CN106526679A - Method for recovering non-uniform erosion thickness through utilizing cycle analysis method - Google Patents
Method for recovering non-uniform erosion thickness through utilizing cycle analysis method Download PDFInfo
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Abstract
本发明提出一种利用旋回分析法恢复不整合剥蚀厚度的方法,属于地质勘探技术领域,该方法包括以下步骤:通过去压实校正计算压实系数和压实前地层的原始厚度,计算各沉积期的平均地层沉积速率,绘制沉积速率曲线;根据沉积速率曲线确定缺失曲线段,推算缺失曲线段对应的周期、缺失曲线段波峰和波谷对应的横坐标;对沉积速率曲线进行分频处理得低频子波和高频子波,推算缺失曲线段波峰和波谷对应的纵坐标;根据频谱分析恢复完整的沉积速率曲线,通过对完整沉积速率曲线积分计算不整合剥蚀厚度。本发明能够有效还原整个地质历史时期的地层沉积‑剥蚀状态,恢复不同剥蚀层系的剥蚀厚度,且该方法准确度高、适用范围广。
The invention proposes a method for recovering unconformity denudation thickness by using cycle analysis method, which belongs to the technical field of geological exploration. According to the average formation deposition rate of the period, draw the deposition rate curve; determine the missing curve segment according to the deposition rate curve, calculate the period corresponding to the missing curve segment, and the abscissa corresponding to the peak and trough of the missing curve segment; divide the deposition rate curve to obtain a low frequency The wavelet and high-frequency wavelet calculate the ordinate corresponding to the peak and trough of the missing curve segment; restore the complete deposition rate curve according to the spectrum analysis, and calculate the unconformity denudation thickness by integrating the complete deposition rate curve. The invention can effectively restore the stratum deposition-denudation state in the whole geological history period, restore the denudation thickness of different denudation strata series, and the method has high accuracy and wide application range.
Description
技术领域technical field
本发明属于地质勘探技术领域,尤其涉及一种利用旋回分析法恢复不整合剥蚀厚度的方法。The invention belongs to the technical field of geological exploration, and in particular relates to a method for recovering unconformity denudation thickness by using a cycle analysis method.
背景技术Background technique
恢复不整合剥蚀厚度是盆地构造演化分析和油气成藏研究的重要内容,其结果的准确性对烃源岩热演化、储层发育与改造、油气运聚与保存条件的评价具有重要的影响。Restoring the denuded thickness of unconformities is an important part of basin structural evolution analysis and hydrocarbon accumulation research, and the accuracy of the results has an important impact on the evaluation of source rock thermal evolution, reservoir development and transformation, hydrocarbon migration and accumulation and preservation conditions.
目前恢复不整合剥蚀厚度的方法较多,包括泥岩声波时差法、镜质体反射率法、包裹体均一温度法,以及基于地震解释的地震趋势分析法、邻层厚度比值法、参考层厚度变化率法等。然而,实践发现这些方法仍存在一些不足:(1)由于上述现有方法均是通过建立一种数学关系来实现对剥蚀厚度的定量恢复,而这种数学关系的建立往往具有不唯一性,从而导致剥蚀厚度值具有多解性,且误差较大;(2)上述现有方法都有各自的适用条件和局限性,例如:镜质体反射率法需要较多的测试数据,且受热事件影响十分明显;基于地震解释的地震趋势分析法则需建立在研究区剥蚀范围较小的基础上,对于剥蚀范围覆盖全区的地区不适用;(3)由于一个不整合可能是一个层系的剥蚀产物,也可能是多个层系的剥蚀产物,当剥蚀程度较大、多个层系剥蚀形成一个不整合时,利用上述现有方法仅能恢复一套不整合的剥蚀厚度,即多层系剥蚀厚度之和,无法对不同层系的剥蚀厚度进行恢复。At present, there are many methods for recovering the denudation thickness of unconformities, including the mudstone acoustic time difference method, the vitrinite reflectivity method, the inclusion uniform temperature method, and the seismic trend analysis method based on seismic interpretation, the adjacent layer thickness ratio method, and the reference layer thickness change method. rate method, etc. However, practice has found that these methods still have some deficiencies: (1) Since the above-mentioned existing methods realize the quantitative recovery of denudation thickness by establishing a mathematical relationship, and the establishment of this mathematical relationship is often non-unique, thus As a result, the ablation thickness value has multiple solutions and large errors; (2) the above-mentioned existing methods have their own applicable conditions and limitations, for example: the vitrinite reflectance method requires more test data and is affected by thermal events It is very obvious; the seismic trend analysis method based on seismic interpretation needs to be established on the basis of a small denudation range in the study area, and is not applicable to areas where the denudation range covers the whole area; (3) because an unconformity may be the denudation product of a stratum , it may also be the denudation product of multiple layers. When the degree of denudation is large and multiple strata denudation forms an unconformity, the above existing methods can only restore a set of denudation thickness of the unconformity, that is, multi-layer denudation The sum of the thicknesses cannot recover the denuded thicknesses of different layers.
因此,如何提供一种准确度高、适用范围广且能够恢复不同剥蚀层系剥蚀厚度的方法是当前急需解决的一项技术难题。Therefore, how to provide a method with high accuracy, wide application range, and ability to restore the denudation thickness of different denudation layer systems is a technical problem that needs to be solved urgently.
发明内容Contents of the invention
本发明针对上述的现有恢复不整合剥蚀厚度的方法误差大、适用范围具有局限性、且无法对不同层系的剥蚀厚度进行恢复的技术问题,提出一种利用旋回分析法恢复不整合剥蚀厚度的方法,能够有效还原研究区在整个地质历史时期的地层沉积-剥蚀状态,可恢复不同剥蚀层系的剥蚀厚度,且该方法准确度高、适用范围广。Aiming at the above-mentioned technical problems that the existing methods for recovering unconformity denudation thickness have large errors, limited scope of application, and cannot restore denudation thicknesses of different layers, the present invention proposes a method for recovering unconformity denudation thickness by using cycle analysis method The method can effectively restore the sedimentation-denudation state of the study area in the entire geological history period, and can restore the denudation thickness of different denudation strata, and the method has high accuracy and wide application range.
