WO2023000257A1 - Geological-seismic three-dimensional prediction method for favorable metallogenic site of sandstone-type uranium deposit - Google Patents

Geological-seismic three-dimensional prediction method for favorable metallogenic site of sandstone-type uranium deposit Download PDF

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WO2023000257A1
WO2023000257A1 PCT/CN2021/107865 CN2021107865W WO2023000257A1 WO 2023000257 A1 WO2023000257 A1 WO 2023000257A1 CN 2021107865 W CN2021107865 W CN 2021107865W WO 2023000257 A1 WO2023000257 A1 WO 2023000257A1
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area
seismic
target
target area
formation
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PCT/CN2021/107865
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French (fr)
Chinese (zh)
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李子颖
吴曲波
刘武生
秦明宽
汪硕
李西得
刘持恒
李伟涛
张玉燕
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核工业北京地质研究院
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Priority to PCT/CN2021/107865 priority Critical patent/WO2023000257A1/en
Publication of WO2023000257A1 publication Critical patent/WO2023000257A1/en

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    • 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
    • G01V1/30Analysis
    • 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

Definitions

  • the invention relates to the technical field of geological information, in particular to a geological-seismic three-dimensional prediction method for a sandstone-type uranium ore-forming favorable site.
  • Uranium is the material basis of the field of nuclear industry technology and other fields, so the exploration and prediction of uranium ore is particularly important.
  • Sandstone-type uranium deposits have the characteristics of large scale, no tailings, and good economic benefits.
  • the prediction of the distribution area of uranium deposits is mainly aimed at sandstone-type uranium deposits.
  • the formation of sandstone-type uranium deposits is subject to various geological factors. There are many ore-controlling factors, the ore-forming process is complex, and most of them are blind mines. Therefore, it is difficult to predict. A method that can effectively predict the distribution area of uranium deposits is needed.
  • the present invention is proposed to provide a method for predicting uranium ore-forming sites using geological and seismic data that overcomes the above problems or at least partially solves the above problems.
  • a method for predicting a uranium ore-forming site using geological and seismic data including: determining the area to be surveyed and the target layer in the area to be surveyed; setting a seismic line in the area to be surveyed, Obtain the seismic data of the section where the seismic line is located; delineate the subsidence area and the target area in the section, wherein the target area is in the target layer, and the subsidence area lies under the target area, the depression area and the target area meet the following conditions: the buried depth of the target area is less than 400 meters, the thickness of the depression area is greater than 1000 meters, and the thickness of the depression area is the same as that of the depression The ratio of the total thickness of the subsidence area to the upper formation is greater than 0.6; the dip angle of the formation in the target area and the dip angle of the formation underlying the target area are determined according to the seismic data, and the dip angle of the formation underlying the target area is determined according to the seismic data.
  • the stratum is within the sag area; the target area and the distribution of faults in the sag area are determined according to the seismic data; the uranium ore-forming site is delineated in the target area, and the uranium ore-forming
  • the position satisfies the following conditions: the stratum dip angle of the uranium ore-forming part is less than 15 degrees, the dip angle of the stratum underlying the uranium ore-forming part is greater than 20 degrees, and distribution of Regional breaks.
  • the method for predicting the ore-forming location of uranium ore using geological and seismic data can efficiently and accurately predict the distribution area of uranium ore.
  • Fig. 1 is a flowchart of a method for predicting a uranium ore-forming site using geological and seismic data according to an embodiment of the present invention
  • FIG. 2 is a schematic diagram of an area to be surveyed and a seismic survey line according to an embodiment of the present invention
  • 3A and 3B are seismic interpretation diagrams and geological strata and fault interpretation diagrams of seismic data according to an embodiment of the present invention.
  • Fig. 4 is a schematic diagram of a three-dimensional region of uranium mineralization according to an embodiment of the present invention.
  • spatially relative terms such as “above”, “below”, “top”, “bottom”, etc., may be used herein to describe only one device or feature as shown in the figures in relation to other devices or features.
  • the spatial relationship of features should be understood to also encompass different orientations in use or operation than those shown in the figures.
  • a method for predicting a uranium ore-forming site using geological and seismic data comprising the following steps:
  • Step S102 determining the area to be surveyed and the target layer in the area to be surveyed;
  • Step S104 setting a seismic line in the area to be surveyed, and acquiring seismic data of the section where the seismic line is located;
  • Step S106 Delineate the depression area and the target area in the profile, wherein the target area is in the target layer, the depression area lies under the target area, and the depression area and the target area meet the following conditions: the buried area of the target layer in the target area The depth is less than 400 meters, the thickness of the formation below the target layer in the subsidence area is greater than 1,000 meters, and the ratio of the thickness of the formation in the subsidence area to the total thickness of the subsidence area and the above formation is greater than 0.6;
  • Step S108 Determine the dip angle of the strata in the target area and the dip angle of the strata underlying the target area according to the seismic data, wherein the stratum underlying the target area is in the depression area;
  • Step S110 determining the distribution of faults in the target area and the subsidence area according to the seismic data.
  • Step S112 delineate the uranium ore-forming site in the target area, and the uranium ore-forming site meets the following conditions: the dip angle of the target formation at the uranium ore-forming site is less than 15 degrees, and the dip angle of the underlying strata at the uranium ore-forming site is greater than 20° The degree and distribution of faults from the subsidence area to the target area.
  • the target layer in the area to be surveyed and the area to be surveyed can first be determined.
  • It may include the surface within the delineated range and all geological structures below the surface, that is, the area to be surveyed 10 may include multiple strata.
  • the target layer 20 may be a certain stratum in the area 10 to be surveyed, and the formal lithostratigraphic unit is a group, group, section, layer, etc. which are divided, defined and formally named according to the stratum sequence and unified rules.
  • a certain stratum and different strata described above may refer to strata of different sections or strata of different groups, etc.
  • a section is a unit of rock stratum that is lower than a group and higher than a stratum, and a formally named section must have the same Adjacent rock formations have distinctly different lithological characteristics and are widely distributed, representing a section of strata with obvious lithological characteristics within a group, that is, the area to be surveyed 10 may include multiple groups, and multiple groups may include multiple sections respectively , the target layer 20 in the present invention may be one of the segments.
  • the uranium ore distribution area prediction method of the embodiment of the present invention can theoretically be applied to an arbitrarily delineated area 10 to be surveyed, it is very likely that there is no possibility of uranium ore distribution in any delineated area 10 to be surveyed.
  • the method provided by the embodiment of the present invention can be used to predict the specific distribution of uranium ore. predictive efficiency.
  • step S106 since in step S106 it is necessary to delineate the subsidence area and the target area in the section where the seismic survey line is located, therefore, when determining the area 10 to be surveyed in step S102, it is possible to first search for the presence of depressions based on geological data, etc. area, and further determined the structure, basement depth, and spatial distribution of the depression, as well as the division of sedimentary strata, sedimentary facies, and rock formation characteristics in this area. Based on these data, it is preliminarily judged that there may be uranium deposits in this area. After that, it is delineated as the area 10 to be surveyed.
  • the target layer 20 can be the section where uranium ore is most likely to be distributed in the area to be surveyed 10. After the area to be surveyed 10 is determined according to the geological data, it can further be based on the above geological data and in combination with the ore-forming conditions of the uranium ore. To determine the target layer 20 most likely to have uranium ore distribution in the area 10 to be surveyed. Of course, in some embodiments, those skilled in the art may first obtain a certain target layer 20 that may have a uranium ore distribution.
  • the stratum distribution at the position of the target layer 20 can be determined according to the geological background material, and the target layer below the target layer
  • the region to be surveyed 10 is determined in the region where the depression exists, that is, the target layer 20 is determined first, and then the region to be surveyed 10 is determined according to the target layer 20 .
  • the inventors conducted actual surveys at the Saihan Gaobi uranium deposit in the Erlian Basin. Still referring to Fig. 2, it is a stratum contour map in the target area. Points with the same depth are connected to form a closed curve, so that it can be seen intuitively where there is a depression in the area, such as the area to be surveyed 10 delineated by the dotted line in the figure. Further, in this specific embodiment, still referring to FIG. 3A and FIG. 3B , the inventor determined the target layer 20 to be k 1 s 2 in the upper member of the Saihan Formation by referring to geological data.
  • step S102 determines the region to be surveyed 10 and the target layer 20 in step S102 .
  • the range determined The more appropriate, the higher the efficiency of prediction in the subsequent steps.
  • Those skilled in the art can use any suitable method to determine the area to be surveyed 10 and the target layer 20, and can even be based on the prediction results obtained by existing prediction methods Determine the target layer 20 above, and then use the prediction method of the embodiment of the present invention to further predict to obtain a more accurate uranium ore distribution area, which will not be repeated here.
  • a seismic line is set in the area to be surveyed 10, and seismic data of a section where the seismic line is located is acquired.
  • the seismic survey line can be the seismic survey line in the two-dimensional seismic survey system commonly used in this field. Still referring to FIG.
  • the seismic source can be used at the shot point to induce seismic waves, and the receiving point is used to receive the reflected seismic waves, so as to obtain the seismic data at the section where the seismic line 30 is located.
  • multiple seismic lines 30 may be set in step S104, and the relevant steps described below may be used to predict the uranium ore-forming position in the section where each seismic line is located.
