Underground structure identification method and system based on Beidou satellite

Abstract

According to the underground structure identification method and system based on the Beidou satellite provided by the invention, when the geological structure data processing instruction is received, the geological structure data processing instruction is responded to first, and the geological structure data type catalog of the to-be-identified geological structure data is obtained; and then obtaining a geological structure data processing mode corresponding to the geological structure data type catalog, then performing multi-term processing on the to-be-identified geological structure data according to a plurality of processing sub-modes in the geological structure data processing mode, and finally outputting the processed target geological structure data. Through the above mode, an intelligent identification function of the to-be-identified geological structure data can be realized, and multiple enhancement processing of the to-be-identified geological structure data can be realized only by inputting one geological structure data operation instruction, so that the geological structure data processing operation is simplified, the geological structure data identification accuracy is improved, and the geological structure data identification efficiency is improved. Therefore, a basic guarantee can be provided for subsequent construction, and the construction efficiency is improved.

Description

Technical Field

[0001] The present application relates to the field of data evaluation technology, and in particular to a method and system for identifying underground structures based on Beidou satellites. Background Art

[0002] Underground structure is a field that is difficult to accurately explore. The existing technology generally uses drilling to conduct exploration, which has great limitations. In some places where the equipment cannot reach, it is impossible to obtain underground structure information, resulting in poor accuracy. Therefore, a technical solution is urgently needed to solve the above problems. Summary of the invention

[0003] In order to improve the technical problems existing in the related technologies, the present application provides a method and system for identifying underground structures based on Beidou satellites.

[0004] In a first aspect, a method for identifying underground structures based on Beidou satellite is provided, comprising: Obtaining geological structure data processing instructions for geological structure data to be identified; Performing geological structure data content recognition on the geological structure data to be recognized to obtain a geological structure data content recognition result; In response to the geological structure data processing instruction, X geological structure data category directories corresponding to the geological structure data to be identified are obtained through the geological structure data content identification result, wherein X is an integer greater than 1; the X geological structure data category directories include an important geological structure data category directory and no less than one secondary geological structure data category directory; the important geological structure data category directory is used to determine the global processing method of geological structure data processing, and the secondary geological structure data category directory is used to determine the significance processing method of local content items of geological structure factors.

[0005] In an independently implemented embodiment, the step of performing geological structure data content identification on the geological structure data to be identified to obtain a geological structure data content identification result includes: Obtaining at least one key geological structure factor in the geological structure data to be identified; Determine all the contents of at least one key geological structure factor; Determine one main content item and at least one secondary content item among all the content items according to the number of impact factors of all the content items; The method of obtaining the X geological structure data category directories corresponding to the geological structure data to be identified through the geological structure data content identification result includes: The geological structure data category directory corresponding to the main content item is determined as the important geological structure data category directory, and the geological structure data category directory corresponding to at least one secondary content item is determined as the at least one secondary geological structure data category directory.

[0006] In an independently implemented embodiment, the step of performing geological structure data content identification on the geological structure data to be identified to obtain a geological structure data content identification result includes: Obtaining at least one key geological structure factor in the geological structure data to be identified; Determine all the contents of at least one key geological structure factor; According to the importance weights corresponding to all the content items, the content item with the highest importance among all the content items is determined as the primary content item; and according to the importance weights, at least one secondary content item is determined; The method of obtaining the X geological structure data category directories corresponding to the geological structure data to be identified through the geological structure data content identification result includes: The geological structure data type corresponding to the main content item is determined as the important geological structure data type directory, and the geological structure data type directory corresponding to at least one secondary content item is determined as the at least one secondary geological structure data type directory.

[0007] In an independently implemented embodiment, the step of obtaining X geological structure data category directories corresponding to the geological structure data to be identified through the geological structure data content identification result includes: Loading the geological structure data to be identified into the geological structure identification thread; The X geological structure data category directories corresponding to the geological structure data to be identified are determined through the output of the geological structure identification thread.

[0008] In an independently implemented embodiment, the X geological structure data type directories include a geological event type directory, and the geological structure data processing methods corresponding to the geological event type directory include at least two of cleaning processing, analysis processing or data optimization; the processing of the to-be-identified geological structure data using the X geological structure data processing methods includes: Determine the geological matter content items in the geological structure data to be identified through the geological matter category catalog; The geological matters are subjected to at least two of the following processes: cleaning, analysis or data optimization.

[0009] In an independently implemented embodiment, the X geological structure data type directories include a local geological event type directory, and the geological structure data processing methods corresponding to the local geological event type directory include at least two of data optimization, data identification or data cleaning; the processing of the geological structure data to be identified by using the X geological structure data processing methods includes: Determine the rock content items in the to-be-identified geological structure data through the local geological item category catalog; The rock content items are subjected to at least two of data optimization processing, data identification processing or data cleaning processing.

