CN110673213B - Common offset Kirchhoff prestack depth migration imaging method based on irregular model aperture - Google Patents

Common offset Kirchhoff prestack depth migration imaging method based on irregular model aperture Download PDF

Info

Publication number
CN110673213B
CN110673213B CN201910957100.6A CN201910957100A CN110673213B CN 110673213 B CN110673213 B CN 110673213B CN 201910957100 A CN201910957100 A CN 201910957100A CN 110673213 B CN110673213 B CN 110673213B
Authority
CN
China
Prior art keywords
offset
aperture
imaging
irregular
migration
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Active
Application number
CN201910957100.6A
Other languages
Chinese (zh)
Other versions
CN110673213A (en
Inventor
孙章庆
韩复兴
刘明忱
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Jilin University
Original Assignee
Jilin University
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Jilin University filed Critical Jilin University
Priority to CN201910957100.6A priority Critical patent/CN110673213B/en
Publication of CN110673213A publication Critical patent/CN110673213A/en
Application granted granted Critical
Publication of CN110673213B publication Critical patent/CN110673213B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • GPHYSICS
    • G01MEASURING; TESTING
    • G01VGEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
    • G01V1/00Seismology; Seismic or acoustic prospecting or detecting
    • G01V1/28Processing seismic data, e.g. analysis, for interpretation, for correction
    • G01V1/36Effecting static or dynamic corrections on records, e.g. correcting spread; Correlating seismic signals; Eliminating effects of unwanted energy
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01VGEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
    • G01V2210/00Details of seismic processing or analysis
    • G01V2210/50Corrections or adjustments related to wave propagation
    • G01V2210/51Migration
    • G01V2210/512Pre-stack

Abstract

The invention relates to a common offset Kirchhoff prestack depth migration imaging method based on irregular model apertures, which aims at the problems that although the width of a conventional rectangular aperture is too small, shallow layer migration noise can be suppressed, deep portion imaging quality can be reduced, and although the width of the conventional rectangular aperture is too large, deep portion imaging effect can be guaranteed, stronger migration noise can be introduced, shallow portion imaging quality is reduced and the like. The method can effectively suppress shallow layer offset noise and ensure deep imaging quality, can improve the calculation efficiency because a travel time table outside the irregular aperture is not required to be calculated, and can improve the range of the deep layer offset aperture as much as possible on the premise of not increasing the calculation amount so as to improve the deep and even ultra-deep imaging quality and the like.