  • the intervals between the multiple seismic lines 30 are the same, that is, the multiple seismic lines 30 are uniformly arranged along the long axis of the region to be surveyed 10, and the interval between every two adjacent seismic lines 30 is The distance is the same. In some embodiments, the distance between every two adjacent seismic survey lines 30 can also be different. For example, when it is determined in advance according to the geological data etc. Seismic lines 30 can be densely arranged at this location, and those skilled in the art can set them according to actual needs, so details will not be repeated here.
  • the section where the seismic line 30 is located usually refers to the vertical plane passing through the seismic line 30.
  • the seismic data can be preprocessed first, for example, CGG and Geoeast seismic processing software can be used to process the seismic data.
  • the raw data obtained by the seismic process are subjected to refined processing such as filtering, amplitude recovery, and denoising processing, and the refined processed seismic data can be further interpreted by Landmark interpretation software, geoview inversion software, etc., for stratigraphic interpretation, fault interpretation, and sand Obtain the stratum depth data, fault interpretation data and sand body distribution data of the section where the seismic survey line is located, so as to determine the shape of the sag, basement depth, stratum development and occurrence, stratum occurrence and distribution, etc.
  • the seismic interpretation map shown in Figure 3A can be obtained after stratum interpretation, and those skilled in the art can further draw the geological formations and faults shown in Figure 3B according to the seismic interpretation map in Figure 3A Interpret graphs for better subsequent analysis.
  • step S106 it is necessary to determine the depression area and the target area in the section where the seismic line 30 is located.
  • the target area is an area in the target layer
  • the subsidence area is an area below the target area.
  • the subsidence area and the target area need to meet the following requirements: the buried depth of the target layer in the target area is less than 400 meters, The formation thickness below the target layer in the depression area is greater than 1000 meters, and the ratio of the formation thickness in the depression area to the total thickness of the formation thickness in the depression area and above is greater than 0.6.
  • Figure 3B shows the target area 41 and the depressed area 42 determined in a specific embodiment.
  • the depressed area 42 can be delineated first, and then the target area 41 in the target layer 20 can be delineated.
  • the target layer 20 can be a section of stratum, such as the upper member k 1 s 2 of the Saihan Formation shown in Figures 3A and 3B, when delineating the depression area 42, the depression area 42 can include A plurality of formations.
  • the thickness of formations at various positions below the target layer 20 in the profile can be determined, for example, it can be determined according to the seismic data described above, so as to delineate a region with a thickness greater than 1000 meters, which can be It is understood that such a region generally exhibits a "V" or "U” shape, and the thickness of the region may refer to the distance from the bottom to the top of the "V" or "U” shaped region.
  • the ratio between the thickness of the area and the total thickness of the strata above the area is further judged. If it is greater than 0.6, it can be determined as the subsidence area 42 .
  • the depression area 42 may include multiple stages or even multiple groups of strata.
  • a depression area 42 includes the lower section k 1 s of the Saihan Formation from top to bottom. 1.
  • a condition that needs to be met is that reducing formations or reducing organic-rich formations are developed in the depression area.
  • Reductive formations can be the formations developed with gray rock series, gray-black rock series and other reducing rock series, such as coal measures or hydrocarbon source rock series formations producing oil and gas, and reducing organic-rich formations and other organic-rich formations, such as For formations where the content of organic matter is greater than a predetermined value, those skilled in the art can determine the predetermined value according to actual conditions.
  • Such reducing formations can provide reducing agents for the formation of uranium ore, so they can be used as one of the favorable ore-forming factors.
  • the occurrence characteristics of each stratum can be further determined, for example, it can be determined through the seismic data described above, or it can be determined by consulting geological data.
  • the reducing formations below the target layer 20 may also be determined first, and then the depression region 42 is determined according to the thickness of these reducing formations. A person skilled in the art can make a selection according to actual conditions, and no specific limitation is set here.
  • the subsidence area 42 means sedimentary structural evolution, which plays an obvious role in controlling the formation of uranium deposits, accumulation of mineralization, and later transformation, so the target area is delineated above such a subsidence area 42 41.
  • the target layer in the target area 41 needs to meet the buried depth less than 400 meters, therefore, when delineating the target area 41, the area above the depression area 42 can be delineated in the target layer at first, such as delineating the area corresponding to the depression in the target layer 20 The area between the two sides of the subsidence area 42, and then further determine the buried depth of the target layer in this area based on, for example, seismic data, etc., and delineate the area where the buried depth of the target layer is less than 400 meters in this area as the target area 41.
  • sand bodies are developed in the target area. Specifically, the wave resistance inversion calculation can be performed on the seismic data to obtain the distribution of sand bodies in the target layer 20, and then, when delineating the target area 41, the area with a buried depth of less than 400 meters and developed sand bodies is delineated as the target Area 41 makes the prediction of uranium ore-forming sites more accurate.
  • the buried depth of the target area is less than 400 meters
  • the thickness of the subsidence area is greater than 1000 meters
  • the thickness of the subsidence area is the same as
  • the ratio of the total thickness of the subsidence area to the upper formation is greater than 0.6, and in some embodiments, it can further satisfy: the reduction formation is developed in the subsidence area, and the sand body is developed in the target area.
  • the dip angles of strata in the target area and the dip angles of strata underlying the target area are determined according to the seismic data.
  • the dip angle of the formation refers to the angle between the strike of the formation and the horizontal line.
  • the formation interpretation can be performed on the seismic data, and the formation interpretation data of the target area 41 and the depression area 42 are obtained, and then according to the formation interpretation
  • the data acquires the above-mentioned dip angle of the stratum, and those skilled in the art may also choose other suitable methods to acquire the dip angle of the stratum, which is not specifically limited.
  • the depression region 42 may include multiple formations, such as k 1 s 1 in the lower part of the Saihan Formation, k 1 t 2 in the upper part of the Tengger Formation, and k 1 t 2 in the upper part of the Tengger Formation shown in Fig.
  • the lower section k 1 t 1 , the Aershan Formation k 1 a, the stratum underlying the target area 41 refers to the stratum below the target layer in the target area 41 (k 1 s 2 in the upper section of the Saihan Formation) and the stratum in the target area 41
  • There may be multiple such formations in the depression area 42, such as k 1 s 1 in the lower part of the Saihan Formation, k 1 t 2 in the upper part of the Tengger Formation, k 1 in the lower part of the Tengger Formation shown in Figure 3B t 1 and Aershan Formation k 1 a all have parts in contact with the upper member of the Saihan Formation k 1 s 2 in the target area 41. Therefore, the formation dip angles at these positions can be determined according to seismic data, and in the target area 41 The stratigraphic dips of the upper member k 1 s 2 of the target layer Saihan Formation at these positions.
  • step S110 the distribution of faults in the target area 41 and the subsidence area 42 is determined according to the seismic data. Based on the collected data in the past, the existence of most uranium deposits is closely related to the existence of underground faults, especially when the underground faults are from When the deep part extends upwards, it can provide uranium source from the deep part, provide the reducing agent required for ore formation, and carry out post-superposition reformation of uranium ore, etc.
  • the fracture distribution in the target area 41 and the subsidence area 42 can be obtained after fracture interpretation of the seismic data according to the method described above, which will not be repeated here.
  • step S112 according to the inclination angle obtained in step S108 and the fracture distribution determined in step S110, the uranium ore-forming site is delineated in the target area.
  • the uranium ore-forming site meets the following conditions: The dip angle of the target formation at the ore-forming site is less than 15 degrees, the dip angle of the strata underlying the uranium ore-forming site is greater than 20 degrees, and there are faults leading from the depression area to the target area.
  • k 1 s 1 in the lower part of the Saihan Formation in order to search for uranium ore-forming sites satisfying the above conditions, one can first delineate k 1 s 1 in the lower part of the Saihan Formation, k 1 t 2 in the upper part of the Tengger Formation, and Teng
  • the part where k 1 t 1 in the lower part of the Geer Formation, k 1 a in the Arshan Formation and the upper part k 1 s 2 of the Saihan Formation in the target area 41 have an inclination angle greater than 20 degrees, and then further determine the target area according to the inclination angle obtained in step S108
  • the target layer k 1 s 2 in the upper section of the Saihan Formation is at the part where the inclination angle of this part is less than 15 degrees, and it is further judged according to step S110 whether there is a fault connected to the target area 41 by the subsidence area 42 at this part, if all satisfy , then it is determined that the site is a uranium or
  • the prediction method of the embodiment of the present invention it is only necessary to arrange the seismic survey line and analyze the seismic data to predict the metallogenic location of the uranium ore, and the prediction efficiency is high.
  • the finally determined dip angle of the strata at the uranium ore-forming site is less than 15 degrees and the dip angle of the strata underlying the uranium ore-forming site is greater than 20 degrees, that is, the distance between the uranium ore-forming site and the underlying strata It presents a high-angle unconformity, and this high-angle unconformity makes the underlying formations beneficial to supply reducing agents to the upper formations.
  • there are also faults leading from the subsidence area to the target area at the uranium ore-forming site which makes it easier for the lower strata to provide reducing agents to the upper stratum. High, the prediction results are more accurate.
  • multiple seismic lines can be arranged in step S104.
  • the position of each seismic line at the profile can be determined according to the method described above.
  • the uranium ore distribution area determined in each profile is actually a two-dimensional area, and uranium ore is usually continuously distributed in a certain area in three-dimensional space.
  • the uranium ore-forming sites 50 in each section can be connected to form a uranium deposit according to the positional relationship between the seismic lines 30.
  • the three-dimensional area 60 of mineralization provides three-dimensional spatial data for subsequent mining. This step can be realized by, for example, the computer three-dimensional simulation software Gocad, etc., and will not be repeated here.

