Big data-based geological park geological relics resource information management method and system

Abstract

The invention relates to the technical field of geological information management, and particularly discloses a geological park geological relic resource information management method and system based on big data, and the method comprises the steps: geological resource detection equipment detection management, geological relic resource information preprocessing and geological relic resource analysis. The geological park environment influence index is obtained by analyzing the environment data of the area to which the geological park belongs, the environment state of the area can be comprehensively known, and the detection stability index of each geological resource detection device is obtained by analyzing the detection performance data of each geological resource detection device in the current environment. The detection performance state of the equipment in the current environment is known in detail, it is ensured that the detection quality meets the requirement, meanwhile, the integrity and accuracy of geological relic resource information are ensured, historical information and geological relic resource data are comprehensively analyzed, geological relic resource change indexes are obtained, the change situation of geological relic resources can be mastered, and the detection efficiency is improved. And a data storage management strategy can be adjusted timely.

Description

Technical Field

[0001] The present invention relates to the technical field of geological information management, and in particular to a method and system for managing geological heritage resource information in a geological park based on big data. Background Art

[0002] At present, with the introduction of big data technology, more efficient and accurate management solutions are provided in the collection, storage, analysis and display of geological relic resources. Big data can integrate information from different data sources and provide support for decision-making through data mining and analysis, providing a scientific basis for the protection, research and utilization of geological relics.

[0003] For example, the invention patent with publication number CN111950994B discloses a geological environment and monitoring information management method, which includes the following steps: obtaining survey and detection information of new hidden danger points; performing hidden danger point determination operations, screening and entering newly added hidden danger points based on the survey and detection information of the new hidden danger points; entering the newly added hidden danger points and integrating them with the survey and detection information of the original hidden danger points to generate hidden danger point information and form a hidden danger point distribution map; determining the hidden danger points that need to be processed, determining their processing plans based on the hidden danger point information, and performing monitoring operations on the hidden danger points that have not been processed yet; when the warning information corresponding to the newly added hidden danger points that have not been processed yet is obtained, collecting and reporting information, importing the reported information into the hidden danger point distribution map, and determining the emergency processing plan based on the hidden danger point distribution map after the reported information is imported; collecting and determining the hidden danger point processing results, and verifying or re-entering the hidden danger point information.

[0004] For example, the invention patent with announcement number CN113723868B announces a geological safety three-dimensional information emergency management method, device, medium and equipment. By obtaining the differential topographic map of the emergency monitoring area before and after the landslide occurs, the sliding source area and accumulation area of ​​the landslide in the emergency monitoring area are further determined; then, according to the position of the sliding source area in the second topographic map, the landslide hazard area is determined; then, the dynamic monitoring information of the landslide hazard area is obtained, and based on the landslide hazard area and its dynamic monitoring information, the potential danger area is determined.

[0005] However, in the process of implementing the technical solution of the invention in the embodiments of the present application, the present application found that the above technology has at least the following technical problems:

[0006] In the existing geological information management methods, management is carried out directly through the acquired geological information. However, the geological information data based on this management of geological information cannot guarantee the accuracy of the geological information, resulting in the failure to timely and accurately record the latest geological changes when the geological information is updated, causing management data to lag and affect subsequent geological information management strategies. Summary of the invention

[0007] In view of the deficiencies in the prior art, the present invention provides a method and system for managing geological relic resource information in a geological park based on big data, which can effectively solve the problems involved in the above-mentioned background technology.

[0008] To achieve the above objectives, the present invention is implemented through the following technical solutions: The first aspect of the present invention provides a geological relic resource information management method for a geological park based on big data, including: geological resource detection equipment detection management: obtaining environmental data of the area to which the geological park belongs, analyzing to obtain the geological park environmental impact index, and at the same time detecting the detection performance data of each geological resource detection equipment in the current environment, and comprehensively analyzing the geological park environmental impact index to obtain the detection stability index of each geological resource detection equipment, and comparing it with the detection stability index boundary value of the geological resource detection equipment preset in the geological management database, and counting the geological resource detection equipment whose detection stability index is greater than or equal to the detection stability index boundary value of the geological resource detection equipment preset in the geological management database, and recording them as various geological detection stability equipment.