Description

Common offset Kirchhoff prestack depth migration imaging method based on irregular model aperture
Technical Field
The invention belongs to the technical field of geophysical seismic data processing, particularly relates to a seismic migration imaging method, and particularly relates to a common offset Kirchhoff prestack depth migration imaging method based on irregular model apertures for the problem of migration apertures in migration imaging.
Background
Due to the advantages of high calculation efficiency, stable imaging quality, inaccurate low sensitivity of a velocity model, easiness in implementation of migration velocity analysis and the like, the common offset Kirchhoff prestack depth migration imaging method is still a seismic imaging method mainly and mainly adopted in the oil and gas exploration field in the oil industry at present. The imaging quality of the conventional co-offset Kirchhoff prestack depth-shift imaging method is governed by a number of factors, of which the shift aperture is one of the most important. How to design reasonable aperture range and form directly determines the characteristics of the offset method such as imaging quality, calculation efficiency, offset noise suppression and the like. In view of this, a seismic migration imaging method needs to be designed to specifically address the migration aperture problem in the model space of the common offset Kirchhoff prestack depth migration imaging method.
Regarding the problem of the migration aperture, the 'formation dip angle constraint adaptive aperture prestack time migration' of Liu and year and the like is disclosed in the 'oil geophysical exploration' 2014 05, and the classic rectangular migration aperture formula is corrected by using the formation dip angle, so that the rectangular migration aperture with an ideal imaging effect is determined; in 2016 03 of petroleum geophysical exploration, Chenshide and the like, the optimization of the aperture of a dip angle gather for absorbing and compensating prestack time migration by viscous media is disclosed, and the concept of the optimal migration aperture is provided in the article, wherein the concept of the optimal migration aperture is that the time difference and amplitude change of the gather are obvious on two sides of a homophasic axis by taking a stationary phase point as the center, the vertex of the concentrated bending of the homophasic axis is the stationary phase point, and the nearly straight part of the homophasic axis in the neighborhood of the stationary phase point is the optimal migration aperture; petroleum geophysical prospecting, 03 in 2017, discloses "dip angle domain adaptive aperture prestack time migration" of wujiloy, et al, which proposes a method for adaptively determining a migration aperture according to a stratigraphic dip angle; the geophysical progress, 2018, discloses a 'phase-stabilized efficient viscoelastic prestack time migration method and application' of Junihong, which proposes that a uniform migration aperture cannot meet imaging quality requirements, and the migration aperture needs to consider the change problem of a model space velocity medium; the 'university of northeast China' journal of Petroleum 'in 2019, 03, discloses a Kirchhoff time optimal migration aperture based on a two-step scanning method' of Lixueli and the like, and the Kirchhoff time optimal migration aperture is researched by the aid of the two-step scanning method, influences of imaging inclination angles and seismic wave main frequencies on Fresnel zones are further determined in a self-adaptive mode, and a data driving determination method of the optimal migration aperture is established based on the imaging inclination angles and the Fresnel zones. The studies described above have conducted intensive studies on the migration aperture, highlighting the importance of the migration aperture, but they are directed to all prestack time migration methods.
The prestack depth migration method has higher imaging quality and is more easily adapted to complex media, and a uniform and single migration aperture is adopted at present. Typically the offset aperture may be full space, i.e. single shot data, with each corresponding pass imaging all imaging points in the subsurface imaging space. In practice, this full aperture imaging introduces much unwanted offset noise, which significantly increases the amount of computation. In addition, the model space also adopts a rectangular offset aperture, namely, when the offset algorithm is used for calculating the imaging value of the underground point, only a rectangular area between the shot point and the receiving point is calculated, and the processing mode can greatly suppress offset noise. If the rectangular offset aperture is too narrow, shallow offset noise can be greatly suppressed to obtain a better shallow imaging effect, but the imaging quality is poor due to insufficient energy information participating in offset calculation in a deep layer; if the width is too wide, the imaging quality of the deep layer is better, but the imaging quality of the shallow layer is seriously reduced due to a large amount of offset noise introduced during imaging. Especially, when the data quality is not ideal, the imaging quality of the offset aperture determination mode of the 'one-knife-cut' type is more difficult to guarantee. In practice, when making the offset aperture determination, the following core issues need to be considered: how to design an excursion aperture, can suppress the excursion noise and improve shallow portion imaging quality in the shallow layer, can enlarge effective signal source and better assurance deep portion imaging quality in the deep layer, can also compromise imaging quality and imaging efficiency simultaneously.
In order to solve the problems, a novel prestack depth migration imaging method needs to be developed, so that seismic data can obtain a clearer imaging effect when Kirchhoff migration imaging is carried out, and imaging efficiency is considered while imaging noise is suppressed.
Disclosure of Invention
The invention aims to provide a common offset Kirchhoff prestack depth migration imaging method based on an irregular model aperture, aiming at the problems that a large amount of migration noise is introduced or effective signals are lost in a large amount of wide or narrow rectangular apertures, and shallow and deep imaging quality, imaging efficiency and migration noise suppression cannot be considered.
The purpose of the invention is realized by the following technical scheme and steps:
a common offset Kirchoff prestack depth offset imaging method based on irregular model apertures comprises the following steps:
a. reading in information such as common offset seismic data, an observation system, an offset parameter, an offset velocity model and the like, which form known conditions of the method;