[0010] In an independently implemented embodiment, the X geological structure data type directories include a geological structure layer type directory, and the geological structure data processing methods corresponding to the geological structure layer type directory include at least two of preprocessing, data identification or filtering processing; the processing of the geological structure data to be identified by using the X geological structure data processing methods includes: Determining several geological layer structural factors in the geological structure data to be identified through the geological structure layer type catalog; The plurality of geological stratum structural factors are subjected to at least two of pre-processing, data identification or filtering.

[0011] In an independently implemented embodiment, the X geological structure data category directories include a key category directory, and the geological structure data processing methods corresponding to the key category directory include at least two of preprocessing, data identification or weight value optimization; The adopting the X geological structure data processing methods to process the geological structure data to be identified includes: Determining a number of key geological structure factors in the geological structure data to be identified through the key category catalog; The several key geological structure factors are subjected to at least two of the following processes: pre-processing, data identification processing or weight value optimization processing.

[0012] In an independently implemented embodiment, the X geological structure data type directories include a hidden geological information type directory, and the geological structure data processing method corresponding to the hidden geological information type directory includes differential analysis and data cleaning; the processing of the to-be-identified geological structure data using the X geological structure data processing methods includes: Determine the hidden geological information content items in the geological structure data to be identified through the hidden geological information category catalog; The hidden geological information content is subjected to differentiated analysis and data cleaning.

[0013] In an independently implemented embodiment, determining X geological structure data processing methods through the X geological structure data type directories specifically includes: determining a main geological structure data processing method through the important geological structure data type directory; determining at least one secondary geological structure data processing method through the at least one secondary geological structure data type directory; wherein the geological structure data processing method has a corresponding relationship with the geological structure data type directory, and each geological structure data processing method includes at least two processing sub-methods, wherein each processing sub-method includes at least one of a key hidden content processing method and a hidden content processing method; The X geological structure data processing methods are used to process the geological structure data to be identified to output target geological structure data, specifically including: using the main geological structure data processing method to process all content items of the geological structure factors in the geological structure data to be identified; using the secondary geological structure data processing method to analyze and process local content items of the geological structure factors in the geological structure data to be identified; and the secondary geological structure data type directory is obtained from the local content items.

[0014] In a second aspect, a Beidou satellite-based underground structure identification system is provided, comprising a processor and a memory that communicate with each other, wherein the processor is used to read a computer program from the memory and execute it to implement the above method.

[0015] The embodiment of the present application provides a method and system for identifying underground structures based on Beidou satellites. When receiving a geological structure data processing instruction, the method and system first respond to the geological structure data processing instruction, obtain a geological structure data type directory of the geological structure data to be identified, and then obtain a geological structure data processing method corresponding to the geological structure data type directory, and then perform multiple processing on the geological structure data to be identified according to several processing sub-methods in the geological structure data processing method, and finally output the processed target geological structure data. Through the above method, the intelligent recognition function of the geological structure data to be identified can be realized, and only one geological structure data operation instruction needs to be input to realize multiple enhanced processing of the geological structure data to be identified, thereby simplifying the geological structure data processing operation and improving the accuracy of geological structure data identification, so as to provide a basic guarantee for subsequent construction and improve construction efficiency. BRIEF DESCRIPTION OF THE DRAWINGS

[0016] In order to more clearly illustrate the technical solutions of the embodiments of the present application, the drawings required for use in the embodiments will be briefly introduced below. It should be understood that the following drawings only show certain embodiments of the present application and therefore should not be regarded as limiting the scope. For ordinary technicians in this field, other related drawings can be obtained based on these drawings without paying creative work.

[0017] Figure 1 A flowchart of a Beidou satellite-based underground structure identification method provided in an embodiment of the present application. DETAILED DESCRIPTION

[0018] In order to better understand the above technical scheme, the technical scheme of the present application is described in detail below through the accompanying drawings and specific embodiments. It should be understood that the embodiments of the present application and the specific features in the embodiments are detailed descriptions of the technical scheme of the present application, rather than limitations on the technical scheme of the present application. In the absence of conflict, the embodiments of the present application and the technical features in the embodiments can be combined with each other.

[0019] See also Figure 1 , shows a method for identifying underground structures based on Beidou satellites, which may include the technical solutions described in the following steps 201-203.

[0020] 201. Obtain geological structure data to be identified, and receive geological structure data processing instructions for the geological structure data to be identified.

[0021] For example, the geological structure data to be identified is the initial geological structure data obtained by Beidou satellite photography, which includes normal geological structure data and interference data.

[0022] The geological structure data processing instruction may be a geological structure data processing command for executing identification processing of geological structure data.