为了达到上述目的,本发明采用的技术方案为:In order to achieve the above object, the technical scheme adopted in the present invention is:
一种利用旋回分析法恢复不整合剥蚀厚度的方法,包括以下步骤:A method for restoring unconformity denudation thickness using cycle analysis, comprising the following steps:
沉积速率曲线绘制:选取研究区,结合研究区的地质资料,通过去压实校正计算压实系数和压实前地层的原始厚度,根据地层年代表确定每个地层沉积的起始时间和结束时间,计算各沉积期的平均地层沉积速率,绘制沉积速率曲线;Sedimentation rate curve drawing: select the research area, combine the geological data of the research area, calculate the compaction coefficient and the original thickness of the strata before compaction through de-compaction correction, and determine the start time and end time of each stratum deposition according to the stratum chronology , calculate the average formation deposition rate in each depositional period, and draw the deposition rate curve;
沉积速率曲线的频谱分析:根据沉积速率曲线的旋回规律确定缺失曲线段;根据缺失曲线段前后沉积速率曲线的周期值,推算缺失曲线段对应的周期、缺失曲线段波峰和波谷对应的横坐标;对沉积速率曲线进行分频处理得到对应低频子波和高频子波,根据缺失曲线段前后对应的低频子波和高频子波的波峰和波谷的纵坐标,推算缺失曲线段波峰和波谷对应的纵坐标;Spectrum analysis of the deposition rate curve: determine the missing curve segment according to the cycle law of the deposition rate curve; calculate the period corresponding to the missing curve segment, the abscissa corresponding to the peak and trough of the missing curve segment according to the period value of the deposition rate curve before and after the missing curve segment; Perform frequency division processing on the deposition rate curve to obtain the corresponding low-frequency wavelet and high-frequency wavelet. According to the ordinates of the peaks and troughs of the corresponding low-frequency wavelet and high-frequency wavelet before and after the missing curve segment, the corresponding peaks and troughs of the missing curve segment are calculated. the ordinate;
计算不整合剥蚀厚度:根据频谱分析结果恢复完整的沉积速率曲线,计算不整合剥蚀厚度,所述不整合剥蚀厚度的计算公式如下:Calculation of unconformity denudation thickness: restore the complete deposition rate curve according to the spectrum analysis results, and calculate the unconformity denudation thickness. The calculation formula of the unconformity denudation thickness is as follows:
其中,He为不整合剥蚀厚度,单位:m;F(t)为完整沉积速率曲线函数;Hoc为在沉积时间段内对F(t)积分得到的地层原始厚度;Hr为现今残余厚度,单位:m;C为总压实系数;t1为剥蚀地层沉积开始时间,单位:Ma;t2为剥蚀地层沉积结束时间,单位:Ma;Among them, He is the denudation thickness of unconformity, unit: m; F(t) is the function of the complete deposition rate curve; H oc is the original thickness of the formation obtained by integrating F(t) during the deposition period; H r is the present residual Thickness, unit: m; C is the total compaction coefficient; t 1 is the start time of denudation formation deposition, unit: Ma; t 2 is the end time of denudation formation deposition, unit: Ma;
作为优选,在沉积速率曲线绘制步骤中,所述压实前地层的原始厚度的计算公式为:As preferably, in the deposition rate curve drawing step, the calculation formula of the original thickness of the formation before compaction is:
H0=Hs/Cs+Hm/Cm H 0 =H s /C s +H m /C m
其中,H0为地层压实前的原始厚度,单位:m;Hs为砂岩厚度,单位:m;Cs为砂岩压实系数,利用去压实校正方法计算获得;Hm为泥岩厚度,单位:m;Cm为泥岩压实系数,利用去压实校正方法计算获得;Among them, H 0 is the original thickness before formation compaction, unit: m; H s is the thickness of sandstone, unit: m; C s is the sandstone compaction coefficient, calculated by using the de-compaction correction method; H m is the thickness of mudstone, Unit: m; C m is the mudstone compaction coefficient, which is calculated by decompaction correction method;
在计算不整合剥蚀厚度时,所述总压实系数的计算公式为:When calculating the unconformity denudation thickness, the calculation formula of the total compaction coefficient is:
其中,C为总压实系数;Hs为砂岩厚度,单位:m;Cs为砂岩压实系数,利用去压实校正方法计算获得;Hm为泥岩厚度,单位:m;Cm为泥岩压实系数,利用去压实校正方法计算获得。Among them, C is the total compaction coefficient; H s is the sandstone thickness, unit: m; C s is the sandstone compaction coefficient, calculated by using the de-compaction correction method; H m is the mudstone thickness, unit: m; C m is the mudstone The compaction coefficient is calculated using the decompaction correction method.
作为优选,所述地质资料包括地层分层数据、地层年代表,以及录井资料或孔隙度资料。Preferably, the geological data include stratum stratification data, stratum chronology, and mud logging data or porosity data.
作为优选,所述去压实校正方法为经验公式法或孔隙度-岩性方法;当所述地质资料包括录井资料时,所述去压实校正方法采用经验公式法;当所述地质资料包括孔隙度资料时,所述去压实校正方法采用孔隙度-岩性方法。Preferably, the de-compaction correction method is an empirical formula method or a porosity-lithology method; when the geological data includes mud logging data, the de-compaction correction method uses an empirical formula method; when the geological data When porosity data is included, the decompaction correction method uses the porosity-lithology method.
作为优选,在计算不整合剥蚀厚度步骤后,还包括利用地层分层数据或现有恢复不整合剥蚀厚度的方法验证所得不整合剥蚀厚度准确性的步骤。Preferably, after the step of calculating the denuded thickness of the unconformity, it further includes a step of verifying the accuracy of the denuded thickness of the unconformity by using the layered stratum data or the existing method for recovering the denuded thickness of the unconformity.