b. according to the known conditions read in the step a, firstly, based on a conventional offset aperture selection method, according to the offset distance size 2d, a rectangular offset aperture with the width of 2L and the depth of the rectangular offset aperture being the maximum depth H of the imaging model space is constructed, and then a part with the depth of less than H (x) is removed from the rectangular aperture, wherein: the expression for h (x) is the following piecewise function:
Figure GDA0002532215490000031
an irregular offset aperture in model space can be generated that is shallow, narrow and deep, wherein: when the piecewise function h (x) is constructed, the established local rectangular coordinate system takes a midpoint O between the shot point S and the receiving point R as the origin of coordinates,
Figure GDA0002532215490000032
the direction is the positive direction of x axle, and the direction that increases to secret degree of depth is the positive direction of h axle, and r is the radius of curvature of the smooth continuous curve that is the irregular border of pore diameter, in order to guarantee that the aperture widens gradually and smooth transition to the maximum width 2L of rectangle aperture along with the increase of depth simultaneously, here needs to be injectd: r is less than or equal to H, L and is less than or equal to (r + d);
c. according to the offset parameters (grid spacing of an imaging space) input in the step a, adopting irregular offset apertures in an unequal mesh generation model space, and assigning offset speed values and initialized imaging values on grid nodes;
d. in the unequal distance grid in the step c, all shot-geophone points of a certain common offset gather are respectively used as seismic source points, and a ray tracing method is adopted to calculate a travel-time table required by offset imaging of all gathers in the common offset gather;
e. on the basis of the step d, a Kirchhoff prestack depth migration method is adopted, and in the irregular migration aperture grid in the step c, migration imaging is carried out on the common migration distance gather to obtain an imaging value of the common migration distance gather;
f. repeating the steps b-e for all common offset gathers: respectively generating corresponding irregular offset apertures, subdividing the irregular apertures by adopting an unequal mesh, calculating a travel time table in the irregular apertures, implementing Kirchhoff offset, then superposing and summing to obtain a final imaging result, and outputting a final offset imaging value in a model space.
Compared with the prior art, the invention has the beneficial effects that:
1. the irregular offset aperture with the shallow part, the narrow part and the wide part designed by the invention can suppress offset noise in the shallow layer to improve the imaging quality of the shallow part, and can enlarge effective signal sources in the deep layer to better ensure the imaging quality of the deep part, thereby comprehensively achieving the purpose of giving consideration to both the imaging quality of the shallow part and the imaging quality of the deep part;
2. the travel time table of a calculation area outside the irregular model aperture boundary needs to be calculated, so that the calculation efficiency of the migration algorithm is greatly improved, and the purpose of considering both the imaging quality and the imaging efficiency is further achieved;
3. based on the advantages of the two aspects, when the offset aperture is designed, the deep imaging aperture range can be improved as much as possible, and further the imaging quality of a deep layer and even an ultra-deep layer is ensured on the premise of not increasing the calculated amount too much.
Drawings
FIG. 1 is an overall flow chart of the present invention of a common offset Kirchoff prestack depth migration imaging method based on irregular model aperture;
FIG. 2 is a schematic diagram of an implementation of establishing an irregular aperture;
FIG. 3a images a spatial offset velocity model;
FIG. 3b co-offset seismic data;
FIGS. 4 a-4 d illustrate different shapes of offset apertures used in the implementation of the example imaging contrast analysis, FIG. 4a rectangular offset aperture with full model space, FIG. 4b a rectangular aperture with a width of 2.0km, FIG. 4c a rectangular aperture with a width of 1.0km, FIG. 4d an irregular offset aperture according to the present invention;
FIG. 5a uses full model space rectangular offset aperture imaging results;
FIG. 5b imaging results using a rectangular aperture with a width of 2.0 km;
FIG. 5c imaging results using a rectangular aperture with a width of 1.0 km;
FIG. 5d imaging results with irregular offset apertures;
FIG. 6 is a detailed diagram of an example implementation of an overall flow chart of the method of the present invention.
Detailed Description
The present invention will be described in further detail with reference to the accompanying drawings and examples.
The invention can suppress shallow layer offset noise when the width of the conventional rectangular aperture is too small, but can greatly reduce the deep imaging quality; the too large aperture width can guarantee the deep imaging effect, but can introduce stronger skew noise and then reduce shallow portion imaging quality scheduling problem. Comprehensively considering the offset distance and the maximum depth of an imaging model space, providing an irregular model space offset aperture with a shallow part, a narrow part and a deep part, subdividing the irregular aperture by adopting an unequal mesh, calculating a travel time table only in the irregular model aperture, and then implementing Kirchhoff prestack depth offset imaging with a common offset distance domain, comprising the following steps of:
a. reading in information such as common offset seismic data, an observation system, an offset parameter, an offset velocity model and the like, which form known conditions of the method;
b. according to the known conditions read in step a, as shown in fig. 2: firstly, based on a conventional offset aperture selection method, according to the offset distance size 2d, constructing a rectangular offset aperture with the width of 2L and the depth of the rectangular offset aperture as the maximum depth H of an imaging model space, and then removing a part with the depth of less than H (x) in the rectangular aperture, wherein: the expression for h (x) is the following piecewise function:
Figure GDA0002532215490000051
an irregular offset aperture in model space can be generated that is shallow, narrow and deep, wherein: when the piecewise function h (x) is constructed, the established local rectangular coordinate system takes a midpoint O between the shot point S and the receiving point R as the origin of coordinates,
Figure GDA0002532215490000052
the direction is positive direction of x-axis, the direction of increasing depth is positive direction of h-axis, r is curvature radius of smooth continuous curve of irregular boundary of pore diameter, and simultaneously, in order to ensure that the pore diameter is gradually widened and smoothly passed along with the increase of depthTransition to the maximum width 2L of the rectangular aperture, where it is necessary to define: r is less than or equal to H, L and is less than or equal to (r + d);