Abstract

A geological-seismic three-dimensional prediction method for a favorable metallogenic site of a sandstone-type uranium deposit, comprising: determining an area to be explored and a target layer in the area to be explored; setting a seismic line in the area to be explored, to acquire seismic data of a profile where the seismic line is located; delineating a depression region and a target region in the profile; determining a dip angle of the stratum in the target region and a dip angle of a stratum underlying the target region according to the seismic data, where the stratum underlying the target region is within the depression region; determining a distribution of fractures in the target region and the depression region according to the seismic data; and delineating a uranium deposit metallogenic site in the target region. The present geological-seismic three-dimensional prediction method for a favorable metallogenic site of a sandstone-type uranium deposit can efficiently and accurately predict a distribution area of uranium ore.

Description

一种砂岩型铀矿成矿有利部位地质-地震三维预测方法A Geological-Seismic 3D Prediction Method for Favorable Ore-forming Sites of Sandstone-type Uranium Deposits 技术领域technical field
本发明涉及地质信息技术领域,特别是涉及一种砂岩型铀矿成矿有利部位地质-地震三维预测方法。The invention relates to the technical field of geological information, in particular to a geological-seismic three-dimensional prediction method for a sandstone-type uranium ore-forming favorable site.
背景技术Background technique
铀是核工业技术领域等领域的物质基础,因此铀矿的勘探和预测尤为重要。砂岩型铀矿具有规模大、无尾矿和经济效益好的特点,本领域中在进行铀矿分布区域的预测时主要针对砂岩型铀矿,砂岩型铀矿的形成受制于多种地质要素,控矿因素较多、成矿过程复杂,多为盲矿,因此预测的难度较大,需要一种能够有效预测铀矿分布区域的方法。Uranium is the material basis of the field of nuclear industry technology and other fields, so the exploration and prediction of uranium ore is particularly important. Sandstone-type uranium deposits have the characteristics of large scale, no tailings, and good economic benefits. In this field, the prediction of the distribution area of uranium deposits is mainly aimed at sandstone-type uranium deposits. The formation of sandstone-type uranium deposits is subject to various geological factors. There are many ore-controlling factors, the ore-forming process is complex, and most of them are blind mines. Therefore, it is difficult to predict. A method that can effectively predict the distribution area of uranium deposits is needed.
发明内容Contents of the invention
鉴于上述问题,提出了本发明以便提供一种克服上述问题或者至少部分解决上述问题的使用地质地震数据预测铀矿成矿部位的方法。In view of the above problems, the present invention is proposed to provide a method for predicting uranium ore-forming sites using geological and seismic data that overcomes the above problems or at least partially solves the above problems.
根据本发明实施例提供一种使用地质地震数据预测铀矿成矿部位的方法,包括:确定待勘测区域和所述待勘测区域中的目标层;在所述待勘测区域中设置地震测线,获取所述地震测线所在的剖面的地震数据;圈定所述剖面中的洼陷区域和目标区域,其中,所述目标区域在所述目标层中,所述洼陷区域下伏于所述目标区域,所述洼陷区域和所述目标区域满足如下条件:所述目标区域的埋深小于400米,所述洼陷区域的厚度大于1000米,并且所述洼陷区域的厚度与所述洼陷区域及上方地层的总厚度之比大于0.6;根据所述地震数据确定所述目标区域中地层的倾角,以及下伏于所述目标区域的地层的倾角,所述下伏于所述目标区域的地层在所述洼陷区域内;根据所述地震数据确定所述目标区域以及所述洼陷区域中的断裂分布;在所述目标区域中圈定铀矿成矿部位,所述铀矿成矿部位满足如下条件:所述铀矿 成矿部位的地层倾角小于15度、下伏于所述铀矿成矿部位的地层的倾角大于20度、分布有自所述洼陷区域通向所述目标区域的断裂。According to an embodiment of the present invention, there is provided a method for predicting a uranium ore-forming site using geological and seismic data, including: determining the area to be surveyed and the target layer in the area to be surveyed; setting a seismic line in the area to be surveyed, Obtain the seismic data of the section where the seismic line is located; delineate the subsidence area and the target area in the section, wherein the target area is in the target layer, and the subsidence area lies under the target area, the depression area and the target area meet the following conditions: the buried depth of the target area is less than 400 meters, the thickness of the depression area is greater than 1000 meters, and the thickness of the depression area is the same as that of the depression The ratio of the total thickness of the subsidence area to the upper formation is greater than 0.6; the dip angle of the formation in the target area and the dip angle of the formation underlying the target area are determined according to the seismic data, and the dip angle of the formation underlying the target area is determined according to the seismic data. The stratum is within the sag area; the target area and the distribution of faults in the sag area are determined according to the seismic data; the uranium ore-forming site is delineated in the target area, and the uranium ore-forming The position satisfies the following conditions: the stratum dip angle of the uranium ore-forming part is less than 15 degrees, the dip angle of the stratum underlying the uranium ore-forming part is greater than 20 degrees, and distribution of Regional breaks.
据本发明实施例的使用地质地震数据预测铀矿成矿部位的方法能够高效且较为准确地预测铀矿的分布区域。The method for predicting the ore-forming location of uranium ore using geological and seismic data according to the embodiment of the present invention can efficiently and accurately predict the distribution area of uranium ore.
附图说明Description of drawings
图1为根据本发明实施例的使用地质地震数据预测铀矿成矿部位的方法的流程图;Fig. 1 is a flowchart of a method for predicting a uranium ore-forming site using geological and seismic data according to an embodiment of the present invention;
图2为根据本发明实施例的待勘测区域与地震测线的示意图;2 is a schematic diagram of an area to be surveyed and a seismic survey line according to an embodiment of the present invention;
图3A和图3B为根据本发明实施例的地震数据的地震解释图以及地质地层和断裂解释图;3A and 3B are seismic interpretation diagrams and geological strata and fault interpretation diagrams of seismic data according to an embodiment of the present invention;
图4为根据本发明实施例的铀矿成矿的三维区域的示意图。Fig. 4 is a schematic diagram of a three-dimensional region of uranium mineralization according to an embodiment of the present invention.
具体实施方式detailed description
为使本发明的目的、技术方案和优点更加清楚,下面将结合本发明实施例的附图,对本发明的技术方案进行清楚、完整地描述。显然,所描述的实施例是本发明的一个实施例,而不是全部的实施例。基于所描述的本发明的实施例,本领域普通技术人员在无需创造性劳动的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。In order to make the purpose, technical solution and advantages of the present invention clearer, the technical solution of the present invention will be clearly and completely described below in conjunction with the accompanying drawings of the embodiments of the present invention. Apparently, the described embodiment is one embodiment of the present invention, but not all of them. Based on the described embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts shall fall within the protection scope of the present invention.
需要说明的是,除非另外定义,本发明使用的技术术语或者科学术语应当为本发明所属领域内具有一般技能的人士所理解的通常意义。若全文中涉及“第一”、“第二”等描述,则该“第一”、“第二”等描述仅用于区别类似的对象,而不能理解为指示或暗示其相对重要性、先后次序或者隐含指明所指示的技术特征的数量,应该理解为“第一”、“第二”等描述的数据在适当情况下可以互换。若全文中出现“和/或”,其含义为包括三个并列方案,以“A和/或B”为例,包括A方案,或B方案,或A和B同时满足的方案。此外,为了便于描述,在这里可以使用空间相对术语,如“上方”、“下方”、“顶部”、“底部”等,仅用来描述如图中所示的一个器件或特征与其他器件或特征的空间位置 关系,应当理解为也包含除了图中所示的方位之外的在使用或操作中的不同方位。It should be noted that, unless otherwise defined, the technical terms or scientific terms used in the present invention shall have the usual meanings understood by those skilled in the art to which the present invention belongs. If the descriptions such as "first" and "second" are involved in the whole text, the descriptions such as "first" and "second" are only used to distinguish similar objects, and cannot be understood as indicating or implying their relative importance, sequence, etc. The order or the number of technical features indicated by implicit indication should be understood as "first", "second" and other described data can be interchanged under appropriate circumstances. If "and/or" appears throughout the text, it means to include three parallel plans, taking "A and/or B" as an example, including plan A, or plan B, or a plan that satisfies both A and B. In addition, for ease of description, spatially relative terms, such as "above", "below", "top", "bottom", etc., may be used herein to describe only one device or feature as shown in the figures in relation to other devices or features. The spatial relationship of features should be understood to also encompass different orientations in use or operation than those shown in the figures.
根据本发明的实施例提供一种使用地质地震数据预测铀矿成矿部位方法,参照图1,包括如下步骤:According to an embodiment of the present invention, a method for predicting a uranium ore-forming site using geological and seismic data is provided, referring to FIG. 1 , comprising the following steps:
步骤S102:确定待勘测区域和待勘测区域中的目标层;Step S102: determining the area to be surveyed and the target layer in the area to be surveyed;
步骤S104:在待勘测区域中设置地震测线,获取地震测线所在的剖面的地震数据;Step S104: setting a seismic line in the area to be surveyed, and acquiring seismic data of the section where the seismic line is located;
步骤S106:圈定所述剖面中的洼陷区域和目标区域,其中,目标区域在目标层中,洼陷区域下伏于目标区域,洼陷区域和目标区域满足如下条件:目标区域目标层的埋深小于400米,洼陷区域目标层之下的地层厚度大于1000米,并且洼陷区域的地层厚度与洼陷区域及上方地层的总厚度之比大于0.6;Step S106: Delineate the depression area and the target area in the profile, wherein the target area is in the target layer, the depression area lies under the target area, and the depression area and the target area meet the following conditions: the buried area of the target layer in the target area The depth is less than 400 meters, the thickness of the formation below the target layer in the subsidence area is greater than 1,000 meters, and the ratio of the thickness of the formation in the subsidence area to the total thickness of the subsidence area and the above formation is greater than 0.6;
步骤S108:根据地震数据确定目标区域中地层的倾角,以及下伏于目标区域的地层的倾角,其中,下伏于目标区域的地层在洼陷区域内;Step S108: Determine the dip angle of the strata in the target area and the dip angle of the strata underlying the target area according to the seismic data, wherein the stratum underlying the target area is in the depression area;