[0023] Among them, geological structure refers to the shape left behind by the deformation or displacement of rock layers or rock bodies under the action of internal and external stresses of the earth. It is most prominent in areas with layered rocks. It also exists in areas with igneous rocks and metamorphic rocks. It is specifically manifested in the folds, fractures, cleavages and other surface and linear structures of rocks. It has a direct impact on the stability and permeability of the foundation of hydraulic structures. For example, the core of the fold structure has broken rocks and developed cracks, low strength and high permeability. When selecting sites for dams, power stations, tunnels, etc., such areas should be avoided as much as possible. The site selection should also take into account the fracture conditions in the reservoir area. If a large fault extends outside the reservoir, leakage in the reservoir area may occur.

[0024] 202. Perform geological structure data content recognition on the geological structure data to be recognized to obtain a geological structure data content recognition result.

[0025] After receiving the geological structure data processing instruction for the geological structure data to be identified, it is necessary to first identify the geological structure data content of the geological structure data to be identified. For example, the geological structure data scene characteristics of the geological structure data to be identified can be identified, such as identifying the scene content of each geological structure data description content in the geological structure data to be identified, and determining the scene type described therein, including key scenes, etc.

[0026] For example, the content items of the geological structure data to be identified can also be identified, for example, feature points of the geological structure data description in the geological structure data to be identified can be compared to determine the type of content items included, such as geological items and hidden geological information included in the geological structure data to be identified.

[0027] The contents included in all the geological structure data to be identified can be divided to obtain the final geological structure data content identification result, so as to subsequently determine the type of geological structure data according to the geological structure data content identification result, thereby determining the method of geological structure data processing.

[0028] 203. In response to the geological structure data processing instruction, a geological structure data type directory corresponding to the geological structure data to be identified is obtained according to the geological structure data content identification result.

[0029] In response to the geological structure data processing instruction, the geological structure data processing flow is started. First, it is necessary to determine the geological structure data category directory of the geological structure data according to the geological structure data content recognition result. Specifically, the geological structure data sharing platform can count and identify the content in the massive geological structure data, establish a category directory system for the geological structure data, that is, classify the geological structure data according to the content of the geological structure data, and add different category directories. For example, it can include a geological matter category directory, a local geological matter category directory, a hidden geological information category directory, a document category directory, a geological structure layer category directory, a key category directory, etc. Among them, hidden geological information can be understood as geological information that is not fully acquired or not acquired through Beidou satellites. For example: my country's Beidou satellite uses ultrasonic imaging, but if there is a material that absorbs sound waves underground, underground data cannot be collected, so there is hidden information. For the identification of hidden information, manual hole identification is currently a common technical solution in the prior art.

[0030] It can be understood that one geological structure data can correspond to several geological structure data type directories. It can be determined that the geological structure data type directory corresponding to the geological structure data to be identified is a geological matter type directory and a geological structure layer type directory, that is, the number of geological structure data type directories corresponding to the geological structure data to be identified is not specifically limited.

[0031] For example, a geological structure recognition thread can be established based on the above-mentioned geological structure data category directory system, and the geological structure recognition thread is used to output the geological structure data category directory of the geological structure data to be identified. For example, the geological structure recognition thread can be trained by the following steps: first, the training sample is annotated, and the training sample is the historical uploaded geological structure data, and the annotation content is the accurate geological structure data category directory of the training sample, and then the annotated sample is loaded into the geological structure recognition thread, and the geological structure recognition thread obtains the output category directory of the annotated sample through the content of the annotated sample. Then, according to the loss of the output category directory and the annotated geological structure data category directory, the parameters of the geological structure recognition thread are iteratively updated until the geological structure recognition thread converges. In this way, the geological structure data to be identified can be loaded into the trained geological structure recognition thread, and the geological structure data category directory of the geological structure data to be identified can be obtained according to the output of the geological structure recognition thread.

[0032] It is possible to establish a geological structure data processing strategy and formulate a geological structure data processing method for each geological structure data type directory, and ultimately generate a geological structure data processing method exclusive to each geological structure data type directory.

[0033] Steps 204 and 205 are to further define the processing method.

[0034] 204. Determine the geological structure data processing method based on the geological structure data type catalog.

[0035] According to the geological structure data type directory of the geological structure data to be identified, the corresponding geological structure data processing method is determined, and then the geological structure data to be identified are processed in sequence according to several sub-methods in the geological structure data processing method. Among them, the geological structure data type directory corresponds to the geological structure data processing method one by one, and each geological structure data processing method includes several specific processing methods (i.e., processing sub-methods), and the processing sub-method can be a key hidden content processing method or a hidden content processing method.

[0036] For example, the geological structure data processing method corresponding to the local geological event category catalog may include at least two of data optimization processing, data identification processing or data cleaning processing.