作为优选,利用地层分层数据进行准确性验证的具体步骤为:利用恢复的完整沉积速率曲线,通过对未发生剥蚀的地层对应的沉积速率曲线段进行积分得到未剥蚀地层的原始厚度,通过压实计算得到未剥蚀地层的压实后地层厚度,与地层分层数据中的现今地层厚度进行对比,验证准确性。As a preference, the specific steps for verifying the accuracy of stratum stratification data are as follows: using the recovered complete deposition rate curve, the original thickness of the non-denuded stratum is obtained by integrating the deposition rate curve segment corresponding to the stratum that has not been denuded, and by compressing The thickness of the undenuded strata after compaction is obtained through actual calculation, and compared with the current stratum thickness in the stratum stratification data to verify the accuracy.
作为优选,所述现有恢复不整合剥蚀厚度的方法选自泥岩声波时差法、镜质体反射率法、磷灰石裂变径迹法、物质平衡法、包裹体均一温度法、沉积速率法、砂岩孔隙度法、波动分析法、地震趋势分析法、邻层厚度比值法和参考层厚度变化率法中的任一种。Preferably, the existing methods for restoring unconformity denudation thickness are selected from mudstone acoustic transit time difference method, vitrinite reflectance method, apatite fission track method, material balance method, inclusion uniform temperature method, deposition rate method, Any one of sandstone porosity method, wave analysis method, seismic trend analysis method, adjacent layer thickness ratio method and reference layer thickness change rate method.
与现有技术相比,本发明的优点和积极效果在于:Compared with prior art, advantage and positive effect of the present invention are:
1、本发明能够有效还原研究区在整个地质历史时期的地层沉积-剥蚀状态,恢复任何一个时间范围内的地层沉积原始厚度,从而可恢复不同剥蚀层系的剥蚀厚度,可以为构造演化、油气在不同历史时期的运移方向等研究奠定重要基础,有利于降低油气勘探风险;1. The present invention can effectively restore the stratum deposition-denudation state in the entire geological history period of the research area, and restore the original thickness of the stratum deposition in any time range, so as to restore the denudation thickness of different denudation strata, which can be used for structural evolution, oil and gas It lays an important foundation for research on migration directions in different historical periods, which is conducive to reducing the risk of oil and gas exploration;
2、本发明仅利用地层分层数据、地层年代表、录井资料和孔隙度资料等基础数据,对数据的要求简单且需要的数据量较少,排除了因实验数据数量少或机器误差、选样差异等带来的误差,提高了准确性;2. The present invention only utilizes basic data such as stratum stratification data, stratum chronology, mud logging data and porosity data, and the requirements for data are simple and the amount of data needed is less, eliminating the small amount of experimental data or machine errors, The error caused by the difference in sample selection improves the accuracy;
3、本发明对于研究区的剥蚀范围或地层压力等均无特殊限制与要求,适用范围更为广泛;3. The present invention has no special restrictions and requirements on the denudation range or formation pressure of the research area, and has a wider scope of application;
4、本发明不依赖于实验,不需要特殊实验设备的支撑,操作简单且成本更低。4. The present invention does not rely on experiments, does not require the support of special experimental equipment, and is simple to operate and lower in cost.
附图说明Description of drawings
图1为本发明实施例所提供的利用旋回分析法恢复不整合剥蚀厚度的方法的流程图;Fig. 1 is a flowchart of a method for recovering unconformity denudation thickness by using cycle analysis method provided by an embodiment of the present invention;
图2为本发明实施例1所提供的B202井恢复前的沉积速率折线图;Fig. 2 is the line diagram of the sedimentation rate before the recovery of the B202 well provided by Example 1 of the present invention;
图3为本发明实施例1所提供的B202井恢复前的沉积速率曲线图;Fig. 3 is the deposition rate curve figure before the recovery of B202 well that the embodiment of the present invention 1 provides;
图4为本发明实施例1所提供的B202井恢复前沉积速率曲线对应的低频子波曲线图;Fig. 4 is the low-frequency wavelet curve corresponding to the sedimentation rate curve before recovery of B202 well provided by Example 1 of the present invention;
图5为本发明实施例1所提供的B202井恢复前沉积速率曲线对应的高频子波曲线图;Fig. 5 is the high-frequency wavelet curve corresponding to the sedimentation rate curve before recovery of B202 well provided by Example 1 of the present invention;
图6为本发明实施例1所提供的B202井完整的沉积速率折线图;Fig. 6 is the complete deposition rate line diagram of the B202 well provided by Example 1 of the present invention;
图7为本发明实施例1所提供的B202井完整的沉积速率曲线图;Fig. 7 is the complete deposition rate curve diagram of B202 well that the embodiment of the present invention 1 provides;
图8为本发明实施例1所提供的B202井完整沉积速率曲线对应的低频子波曲线图;Fig. 8 is the low-frequency wavelet curve corresponding to the complete deposition rate curve of Well B202 provided by Example 1 of the present invention;
图9为本发明实施例1所提供的B202井完整沉积速率曲线对应的高频子波曲线图。Fig. 9 is a high-frequency wavelet curve corresponding to the complete deposition rate curve of Well B202 provided in Example 1 of the present invention.
具体实施方式detailed description
下面将对本发明实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例仅仅是本发明一部分实施例,而不是全部的实施例。基于本发明中的实施例,本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其他实施例,都属于本发明保护的范围。The technical solutions in the embodiments of the present invention will be clearly and completely described below. Obviously, the described embodiments are only some of the embodiments of the present invention, but not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.
本发明实施例提供了一种利用旋回分析法恢复不整合剥蚀厚度的方法,其流程图如图1所示,包括以下步骤:An embodiment of the present invention provides a method for recovering unconformity denudation thickness by using cycle analysis method, the flow chart of which is shown in Figure 1, including the following steps:
S1沉积速率曲线绘制:选取研究区,结合研究区的地质资料,通过去压实校正计算压实系数和压实前地层的原始厚度,根据地层年代表确定每个地层沉积的起始时间和结束时间,计算各沉积期的平均地层沉积速率,绘制沉积速率曲线。S1 Sedimentation rate curve drawing: select the research area, combine the geological data of the research area, calculate the compaction coefficient and the original thickness of the stratum before compaction through de-compaction correction, and determine the start time and end of each stratum deposition according to the stratum chronology time, calculate the average formation deposition rate in each deposition period, and draw the deposition rate curve.