步骤S110:根据地震数据确定目标区域以及洼陷区域中的断裂分布;以及Step S110: determining the distribution of faults in the target area and the subsidence area according to the seismic data; and
步骤S112:在目标区域中圈定铀矿成矿部位,铀矿成矿部位满足如下条件:铀矿成矿部位的目标地层倾角小于15度、下伏于铀矿成矿部位的地层的倾角大于20度、分布有自洼陷区域通向目标区域的断裂。Step S112: delineate the uranium ore-forming site in the target area, and the uranium ore-forming site meets the following conditions: the dip angle of the target formation at the uranium ore-forming site is less than 15 degrees, and the dip angle of the underlying strata at the uranium ore-forming site is greater than 20° The degree and distribution of faults from the subsidence area to the target area.
在步骤S102中可以首先确定待勘测区域和待勘测区域中的目标层,参照图2,待勘测区域10可以是预先圈定的一片区域,例如图2中所圈定的椭圆状区域,待勘测区域10可以包括该圈定范围内的地表以及地表下方的全部地质结构,即,待勘测区域10可以包括多个地层。In step S102, the target layer in the area to be surveyed and the area to be surveyed can first be determined. With reference to FIG. It may include the surface within the delineated range and all geological structures below the surface, that is, the area to be surveyed 10 may include multiple strata.
参照图3A和图3B,目标层20可以是待勘测区域10中的某一地层,正式岩石地层单位是按照地层层序,统一的规则划分、定义并正式命名的群、组、段、层等,上文中所描述的某一地层、不同地层 可以是指不同段的地层或不同组的地层等等,段是低于组、高于层的岩石地层单位,正式命名的段需具有与组内相邻岩层明显不同的岩性特征,并分布范围广,代表组内具有明显岩性特征的一段地层,即,待勘测区域10中可能包括多个组,多个组又可能分别包括多个段,本发明中的目标层20可以是其中的一个段。尽管本发明实施例的铀矿分布区域预测方法理论上能够应用于任意圈定的一个待勘测区域10,但是任意圈定的待勘测区域10中很可能并不存在铀矿分布的可能性,对这样的待勘测区域10进行后续的步骤是没有意义的,因此在实际工作过程中,本领域技术人员可以将地质资料、考察资料中已经公布的铀矿勘查区确定为待勘测区域10,这样的待勘测区域10中大概率存在铀矿分布,只是尚不清楚铀矿具体分布的位置,在这样的待勘测区域10中使用本发明实施例所提供的方法来预测铀矿具体分布的区域能够极大地提高预测的效率。Referring to Fig. 3A and Fig. 3B, the target layer 20 may be a certain stratum in the area 10 to be surveyed, and the formal lithostratigraphic unit is a group, group, section, layer, etc. which are divided, defined and formally named according to the stratum sequence and unified rules. , a certain stratum and different strata described above may refer to strata of different sections or strata of different groups, etc. A section is a unit of rock stratum that is lower than a group and higher than a stratum, and a formally named section must have the same Adjacent rock formations have distinctly different lithological characteristics and are widely distributed, representing a section of strata with obvious lithological characteristics within a group, that is, the area to be surveyed 10 may include multiple groups, and multiple groups may include multiple sections respectively , the target layer 20 in the present invention may be one of the segments. Although the uranium ore distribution area prediction method of the embodiment of the present invention can theoretically be applied to an arbitrarily delineated area 10 to be surveyed, it is very likely that there is no possibility of uranium ore distribution in any delineated area 10 to be surveyed. It is meaningless to carry out subsequent steps in the area to be surveyed 10, so in the actual work process, those skilled in the art can determine the uranium prospecting area that has been published in the geological data and investigation data as the area to be surveyed 10, such a field to be surveyed There is a large probability of uranium ore distribution in the area 10, but it is not clear where the uranium ore is specifically distributed. In such an area 10 to be surveyed, the method provided by the embodiment of the present invention can be used to predict the specific distribution of uranium ore. predictive efficiency.
在一些实施例中,由于步骤S106中需要在地震测线所在的剖面中圈定洼陷区域和目标区域,因此,在步骤S102中确定待勘测区域10的时候,可以首先根据地质资料等寻找存在凹陷的区域,并进一步确定该凹陷的结构、基底埋深和空间展布,以及该区域中的沉积地层划分、沉积相和岩石建造特征等,根据这些资料初步判断出该区域中可能存在铀矿分布后,将其圈定为待勘测区域10。In some embodiments, since in step S106 it is necessary to delineate the subsidence area and the target area in the section where the seismic survey line is located, therefore, when determining the area 10 to be surveyed in step S102, it is possible to first search for the presence of depressions based on geological data, etc. area, and further determined the structure, basement depth, and spatial distribution of the depression, as well as the division of sedimentary strata, sedimentary facies, and rock formation characteristics in this area. Based on these data, it is preliminarily judged that there may be uranium deposits in this area. After that, it is delineated as the area 10 to be surveyed.
同样地,目标层20可以是待勘测区域10中最可能分布有铀矿的段,在根据地质资料确定了待勘测区域10以后,可以进一步的根据上述地质资料并结合铀矿的成矿条件,来确定待勘测区域10中最可能有铀矿分布的目标层20。当然,在一些实施例中,本领域技术人员可能先获取到了某一可能具有铀矿分布的目标层20,此时可以根据地质底料确定该目标层20所在位置的地层分布,将目标层下方存在凹陷的区域确定待勘测区域10,即,先确定目标层20再根据目标层20确定待勘测区域10。Similarly, the target layer 20 can be the section where uranium ore is most likely to be distributed in the area to be surveyed 10. After the area to be surveyed 10 is determined according to the geological data, it can further be based on the above geological data and in combination with the ore-forming conditions of the uranium ore. To determine the target layer 20 most likely to have uranium ore distribution in the area 10 to be surveyed. Of course, in some embodiments, those skilled in the art may first obtain a certain target layer 20 that may have a uranium ore distribution. At this time, the stratum distribution at the position of the target layer 20 can be determined according to the geological background material, and the target layer below the target layer The region to be surveyed 10 is determined in the region where the depression exists, that is, the target layer 20 is determined first, and then the region to be surveyed 10 is determined according to the target layer 20 .
在一些具体的实施例中,发明人在二连盆地赛汉高毕铀矿床处进行了实际的勘测,仍参照图2,其为目标区域中的地层等深线图,图2中将地层埋深相同的点相连形成封闭的曲线,从而能够直观地看出 该片区域中存在凹陷的位置,例如图中虚线框所圈定的待勘测区域10。进一步地,在该具体的实施例中,仍然参照图3A和图3B,发明人通过参阅地质资料,将目标层20确定为赛汉组上段k 1s 2In some specific embodiments, the inventors conducted actual surveys at the Saihan Gaobi uranium deposit in the Erlian Basin. Still referring to Fig. 2, it is a stratum contour map in the target area. Points with the same depth are connected to form a closed curve, so that it can be seen intuitively where there is a depression in the area, such as the area to be surveyed 10 delineated by the dotted line in the figure. Further, in this specific embodiment, still referring to FIG. 3A and FIG. 3B , the inventor determined the target layer 20 to be k 1 s 2 in the upper member of the Saihan Formation by referring to geological data.
上文中描述了几种待勘测区域10和目标层20的确定方法,然而可以理解地,步骤S102中确定待勘测区域10和目标层20实际上是为了确定后续步骤的工作范围,该范围确定的越合适,则后续步骤中预测的效率就越高,本领域技术人员可以使用任何合适的方法来确定待勘测区域10和目标层20,甚至可以在现有的预测方法所获得的预测结果的基础上确定目标层20,而后再使用本发明实施例的预测方法进一步地进行预测以获得更准确的铀矿分布区域,在此不再赘述。Several methods for determining the region to be surveyed 10 and the target layer 20 have been described above. However, it can be understood that the determination of the region to be surveyed 10 and the target layer 20 in step S102 is actually to determine the working range of the subsequent steps. The range determined The more appropriate, the higher the efficiency of prediction in the subsequent steps. Those skilled in the art can use any suitable method to determine the area to be surveyed 10 and the target layer 20, and can even be based on the prediction results obtained by existing prediction methods Determine the target layer 20 above, and then use the prediction method of the embodiment of the present invention to further predict to obtain a more accurate uranium ore distribution area, which will not be repeated here.
在步骤S104中,在待勘测区域10中设置地震测线,并获取地震测线所在剖面的地震数据。地震测线可以是本领域中通常所使用的二维地震勘探系统中的地震测线,仍然参照图2,地震测线30通常为一条直线,测线上一般部署有炮点和接收点,在炮点处可以使用震源来引发地震波,接收点用于接收反射回来的地震波,从而获取到该地震测线30所在的剖面处的地震数据。In step S104, a seismic line is set in the area to be surveyed 10, and seismic data of a section where the seismic line is located is acquired. The seismic survey line can be the seismic survey line in the two-dimensional seismic survey system commonly used in this field. Still referring to FIG. The seismic source can be used at the shot point to induce seismic waves, and the receiving point is used to receive the reflected seismic waves, so as to obtain the seismic data at the section where the seismic line 30 is located.
在一些实施例中,步骤S104中可以设置多条地震测线30,可以使用下文中所描述的相关步骤对每一条地震测线所在的剖面中的铀矿成矿位置进行预测。In some embodiments, multiple seismic lines 30 may be set in step S104, and the relevant steps described below may be used to predict the uranium ore-forming position in the section where each seismic line is located.
在设置多条地震测线30的实施例中,仍然参照图2,每条地震测线30可以沿待勘测区域10的短轴延伸,而多条地震测线30沿着待勘测区域10的长轴分布。在一些实施例中,多条地震测线30的间距相同,即,沿着待勘测区域10的长轴均匀布置多条地震测线30,每两条相邻的地震测线30之间间隔的距离相同。在一些实施例中,每两条相邻的地震测线30之间间隔的距离也可以不同,例如根据地质资料等预先确定了待勘测区域10中某一部位成矿可能性较大时,则可以在该部位较为密集的布置地震测线30,本领域技术人员可以根据实际的需求来进行设置,在此不再赘述。In the embodiment in which a plurality of seismic lines 30 are set, still referring to FIG. axis distribution. In some embodiments, the intervals between the multiple seismic lines 30 are the same, that is, the multiple seismic lines 30 are uniformly arranged along the long axis of the region to be surveyed 10, and the interval between every two adjacent seismic lines 30 is The distance is the same. In some embodiments, the distance between every two adjacent seismic survey lines 30 can also be different. For example, when it is determined in advance according to the geological data etc. Seismic lines 30 can be densely arranged at this location, and those skilled in the art can set them according to actual needs, so details will not be repeated here.