[0009] Preprocessing of geological relic resource information: various geological detection stable equipment conducts resource detection on geological relics in the geological park, obtains geological relic resource information of the geological park, and transmits it to the big data resource management platform to obtain the information quality data of the geological relic resource information of the geological park, analyzes and obtains the geological relic resource information quality index of the geological park, and compares it with the information quality index boundary value preset in the geological management database to obtain the information quality comparison result. According to the information quality comparison result, it is determined whether it is necessary to preprocess the geological relic resource information of the geological park through the information preprocessing module in the big data resource management platform, and record the geological relic resource information of the geological park as geological relic resource data.

[0010] Analysis of geological relic resources: Obtain historical information on geological relic resources in the geological park from the storage module of the big data resource management platform, conduct a comprehensive analysis with the geological relic resource data, obtain the geological relic resource change index, and compare it with the geological relic resource change index boundary value preset in the geological management database to obtain the resource data change comparison result. Based on the resource data change comparison result, determine whether to store and manage the geological relic resource data in accordance with the data storage and management method of the geological relic resource historical information of the geological park.

[0011] As a further method, the above-mentioned geological resource detection equipment detects stability indicators, and the specific analysis process is as follows:

[0012] The detection depth, command response ratio, detection data update frequency, detection data transmission rate and geological park environmental impact index of each geological resource detection equipment during the detection cycle are comprehensively analyzed to obtain the detection stability index of each geological resource detection equipment. The specific analysis method is as follows:

[0013]

[0014] Where n a is the detection stability index of the ath geological resource detection equipment, a is the number of each geological resource detection equipment, a=1, 2, 3, ..., b, b is the total number of geological resource detection equipment, t 0 is the starting time point of the detection cycle, t 1 is the end time of the detection period, t is any time point in the detection period, t∈[t 0 , t 1 ], e is a natural constant, h(t) is the detection depth of the a-th geological resource detection equipment at time point t within the detection cycle, Δh is the detection reference depth preset in the geological management database, xy(t) a is the command response ratio of the ath geological resource detection equipment at time point t within the detection cycle, ω is the geological park environmental impact index, m 1 The stable impact factor corresponding to the unit value of the geological park environmental impact index preset in the geological management database, m 3 The stable influence factor corresponding to the unit value of the command response ratio preset in the geological management database, gx(t) a is the detection data update frequency of the a-th geological resource detection equipment at time point t within the detection cycle, Δgx is the detection data reference update frequency preset in the geological management database, cs(t) a is the detection data transmission rate of the ath geological resource detection equipment at time point t within the detection cycle, and Δcs is the detection data reference transmission rate preset in the geological management database.

[0015] As a further method, the information quality comparison result is used to determine whether it is necessary to pre-process the geological heritage resource information of the Geopark through the information pre-processing module in the big data resource management platform. The specific determination process is as follows:

[0016] If the information quality index of the geological heritage resources of the geological park is greater than or equal to the information quality index threshold value preset in the geological management database, the information quality comparison result will be recorded as the first information quality comparison result.

[0017] If the information quality index of the geological heritage resources of the geological park is less than the information quality index threshold value preset in the geological management database, the information quality comparison result shall be recorded as the second information quality comparison result.

[0018] If the information quality comparison result is recorded as the first information quality comparison result, there is no need to preprocess the geological relic resource information of the geological park through the information preprocessing module in the big data resource management platform, and the geological relic resource information of the geological park can be directly recorded as geological relic resource data.

[0019] If the information quality comparison result is the second information quality comparison result, it is necessary to preprocess the geological park geological relic resource information through the information preprocessing module in the big data resource management platform, and record the preprocessed geological park geological relic resource information as geological relic resource data.

[0020] The geological heritage resource information of the geological park is preprocessed, and the specific preprocessing includes data cleaning, data deduplication and outlier processing.

[0021] As a further method, the comparison result of resource data changes is used to determine whether to store and manage the geological relic resource data in accordance with the data storage management method of the geological relic resource historical information of the geological park. The specific determination process is:

[0022] If the geological relic resource change index is greater than the geological relic resource change index boundary value preset in the geological management database, the resource data change comparison result will be recorded as the first resource data change comparison result.