在本步骤中,需要说明的是,由于在后沉积的地层对在先沉积的地层具有压实作用,通过去压实校正可获得压实前地层的原始厚度,采用此原始厚度计算得到的平均地层沉积速率更接近于该沉积期真实的地层沉积速率。所述平均地层沉积速率的计算公式为:In this step, it should be noted that since the stratum deposited later has a compaction effect on the strata deposited earlier, the original thickness of the strata before compaction can be obtained through decompaction correction, and the average The formation deposition rate is closer to the true formation deposition rate in this depositional period. The calculation formula of the average formation deposition rate is:
V=H0/(t4-t3) (1)V=H 0 /(t 4 -t 3 ) (1)
式(1)中,V为各沉积期的平均地层沉积速率,单位:m/Ma;H0为地层压实前的原始厚度,单位:m;t3为各沉积期地层沉积开始时间,单位:Ma;t4为各沉积期地层沉积结束时间,单位:Ma。In formula (1), V is the average stratum deposition rate in each deposition period, unit: m/Ma; H 0 is the original thickness before strata compaction, unit: m; t 3 is the start time of strata deposition in each deposition period, unit : Ma; t 4 is the end time of strata deposition in each depositional period, unit: Ma.
此外,还需要说明的是,沉积速率曲线的绘制可利用Matlab软件进行,以时间为横坐标、平均地层沉积速率为纵坐标绘制沉积速率折线图,进一步通过三次样条插值方法得到沉积速率曲线图。In addition, it should be noted that the deposition rate curve can be drawn using Matlab software, with the time as the abscissa and the average formation deposition rate as the ordinate to draw a line graph of the deposition rate, and further obtain the deposition rate curve by the cubic spline interpolation method .
S2沉积速率曲线的频谱分析:根据沉积速率曲线的旋回规律确定缺失曲线段;根据缺失曲线段前后沉积速率曲线的周期值,推算缺失曲线段对应的周期、缺失曲线段波峰和波谷对应的横坐标;对沉积速率曲线进行分频处理,得到沉积速率曲线对应的低频子波和高频子波,根据低频子波和高频子波推算缺失曲线段波峰和波谷对应的纵坐标。Spectrum analysis of the S2 deposition rate curve: determine the missing curve segment according to the cycle law of the deposition rate curve; calculate the period corresponding to the missing curve segment and the abscissa corresponding to the peak and trough of the missing curve segment according to the period values of the deposition rate curve before and after the missing curve segment Carry out frequency division processing on the deposition rate curve to obtain the low-frequency wavelet and high-frequency wavelet corresponding to the deposition rate curve, and calculate the ordinate corresponding to the peak and trough of the missing curve segment according to the low-frequency wavelet and high-frequency wavelet.
在本步骤中,需要说明的是,由于地层的沉积具有一定的旋回性特征,具体表现为:地层的沉积速率呈近似正弦波动,其周期、波峰和波谷数值均呈现一定的渐变规律。然而,地层的剥蚀会造成沉积速率数据缺失,进而影响沉积速率曲线的这种旋回规律,因此,可确定在沉积速率曲线中与前后旋回规律不一致的一段曲线段即为缺失曲线段。此外,结合区域地质资料及地球物理响应(即测井曲线突变、地震不整合识别等),可验证缺失曲线段对应时间区间的准确性。In this step, it needs to be explained that since the deposition of the stratum has a certain cyclical characteristic, the specific performance is that the deposition rate of the stratum presents an approximately sinusoidal fluctuation, and its period, peak and trough values all present a certain gradual change rule. However, the denudation of the formation will cause the loss of deposition rate data, which will affect the cycle law of the deposition rate curve. Therefore, it can be determined that a segment of the curve in the deposition rate curve that is inconsistent with the cycle rule before and after is the missing curve segment. In addition, the accuracy of the time interval corresponding to the missing curve segment can be verified by combining the regional geological data and geophysical response (that is, mutation of logging curve, identification of seismic unconformity, etc.).
同时,沉积速率曲线的周期、波峰和波谷数值也呈现一定的线性渐变规律,即沉积速率曲线的周期、波峰和波谷数值呈递减或递增规律。而且,缺失曲线段对应的时间必须介于前后曲线之间,即时间约束原则。因此,利用这种线性渐变规律和时间约束原则,根据缺失曲线段前后沉积速率曲线的周期值,可推算出缺失曲线段缺失的周期数,进一步可推算出缺失曲线段对应的周期、缺失曲线段波峰和波谷对应的横坐标。At the same time, the period, peak and trough values of the deposition rate curve also show a certain linear gradual change law, that is, the period, peak and trough values of the deposition rate curve show a law of decreasing or increasing. Moreover, the time corresponding to the missing curve segment must be between the front and back curves, that is, the time constraint principle. Therefore, using this linear gradient law and the principle of time constraints, according to the period values of the deposition rate curve before and after the missing curve segment, the number of missing cycles of the missing curve segment can be calculated, and the period corresponding to the missing curve segment and the missing curve segment can be further calculated. The abscissa corresponding to the peak and trough.
此外,虽然缺失曲线段波峰和波谷对应的纵坐标(即沉积速率)数值也可同理进行推算,但利用分解重构思想对沉积速率曲线进行分频处理,得到的高频子波的波动变化可反映沉积的旋回规律,低频子波的波动变化可反映沉积的大致趋势,由此推算得到的数据更为精确性,有利于提高频谱分析的准确性。具体的,对沉积速率曲线进行分频处理得到低频子波和高频子波,分别读取两个子波对应的波峰值,二者叠加即可得到总的波峰数值Yc,同理可得波谷数值Yt。通过此方法分别计算出缺失曲线段前后沉积速率曲线对应的波峰和波谷数值,再利用线性渐变规律,即可推算出缺失曲线段波峰和波谷对应的纵坐标。In addition, although the values of the vertical coordinates corresponding to the peaks and troughs of the missing curve segment (that is, the deposition rate) can also be calculated in the same way, the deposition rate curve is divided by frequency using the idea of decomposition and reconstruction, and the fluctuations of the high-frequency wavelet obtained It can reflect the cycle law of deposition, and the fluctuation of low-frequency wavelet can reflect the general trend of deposition. The data calculated from this are more accurate, which is conducive to improving the accuracy of spectrum analysis. Specifically, the deposition rate curve is frequency-divided to obtain the low-frequency wavelet and the high-frequency wavelet, and the peak values corresponding to the two wavelets are read respectively, and the total peak value Yc can be obtained by superimposing the two wavelets, and the valley value can be obtained in the same way Yt. Through this method, the corresponding peak and trough values of the deposition rate curve before and after the missing curve segment are calculated, and then the ordinate corresponding to the peak and trough of the missing curve segment can be calculated by using the linear gradient law.