[0037] For example, the geological structure data processing method corresponding to the hidden geological information category directory can include differential analysis and data cleaning. When the geological structure data category directory corresponding to the geological structure data to be identified is a hidden geological information category directory, the "hidden geological information" in the geological structure data to be identified is first determined, and then differential analysis can be automatically performed on it, and the data of the geological structure factors can be cleaned, so as to finally achieve optimization and enhancement of all geological structure data.

[0038] For example, the geological structure data processing method corresponding to the geological structure layer type directory may include at least two of preprocessing, data identification or filtering processing. When the geological structure data type directory corresponding to the geological structure data to be identified is a geological structure layer type directory, at least two of preprocessing processing, data identification processing or filtering processing may be performed on the description content of all geological structure factors, and finally the optimization and enhancement of all geological structure data is achieved.

[0039] For example, the geological structure data processing methods corresponding to the key category catalogue may include at least two of preprocessing, data identification or weight value optimization. When the geological structure data category catalogue corresponding to the geological structure data to be identified is a key category catalogue, at least two of the following processes may be performed on the description content of all geological structure factors, including preprocessing, data identification or weight value optimization, to ultimately achieve optimization and enhancement of all geological structure data.

[0040] It is understandable that multiple geological structure data processing combinations can be determined for each geological structure data type directory according to the processing method, and the geological structure data processing method for analysis can be established, and the specific processing method is not limited. At the same time, when a certain geological structure data to be identified corresponds to several geological structure data type directories, the geological structure data to be identified can be processed in turn according to the geological structure data processing method corresponding to each geological structure data type directory, and the processing effects can be superimposed to finally generate optimized and enhanced geological structure data.

[0041] 205. The geological structure data to be identified is processed according to the geological structure data processing method, and the target geological structure data is output.

[0042] After determining the geological structure data type directory of the geological structure data to be identified and the geological structure data processing method corresponding to the geological structure data type directory, multiple processings are performed on the geological structure data to be identified in turn according to the processing methods in the geological structure data processing method to generate target geological structure data.

[0043] In this embodiment, when receiving the geological structure data processing instruction sent by the user, the geological structure data processing instruction is first responded to, and the geological structure data type directory of the geological structure data to be identified is obtained, and then the geological structure data processing method corresponding to the geological structure data type directory is obtained, and multiple processing is performed on the geological structure data to be identified according to several processing sub-methods in the geological structure data processing method, and finally the processed target geological structure data is output. Through the above method, the "one-key optimization" function of the geological structure data to be identified can be realized, and only one geological structure data operation instruction needs to be input to realize multiple enhanced processing of the geological structure data to be identified, thereby simplifying the geological structure data processing operation and improving the accuracy of geological structure data identification, so as to provide a basic guarantee for subsequent construction and improve construction efficiency.

[0044] The following is aimed at the number of geological structure data type directories corresponding to the geological structure data to be identified, taking the execution subject as an example, the underground structure identification method based on Beidou satellite in the present application is introduced. Another underground structure identification method based on Beidou satellite provided in the embodiment of the present application can be understood that in the embodiment of the present application, one geological structure data to be identified corresponds to one geological structure data type directory; including: 401. Obtain geological structure data to be identified, and receive geological structure data processing instructions for the geological structure data to be identified.

[0045] 402. Perform geological structure data content recognition on the geological structure data to be recognized to obtain a geological structure data content recognition result.

[0046] 403. In response to the geological structure data processing instruction, periodically intercept a number of geological structure factors in the geological structure data to be identified according to a preset frequency.

[0047] When receiving a geological structure data processing instruction, it is necessary to respond to the geological structure data processing instruction and start the geological structure data processing flow for the geological structure data to be identified. First, several geological structure factors in the geological structure data to be identified can be periodically intercepted, and the main scenes of all geological structure data can be judged according to the contents of these several geological structure factors, so as to facilitate the subsequent reasonable planning of processing methods. It is understandable that several key geological structure data can also be determined according to a certain strategy, and the application scenarios of geological structure data can be determined by identifying the contents of several key geological structure data, such as determining several key geological structure data according to the number of items contained in the description content of geological structure data, etc. The specific form is not limited.

[0048] 404. According to the results of the geological structure data content identification, several content items in each geological structure factor are determined respectively.

[0049] After determining several geological structural factors, it is necessary to identify each of the several geological structural factors in turn. It can be understood that the content of several geological structural factors is used to determine the processing strategy of the geological structural data to be identified. Therefore, each geological structural factor can be classified according to the geological structural data content identification result to determine the geological structural data type directory corresponding to each geological structural factor. Then, several geological structural data type directories corresponding to several geological structural factors are identified, and the geological structural data type directory that best represents the geological structural data content is selected as the geological structural data type directory of all the geological structural data to be identified. In this way, the determined processing method can process the geological structural data to be identified more intelligently and improve the effect of geological structural data processing.