地震测线30所在的剖面通常是指经过地震测线30的竖直面,步骤S104中通过地震获取了地震数据后,可以首先对地震数据进行预 处理,例如可以使用CGG和Geoeast地震处理软件对地震获得的原始数据进行滤波、振幅恢复、去噪处理等精细化处理,并可以进一步的通过Landmark解释软件、geoview反演软件等来对精细化处理后的地震数据进行地层解释、断裂解释、砂体反演等,获取地震测线所在剖面的地层埋深数据、断裂解释数据和砂体分布数据,以此确定凹陷形态、基底埋深、地层发育和产状、地层产状和展布等信息,在一些实施例中,经过地层解释后可以获得如图3A所示的地震解释图,本领域技术人员还可以进一步地根据图3A中的地震解释图绘制图3B中示出的地质地层和断裂解释图,以便更好地进行后续地分析。The section where the seismic line 30 is located usually refers to the vertical plane passing through the seismic line 30. After the seismic data are acquired by earthquakes in step S104, the seismic data can be preprocessed first, for example, CGG and Geoeast seismic processing software can be used to process the seismic data. The raw data obtained by the seismic process are subjected to refined processing such as filtering, amplitude recovery, and denoising processing, and the refined processed seismic data can be further interpreted by Landmark interpretation software, geoview inversion software, etc., for stratigraphic interpretation, fault interpretation, and sand Obtain the stratum depth data, fault interpretation data and sand body distribution data of the section where the seismic survey line is located, so as to determine the shape of the sag, basement depth, stratum development and occurrence, stratum occurrence and distribution, etc. , in some embodiments, the seismic interpretation map shown in Figure 3A can be obtained after stratum interpretation, and those skilled in the art can further draw the geological formations and faults shown in Figure 3B according to the seismic interpretation map in Figure 3A Interpret graphs for better subsequent analysis.
需要注意的是,尽管在下文的相关步骤中以图3A和图3B为例进行详细地描述,然而这些步骤并不依赖如图3A和图3B中示出的地层解释图和示意图,而仅依赖于原始的地震数据,本领域技术人员可以使用任何合适的方式对原始数据进行处理以实现下文中的相关步骤,对此不作具体的限定。It should be noted that although the relevant steps below are described in detail using Fig. 3A and Fig. 3B as an example, these steps do not rely on the stratigraphic interpretation diagrams and schematic diagrams shown in Fig. 3A and Fig. 3B, but only rely on Based on the original seismic data, those skilled in the art can use any suitable method to process the original data to realize the relevant steps below, which is not specifically limited.
在步骤S106中,需要确定地震测线30所在剖面中的洼陷区域和目标区域。目标区域是目标层中的一片区域,而洼陷区域是下伏于目标区域的一片区域,如前文所描述的,洼陷区域和目标区域需要满足:目标区域目标层的埋深小于400米,洼陷区域目标层之下的地层厚度大于1000米,并且洼陷区域的地层厚度与洼陷区域及上方地层的总厚度之比大于0.6。In step S106, it is necessary to determine the depression area and the target area in the section where the seismic line 30 is located. The target area is an area in the target layer, and the subsidence area is an area below the target area. As described above, the subsidence area and the target area need to meet the following requirements: the buried depth of the target layer in the target area is less than 400 meters, The formation thickness below the target layer in the depression area is greater than 1000 meters, and the ratio of the formation thickness in the depression area to the total thickness of the formation thickness in the depression area and above is greater than 0.6.
图3B中示出了一个具体的实施例中所确定的目标区域41和洼陷区域42,在一些实施例中,可以首先圈定洼陷区域42,而后圈定目标层20中的目标区域41,具体地,如上文中所描述的,目标层20可以是一段地层,例如图3A和3B中所示出的赛汉组上段k 1s 2,在圈定洼陷区域42时,洼陷区域42中可以包括多个地层,在实际工作中,可以确定该剖面中目标层20下方的各个位置处地层的厚度,例如可以根据上文中所描述的地震数据来确定,从而圈定出厚度大于1000米的区域,可以理解地,这样的区域通常呈现“V”形或“U”形,该区域的厚度可以是指该“V”形或“U”形区域的底部到顶部之间的距离。圈定了厚度大于1000米的区域后,再进一步的判断该 区域的厚度,与该区域以及该区域上方地层的总厚度之间的比值,如果大于0.6,则可以将其确定为洼陷区域42。 Figure 3B shows the target area 41 and the depressed area 42 determined in a specific embodiment. In some embodiments, the depressed area 42 can be delineated first, and then the target area 41 in the target layer 20 can be delineated. Specifically Specifically, as described above, the target layer 20 can be a section of stratum, such as the upper member k 1 s 2 of the Saihan Formation shown in Figures 3A and 3B, when delineating the depression area 42, the depression area 42 can include A plurality of formations. In actual work, the thickness of formations at various positions below the target layer 20 in the profile can be determined, for example, it can be determined according to the seismic data described above, so as to delineate a region with a thickness greater than 1000 meters, which can be It is understood that such a region generally exhibits a "V" or "U" shape, and the thickness of the region may refer to the distance from the bottom to the top of the "V" or "U" shaped region. After the area with a thickness greater than 1000 meters is delineated, the ratio between the thickness of the area and the total thickness of the strata above the area is further judged. If it is greater than 0.6, it can be determined as the subsidence area 42 .
洼陷区域42中可以包括多段甚至多组地层,例如在图3A和图3B中所示出的具体实施例中,一个洼陷区域42处从上到下依次包括了赛汉组下段k 1s 1、腾格尔组上段k 1t 2、腾格尔组下段k 1t 1、阿尔善组k 1a等地层。 The depression area 42 may include multiple stages or even multiple groups of strata. For example, in the specific embodiment shown in Fig. 3A and Fig. 3B, a depression area 42 includes the lower section k 1 s of the Saihan Formation from top to bottom. 1. The k 1 t 2 upper member of the tengger formation, the k 1 t 1 lower member of the tengger formation, and the k 1 a formation of the alshan formation.
在一些实施例中,在圈定洼陷区域和目标区域时,还需要满足的条件是洼陷区域中发育还原性地层或还原性富含有机质地层。还原性地层可以是发育有灰色岩系、灰黑色岩系等还原性岩系的地层,例如煤系或产油气烃源岩系地层,而还原性富含有机质地层其他富含有机质的地层,例如有机质的含量大于预定值的地层,本领域技术人员可以根据实际情况来确定该预定值。这样的还原性地层能够为铀矿的形成提供还原剂,因此能够作为有利成矿的考察因素之一。在这样的实施方式中,可以在圈定了洼陷区域42以后进一步的确定其中各个地层的产状特征,例如可以通过上文所描述的地震数据来确定,或者可以通过查阅地质资料来确定,在本实施例中,如果所圈定洼陷区域42中没有发育还原性地层,或者还原性地层的占比较低,则不再将其圈定为洼陷区域42。在一些其他的实施例中,也可以先确定目标层20下方的还原性地层,而后再根据这些还原性地层的厚度来确定洼陷区域42。本领域技术人员可以根据实际情况来进行选择,对此不做具体的限定。In some embodiments, when delineating the depression area and the target area, a condition that needs to be met is that reducing formations or reducing organic-rich formations are developed in the depression area. Reductive formations can be the formations developed with gray rock series, gray-black rock series and other reducing rock series, such as coal measures or hydrocarbon source rock series formations producing oil and gas, and reducing organic-rich formations and other organic-rich formations, such as For formations where the content of organic matter is greater than a predetermined value, those skilled in the art can determine the predetermined value according to actual conditions. Such reducing formations can provide reducing agents for the formation of uranium ore, so they can be used as one of the favorable ore-forming factors. In such an embodiment, after the depression area 42 is delineated, the occurrence characteristics of each stratum can be further determined, for example, it can be determined through the seismic data described above, or it can be determined by consulting geological data. In this embodiment, if no reductive formations are developed in the delineated depression area 42 , or the proportion of the reduction formations is relatively low, then it is no longer delineated as the depression area 42 . In some other embodiments, the reducing formations below the target layer 20 may also be determined first, and then the depression region 42 is determined according to the thickness of these reducing formations. A person skilled in the art can make a selection according to actual conditions, and no specific limitation is set here.
洼陷区域42意味着沉积型的构造演化,这样的构造演化对于铀矿的形成、聚集成矿和后期改造等起到明显的控制作用,因此在这样的洼陷区域42的上方来圈定目标区域41。The subsidence area 42 means sedimentary structural evolution, which plays an obvious role in controlling the formation of uranium deposits, accumulation of mineralization, and later transformation, so the target area is delineated above such a subsidence area 42 41.
由于目标区域41中的目标层需要满足埋深小于400米,因此,在圈定目标区域41时,可以首先在目标层中圈定位于洼陷区域42上方的区域,例如圈定目标层20中对应于洼陷区域42的两侧边界之间的区域,而后进一步根据例如地震数据等确定该片区域中的目标层的埋深,将该区域中目标层埋深小于400米的区域圈定为目标区域41。Because the target layer in the target area 41 needs to meet the buried depth less than 400 meters, therefore, when delineating the target area 41, the area above the depression area 42 can be delineated in the target layer at first, such as delineating the area corresponding to the depression in the target layer 20 The area between the two sides of the subsidence area 42, and then further determine the buried depth of the target layer in this area based on, for example, seismic data, etc., and delineate the area where the buried depth of the target layer is less than 400 meters in this area as the target area 41.
在一些实施例中,由于砂岩型的铀矿形成于砂体中,因此,在圈 定目标区域41时,可以进一步满足如下条件:目标区域中发育砂体。具体地,可以对地震数据进行波阻反演计算,获取到目标层20中的砂体分布,而后,在圈定目标区域41时,将埋深小于400米并且发育有砂体的区域圈定为目标区域41,使得铀矿成矿部位的预测更加精确。In some embodiments, since sandstone-type uranium deposits are formed in sand bodies, when delineating the target area 41, the following conditions may be further satisfied: sand bodies are developed in the target area. Specifically, the wave resistance inversion calculation can be performed on the seismic data to obtain the distribution of sand bodies in the target layer 20, and then, when delineating the target area 41, the area with a buried depth of less than 400 meters and developed sand bodies is delineated as the target Area 41 makes the prediction of uranium ore-forming sites more accurate.
上述实施例中描述了多种圈定目标区域41和洼陷区域42的方法,并且,本领域技术人员可以使用上述一种或多种方法的组合来圈定目标区域41和洼陷区域42,还可以选择其他任何合适的方法来确定,只需最终圈定的目标区域41和洼陷区域42能够满足:目标区域的埋深小于400米,洼陷区域的厚度大于1000米,并且洼陷区域的厚度与洼陷区域及上方地层的总厚度之比大于0.6,并在一些实施例中进一步能够满足:洼陷区域中发育还原性地层、目标区域中发育砂体。A variety of methods for delineating the target area 41 and the depressed area 42 have been described in the above embodiments, and those skilled in the art can use a combination of one or more of the above methods to delineate the target area 41 and the depressed area 42, or Select any other suitable method to determine, only need to finally delineate the target area 41 and the subsidence area 42 to meet: the buried depth of the target area is less than 400 meters, the thickness of the subsidence area is greater than 1000 meters, and the thickness of the subsidence area is the same as The ratio of the total thickness of the subsidence area to the upper formation is greater than 0.6, and in some embodiments, it can further satisfy: the reduction formation is developed in the subsidence area, and the sand body is developed in the target area.