还需要说明的是,分频处理可以在Matlab软件中完成,具体步骤为:通过(i-N+1)次N点取平均方法获得沉积速率曲线的低频子波,将沉积速率曲线减去所述低频子波得到高频子波。其中,N点取平均方法具体为:对于任意一维数据x,选取固定时窗对于数据内各个采样点xi,逐步滑动时窗求取平均值,求取过程可表示为:It should also be noted that the frequency division processing can be completed in Matlab software, and the specific steps are: obtain the low-frequency wavelet of the deposition rate curve by (i-N+1) N-point averaging method, subtract the deposition rate curve from the High frequency wavelets are obtained from the low frequency wavelets. Among them, the N-point averaging method is specifically: for any one-dimensional data x, select a fixed time window For each sampling point x i in the data, the average value is calculated by sliding the time window step by step, and the calculation process can be expressed as:
式(2)中,i为数据点个数;ti为第i个数据点所对应的时间点;N为数据采样点个数;j为循环变量;Δt为时间采样间隔。In formula (2), i is the number of data points; t i is the time point corresponding to the i-th data point; N is the number of data sampling points; j is the cycle variable; Δt is the time sampling interval.
S3计算不整合剥蚀厚度:根据频谱分析结果恢复完整的沉积速率曲线,计算不整合剥蚀厚度,所述不整合剥蚀厚度的计算公式如下:S3 Calculation of unconformity denudation thickness: restore the complete deposition rate curve according to the spectrum analysis results, and calculate the unconformity denudation thickness, the calculation formula of the unconformity denudation thickness is as follows:
在本步骤中,根据频谱分析获得的缺失曲线段对应的周期、缺失曲线段波峰和波谷对应的横坐标和纵坐标,即可恢复完整的沉积速率曲线,其中波峰处为沉积速率最大的时期,波谷处为沉积速率最小的时期,该曲线可真实反映沉积速率的旋回变化和沉积演化过程。进一步,通过对完整沉积速率曲线积分,即可得到未受压实作用的地层原始厚度,利用之前计算获得的总压实系数对该厚度进行压实计算,即可得到地层的原始厚度,而剥蚀厚度即为地层的原始厚度与现今残余厚度的差值。因此,采用式(3)即可计算不整合剥蚀厚度。需要说明的是,式(3)中的参数t1和t2是针对某一具体剥蚀地层的沉积开始和结束时间,因而本实施例提供的利用旋回分析法恢复不整合剥蚀厚度的方法可以针对不同剥蚀地层进行单独计算,进而可恢复不同剥蚀层系的剥蚀厚度。In this step, the complete deposition rate curve can be restored according to the period corresponding to the missing curve segment obtained by spectrum analysis, the abscissa and ordinate corresponding to the peak and trough of the missing curve segment, wherein the peak is the period of the largest deposition rate, The trough is the period of the minimum deposition rate, and this curve can truly reflect the cycle change of deposition rate and the depositional evolution process. Furthermore, by integrating the complete deposition rate curve, the original thickness of the uncompacted strata can be obtained, and the thickness can be calculated by using the total compaction coefficient calculated before, and the original thickness of the stratum can be obtained, while denudation Thickness is the difference between the original thickness of the formation and the present residual thickness. Therefore, the unconformity denudation thickness can be calculated by using formula (3). It should be noted that the parameters t1 and t2 in formula (3) are for the start and end time of the deposition of a specific denuded formation, so the method for recovering the denuded thickness of unconformity by using the cycle analysis method provided in this embodiment can be aimed at Different denuded formations are calculated separately, and then the denuded thickness of different denuded strata can be recovered.
在一优选实施例中,在沉积速率曲线绘制步骤中,所述压实前地层的原始厚度的计算公式为:In a preferred embodiment, in the deposition rate curve drawing step, the calculation formula of the original thickness of the formation before compaction is:
H0=Hs/Cs+Hm/Cm (4)H 0 =H s /C s +H m /C m (4)
在计算不整合剥蚀厚度时,所述总压实系数的计算公式为:When calculating the unconformity denudation thickness, the calculation formula of the total compaction coefficient is:
在本实施例中,进一步限定了压实前地层的原始厚度的计算公式和总压实系数的计算公式,需要说明的是,由于地层中包含砂岩和/或泥岩,而砂岩与泥岩的压实系数不同,因此,需要分别对砂岩和泥岩进行去压实校正。In this embodiment, the calculation formula of the original thickness of the formation before compaction and the calculation formula of the total compaction coefficient are further defined. It should be noted that since the formation contains sandstone and/or mudstone, the compaction of sandstone and mudstone The coefficients are different, therefore, separate decompaction corrections are required for sandstone and mudstone.
在一优选实施例中,所述地质资料包括地层分层数据、地层年代表,以及录井资料或孔隙度资料。本实施例进一步限定了最优的地质资料组合,可以理解的是,本实施例并不局限于上述所列举的地质资料种类,还可以为本领域技术人员所熟知的其它常用地质资料。In a preferred embodiment, the geological data include stratum stratification data, stratum chronology, and mud logging data or porosity data. This embodiment further defines the optimal combination of geological data. It can be understood that this embodiment is not limited to the types of geological data listed above, and may also be other commonly used geological data known to those skilled in the art.