[0050] For example, the catalog of geological structure data types corresponding to each geological structure factor may be determined by the scene characteristics of the geological structure data corresponding to each geological structure factor.

[0051] For example, the catalog of geological structure data types corresponding to each geological structure factor can be determined by the geological structure data item characteristics corresponding to each geological structure factor.

[0052] 405. According to the weight values ​​of several content items, determine the catalog of geological structure data types corresponding to each geological structure factor.

[0053] It can be seen from the above examples that by identifying the content of each geological structure factor, we try to find the most representative features to determine the geological structure data type directory of the geological structure factor. Therefore, different strategies can be formulated according to user needs to determine the geological structure data type directory of a certain geological structure factor, without specific limitation.

[0054] 406. Determine a geological structure data type catalog corresponding to the geological structure data to be identified based on a plurality of geological structure data type catalogs of a plurality of geological structure factors.

[0055] After determining the geological structure data type directory corresponding to each geological structure factor, it is necessary to statistically identify the geological structure data type directories of several geological structure factors to obtain the geological structure data type directory of the final geological structure data to be identified. For example, the geological structure data type directory with the highest frequency of appearance among several geological structure data type directories can be determined as the geological structure data type directory corresponding to the geological structure data to be identified. For example, 10 geological structure factors of the geological structure data to be identified are obtained. Among the 10 geological structure factors, the geological structure data type directories corresponding to 5 geological structure factors are geological event type directories, the geological structure data type directories corresponding to 3 geological structure factors are animal species directories, and the directories corresponding to 2 geological structure factors are hidden geological information type directories. Then, the geological structure data type directory of the geological structure data to be identified can be determined as the geological event type directory.

[0056] For example, a geological structure data category catalogue of the geological structure data to be identified may also be determined. Specifically, the geological structure data category catalogues corresponding to several geological structure factors are first determined respectively, and then the geological structure data category catalogue with the highest degree of importance is selected as the geological structure data category catalogue of all the geological structure data to be identified.

[0057] 407. Determine a geological structure data processing method according to a geological structure data type catalog corresponding to the geological structure data to be identified.

[0058] After the catalog of geological structure data types corresponding to the geological structure data to be identified is determined, geological structure data processing can be performed on the geological structure data to be identified according to the geological structure data processing method corresponding to the catalog of geological structure data types.

[0059] 408. Process the geological structure data to be identified according to the geological structure data processing method, and output target geological structure data.

[0060] In this embodiment, several geological structure factors in the geological structure data to be identified can be intercepted, and then the geological structure data type directory corresponding to each geological structure factor is first determined according to the specific content of each geological structure factor, and then several geological structure data type directories corresponding to several geological structure factors are statistically identified, and the geological structure data type directory that best reflects the characteristics of the geological structure data is selected as the geological structure data type directory of all geological structure data to be identified, and finally, the geological structure data to be identified is subjected to multiple processing according to the geological structure data processing method corresponding to the geological structure data type directory of the geological structure data to be identified, and the processed target geological structure data is output. When the geological structure data to be identified only includes one geological structure data type directory, the geological structure data processing process can be greatly simplified, the method and color of the geological structure factors described in the geological structure data can be kept uniform, the editing and processing time of the geological structure data can be reduced, and the processing rate of the geological structure data can be improved.

[0061] Another method for identifying underground structures based on Beidou satellites provided in an embodiment of the present application is that one geological structure data to be identified will correspond to several geological structure data category directories; similarly, taking an execution subject as an example, the method includes the following steps: 501. Obtain geological structure data to be identified, and receive geological structure data processing instructions for the geological structure data to be identified.

[0062] 502. Perform geological structure data content recognition on the geological structure data to be recognized to obtain a geological structure data content recognition result.

[0063] 503. In response to the geological structure data processing instruction, obtain at least one key geological structure factor in the geological structure data to be identified.

[0064] When receiving the geological structure data processing instruction, responding to the geological structure data processing instruction, the geological structure data processing flow is started for the geological structure data to be identified. First, it is necessary to determine at least one key geological structure factor of the geological structure data to be identified according to the relevant strategy, by identifying the contents included in several key factors, for example, determining the key factors according to the number of items included in the description of the geological structure data, and the specific form is not limited.

[0065] 504. Based on the results of geological structure data content identification of key geological structure factors, determine an important geological structure data category directory and at least one secondary geological structure data category directory corresponding to the geological structure data to be identified.