c. according to the offset parameters (grid spacing of an imaging space) input in the step a, adopting irregular offset apertures in an unequal mesh generation model space, and assigning offset speed values and initialized imaging values on grid nodes;
d. in the unequal distance grid in the step c, all shot-geophone points of a certain common offset gather are respectively used as seismic source points, and a ray tracing method is adopted to calculate a travel-time table required by offset imaging of all gathers in the common offset gather;
e. on the basis of the step d, a Kirchhoff prestack depth migration method is adopted, and in the irregular migration aperture grid in the step c, migration imaging is carried out on the common migration distance gather to obtain an imaging value of the common migration distance gather;
f. repeating the steps b-e for all common offset gathers: respectively generating corresponding irregular offset apertures, subdividing the irregular apertures by adopting an unequal mesh, calculating a travel time table in the irregular apertures, implementing Kirchhoff offset, then superposing and summing to obtain a final imaging result, and outputting a final offset imaging value in a model space.
To better illustrate the effects of the above embodiments, a specific example is given below:
examples
a. As shown in fig. 6a, information such as common offset seismic data, observation systems, offset parameters, offset velocity models, etc. are read in and constitute known conditions for the method of the invention. In specific implementation, fig. 3a shows a basic form of an imaging space migration velocity model, where the model size is 44.0km × 7.7 km; FIG. 3b depicts common offset seismic data, here a zero offset seismic data is shown; the observation system mainly relates to that the track spacing and the gun spacing are both 50.0m, and the number of guns is 896 guns; the offset parameter mainly relates to the time sampling interval of 4.0ms, the number of sampling points is 2000, and the grid interval of the model space is 5.0 m.
b. According to the known conditions read in step a, as shown in fig. 2: firstly, based on a conventional offset aperture selection method, according to the offset distance size 2d, constructing a rectangular offset aperture with the width of 2L and the depth of the rectangular offset aperture as the maximum depth H of an imaging model space, and then removing a part with the depth of less than H (x) in the rectangular aperture, wherein: the expression for h (x) is the following piecewise function:
Figure GDA0002532215490000061
an irregular offset aperture in model space can be generated that is shallow, narrow and deep, wherein: when the piecewise function h (x) is constructed, the established local rectangular coordinate system takes a midpoint O between the shot point S and the receiving point R as the origin of coordinates,
Figure GDA0002532215490000062
the direction is the positive direction of x axle, and the direction that increases to secret degree of depth is the positive direction of h axle, and r is the radius of curvature of the smooth continuous curve that is the irregular border of pore diameter, in order to guarantee that the aperture widens gradually and smooth transition to the maximum width 2L of rectangle aperture along with the increase of depth simultaneously, here needs to be injectd: r is less than or equal to H, L and is less than or equal to (r + d). Because of the zero offset data, the morphology of the irregular offset aperture is shown in FIG. 4d, where: the aperture is a typical irregular aperture with a shallow part, a narrow deep part and a wide deep part, and the aperture is wider towards the deep part and gradually and smoothly transits to the aperture with a rectangular width. In addition, rectangular offset apertures of different sizes were also designed for contrast imaging quality: the widths of the rectangular apertures of fig. 4a-c are 10.0km, 2.0km and 1.0km, respectively.
c. As shown in fig. 6c, according to the offset parameters (grid spacing of the imaging space) input in step a, irregular offset apertures in the unequal mesh subdivision model space are adopted, and offset velocity values and initialized imaging values on the grid nodes are assigned;
d. as shown in fig. 6d, in the non-equidistant grid in step c, all shot-geophone points of a common offset gather are respectively used as seismic source points, and a ray tracing method is adopted to calculate a travel-time table required by offset imaging of all gathers in the common offset gather;
e. as shown in fig. 6e, on the basis of step d, using Kirchhoff prestack depth migration method, in the irregular migration aperture grid of step c, performing migration imaging on the common-migration gather to obtain an imaging value thereof;
f. as shown in FIG. 6f, the above steps b-e are repeated for all common offset gathers: respectively generating corresponding irregular offset apertures, subdividing the irregular apertures by adopting an unequal mesh, calculating a travel time table in the irregular apertures, implementing Kirchhoff offset, then superposing and summing to obtain a final imaging result, and outputting a final offset imaging value in a model space.
As shown in fig. 5 a-5 d, in contrast to a conventional uniform rectangular offset aperture, it was found that:
1. uniform rectangular offset aperture with gradually decreasing aperture width, fig. 5 a-5 c correspond to the imaging results of the offset aperture of fig. 4 a-4 c, respectively, shallow offset noise is gradually suppressed, as shown in fig. 5 a-5 c, shallow elliptically delineated region, when the offset aperture width is large, see fig. 5a, shallow offset noise is very developed, but deep offset imaging quality is greatly reduced, as shown in fig. 5 a-5 c, deep elliptically delineated region, when the aperture width is reduced to 1.0km, much deep steep structure is not imaged basically;
2. the imaging result of the irregular offset aperture with the shallow part, the narrow part and the deep part and the wide part as shown in FIG. 4d is shown in FIG. 5d, which not only can well suppress the offset noise of the shallow layer and the area defined by the ellipse of the shallow part in FIG. 5d, but also can well ensure the imaging quality of the high and steep structure of the deep part and the area defined by the ellipse of the deep part in FIG. 5 d;
3. the size of the model space of the time schedule required to be calculated by adopting the irregular offset aperture of the invention is only 48.96% of the full rectangular aperture, as can be seen by comparing fig. 4a and 4 d.
In conclusion, the offset method can well guarantee the imaging quality of the shallow part and the deep part at the same time, and also has the calculation efficiency.