[0023] If the geological relic resource change index is less than or equal to the geological relic resource change index boundary value preset in the geological management database, the resource data change comparison result will be recorded as the second resource data change comparison result.

[0024] If the resource data change comparison result is the second resource data change comparison result, the geological relic resource data is stored and managed in accordance with the data storage and management method of the geological relic resource historical information of the geological park.

[0025] The second aspect of the present invention provides a geological park geological relic resource information management system based on big data, including: a geological resource detection equipment detection management module, which is used to obtain environmental data of the area to which the geological park belongs, analyze and obtain the geological park environmental impact index, and at the same time detect the detection performance data of each geological resource detection equipment in the current environment, and analyze the geological park environmental impact index in combination to obtain the detection stability index of each geological resource detection equipment, and compare it with the geological resource detection equipment detection stability index boundary value preset in the geological management database, and count the geological resource detection equipment whose detection stability index is greater than or equal to the geological resource detection equipment detection stability index boundary value preset in the geological management database, and record them as various geological detection stability equipment.

[0026] The geological relic resource information preprocessing module is used for resource detection of geological relics in the geological park by various geological detection stable equipment, to obtain the geological relic resource information of the geological park, and transmit it to the big data resource management platform to obtain the information quality data of the geological relic resource information of the geological park, analyze and obtain the geological relic resource information quality index of the geological park, and compare it with the information quality index boundary value preset in the geological management database to obtain the information quality comparison result. According to the information quality comparison result, it is determined whether it is necessary to preprocess the geological relic resource information of the geological park through the information preprocessing module in the big data resource management platform, and record the geological relic resource information of the geological park as geological relic resource data.

[0027] The geological relic resource analysis module is used to obtain the historical information of geological relic resources in the geological park from the storage module of the big data resource management platform, conduct a comprehensive analysis with the geological relic resource data, obtain the geological relic resource change index, and compare it with the geological relic resource change index boundary value preset in the geological management database to obtain the resource data change comparison result. According to the resource data change comparison result, it is determined whether the geological relic resource data should be stored and managed in accordance with the data storage and management method of the historical information of geological relic resources in the geological park.

[0028] Compared with the prior art, the embodiments of the present invention have at least the following advantages or beneficial effects:

[0029] (1) By acquiring environmental data of the area to which the geological park belongs, the present invention can comprehensively understand the environmental factors of the area, and analyze and obtain the geological park environmental impact index, thereby converting complex environmental factors into easy-to-understand numerical indicators, making it easier for managers to understand the environmental status of the geological park and providing environmental support for subsequent geological resource detection equipment.

[0030] (2) The present invention can understand the detection performance status of the geological resource detection equipment in the current environment in detail by detecting the detection performance data of each geological resource detection equipment in the current environment, and conduct a comprehensive analysis with the geological park environmental impact index to obtain the detection stability index of each geological resource detection equipment, which can reflect the stability and reliability of the detection equipment in the current environment, and help to ensure the accuracy of the acquired geological resource data. By comparing with the detection stability index boundary value of the geological resource detection equipment preset in the geological management database, the present invention can timely discover the problems of the detection equipment, such as performance degradation, failure, etc., and facilitate timely maintenance or replacement. Ensuring the stability and reliability of the detection equipment is a prerequisite for obtaining high-quality geological resource data and ensuring that the detection quality meets the requirements.

[0031] (3) The present invention obtains the information quality data of the geological relic resource information of the geological park, analyzes it and obtains the information quality index of the geological relic resource information of the geological park, which can reflect the integrity and accuracy of the geological relic resource information, provide a basis for the use and management of the information, and compare it with the information quality index boundary value preset in the geological management database. It can find problems and deficiencies in information management, such as missing information and errors, so as to facilitate timely optimization and improvement of the information management process and ensure the accuracy and integrity of the geological relic resource information.