在一优选实施例中,所述去压实校正方法为经验公式法或孔隙度-岩性方法;当所述地质资料包括录井资料时,所述去压实校正方法采用经验公式法;当所述地质资料包括孔隙度资料时,所述去压实校正方法采用孔隙度-岩性方法。本实施例进一步限定了去压实校正方法,需要说明的是,本领域技术人员可根据地质资料种类和地层岩性特征具体选择合适的去压实校正方法。而且,本实施例并不局限于上述所列举的去压实校正方法,还可以为本领域技术人员所熟知的其它常用去压实校正方法。In a preferred embodiment, the de-compaction correction method is an empirical formula method or a porosity-lithology method; when the geological data includes mud logging data, the de-compaction correction method uses an empirical formula method; when When the geological data includes porosity data, the de-compaction correction method adopts a porosity-lithology method. This embodiment further defines the de-compaction correction method. It should be noted that those skilled in the art can select a suitable de-compaction correction method according to the type of geological data and formation lithology characteristics. Moreover, this embodiment is not limited to the decompaction correction methods listed above, and other commonly used decompaction correction methods well known to those skilled in the art may also be used.
此外,还需要说明的是,利用所述经验公式法计算压实系数的公式为:In addition, it should be noted that the formula for calculating the compaction coefficient using the empirical formula method is:
C'=b-alnH (6)C'=b-alnH (6)
式(6)中,当计算砂岩压实系数时,C’即为Cs;当计算泥岩压实系数时,C’即为Cm;a、b为常数,对于砂岩取a=0.08、b=1.37,对于泥岩取a=0.1、b=1.46;H为埋藏深度,单位:m。In formula (6), when calculating the compaction coefficient of sandstone, C' is C s ; when calculating the compaction coefficient of mudstone, C' is C m ; a and b are constants, and a=0.08, b = 1.37, a = 0.1, b = 1.46 for mudstone; H is the burial depth, unit: m.
利用所述孔隙度-岩性方法,即利用不同岩性孔隙度与深度的关系计算压实系数的公式为:Using the porosity-lithology method, that is, the formula for calculating the compaction coefficient using the relationship between porosity and depth of different lithologies is:
式(7)中,当计算砂岩压实系数时,C”即为Cs;当计算泥岩压实系数时,C”即为Cm;H为埋藏深度,单位:m;为深度为H处的孔隙度;为地表初始孔隙度。In formula (7), when calculating the compaction coefficient of sandstone, C” is C s ; when calculating the compaction coefficient of mudstone, C” is C m ; H is the burial depth, unit: m; is the porosity at depth H; is the initial surface porosity.
在一优选实施例中,在计算不整合剥蚀厚度步骤后,还包括利用地层分层数据或现有恢复不整合剥蚀厚度的方法验证所得不整合剥蚀厚度准确性的步骤,通过该验证步骤可以保证所得不整合剥蚀厚度的准确性。In a preferred embodiment, after the step of calculating the denuded thickness of unconformity, it also includes the step of verifying the accuracy of denuded thickness of unconformity obtained by using stratigraphic data or the existing method of recovering denuded thickness of unconformity, through which verification step can ensure The accuracy of the resulting unconformity denudation thickness.
在一优选实施例中,利用地层分层数据进行准确性验证的具体步骤为:利用恢复的完整沉积速率曲线,通过对未发生剥蚀的地层对应的沉积速率曲线段进行积分得到未剥蚀地层的原始厚度,通过压实计算得到未剥蚀地层的压实后地层厚度,与地层分层数据中的现今地层厚度进行对比,验证准确性。在本实施例中,通过未剥蚀地层的压实后地层厚度与现今地层厚度的误差大小,即可验证所得不整合剥蚀厚度的准确性,这种验证方法不需要其他方法和数据的支撑,操作简单、工作量小且成本低。In a preferred embodiment, the specific steps of using the stratum stratification data to verify the accuracy are as follows: using the restored complete deposition rate curve, by integrating the deposition rate curve segment corresponding to the non-denuded stratum to obtain the original value of the undenuded stratum Thickness: Calculate the thickness of the undenuded stratum after compaction through compaction calculation, and compare it with the current stratum thickness in the stratum stratification data to verify the accuracy. In this embodiment, the accuracy of the obtained unconformity denuded thickness can be verified by the difference between the compacted stratum thickness of the undenuded stratum and the current stratum thickness. This verification method does not require the support of other methods and data, and the operation Simple, low effort and low cost.
在一优选实施例中,所述现有恢复不整合剥蚀厚度的方法选自泥岩声波时差法、镜质体反射率法、磷灰石裂变径迹法、物质平衡法、包裹体均一温度法、沉积速率法、砂岩孔隙度法、波动分析法、地震趋势分析法、邻层厚度比值法和参考层厚度变化率法中的任一种。在本实施例中,需要说明的是,本领域技术人员可根据地质资料和现有恢复不整合剥蚀厚度方法的适用条件,具体选择合适的现有恢复不整合剥蚀厚度方法进行验证。而且,本实施例采用的验证方法并不局限于上述所列举的恢复不整合剥蚀厚度方法,还可以为本领域技术人员所熟知的其它常用方法。In a preferred embodiment, the existing method for recovering unconformity denudation thickness is selected from the mudstone acoustic transit time difference method, vitrinite reflectance method, apatite fission track method, material balance method, inclusion uniform temperature method, Any one of sedimentation rate method, sandstone porosity method, wave analysis method, seismic trend analysis method, adjacent layer thickness ratio method and reference layer thickness change rate method. In this embodiment, it should be noted that those skilled in the art can specifically select an appropriate existing method for restoring unconformity denudation thickness for verification according to geological data and applicable conditions of existing methods for restoring unconformity denudation thickness. Moreover, the verification method adopted in this embodiment is not limited to the method for recovering the denudation thickness of the disconformity listed above, and may also be other commonly used methods known to those skilled in the art.
为了更清楚详细地介绍本发明实施例所提供的利用旋回分析法恢复不整合剥蚀厚度的方法,下面将结合具体实施例进行描述。In order to more clearly and detailedly introduce the method for recovering the thickness of unconformity denudation by using the cycle analysis method provided by the embodiments of the present invention, the following will be described in conjunction with specific embodiments.