圈定了目标区域41和洼陷区域42后,在步骤S108中,根据地震数据确定目标区域中地层的倾角,以及下伏于目标区域的地层的倾角。地层的倾角是指地层的走向与水平线之间的夹角,在一些实施例中,可以对地震数据进行地层解释,获取到目标区域41和洼陷区域42的地层解释数据,而后根据该地层解释数据获取上述地层倾角,本领域技术人员也可以选择其他合适的方式来获取地层的倾角,对此不做具体的限定。After the target area 41 and the depression area 42 are delineated, in step S108, the dip angles of strata in the target area and the dip angles of strata underlying the target area are determined according to the seismic data. The dip angle of the formation refers to the angle between the strike of the formation and the horizontal line. In some embodiments, the formation interpretation can be performed on the seismic data, and the formation interpretation data of the target area 41 and the depression area 42 are obtained, and then according to the formation interpretation The data acquires the above-mentioned dip angle of the stratum, and those skilled in the art may also choose other suitable methods to acquire the dip angle of the stratum, which is not specifically limited.
仍可以参照图3A和图3B,洼陷区域42中可以包括多个地层,例如图3B中所示的赛汉组下段k 1s 1、腾格尔组上段k 1t 2、腾格尔组下段k 1t 1、阿尔善组k 1a,下伏于目标区域41的地层是指处于目标区域41中的目标层(赛汉组上段k 1s 2)下方并且与目标区域41中的地层接触的地层,洼陷区域42中可以存在多个这样的地层,例如图3B中示出的赛汉组下段k 1s 1、腾格尔组上段k 1t 2、腾格尔组下段k 1t 1、阿尔善组k 1a中均存在与目标区域41中的赛汉组上段k 1s 2接触的部位,因此,可以根据地震数据来确定这些部位处的地层倾角,以及目标区域41中的目标层赛汉组上段k 1s 2在这些位置处的地层倾角。 Referring still to Fig. 3A and Fig. 3B, the depression region 42 may include multiple formations, such as k 1 s 1 in the lower part of the Saihan Formation, k 1 t 2 in the upper part of the Tengger Formation, and k 1 t 2 in the upper part of the Tengger Formation shown in Fig. 3B The lower section k 1 t 1 , the Aershan Formation k 1 a, the stratum underlying the target area 41 refers to the stratum below the target layer in the target area 41 (k 1 s 2 in the upper section of the Saihan Formation) and the stratum in the target area 41 There may be multiple such formations in the depression area 42, such as k 1 s 1 in the lower part of the Saihan Formation, k 1 t 2 in the upper part of the Tengger Formation, k 1 in the lower part of the Tengger Formation shown in Figure 3B t 1 and Aershan Formation k 1 a all have parts in contact with the upper member of the Saihan Formation k 1 s 2 in the target area 41. Therefore, the formation dip angles at these positions can be determined according to seismic data, and in the target area 41 The stratigraphic dips of the upper member k 1 s 2 of the target layer Saihan Formation at these positions.
进一步的,在步骤S110中,根据地震数据确定目标区域41和洼陷区域42中的断裂分布,基于以往的采集数据,多数铀矿的存在于 地下断裂的存在密切相关,尤其是当地下断裂从深部向上延伸时,能够提供来自深部的铀源、提供成矿所需的还原剂、对铀矿进行后期叠加改造等。在一些实施例中,可以根据上文中所描述的方法对地震数据进行断裂解释后,获取到目标区域41和洼陷区域42中的断裂分布,在此不再赘述。Further, in step S110, the distribution of faults in the target area 41 and the subsidence area 42 is determined according to the seismic data. Based on the collected data in the past, the existence of most uranium deposits is closely related to the existence of underground faults, especially when the underground faults are from When the deep part extends upwards, it can provide uranium source from the deep part, provide the reducing agent required for ore formation, and carry out post-superposition reformation of uranium ore, etc. In some embodiments, the fracture distribution in the target area 41 and the subsidence area 42 can be obtained after fracture interpretation of the seismic data according to the method described above, which will not be repeated here.
在步骤S112中,根据步骤S108中所获得的倾角以及步骤S110中所确定的断裂分布来在目标区域中圈定铀矿成矿部位,如前文所描述的,铀矿成矿部位满足如下条件:铀矿成矿部位的目标地层倾角小于15度、下伏于铀矿成矿部位的地层的倾角大于20度、分布有自洼陷区域通向目标区域的断裂。In step S112, according to the inclination angle obtained in step S108 and the fracture distribution determined in step S110, the uranium ore-forming site is delineated in the target area. As described above, the uranium ore-forming site meets the following conditions: The dip angle of the target formation at the ore-forming site is less than 15 degrees, the dip angle of the strata underlying the uranium ore-forming site is greater than 20 degrees, and there are faults leading from the depression area to the target area.
具体地,仍然参照图3B,为了寻找满足上述条件的铀矿成矿部位,可以首先根据步骤S108中确定的倾角圈定赛汉组下段k 1s 1、腾格尔组上段k 1t 2、腾格尔组下段k 1t 1、阿尔善组k 1a与目标区域41中的赛汉组上段k 1s 2接触部分的倾角大于20度的部位,而后进一步根据步骤S108获得的倾角确定目标区域中的目标层赛汉组上段k 1s 2在该部位的倾角小于15度的部位,并进一步根据步骤S110判断该部位处是否存在由洼陷区域42连通到目标区域41的断裂,如果均满足,则确定该部位为铀矿成矿部位,例如,图3B中示出的铀矿成矿部位50。 Specifically, still referring to Fig. 3B, in order to search for uranium ore-forming sites satisfying the above conditions, one can first delineate k 1 s 1 in the lower part of the Saihan Formation, k 1 t 2 in the upper part of the Tengger Formation, and Teng The part where k 1 t 1 in the lower part of the Geer Formation, k 1 a in the Arshan Formation and the upper part k 1 s 2 of the Saihan Formation in the target area 41 have an inclination angle greater than 20 degrees, and then further determine the target area according to the inclination angle obtained in step S108 The target layer k 1 s 2 in the upper section of the Saihan Formation is at the part where the inclination angle of this part is less than 15 degrees, and it is further judged according to step S110 whether there is a fault connected to the target area 41 by the subsidence area 42 at this part, if all satisfy , then it is determined that the site is a uranium ore-forming site, for example, the uranium ore-forming site 50 shown in FIG. 3B .
在本发明实施例的预测方法中,只需要布置地震测线并分析地震数据即可对铀矿成矿部位进行预测,预测效率较高。并且,最终所确定的铀矿成矿部位处的地层倾角小于15度与并且下伏于铀矿成矿部位的地层的倾角大于20度,即,铀矿成矿部位与其下伏的地层之间呈现高角度不整合,这种高角度不整合使得下方地层有利于向上方地层提供还原剂。进一步的,铀矿成矿部位处还存在由洼陷区域通向目标区域的断裂,使得下方地层更容易向上方地层提供还原剂,因此,满足这些条件的铀矿成矿部位成矿可能性极高,预测结果较为准确。In the prediction method of the embodiment of the present invention, it is only necessary to arrange the seismic survey line and analyze the seismic data to predict the metallogenic location of the uranium ore, and the prediction efficiency is high. Moreover, the finally determined dip angle of the strata at the uranium ore-forming site is less than 15 degrees and the dip angle of the strata underlying the uranium ore-forming site is greater than 20 degrees, that is, the distance between the uranium ore-forming site and the underlying strata It presents a high-angle unconformity, and this high-angle unconformity makes the underlying formations beneficial to supply reducing agents to the upper formations. Furthermore, there are also faults leading from the subsidence area to the target area at the uranium ore-forming site, which makes it easier for the lower strata to provide reducing agents to the upper stratum. High, the prediction results are more accurate.
在一些实施例中,如上文中所描述的,步骤S104中可以布置多条地震测线,在这样的实施例中,可以将根据上文中所描述的方法来确定每条地震测线所在剖面处的铀矿成矿部位。可以理解地,每个剖 面中所确定的铀矿分布区域实际上是一个二维的区域,而铀矿通常连续分布在三维空间中的某一区域,为此,在一些实施例中,参照图4,在确定了每个地震测线30所在剖面中的铀矿分布区域后,可以进一步的根据地震测线30之间的位置关系,来将各个剖面中的铀矿成矿部位50连接形成铀矿成矿的三维区域60,以为后续的开采提供三维空间数据。该步骤可以通过例如计算机三维模拟软件Gocad等来实现,在此不再赘述。In some embodiments, as described above, multiple seismic lines can be arranged in step S104. In such an embodiment, the position of each seismic line at the profile can be determined according to the method described above. The uranium ore-forming site. Understandably, the uranium ore distribution area determined in each profile is actually a two-dimensional area, and uranium ore is usually continuously distributed in a certain area in three-dimensional space. For this, in some embodiments, refer to Fig. 4. After determining the distribution area of uranium ore in the section where each seismic line 30 is located, the uranium ore-forming sites 50 in each section can be connected to form a uranium deposit according to the positional relationship between the seismic lines 30. The three-dimensional area 60 of mineralization provides three-dimensional spatial data for subsequent mining. This step can be realized by, for example, the computer three-dimensional simulation software Gocad, etc., and will not be repeated here.
在本说明书的描述中,参考术语“一个实施例”、“一些实施方式”、“示例”、“具体示例”、或“一些示例”等的描述意指结合该实施例或示例描述的具体特征、结构、材料或者特点包含于本发明的至少一个实施例或示例中。在本说明书中,对上述术语的示意性表述不必须针对的是相同的实施例或示例。而且,描述的具体特征、结构、材料或者特点可以在任一个或多个实施例或示例中以合适的方式结合。此外,在不相互矛盾的情况下,本领域的技术人员可以将本说明书中描述的不同实施例或示例以及不同实施例或示例的特征进行结合和组合。In the description of this specification, descriptions with reference to the terms "one embodiment", "some implementations", "example", "specific examples", or "some examples" mean that specific features described in connection with the embodiment or example , structure, material or characteristic is included in at least one embodiment or example of the present invention. In this specification, the schematic representations of the above terms are not necessarily directed to the same embodiment or example. Furthermore, the described specific features, structures, materials or characteristics may be combined in any suitable manner in any one or more embodiments or examples. In addition, those skilled in the art can combine and combine different embodiments or examples and features of different embodiments or examples described in this specification without conflicting with each other.
尽管上面已经示出和描述了本发明的实施例,可以理解的是,上述实施例是示例性的,不能理解为对本发明的限制,本领域的普通技术人员在本发明的范围内可以对上述实施例进行变化、修改、替换和变型。Although the embodiments of the present invention have been shown and described above, it can be understood that the above embodiments are exemplary and should not be construed as limiting the present invention, and those skilled in the art can make the above-mentioned The embodiments are subject to changes, modifications, substitutions and variations.