[0032] (4) The present invention conducts a comprehensive analysis of the historical information of geological relic resources in the geological park and the geological relic resource data, so as to grasp the dynamic changes of geological relic resources and obtain the geological relic resource change index. By comparing the actual change index with the preset limit value, it is judged whether the current data storage management method is adapted to the needs of resource changes, so as to facilitate timely optimization and adjustment of the data storage management strategy. BRIEF DESCRIPTION OF THE DRAWINGS

[0033] The present invention is further described using the accompanying drawings, but the embodiments in the accompanying drawings do not constitute any limitation to the present invention. A person skilled in the art can obtain other drawings based on the following drawings without creative work.

[0034] Figure 1 The figure is a schematic flow chart of the method steps of the present invention.

[0035] Figure 2 It is a schematic diagram of system module connection of the present invention. DETAILED DESCRIPTION

[0036] The technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, rather than all the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without making creative work are within the scope of protection of the present invention.

[0037] Reference Figure 1As shown, the first aspect of the present invention provides a geological relic resource information management method for a geological park based on big data, including: geological resource detection equipment detection management: obtaining environmental data of the area to which the geological park belongs, analyzing to obtain the geological park environmental impact index, and at the same time detecting the detection performance data of each geological resource detection equipment in the current environment, and analyzing the geological park environmental impact index in combination to obtain the detection stability index of each geological resource detection equipment, and comparing it with the detection stability index boundary value of the geological resource detection equipment preset in the geological management database, and counting the geological resource detection equipment whose detection stability index is greater than or equal to the detection stability index boundary value of the geological resource detection equipment preset in the geological management database, and recording them as various geological detection stability equipment.

[0038] In this embodiment, the above-mentioned geological resource detection equipment includes but is not limited to seismic exploration equipment (such as seismographs, etc.), electromagnetic exploration equipment (such as electromagnetic instruments, electrical depth sounders, etc.), well logging equipment (such as well logging instruments, natural gamma ray spectrometers, etc.), gravity exploration equipment (such as gravimeters, etc.), magnetic exploration equipment (such as magnetometers, proton magnetometers, etc.), and drilling equipment (such as drilling rigs, rotary drills, etc.).

[0039] Preprocessing of geological relic resource information: various geological detection stable equipment conducts resource detection on geological relics in the geological park, obtains geological relic resource information of the geological park, and transmits it to the big data resource management platform to obtain the information quality data of the geological relic resource information of the geological park, analyzes and obtains the geological relic resource information quality index of the geological park, and compares it with the information quality index boundary value preset in the geological management database to obtain the information quality comparison result. According to the information quality comparison result, it is determined whether it is necessary to preprocess the geological relic resource information of the geological park through the information preprocessing module in the big data resource management platform, and record the geological relic resource information of the geological park as geological relic resource data.

[0040] It needs to be explained that the above-mentioned big data resource management platform is a comprehensive management system designed to process, store, analyze and utilize massive data resources. It combines multiple technologies such as cloud computing, big data processing, data mining, etc. to provide efficient and reliable data management and analysis capabilities for various application scenarios. The big data resource management platform can efficiently store and manage massive data resources to ensure the integrity, security and availability of data. The big data resource management platform provides powerful data processing and analysis capabilities, supports various complex data analysis tasks, such as data mining, statistical analysis, predictive analysis, etc., supports data sharing and collaboration, and facilitates data exchange and cooperation between different departments and teams; in this embodiment, the big data resource management platform includes but is not limited to the information preprocessing module in the big data resource management platform and the storage module of the big data resource management platform.

[0041] Analysis of geological relic resources: Obtain historical information on geological relic resources in the geological park from the storage module of the big data resource management platform, conduct a comprehensive analysis with the geological relic resource data, obtain the geological relic resource change index, and compare it with the geological relic resource change index boundary value preset in the geological management database to obtain the resource data change comparison result. Based on the resource data change comparison result, determine whether to store and manage the geological relic resource data in accordance with the data storage and management method of the geological relic resource historical information of the geological park.

[0042] Specifically, the specific analysis process of the Geopark Environmental Impact Index is as follows:

[0043] The environmental data of the area to which the geological park belongs specifically includes the real-time temperature, total precipitation, real-time light intensity, real-time wind speed and real-time electromagnetic interference intensity of the geological park during the detection period.