实施例1Example 1
在松辽盆地长岭断陷龙凤山地区,选取一口典型井B202,该井位于龙凤山地区的东南缓坡带,钻井钻到的白垩纪地层从上至下依次为明水组、四方台组、嫩江组、姚家组、青山口组、泉头组、登娄库组、营城组、沙河子组(未钻穿)。In the Longfengshan area of the Changling fault depression in the Songliao Basin, a typical well B202 was selected. This well is located in the southeast gentle slope of the Longfengshan area. The Cretaceous strata drilled by the well are Mingshui Formation, Sifangtai Formation, Nenjiang Formation, Yaojia Formation, Qingshankou Formation, Quantou Formation, Denglouku Formation, Yingcheng Formation, Shahezi Formation (not penetrated).
对B202井的不整合剥蚀厚度进行恢复,步骤如下:To restore the unconformity denudation thickness of Well B202, the steps are as follows:
S1沉积速率曲线绘制:S1 deposition rate curve drawing:
结合B202井的地层分层数据、地层年代表和录井资料,通过经验公式法进行去压实校正,利用式(6)计算压实系数,利用式(4)计算压实前地层的原始厚度,根据地层年代表确定每个地层沉积的起始时间和结束时间,利用式(1)计算得到该井各地层沉积时期的平均地层沉积速率,数据如表1所示。Combining the stratum stratification data, stratum chronology and mud logging data of Well B202, the decompaction correction is carried out through the empirical formula method, the compaction coefficient is calculated by formula (6), and the original thickness of the formation before compaction is calculated by formula (4) , according to the stratigraphic chronology to determine the start time and end time of each stratum deposition, using formula (1) to calculate the average stratum deposition rate in each stratum deposition period of the well, the data are shown in Table 1.
表1 B202井各地层沉积时期的平均地层沉积速率统计Table 1 Statistics of the average formation deposition rate of each formation deposition period in Well B202
表1(续)B202井各地层沉积时期的平均地层沉积速率统计Table 1 (Continued) Statistics of the average formation deposition rate of each formation deposition period in Well B202
根据表1的计算结果,利用Matlab软件以时间为横坐标、平均地层沉积速率为纵坐标,绘制B202井的沉积速率折线图,如图2所示。通过三次样条插值方法得到沉积速率曲线图,如图3所示。According to the calculation results in Table 1, Matlab software was used to draw the sedimentation rate line diagram of Well B202, as shown in Fig. 2, with time as the abscissa and the average formation deposition rate as the ordinate. The deposition rate curve is obtained by the cubic spline interpolation method, as shown in Fig. 3 .
S2沉积速率曲线的频谱分析:Spectrum analysis of S2 deposition rate curve:
根据图3中沉积速率曲线的旋回规律可以明显看出,在第7个点和第8个点之间缺失数据,确定缺失曲线段对应的时间区间为109.835Ma-118Ma。根据图2和图3的频谱分析可知,缺失曲线段之前(即94.25Ma-109.835Ma时间内)的曲线为2个周期,其平均周期T1=7.7925Ma;缺失曲线段之后(即118Ma-135.1429Ma时间内)的曲线为2.75个周期,其平均周期T2=6.234Ma。由此可得,沉积速率曲线的周期随着年代从新到老呈递减规律。另外,根据图3中沉积速率曲线的旋回规律可见,缺失曲线段应为1.25个周期,即缺失一个波峰和一个波谷,因此,缺失曲线段的平均周期为6.532Ma,根据线性渐变和时间约束原则,缺失曲线段波峰对应的横坐标(即时间值)为113.0605Ma,波谷对应的横坐标为116.286Ma。According to the cycle law of the deposition rate curve in Fig. 3, it can be clearly seen that data is missing between the seventh point and the eighth point, and the time interval corresponding to the missing curve segment is determined to be 109.835Ma-118Ma. According to the frequency spectrum analysis of Fig. 2 and Fig. 3, it can be seen that the curve before the missing curve segment (i.e. 94.25Ma-109.835Ma time) is 2 periods, and its average period T 1 =7.7925Ma; after the missing curve segment (i.e. 118Ma-135.1429 The curve in Ma time) is 2.75 periods, and its average period T 2 =6.234Ma. It can be concluded that the period of the deposition rate curve decreases with age from young to old. In addition, according to the cycle law of the deposition rate curve in Fig. 3, it can be seen that the missing curve segment should be 1.25 periods, that is, a peak and a trough are missing. Therefore, the average period of the missing curve segment is 6.532Ma. According to the principle of linear gradient and time constraints , the abscissa corresponding to the peak of the missing curve segment (that is, the time value) is 113.0605Ma, and the abscissa corresponding to the trough is 116.286Ma.
对图3中的沉积速率曲线进行分频处理,利用式(2)提取低频子波,如图4所示,将沉积速率曲线减去所述低频子波得到高频子波,如图5所示。从图4和图5中分别读取缺失曲线段之前低频子波和高频子波对应的波峰值,二者叠加得到缺失曲线段之前的波峰值Yc1=81.79,同理得到缺失曲线段之前的波谷值Yt1=43.87;同理,得到缺失曲线段之后的波峰值Yc2=148.68、波谷值Yt2=39.01。利用沉积速率曲线的波峰和波谷值具有线性渐变规律,可推算出缺失曲线段波峰对应的纵坐标(即沉积速率)为115.235m/Ma,波谷对应的纵坐标为41.44m/Ma。The deposition rate curve in Figure 3 is subjected to frequency division processing, and the low-frequency wavelet is extracted by formula (2), as shown in Figure 4, the high-frequency wavelet is obtained by subtracting the low-frequency wavelet from the deposition rate curve, as shown in Figure 5 Show. From Figure 4 and Figure 5, respectively read the peak values corresponding to the low-frequency wavelet and the high-frequency wavelet before the missing curve segment, and superimpose the two to obtain the peak value Yc 1 = 81.79 before the missing curve segment, and similarly obtain the peak value before the missing curve segment The trough value Yt 1 =43.87; similarly, the peak value Yc 2 =148.68 and the trough value Yt 2 =39.01 after the missing curve segment are obtained. Using the linear gradient of the peak and trough values of the deposition rate curve, it can be deduced that the ordinate corresponding to the peak of the missing curve segment (ie, the deposition rate) is 115.235m/Ma, and the ordinate corresponding to the trough is 41.44m/Ma.