Claims (10)

  1. 一种使用地质地震数据预测铀矿成矿部位的方法,包括:A method for predicting uranium ore-forming sites using geoseismic data, comprising:
    确定待勘测区域和所述待勘测区域中的目标层;determining an area to be surveyed and a target layer in said area to be surveyed;
    在所述待勘测区域中设置地震测线,获取所述地震测线所在的剖面的地震数据;Setting a seismic line in the area to be surveyed, and acquiring seismic data of the section where the seismic line is located;
    圈定所述剖面中的洼陷区域和目标区域,其中,所述目标区域在所述目标层中,所述洼陷区域下伏于所述目标区域,所述洼陷区域和所述目标区域满足如下条件:所述目标区域目标层的埋深小于400米,所述洼陷区域目标层之下的地层厚度大于1000米,并且所述洼陷区域的地层厚度与所述洼陷区域及上方地层的总厚度之比大于0.6;Delimiting the depressed area and the target area in the profile, wherein the target area is in the target layer, the depressed area lies under the target area, and the depressed area and the target area satisfy The following conditions: the burial depth of the target layer in the target area is less than 400 meters, the thickness of the formation below the target layer in the depression area is greater than 1000 meters, and the thickness of the formation in the depression area is the same as that of the depression area and the formation above The ratio of the total thickness is greater than 0.6;
    根据所述地震数据确定所述目标区域中地层的倾角,以及下伏于所述目标区域的地层的倾角,所述下伏于所述目标区域的地层在所述洼陷区域内;determining the dip of formations in the target area and the dips of formations underlying the target area, the formations underlying the target area being within the depressed region, based on the seismic data;
    根据所述地震数据确定所述目标区域以及所述洼陷区域中的断裂分布;determining the target area and the distribution of fractures in the depressed area based on the seismic data;
    在所述目标区域中圈定铀矿成矿部位,所述铀矿成矿部位满足如下条件:所述铀矿成矿部位的目标地层倾角小于15度、下伏于所述铀矿成矿部位的地层的倾角大于20度、分布有自所述洼陷区域通向所述目标区域的断裂。Delineate the uranium ore-forming site in the target area, and the uranium ore-forming site satisfies the following conditions: the target stratum dip angle of the uranium ore-forming site is less than 15 degrees, and lies beneath the uranium ore-forming site The dip angle of the formation is greater than 20 degrees, and there are fractures leading from the depression area to the target area.
  2. 根据权利要求1所述的方法,其中,所述圈定所述剖面中的洼陷区域和目标区域时,所述洼陷区域和所述目标区域还满足如下条件:The method according to claim 1, wherein, when delineating the depressed area and the target area in the profile, the depressed area and the target area also satisfy the following conditions:
    所述洼陷区域中发育还原性地层或还原性富含有机质地层。Reductive formations or reductive organic-rich formations develop in the depression area.
  3. 根据权利要求2所述的方法,其中,所述还原性地层或还原性富含有机质地层包括以下至少之一:The method according to claim 2, wherein the reducing formation or reducing organic-rich formation comprises at least one of the following:
    产煤地层、产油气烃源岩系地层、有机质含量超过预定值的地层。Coal-producing strata, oil and gas-producing source rock series strata, and strata with organic matter content exceeding a predetermined value.
  4. 根据权利要求1-3中任一项所述的方法,还包括:The method according to any one of claims 1-3, further comprising:
    对所述地震数据进行波阻反演计算以获取所述目标层中的砂体分布数据;performing wave resistance inversion calculation on the seismic data to obtain sand body distribution data in the target layer;
    所述圈定所述剖面中的洼陷区域和目标区域时,所述洼陷区域和所述目标区域还满足如下条件:When delineating the depressed area and the target area in the profile, the depressed area and the target area also meet the following conditions:
    所述目标区域中发育砂体。Sand bodies develop in the target area.
  5. 根据权利要求1所述的方法,其中,根据所述地震数据确定所述目标区域中地层的倾角,以及下伏于所述目标区域的地层的倾角包括:The method of claim 1 , wherein determining the dip of formations in the target area from the seismic data and the dips of formations underlying the target area comprises:
    对所述地震数据进行地层解释,获取所述目标区域和所述洼陷区域的地层解释数据;performing stratigraphic interpretation on the seismic data, and obtaining stratigraphic interpretation data of the target area and the subsidence area;
    根据所述地层解释数据确定所述目标区域中地层的倾角,以及下伏于所述目标区域的地层的倾角。Determining dips of formations in the target area and dips of formations underlying the target area based on the formation interpretation data.
  6. 根据权利要求1所述的方法,其中,所述在所述待勘测区域中设置地震测线包括:The method according to claim 1, wherein said setting a seismic line in the area to be surveyed comprises:
    在所述待勘测区域中设置多条地震测线,每条地震测线沿所述待勘测区域的短轴延伸。A plurality of seismic survey lines are set in the area to be surveyed, and each seismic survey line extends along the short axis of the area to be surveyed.
  7. 根据权利要求6所述的方法,其中,多条所述地震测线沿所述待勘测区域的长轴排列。The method of claim 6, wherein a plurality of said seismic lines are arranged along the long axis of said area to be surveyed.
  8. 根据权利要求6或7所述的方法,其中,所述多条地震测线的间距相同。The method according to claim 6 or 7, wherein the intervals of the plurality of seismic lines are the same.
  9. 根据权利要求6或7所述的方法,其中,所述多条地震测线之间的间距不同。The method according to claim 6 or 7, wherein the spacing between the plurality of seismic lines is different.
  10. 根据权利要求6-9中任一项所述的方法,还包括:The method according to any one of claims 6-9, further comprising:
    确定每条所述地震测线所在剖面中的铀矿成矿部位;Determining the uranium mineralization site in the profile where each said seismic survey line is located;
    根据所述地震测线之间的位置关系,将每条所述地震测线所在剖面中的铀矿成矿部位连接,获得铀矿成矿三维区域。According to the positional relationship between the seismic survey lines, the uranium ore-forming sites in the section where each of the seismic survey lines are located are connected to obtain a three-dimensional area of uranium ore-formation.
PCT/CN2021/107865 2021-07-22 2021-07-22 Geological-seismic three-dimensional prediction method for favorable metallogenic site of sandstone-type uranium deposit WO2023000257A1 (en)