[0066] After the key geological structure factors of the geological structure data to be identified are determined, several geological structure data category directories can be determined based on the geological structure data content identification results corresponding to the key geological structure factors. For example, the geological structure data category directory corresponding to each key geological structure factor can be determined based on the geological structure data scene characteristics corresponding to each key geological structure factor, and then the important geological structure data category directory and the secondary geological structure data category directory can be determined based on the geological structure data category directory corresponding to each geological structure factor. For example, by identifying the geological structure data scene characteristics of the key geological structure data, it is obtained that the scenes corresponding to the key geological structure factors include key scenes and hidden scenes. If the number of key geological structure factors with the scene characteristics of outdoor scenes is greater than the key scenes, then it can be determined that the hidden scene directory is the main geological structure data directory, and the key scene directory is the secondary geological structure data directory; For example, it is also possible to identify the features of the items included in the key geological structure factors, intelligently select the features of the items that are more representative of the geological structure data, and determine the important geological structure data category directory of the geological structure data to be identified based on the feature of the item. Then identify other content items and determine the secondary geological structure data category directory. For example, the main content items and secondary content items can be determined by identifying the number of influencing factors occupied by all content items in the key geological structure factors, and determine the important geological structure data category directory based on the main content items, and determine the secondary geological structure data category directory based on the secondary content items. Then, based on the main content item, i.e., the animal image, it is determined that the important geological structure data category directory of the geological structure data to be identified is the animal category directory, and the secondary geological structure data category directory of the geological structure data to be identified is the geological item category directory and the hidden geological information category directory.

[0067] For example, the main content items and secondary content items can be determined by the importance weights of all content items in the key geological structure factors, and the important geological structure data category directory can be determined based on the main content items, and the secondary geological structure data category directory can be determined based on the secondary content items. Then, based on the main content items, i.e., geological items, the important geological structure data category directory of the geological structure data to be identified is determined as the geological item category directory, and the secondary geological structure data category directory of the geological structure data to be identified is determined as the category directory and the hidden geological information category directory.

[0068] It is understandable that different strategies can be formulated according to needs to determine the important geological structure data category directory and the secondary geological structure data category directory of the geological structure data to be identified. The number of secondary geological structure data category directories can be determined freely without specific limitation.

[0069] 505. Determine a primary geological structure data processing method based on a catalog of important geological structure data types, and determine at least a secondary geological structure data processing method based on a catalog of secondary geological structure data types.

[0070] After the catalog of geological structure data types corresponding to the geological structure data to be identified is determined, geological structure data processing can be performed on the geological structure data to be identified according to the geological structure data processing method corresponding to the catalog of geological structure data types.

[0071] 506. The geological structure data to be identified are processed using the primary geological structure data processing method and the secondary geological structure data processing model.

[0072] It can be understood that the important geological structure data category directory is the geological structure data category directory that best represents the geological structure data category method. For example, the main geological structure data processing method corresponding to the important geological structure data category directory can process the geological structure data to be identified based on the description content of all geological structure data. Specifically, all content items of geological structure factors can be processed. For example, if a geological structure data to be identified is geological matter dance geological structure data, then the important geological structure data category directory corresponding to the geological structure data can be determined as the geological structure layer category directory, and the secondary geological structure data category directory is the geological matter category directory. When processing the geological structure data, the brightness and differentiation analysis of all geological structure factor description contents can be performed according to the geological structure data processing method corresponding to the geological structure layer category directory, so as to achieve the effect of enhancing and optimizing the geological structure data to be identified.

[0073] It can be understood that the secondary geological structure data processing method corresponding to the secondary geological structure data type directory can be used to process local content items of geological structure data. For example, in the above example, the main geological structure data type of the geological structure data to be identified is the geological structure layer type directory, and the secondary geological structure data type is the geological item type directory. Then, the description content of all geological structure factors can be differentially analyzed according to the geological structure data processing method corresponding to the geological structure layer type directory, and the geological items in the geological structure factors can be deleted, debugged, etc. according to the geological structure data processing method corresponding to the geological item type directory, and finally the target geological structure data can be generated.

[0074] For example, when several geological structure data category catalogs are determined based on the scene characteristics of geological structure data, the geological structure data scene characteristics corresponding to each geological structure factor can be identified, and the geological structure data to be identified can be divided into several segments, each segment corresponding to the same scene information, and then the geological structure data to be identified can be processed according to several geological structure data processing methods.

[0075] For example, when several geological structure data type directories are determined according to the characteristics of the matters, different types of matters in the geological structure data to be identified can be determined. For example, a certain geological structure data includes geological matters and hidden geological information. Then, the geological matters can be processed according to the geological structure data processing method corresponding to the geological matter type directory, the matters can be processed according to the geological structure data processing method corresponding to the type directory, and the hidden geological information matters can be processed according to the geological structure data processing method corresponding to the hidden geological information type directory.

[0076] In this embodiment, the key geological structure factors in the geological structure data to be identified can be determined first, and then the important geological structure data category directory and the secondary geological structure data category directory of the geological structure data to be identified can be determined by identifying all the content items in the key geological structure factors. Finally, the overall description content of the geological structure data to be identified is processed according to the geological structure data processing method corresponding to the important geological structure data category directory of the geological structure data to be identified, and the specific content items in the geological structure data to be identified are processed using the secondary geological structure data processing method, and finally the processed target geological structure data is output. Through the above method, each geological structure data to be identified will correspond to several directories, among which the main geological structure data directory can determine the global processing method of geological structure data processing, and the secondary geological structure data directory analyzes and processes the specific content items in the geological structure factors. In this way, the combination of geological structure data processing methods can be enriched, the geological structure data processing effect that meets better requirements is met, and the quality of geological structure data processing is improved.

[0077] On the basis of the above, a device for identifying underground structures based on Beidou satellite is provided, and the device comprises: An instruction obtaining module, used to obtain geological structure data processing instructions for geological structure data to be identified; A result recognition module is used to perform geological structure data content recognition on the geological structure data to be recognized, and obtain a geological structure data content recognition result; A directory obtaining module is used to respond to the geological structure data processing instruction and obtain X geological structure data type directories corresponding to the geological structure data to be identified through the geological structure data content identification result, wherein X is an integer greater than 1; the X geological structure data type directories include an important geological structure data type directory and no less than one secondary geological structure data type directory; the important geological structure data type directory is used to determine the global processing method of geological structure data processing, and the secondary geological structure data type directory is used to determine the significance processing method of local content items of geological structure factors.

[0078] On the basis of the above, a Beidou satellite-based underground structure identification system is shown, including a processor and a memory that communicate with each other, and the processor is used to read a computer program from the memory and execute it to implement the above method.

[0079] Based on the above, a computer-readable storage medium is also provided, on which a computer program stored implements the above method when running.

[0080] In summary, based on the above scheme, when a geological structure data processing instruction is received, the geological structure data processing instruction is first responded to, and a geological structure data type directory of the geological structure data to be identified is obtained, and then a geological structure data processing method corresponding to the geological structure data type directory is obtained, and then multiple processing is performed on the geological structure data to be identified according to several processing sub-methods in the geological structure data processing method, and finally the processed target geological structure data is output. Through the above method, the intelligent recognition function of the geological structure data to be identified can be realized, and only one geological structure data operation instruction needs to be input to realize multiple enhanced processing of the geological structure data to be identified, thereby simplifying the geological structure data processing operation and improving the accuracy of geological structure data identification, so as to provide a basic guarantee for subsequent construction and improve construction efficiency.

[0081] It should be understood that the system and its modules shown above can be implemented in various ways. For example, in some embodiments, the system and its modules can be implemented by hardware, software, or a combination of software and hardware. Among them, the hardware part can be implemented using dedicated logic; the software part can be stored in a memory and executed by an appropriate instruction execution system, such as a microprocessor or a dedicated design hardware. Those skilled in the art will understand that the above methods and systems can be implemented using computer executable instructions and / or included in a processor control code, such as a carrier medium such as a disk, CD or DVD-ROM, a programmable memory such as a read-only memory (firmware), or a data carrier such as an optical or electronic signal carrier. Such code is provided on the carrier medium such as a disk, CD or DVD-ROM, a programmable memory such as a read-only memory (firmware), or a data carrier such as an optical or electronic signal carrier. The system and its modules of the present application can not only be implemented by hardware circuits such as ultra-large-scale integrated circuits or gate arrays, semiconductors such as logic chips, transistors, or programmable hardware devices such as field programmable gate arrays, programmable logic devices, etc., but can also be implemented by software such as executed by various types of processors, and can also be implemented by a combination of the above hardware circuits and software (e.g., firmware).

[0082] It should be noted that different embodiments may produce different beneficial effects. In different embodiments, the beneficial effects that may be produced may be any one or a combination of the above, or any other beneficial effects that may be obtained.

Claims

1. A method for identifying underground structures based on Beidou satellite, characterized in that: The method comprises: Obtaining geological structure data processing instructions for geological structure data to be identified; Performing geological structure data content recognition on the geological structure data to be recognized to obtain a geological structure data content recognition result; In response to the geological structure data processing instruction, X geological structure data category directories corresponding to the geological structure data to be identified are obtained through the geological structure data content identification result, wherein X is an integer greater than 1; the X geological structure data category directories include an important geological structure data category directory and no less than one secondary geological structure data category directory; the important geological structure data category directory is used to determine the global processing method of geological structure data processing, and the secondary geological structure data category directory is used to determine the significance processing method of local content items of geological structure factors.