Claims (1)

1. A common offset distance Kirchoff prestack depth offset imaging method based on irregular model apertures is characterized by comprising the following steps:
a. reading in known conditions: the method comprises the steps of acquiring common offset seismic data, observing systems, offset parameters and offset velocity model information;
b. according to the known conditions read in the step a, firstly, according to a conventional offset aperture selection method, according to the offset distance size 2d, a rectangular offset aperture with the width of 2L and the depth of the rectangular offset aperture being the maximum depth H of the imaging model space is constructed, and then a part with the depth of less than H (x) is removed from the rectangular offset aperture, wherein: the expression for h (x) is the following piecewise function:
Figure FDA0002616364770000011
an irregular offset aperture in model space can be generated that is shallow, narrow and deep, wherein: when the piecewise function h (x) is constructed, the established local rectangular coordinate system takes a midpoint O between the shot point S and the receiving point R as the origin of coordinates,
Figure FDA0002616364770000012
the direction is the positive direction of x axle, and the direction that increases to secret degree of depth is the positive direction of h axle, and r is the radius of curvature of the smooth continuous curve that is the irregular border of pore diameter, in order to guarantee that the aperture widens gradually and smooth transition to the maximum width 2L of rectangle aperture along with the increase of depth simultaneously, here needs to be injectd: r is not less than H, L and not more than r + d;
c. b, according to the offset parameters input in the step a, namely the grid spacing of the imaging space, adopting irregular offset apertures in the unequal mesh subdivision model space, and assigning offset speed values and initialized imaging values on grid nodes;
d. in the unequal distance grid in the step c, all shot-geophone points of a certain common offset gather are respectively used as seismic source points, and a ray tracing method is adopted to calculate a travel-time table required by offset imaging of all gathers in the common offset gather;
e. on the basis of the step d, a Kirchhoff prestack depth migration method is adopted, and in the irregular migration aperture grid in the step c, migration imaging is carried out on the common migration distance gather to obtain an imaging value of the common migration distance gather;
f. repeating the steps b-e for all common offset gathers: respectively generating corresponding irregular offset apertures, subdividing the irregular apertures by adopting an unequal mesh, calculating a travel time table in the irregular apertures, implementing Kirchhoff offset, then superposing and summing to obtain a final imaging result, and outputting a final offset imaging value in a model space.
CN201910957100.6A 2019-10-10 2019-10-10 Common offset Kirchhoff prestack depth migration imaging method based on irregular model aperture Active CN110673213B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201910957100.6A CN110673213B (en) 2019-10-10 2019-10-10 Common offset Kirchhoff prestack depth migration imaging method based on irregular model aperture

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201910957100.6A CN110673213B (en) 2019-10-10 2019-10-10 Common offset Kirchhoff prestack depth migration imaging method based on irregular model aperture

Publications (2)

Publication Number Publication Date
CN110673213A CN110673213A (en) 2020-01-10
CN110673213B true CN110673213B (en) 2020-10-23