S3计算不整合剥蚀厚度:S3 calculates the unconformity denudation thickness:
根据以上频谱分析结果,将(113.0605,115.235)和(116.286,41.44)两个数据点补入到图2的数据中,绘制的完整沉积速率折线图如图6所示,对应的完整沉积速率曲线图如图7所示,对应的低频子波和高频子波曲线图分别如图8、图9所示。B202井发生剥蚀的地层为登娄库组(112Ma-124Ma),利用式(5)计算得到登娄库组对应的总压实系数C为0.7207,将C=0.7207、t1=112Ma、t2=124Ma、Hr=318.8m代入式(3)中,计算得到登娄库组的不整合剥蚀厚度He为379.69m。According to the above spectrum analysis results, the two data points (113.0605, 115.235) and (116.286, 41.44) are added to the data in Figure 2, and the complete deposition rate broken line diagram drawn is shown in Figure 6, corresponding to the complete deposition rate curve The figure is shown in Figure 7, and the corresponding low-frequency wavelet and high-frequency wavelet curves are shown in Figure 8 and Figure 9, respectively. The denuded formation in Well B202 is the Denglouku Formation (112Ma-124Ma). The total compaction coefficient C corresponding to the Denglouku Formation is calculated by formula (5) to be 0.7207, and C = 0.7207, t 1 = 112Ma, t 2 =124Ma, H r = 318.8m Substituted into formula (3), the unconformity denudation thickness He of the Denglouku Formation is calculated to be 379.69m.
S4方法验证:S4 method verification:
利用地层分层数据进行验证,利用恢复的完整沉积速率曲线,通过对未发生剥蚀的地层对应的沉积速率曲线段进行积分得到未剥蚀地层的原始厚度,通过压实计算得到未剥蚀地层的压实后地层厚度,数据如表2所示。Use the stratum stratification data to verify, use the recovered complete deposition rate curve, get the original thickness of the non-denuded stratum by integrating the deposition rate curve segment corresponding to the non-denuded stratum, and obtain the compaction of the non-denuded stratum through compaction calculation After formation thickness, the data are shown in Table 2.
表2利用B202井地层分层数据验证结果统计表Table 2 Statistical table of verification results using stratigraphic stratification data of Well B202
将未剥蚀地层的压实后地层厚度与从地层分层数据中获取的现今地层厚度进行对比,如表2所示,除青山口组地层外,其余地层的误差率均小于10%。根据松辽盆地构造演化史的相关文献可知,青山口组地层发生过地层剥蚀,该地层的误差正是地层剥蚀导致的。由此可见,本实施例提供的利用旋回分析法恢复不整合剥蚀厚度的方法是可靠的、有效的。Comparing the thickness of the undenuded strata after compaction with the present stratum thickness obtained from the stratum stratification data, as shown in Table 2, the error rates of the strata except the Qingshankou Formation are all less than 10%. According to the relevant literature on the tectonic evolution history of the Songliao Basin, it can be seen that the strata of the Qingshankou Formation have undergone stratum denudation, and the error of this stratum is caused by stratum denudation. It can be seen that the method for recovering the denudation thickness of unconformity provided by the cycle analysis method provided in this embodiment is reliable and effective.
实施例2Example 2
与实施例1的不同是,本实施例采用泥岩声波时差法验证所得不整合剥蚀厚度的准确性,除方法验证步骤外,其余步骤及其所得数据结果同实施例1。由于泥岩声波时差法为现有常用的恢复不整合剥蚀厚度的方法,此处不再赘述。本实施例计算所得的B202井登娄库组的不整合剥蚀厚度为379.69m,采用泥岩声波时差法计算结果为408.19m,二者误差率为6.98%,小于10%,由此可见,本实施例提供的利用旋回分析法恢复不整合剥蚀厚度的方法是可靠的、有效的。The difference from Example 1 is that this example uses the mudstone sonic transit time method to verify the accuracy of the obtained unconformity denudation thickness. Except for the method verification step, the other steps and the data results obtained are the same as in Example 1. Since the mudstone sonic transit time method is a commonly used method to restore the denuded thickness of unconformity, it will not be described here. The unconformity denudation thickness of the Denglouku Formation in Well B202 calculated in this example is 379.69m, and the result calculated by the mudstone sonic time difference method is 408.19m, and the error rate of the two is 6.98%, less than 10%. It can be seen that this implementation The method of recovering the denudation thickness of unconformity provided by the cycle analysis method is reliable and effective.
实施例3Example 3
对松辽盆地长岭断陷龙凤山地区B204井的不整合剥蚀厚度进行恢复,除方法验证步骤外,其余步骤同实施例1,计算得到B204井的不整合剥蚀厚度为418.09m,本实施例采用包裹体均一温度法验证所得不整合剥蚀厚度的准确性。由于包裹体均一温度法为现有常用的恢复不整合剥蚀厚度的方法,此处不再赘述。采用第一类包裹体均一温度法计算的结果为388.58m,误差率为7.60%;采用第二类包裹体均一温度法计算的结果为446.15m,误差率为6.29%。由此可见,本实施例提供的利用旋回分析法恢复不整合剥蚀厚度的方法是可靠的、有效的。Restoring the unconformity denudation thickness of Well B204 in the Longfengshan area of the Changling Fault Depression in the Songliao Basin. Except for the method verification steps, the rest of the steps are the same as in Example 1. The calculated unconformity denudation thickness of Well B204 is 418.09m. This example The accuracy of the obtained unconformity denudation thickness was verified by inclusion homogeneous temperature method. Since the inclusion uniform temperature method is a commonly used method to restore the thickness of unconformity denudation, it will not be repeated here. The result calculated by the method of uniform temperature of the first type of inclusion is 388.58m, with an error rate of 7.60%; the result calculated by the method of uniform temperature of the second type of inclusion is 446.15m, with an error rate of 6.29%. It can be seen that the method for recovering the denudation thickness of unconformity provided by the cycle analysis method provided in this embodiment is reliable and effective.
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