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Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN115826070A (en) * 2023-01-30 2023-03-21 核工业北京地质研究院 Method for determining mining value position in alaskite type uranium ore to be detected by using rock core recorder
CN116520421A (en) * 2023-06-29 2023-08-01 中国石油大学(华东) Quantitative evaluation method and system for potential of hydrocarbon production by subsidence of subsidence basin
CN117371619A (en) * 2023-12-05 2024-01-09 核工业北京地质研究院 Method for predicting ore-forming perspective of sandstone uranium resources in exploration area

Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4244223A (en) * 1979-07-10 1981-01-13 Geiger Allen R System and method for geophysical prospecting by measurement of earth tides
US20090028000A1 (en) * 2007-07-26 2009-01-29 O'brien Thomas B Method and process for the systematic exploration of uranium in the athabasca basin
CN103837908A (en) * 2014-03-05 2014-06-04 核工业北京地质研究院 Rapid prospecting positioning method applicable to hidden sandstone-type uranium mine
CN106033130A (en) * 2015-03-10 2016-10-19 核工业北京地质研究院 Location predication method for deep favorable mineralization part of sandstone-type uranium ore
CN107144873A (en) * 2017-04-12 2017-09-08 核工业北京地质研究院 A kind of sandstone-type uranium mineralization with respect 3D seismic data observation procedure
CN109270589B (en) * 2018-10-09 2020-04-10 核工业北京地质研究院 Method for positioning sandstone-type uranium ore favorable ore-forming rock facies zone
CN112764122A (en) * 2019-10-21 2021-05-07 中国石油化工股份有限公司 Delineation method of ancient river channel type sandstone uranium reservoir

Patent Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4244223A (en) * 1979-07-10 1981-01-13 Geiger Allen R System and method for geophysical prospecting by measurement of earth tides
US20090028000A1 (en) * 2007-07-26 2009-01-29 O'brien Thomas B Method and process for the systematic exploration of uranium in the athabasca basin
CN103837908A (en) * 2014-03-05 2014-06-04 核工业北京地质研究院 Rapid prospecting positioning method applicable to hidden sandstone-type uranium mine
CN106033130A (en) * 2015-03-10 2016-10-19 核工业北京地质研究院 Location predication method for deep favorable mineralization part of sandstone-type uranium ore
CN107144873A (en) * 2017-04-12 2017-09-08 核工业北京地质研究院 A kind of sandstone-type uranium mineralization with respect 3D seismic data observation procedure
CN109270589B (en) * 2018-10-09 2020-04-10 核工业北京地质研究院 Method for positioning sandstone-type uranium ore favorable ore-forming rock facies zone
CN112764122A (en) * 2019-10-21 2021-05-07 中国石油化工股份有限公司 Delineation method of ancient river channel type sandstone uranium reservoir

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN115826070A (en) * 2023-01-30 2023-03-21 核工业北京地质研究院 Method for determining mining value position in alaskite type uranium ore to be detected by using rock core recorder
CN116520421A (en) * 2023-06-29 2023-08-01 中国石油大学(华东) Quantitative evaluation method and system for potential of hydrocarbon production by subsidence of subsidence basin
CN116520421B (en) * 2023-06-29 2023-10-13 中海石油(中国)有限公司深圳分公司 Quantitative evaluation method and system for potential of hydrocarbon production by subsidence of subsidence basin
CN117371619A (en) * 2023-12-05 2024-01-09 核工业北京地质研究院 Method for predicting ore-forming perspective of sandstone uranium resources in exploration area

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