Family

ID=69081362

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201910957100.6A Active CN110673213B (en) 2019-10-10 2019-10-10 Common offset Kirchhoff prestack depth migration imaging method based on irregular model aperture

Country Status (1)

Country Link
CN (1) CN110673213B (en)

Families Citing this family (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111323821B (en) * 2020-04-16 2021-06-01 吉林大学 Shaping filtering method for sea surface fluctuation effect correction in marine seismic data
CN112001896B (en) * 2020-08-03 2021-05-11 什维新智医疗科技(上海)有限公司 Thyroid gland border irregularity detection device
CN113359184B (en) * 2021-05-28 2021-12-10 中国地质大学(北京) Offset imaging method and device for performing Q compensation on seismic waves along propagation path
CN113960668B (en) * 2021-10-21 2024-04-16 中国石油化工股份有限公司 Method and device for enhancing reflection information based on prestack time migration
WO2024060171A1 (en) * 2022-09-23 2024-03-28 Saudi Arabian Oil Company Method and system of imaging hydrocarbon reservoirs using adaptive aperture tapering in kirchhoff depth migration

Family Cites Families (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5640368A (en) * 1993-07-26 1997-06-17 Exxon Production Research Company Migration velocity analysis using limited-aperture and monte carlo migration
CN103076628B (en) * 2011-10-26 2015-10-07 中国石油化工股份有限公司 The disposal route of the pre-stack time migration that a kind of aperture is optimized
CN102788993B (en) * 2012-08-13 2017-02-08 中国石油大学(华东) 3D VSP (three-dimensional video signal processor) pre-stack imaging method organically integrating optimization of migration aperture with avoidance of wavelet distortion
US10310122B2 (en) * 2013-03-04 2019-06-04 Cgg Services Sas Increasing similarity between seismic datasets
US11255993B2 (en) * 2017-12-28 2022-02-22 Exxonmobil Upstream Research Company Variable aperture estimation using bottom-up ray tracing
CN109085648B (en) * 2018-07-16 2019-09-27 中国科学院地质与地球物理研究所 Prestack depth migration method and device

Also Published As

Publication number Publication date
CN110673213A (en) 2020-01-10

Similar Documents

Publication Publication Date Title
CN110673213B (en) Common offset Kirchhoff prestack depth migration imaging method based on irregular model aperture
CN106597539B (en) For the bent wave zone Radon converter noise drawing method of Huangtuyuan area
Sun et al. A finite difference scheme for solving the eikonal equation including surface topography
CN102890290B (en) Prestack depth migration method under a kind of relief surface condition
CN109307890A (en) Reverse-time migration method and system based on uplink and downlink wavefield decomposition
CN110471113B (en) Inversion dynamic correction method and device based on unsteady seismic data and storage medium
CN108710148B (en) The steady phase prestack depth migration method in three-dimensional dip domain and device
CN102012521A (en) Method for detecting pre-stack cracks in seismic reservoir prediction
CN104991269A (en) Quick full-waveform inversion method for edge guide and structural constraint
CN110208856B (en) Desert complex noise suppression method based on manifold partition 2D-VMD
CN113625337B (en) Ultra-shallow water high-precision seismic data rapid imaging method
CN109633752B (en) Offshore towing cable data self-adaptive ghost wave compression method based on three-dimensional fast Radon transformation
CN109001813A (en) A kind of method, apparatus and system of multiple suppression
CN104570116A (en) Geological marker bed-based time difference analyzing and correcting method
CN105510975A (en) Method and device for improving signal-to-noise ratio of seismic data
CN106125139B (en) A kind of D seismic modeling method and system
CN106950600A (en) A kind of minimizing technology of near surface scattering surface ripple
CN113031062A (en) Correlation weighted reverse time migration imaging method based on wave field separation
CN111239814B (en) Shallow profile data mechanical interference suppression method based on same-phase axis frequency division tracking smoothing
Wang et al. Application of a new wavelet threshold method in unconventional oil and gas reservoir seismic data denoising
AU739128B2 (en) A method of seismic processing, and in particular a 3D seismic prospection method implementing seismic data migration
CN108363097B (en) A kind of seismic data offset imaging method
CN112198547A (en) Deep or ultra-deep seismic data processing method and device
CN112213784B (en) One-time processing fast static correction method for complex surface seismic data
CN112200069B (en) Tunnel filtering method and system combining time-frequency domain spectral subtraction and empirical mode decomposition

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant