时间厚度的方法,该方法利用天然地震中震级4.0以上的远震信号,通过分析其中地震波在沉积地层中多次反射的周期来测定沉积地层的时间厚度。The object of the present invention is to provide a method for periodically measuring the thickness of a sedimentary formation by using a receiving function, which utilizes a teleseismic signal with a magnitude above 4.0 in a natural earthquake, and analyzes the period in which the seismic wave is reflected multiple times in the sedimentary stratum. The time thickness of the sedimentary formation.
其技术解决方案包括:Its technical solutions include:
一种测量沉积地层时间厚度的方法,依次包括以下步骤:A method of measuring the thickness of a sedimentary formation, comprising the following steps in sequence:
a、选择地震台站接收到的震级大于四级以上、震中距为30°到100°的三分量地震数据垂直分量Z、径向分量r和切向分量t,将满足条件的地震事件选出来,设选出来的地震事件为i,i=1,2,3...M;a. Select the vertical component Z, the radial component r and the tangential component t of the three-component seismic data received by the seismic station with a magnitude greater than four or more and an epicenter distance of 30° to 100°, and select the seismic event that satisfies the condition. The selected earthquake events are i, i = 1, 2, 3...M;
b、分别计算每个地震事件垂直分量Z、径向分量r和切向分量t的归一化自相关函数和并分别检测每个自相关函数的周期性,得到三个周期值分别记为Tz、Tr、Tt; b. Calculate the normalized autocorrelation function of the vertical component Z, the radial component r and the tangential component t of each seismic event with And the periodicity of each autocorrelation function is detected separately, and three period values are respectively recorded as T z , T r , T t ;
c、检测每个地震事件i是否具有周期性;c. detecting whether each earthquake event i has periodicity;
d、将检测得到的具有周期性的地震事件总数设为K,则沉积地层时间厚度T即为:d. If the total number of periodic seismic events detected is K, the sedimentary formation time thickness T is:
作为本发明的一个优选方案,步骤b中,自相关函数的周期性的检测方法为:As a preferred solution of the present invention, in step b, the periodic detection method of the autocorrelation function is:
在自相关函数上选择前四个极值点,各自对应的时间延迟为τj,j=1...4,对应的自相关函数数值为aj,j=1...4,其中根据归一化自相关函数的特征有τ1=0,a1=1;The first four extreme points are selected on the autocorrelation function, and the corresponding time delays are τ j , j=1...4, and the corresponding autocorrelation function values are a j , j=1...4, according to which The characteristics of the normalized autocorrelation function are τ 1 =0, a 1 =1;
用下面的准则来判定自相关函数的周期性:Use the following criteria to determine the periodicity of the autocorrelation function:
若|τ2+τ4-2τ3|≤2Δ,其中Δ为采样间隔,a2<0,a3>0,a4<0,且则自相关函数的周期为否则该自相关函数没有周期性,并令T=0。If |τ 2 +τ 4 -2τ 3 | ≤ 2Δ, where Δ is the sampling interval, a 2 <0, a 3 >0, a 4 <0, and Then the period of the autocorrelation function is Otherwise the autocorrelation function has no periodicity and T=0.
作为本发明的另一个优选方案,步骤c中,判定每个地震事件i的周期性是否为接收台站下方沉积地层引起的周期性,具体的判定方法为:As another preferred solution of the present invention, in step c, it is determined whether the periodicity of each seismic event i is a periodicity caused by a sedimentary formation below the receiving station, and the specific determination method is:
若Tz+Tr+Tt=0,则地震事件i没有周期性;If T z +T r +T t =0, the earthquake event i has no periodicity;
若Tz+Tr+Tt>0,Tz=0,则地震事件i具有周期性;当min(Tr,Tt)=0时周期大小为Ti=max(Tr,Tt),否则Ti=min(Tr,Tt);If T z +T r +T t >0, T z =0, the seismic event i has periodicity; when min(T r , T t )=0, the period size is T i =max(T r ,T t ), otherwise T i =min(T r ,T t );
若Tz+Tr+Tt>0,Tz>0,Tr+Tt>0,并且|Tz-Tt|>2Δ或者|Tz-Tr|>2Δ,则地震事件i具有周期性;当min(Tr,Tt)=0时周期大小为Ti=max(Tr,Tt),否则Ti=min(Tr,Tt)。If T z +T r +T t >0, T z >0, T r +T t >0, and |T z -T t |>2Δ or |T z -T r |>2Δ, earthquake event i It has periodicity; when min(T r , T t )=0, the period size is T i =max(T r ,T t ), otherwise T i =min(T r ,T t ).
本发明所带来的有益技术效果为:The beneficial technical effects brought by the invention are:
本发明选择记录到的震中距为30°-100°的四级以上远震数据,利用自相关函数提取接收函数的周期性,这个距离上的地震波在壳幔分界面上以接近垂直的角度入射,地震波近乎垂直到达地震台站,在沉积盆地中,由于沉积层的地震波速度远远低于地壳的地震波速度,因而地震波在沉积层中几乎垂直传播。由于地表是沉积层与空气的接触面,因而是良好的反射界面,与此同时沉积层基底是沉积地层与地壳的分界面,也是一个良好的分界面,地震波进入沉积层后在这两个界面之间来回多次反射,形成鸣振。 The invention selects the recorded fourth-order teleseismic data with an epicenter distance of 30°-100°, and extracts the periodicity of the receiving function by using an autocorrelation function, and the seismic wave at this distance is incident at a close vertical angle on the shell-ankle interface. The seismic wave reaches the seismic station almost vertically. In the sedimentary basin, since the seismic wave velocity of the sedimentary layer is much lower than the seismic wave velocity of the crust, the seismic wave propagates almost vertically in the sedimentary layer. Since the earth's surface is the contact surface of the sedimentary layer with the air, it is a good reflective interface. At the same time, the sedimentary layer is the interface between the sedimentary stratum and the earth's crust, and it is also a good interface. After the seismic wave enters the sedimentary layer, the two interfaces are at the interface. It is reflected back and forth multiple times to form a sound.
本发明利用接收函数这种鸣振的周期来获得沉积地层的时间厚度,也就是地震波在沉积地层里的垂直双程旅行时。本发明采用接收函数的自相关函数曲线上的相邻振幅极值比值与振幅极值点延迟时间双判别条件来自动识别接收函数的周期性,在获得同一个地震台站众多接收函数的周期后,通过接收函数不同分量周期性的差异来识别地震台站下方沉积地层引起的周期性,最后利用数学平均值算法来获得反映地震台站下方沉积地层厚度的平均时间厚度。The present invention utilizes the period of the sounding of the receiving function to obtain the time thickness of the deposited formation, that is, the vertical two-way travel of seismic waves in the sedimentary formation. The invention automatically recognizes the periodicity of the receiving function by using the adjacent amplitude extreme value ratio and the amplitude extreme point delay time double discriminating condition on the autocorrelation function curve of the receiving function, after obtaining the period of the plurality of receiving functions of the same seismic station. The periodicity caused by the sedimentary stratum below the seismic station is identified by the periodic difference of the different components of the receiving function. Finally, the mathematical mean value algorithm is used to obtain the average time thickness reflecting the thickness of the sediment stratum below the seismic station.
下面结合附图对本发明做进一步说明:The present invention will be further described below in conjunction with the accompanying drawings:
图1为本发明方法的流程图;Figure 1 is a flow chart of the method of the present invention;
图2为具有周期性的接收函数图;Figure 2 is a diagram of a receiver function with periodicity;
图3为具有周期性的自相关函数图;Figure 3 is a diagram of a periodic autocorrelation function;
图4为不具有周期性的接收函数图;Figure 4 is a diagram of a receiving function without periodicity;
图5为不具有周期性的自相关函数图;Figure 5 is a diagram of an autocorrelation function without periodicity;
图6为本发明实施例用在美国williston盆地沉积地层时间厚度图。Figure 6 is a graph showing the time thickness of a sedimentary stratum in the Williston Basin, USA, in accordance with an embodiment of the present invention.
本发明提出了一种利用接收函数周期性测量沉积地层时间厚度的方法,为了使本发明的优点、技术方案更加清楚、明确,下面结合具体实施例对本发明做详细说明。The present invention proposes a method for periodically measuring the thickness of a deposited formation using a receiving function. In order to make the advantages and technical solutions of the present invention clearer and clearer, the present invention will be described in detail below with reference to specific embodiments.
如图1所示的流程图,本发明测量沉积地层时间厚度的方法,包括以下步骤:As shown in the flow chart of Figure 1, the method of the present invention for measuring the thickness of a deposited formation comprises the following steps:
第一步、选择沉积盆地中某一地震台站4.0以上的远震(震中距为30°到100°)数据;The first step is to select the teleseismic earthquake with a seismic station above 4.0 in the sedimentary basin (the epicentral distance is 30° to 100°);
第二步、计算每个地震事件的三个接收函数的自相关函数;The second step is to calculate an autocorrelation function of three receiving functions for each seismic event;
第三步、检测每个事件是否具有周期性;The third step is to detect whether each event has periodicity;
第四步、计算所有周期函数的均值,作为沉积地层的时间厚度。The fourth step is to calculate the mean of all periodic functions as the time thickness of the sedimentary formation.
下面结合具体实施例1做详细说明。The detailed description will be given below in conjunction with the
实施例1:Example 1:
本发明方法用于北美的Williston盆地。该盆地油气资源非常丰富,是典型的卡拉通盆地。该盆地的区域为纬度41°到50°、经度-111°到-95°的范围。选择该区域内的所有地震台站,一共307个。从IRIS(Incorporated Research Institutions for Seismology)的数据处理中心获得了这些台站1980年以来的四级以上远震2459个地震的数据,通过这些数据的基本处理后得到了接收函数,合计为2459&*307=754913个。处理中将地震波在莫霍面产生的转换波到达台站的时间设为0时刻,根据0时刻是否存在明显的转换波来选择可用于本发明研究的接收函数。图2和图4示出的是选择出来的接收函数,可以看到0时刻附件有明显的强振幅。根据接收函数的这个基本要求本例中共选出了符合条件的接收函数数目为19462个。
The method of the invention is used in the Williston Basin in North America. The basin is rich in oil and gas resources and is a typical Karatun basin. The area of the basin is in the range of latitude 41° to 50° and longitude -111° to -95°. Select a total of 307 seismic stations in the area. From the data processing center of IRIS (Incorporated Research Institutions for Seismology), the data of 2,459 earthquakes with more than four earthquakes since 1980 have been obtained. After the basic processing of these data, the receiver function is obtained, which is 2459&*307. = 754,913. In the process, the time when the converted wave generated by the seismic wave on the Moho surface reaches the station is set to 0, and the receiving function usable for the research of the present invention is selected according to whether there is a significant converted wave at
根据本发明分别计算这19462个接收函数的自相关函数,得到两类自相关函数,一类如图3所示,是典型的周期性接收函数的自相关函数;一类如图5所示,是典型的非周期性接收函数的自相关函数。利用本发面的第三步进行检测,最终得到了307个台站接收函数的周期性数据。According to the present invention, the autocorrelation functions of the 19462 receiving functions are respectively calculated, and two types of autocorrelation functions are obtained. One class is shown in FIG. 3, which is a typical periodic receiving function autocorrelation function; one class is shown in FIG. Is an autocorrelation function of a typical aperiodic receiver function. Using the third step of the test, the periodic data of the receiving function of 307 stations is finally obtained.
以H31Axx_TA台站为例,如表1所示,该台站的纬度和经度分别为:44.4795°和-98.4772°,其接的有效地震事件为372个。下表为检测到的部分地震事件的周期性,根据本发明的第三步的规则给出了有效性。这些有效的周期数据用于计算该站点下方沉积地层的时间厚度为1.0209s。Taking the H31Axx_TA station as an example, as shown in Table 1, the latitude and longitude of the station are: 44.4795° and -98.4772°, respectively, and the effective seismic events connected are 372. The following table shows the periodicity of the detected partial seismic events, and the validity of the rule according to the third step of the present invention is given. These valid period data are used to calculate the time thickness of the deposited formation below the site to be 1.0209 s.
表1 HAxx_TA台站部分接收函数检测结果Table 1 HAxx_TA station part receiving function test result
根据本发明的第四步计算得到了各个台站下方沉积地层的时间厚度数据。在307个台站中有264个台站得到了有效的时间厚度,部分台站的数据如表2所示。根据这个数据可以绘制出图6所示的时间厚度图,为了与一般方法对比,图6中给出了传统方法得到的等值线,两者基本相近,但本方法更可靠。且不需要进行专门的地球物理观测,采用现有的天然地震检测数据即可。According to the fourth step of the present invention, time thickness data of the deposited formation below each station is obtained. Of the 307 stations, 264 stations received valid time thicknesses. The data of some stations is shown in Table 2. According to this data, the time thickness map shown in Fig. 6 can be drawn. In order to compare with the general method, the contours obtained by the conventional method are given in Fig. 6, which are basically similar, but the method is more reliable. It does not require special geophysical observations, and existing natural seismic detection data can be used.
表2 部分台站时间厚度数据Table 2 Partial station time thickness data
需要说明的是,在本说明书的教导下本领域技术人员所做出的任何等同方式,或明显变型方式均应在本发明的保护范围内。 It should be noted that any equivalents or obvious modifications made by those skilled in the art in the teachings of the present invention are intended to be within the scope of the present invention.
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| CN112380198B (en) * | 2020-10-29 | 2022-06-21 | 吉林大学 | An automatic selection method of seismic receiver function based on deep learning |
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