2. The method according to claim 1, characterized in that: The step of performing geological structure data content identification on the geological structure data to be identified to obtain a geological structure data content identification result includes: Obtaining at least one key geological structure factor in the geological structure data to be identified; Determine all the contents of at least one key geological structure factor; Determine one main content item and at least one secondary content item among all the content items according to the number of impact factors of all the content items; The method of obtaining the X geological structure data category directories corresponding to the geological structure data to be identified through the geological structure data content identification result includes: The geological structure data category directory corresponding to the main content item is determined as the important geological structure data category directory, and the geological structure data category directory corresponding to at least one secondary content item is determined as the at least one secondary geological structure data category directory.

3. The method according to claim 1, characterized in that: The step of performing geological structure data content identification on the geological structure data to be identified to obtain a geological structure data content identification result includes: Obtaining at least one key geological structure factor in the geological structure data to be identified; Determine all the contents of at least one key geological structure factor; According to the importance weights corresponding to all the content items, the content item with the highest importance among all the content items is determined as the primary content item; and according to the importance weights, at least one secondary content item is determined; The method of obtaining the X geological structure data category directories corresponding to the geological structure data to be identified through the geological structure data content identification result includes: The geological structure data type corresponding to the main content item is determined as the important geological structure data type directory, and the geological structure data type directory corresponding to at least one secondary content item is determined as the at least one secondary geological structure data type directory.

4. The method according to claim 1, characterized in that: The method of obtaining the X geological structure data category directories corresponding to the geological structure data to be identified through the geological structure data content identification result includes: Loading the geological structure data to be identified into the geological structure identification thread; The X geological structure data category directories corresponding to the geological structure data to be identified are determined through the output of the geological structure identification thread.

5. The method according to claim 1, characterized in that The X geological structure data category directories include geological event category directories, and the geological structure data processing methods corresponding to the geological event category directories include at least two of cleaning processing, analysis processing or data optimization; The adopting the X geological structure data processing methods to process the geological structure data to be identified includes: Determine the geological matter content items in the geological structure data to be identified through the geological matter category catalog; The geological matters are subjected to at least two of the following processes: cleaning, analysis or data optimization.

6. The method according to claim 1, characterized in that The X geological structure data type directories include a local geological event type directory, and the geological structure data processing methods corresponding to the local geological event type directory include at least two of data optimization, data identification or data cleaning; the processing of the geological structure data to be identified by using the X geological structure data processing methods includes: Determine the rock content items in the to-be-identified geological structure data through the local geological item category catalog; The rock content items are subjected to at least two of data optimization processing, data identification processing or data cleaning processing.

7. The method according to claim 1, characterized in that The X geological structure data type directories include a geological structure layer type directory, and the geological structure data processing methods corresponding to the geological structure layer type directory include at least two of preprocessing, data identification or filtering processing; the processing of the to-be-identified geological structure data using the X geological structure data processing methods includes: Determining several geological layer structural factors in the geological structure data to be identified through the geological structure layer type catalog; The plurality of geological stratum structural factors are subjected to at least two of pre-processing, data identification or filtering.

8. The method according to claim 1, characterized in that The X geological structure data category directories include a key category directory, and the geological structure data processing methods corresponding to the key category directory include at least two of preprocessing, data identification or weight value optimization; The adopting the X geological structure data processing methods to process the geological structure data to be identified includes: Determining a number of key geological structure factors in the geological structure data to be identified through the key category catalog; Performing at least two of pre-processing, data identification or weight value optimization processing on the several key geological structural factors; The X geological structure data type directories include a hidden geological information type directory, and the geological structure data processing methods corresponding to the hidden geological information type directory include differential analysis and data cleaning; the processing of the to-be-identified geological structure data using the X geological structure data processing methods includes: Determine the hidden geological information content items in the geological structure data to be identified through the hidden geological information category catalog; The hidden geological information content is subjected to differentiated analysis and data cleaning.

9. The method according to claim 1, characterized in that: Determining X geological structure data processing methods through the X geological structure data type directories specifically includes: determining a main geological structure data processing method through the important geological structure data type directory; determining at least one secondary geological structure data processing method through the at least one secondary geological structure data type directory; wherein the geological structure data processing method has a corresponding relationship with the geological structure data type directory, each geological structure data processing method includes at least two processing sub-methods, wherein each processing sub-method includes at least one of a key hidden content processing method and a hidden content processing method; The X geological structure data processing methods are used to process the geological structure data to be identified to output target geological structure data, specifically including: using the main geological structure data processing method to process all content items of the geological structure factors in the geological structure data to be identified; using the secondary geological structure data processing method to analyze and process local content items of the geological structure factors in the geological structure data to be identified; and the secondary geological structure data type directory is obtained from the local content items.

10. A Beidou satellite-based underground structure identification system, characterized in that: The invention comprises a processor and a memory communicating with each other, wherein the processor is used to read a computer program from the memory and execute the computer program to implement the method according to any one of claims 1 to 9.

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