[0044] It should be explained that the above-mentioned real-time air temperature is obtained through temperature sensors arranged in the geological park area, the total precipitation data is obtained through a rain gauge, the real-time light intensity can be measured by a light intensity sensor, the real-time wind speed is obtained through a wind speed sensor, and the real-time electromagnetic interference intensity is obtained through an electromagnetic field intensity meter; in this embodiment, the detection period refers to the time range for environmental data collection, which is usually determined according to the specific needs and objectives of geological resource detection.

[0045] In this embodiment, there is a mutual influence relationship between the above-mentioned real-time temperature, total precipitation, real-time light intensity, real-time wind speed and real-time electromagnetic interference intensity. The increase in temperature will increase the water vapor content in the atmosphere, thereby promoting the formation of precipitation. The increase in light intensity will usually cause the surface temperature to rise, especially in clear weather. The increase in wind speed will accelerate the air flow, thereby taking away the surface heat and causing the temperature to drop. The electromagnetic interference intensity is usually generated by external electromagnetic sources (such as lightning, radio transmission, etc.), which may be indirectly affected by weather conditions (such as temperature, precipitation, light intensity and wind speed). For example, thunderstorms may be accompanied by strong electromagnetic interference.

[0046] The real-time light intensity of the geological park during the detection period is subtracted from the light reference intensity preset in the geological management database to obtain the real-time light intensity deviation value of the geological park during the detection period.

[0047] The real-time temperature, total precipitation, real-time light intensity deviation, real-time wind speed and real-time electromagnetic interference intensity of the geopark during the detection period are comprehensively analyzed to obtain the geopark environmental impact index. The specific analysis method is as follows:

[0048]

[0049] Where ω is the environmental impact index of the geopark, t 0 is the starting time point of the detection cycle, t 1 is the end time of the detection period, t is any time point in the detection period, t∈[t 0 , t 1 ], qw(t) is the real-time temperature of the geological park at time point t during the detection period, Δqw is the reference temperature preset in the geological management database, js is the total precipitation of the geological park during the detection period, Δjs is the allowable precipitation preset in the geological management database, gp(t) is the real-time light intensity deviation value of the geological park at time point t during the detection period, Δgp is the allowable light intensity deviation value preset in the geological management database, fs(t) is the real-time wind speed of the geological park at time point t during the detection period, Δfs is the allowable wind speed preset in the geological management database, cr(t) is the real-time electromagnetic interference intensity of the geological park at time point t during the detection period, and Δcr is the allowable electromagnetic interference intensity preset in the geological management database.

[0050] It needs to be explained that the real-time temperature of the above-mentioned geological park at time point t within the detection cycle refers to the atmospheric temperature measured by the geological park at a specific time point t within a specific detection cycle; the reference temperature preset in the geological management database refers to a reference temperature value preset in the geological management database based on historical data; the total precipitation of the geological park within the detection cycle refers to the total precipitation measured by the geological park within a specific detection cycle; the allowable precipitation preset in the geological management database refers to a precipitation threshold preset in the geological management database; the real-time light intensity deviation value of the geological park at time point t within the detection cycle refers to the difference between the real-time light intensity of the geological park at time point t within the detection cycle and the light reference intensity preset in the geological management database; the allowable deviation value of light intensity preset in the geological management database refers to a light intensity deviation threshold preset in the geological management database; the real-time wind speed of the geological park at time point t within the detection cycle refers to the wind speed of the geological park at a specific time point t within the detection cycle. The wind speed measured at a certain time point t within the detection cycle; the allowable wind speed preset in the geological management database refers to a wind speed threshold preset in the geological management database; the real-time electromagnetic interference intensity of the geological park at time point t within the detection cycle refers to the electromagnetic interference intensity measured by the geological park at a certain time point t within a specific detection cycle; the allowable electromagnetic interference intensity preset in the geological management database refers to an electromagnetic interference intensity threshold preset in the geological management database. Any time point refers to any time point within the detection cycle. In actual operation, data at any time point can be obtained by recording the timestamp of the equipment during the detection process. In geological resource detection and geological park environmental monitoring, any time point within the detection cycle refers to a time point under the same time reference system, which means that whether in the data record of the detection equipment or in the data record of the environmental monitoring equipment, the any time point mentioned is determined based on the same time standard and timestamp.

[0051] In this embodiment, when the real-time temperature value is large or small, that is, when the deviation from the preset reference temperature is large, extremely high temperature may cause the detection equipment to overheat in the current environment, affecting the performance and life of the equipment, or even causing failures, while extremely low temperature may cause the internal components of the equipment to shrink and the lubrication effect to decrease, which will increase the geological park environmental impact index; when the total precipitation is large, or even greater than the preset allowable precipitation, precipitation may cause muddy roads and reduced visibility in the geological park, increasing the difficulty of transportation and operation of geological exploration equipment. At the same time, excessive precipitation may also cause corrosion to the equipment and shorten the service life of the equipment. In addition, precipitation may also affect the electrical performance of the equipment, resulting in an increase in the geological park environmental impact index; when the real-time light intensity deviation value is large, or even greater than the preset allowable light intensity deviation value, changes in light intensity may affect the visual recognition ability of geological exploration equipment, such as the imaging quality of cameras, scanners and other equipment. Excessive light may cause the image to be overexposed and cannot be cleared. The real-time wind speed value is large, even greater than the preset allowable wind speed. Strong wind may cause the geological exploration equipment to shift or tip over during outdoor operation, causing equipment damage or data loss. At the same time, changes in wind speed will also affect the stability of the equipment, leading to an increase in the environmental impact index of the geological park. When the real-time electromagnetic interference intensity is large, even greater than the preset allowable electromagnetic interference intensity, the electromagnetic interference will interfere with the normal operation of the geological exploration equipment, such as affecting the signal reception and transmission of communication equipment, interfering with the measurement accuracy of precision devices such as sensors, etc., further increasing the environmental impact index of the geological park. Therefore, through a detailed analysis of the various parameters in the environmental impact index of the geological park, it is helpful to take corresponding protective measures to improve the stability of the equipment and the accuracy of data acquisition. At the same time, according to the real-time changes of various parameters, the cycle and plan of geological exploration can be flexibly adjusted to avoid adverse climatic conditions and ensure the smooth progress of the exploration work.

[0052] Specifically, the detection performance data of each geological resource detection device in the current environment includes the detection depth, command response time, detection data update frequency and detection data transmission rate of each geological resource detection device during the detection cycle.

[0053] It should be explained that the above-mentioned detection depth is obtained by actually detecting the target geological resources with the detection equipment, recording and analyzing the depth that the detection equipment can accurately detect. The command response time is measured by the time difference from the test equipment receiving the command to the start of executing the command. The detection data update frequency is obtained by observing the number of new data points and the update speed recorded by the equipment during continuous detection. The detection data transmission rate is obtained by measuring the speed at which the device transmits the detection data to the receiving end. In this embodiment, the detection cycle refers to the time interval between the start of one detection cycle and the start of the next detection cycle during the geological resource detection process, which is usually determined according to the requirements of the detection task and the performance of the equipment.

[0054] The command response time of each geological resource detection device within the detection cycle is compared with the command response reference time preset in the geological management database to obtain the command response ratio of each geological resource detection device within the detection cycle.

[0055] Furthermore, the specific analysis process of the detection stability index of each geological resource detection equipment is as follows:

[0056] The detection depth, command response ratio, detection data update frequency, detection data transmission rate and geological park environmental impact index of each geological resource detection equipment during the detection cycle are comprehensively analyzed to obtain the detection stability indicators of each geological resource detection equipment.

[0057] In this embodiment, the mutual influence relationship between the detection depth, command response ratio, detection data update frequency, detection data transmission rate and geological park environmental impact index of the above-mentioned geological resource detection equipment within the detection cycle is that the increase in detection depth requires the equipment to have a higher command response capability to ensure rapid response and adjustment during deep detection. The detection data transmission rate determines the speed at which data is transmitted from the device to the receiving end. The increase in detection depth may lead to a decrease in data update frequency, because deep detection may take longer to obtain sufficient data. However, this does not mean that there is a direct negative correlation between the two, because the data update frequency is also affected by factors such as equipment performance and data acquisition strategy. Fast command response speed and data transmission rate can make the equipment more efficient during the detection process. A higher data update frequency usually requires a faster data transmission rate to ensure that the data can be transmitted and processed in a timely manner. The Geopark Environmental Impact Index is an indicator that comprehensively evaluates the impact of the Geopark environment on the performance of detection equipment. These factors may have a direct or indirect impact on the performance of the detection equipment. Changes in environmental conditions may cause fluctuations in the performance of the detection equipment. For example, rising temperatures may cause the equipment to overheat, thereby reducing its detection accuracy and stability. Changes in environmental conditions may also affect the quality of detection data. For example, strong electromagnetic interference may cause data signal distortion or loss, thereby affecting the accuracy and integrity of the data.

[0058] The specific analysis method of the detection stability index of each geological resource detection equipment is as follows:

[0059]

[0060] Where n a is the detection stability index of the ath geological resource detection equipment, a is the number of each geological resource detection equipment, a=1, 2, 3, ..., b, b is the total number of geological resource detection equipment, t 0 is the starting time point of the detection cycle, t 1 is the end time of the detection period, t is any time point in the detection period, t∈[t 0 , t 1 ], e is a natural constant, h(t) is the detection depth of the a-th geological resource detection equipment at time point t within the detection cycle, Δh is the detection reference depth preset in the geological management database, xy(t) a is the command response ratio of the ath geological resource detection equipment at time point t within the detection cycle, ω is the geological park environmental impact index, m 1 The stable impact factor corresponding to the unit value of the geological park environmental impact index preset in the geological management database, m 3 The stable influence factor corresponding to the unit value of the command response ratio preset in the geological management database, gx(t)a is the detection data update frequency of the a-th geological resource detection equipment at time point t within the detection cycle, Δgx is the detection data reference update frequency preset in the geological management database, cs(t) a is the detection data transmission rate of the ath geological resource detection equipment at time point t within the detection cycle, and Δcs is the detection data reference transmission rate preset in the geological management database.

[0061] It should be explained that the above-mentioned detection depth refers to the farthest distance that geological resource equipment can detect underground targets; the detection reference depth preset in the geological management database refers to an expected maximum detection depth set based on current geological conditions during geological resource exploration; the command response ratio refers to the ratio between the command response time and the command response reference time preset in the geological management database; the detection data update frequency refers to the frequency at which the detection data of the geological resource detection equipment is updated during the actual detection process; the detection data reference update frequency preset in the geological management database refers to a reference value set based on the geological management database's expectations for data update needs, and the detection data transmission rate refers to the speed at which the geological resource detection equipment transmits the detected data to the receiving end; the detection data reference transmission rate preset in the geological management database refers to a reference value set based on the database's expectations for data receiving and processing capabilities; geological management The stable impact factor corresponding to the unit value of the geological park environmental impact index preset in the database indicates the degree of influence of the unit value of the geological park environmental impact index on the detection stability index of the geological resource detection equipment. The geological management database stores the corresponding relationship between the unit value of the geological park environmental impact index and its corresponding stable impact factor. For example, the unit value of the geological park environmental impact index is input into the geological management database, and the geological management database can match the stable impact factor corresponding to the unit value of the geological park environmental impact index; the stable impact factor corresponding to the unit value of the command response ratio preset in the geological management database indicates the degree of influence of the unit value of the command response ratio on the detection stability index of the geological resource detection equipment. The geological management database stores the corresponding relationship between the unit value of the command response ratio and its corresponding stable impact factor. For example, the unit value of the command response ratio is input into the geological management database, and the geological management database can match the stable impact factor corresponding to the unit value of the command response ratio.

[0062] In this embodiment, when the detection depth is large or small, that is, when the degree of deviation from the preset detection reference depth is large, the detection result will be inaccurate. If the detection depth is too small, deep geological resources may be missed. Too deep detection leads to abnormal detection equipment data, such as abnormal changes in parameters such as temperature and pressure. These abnormal data may interfere with the accurate judgment of geological resources, resulting in a decrease in the detection stability index of geological resource detection equipment; a large command response ratio directly leads to low detection efficiency, and even failure to respond in time in certain emergency situations, affecting the smooth completion of the detection task, and further resulting in a decrease in the detection stability index of geological resource detection equipment; a large geological park environmental impact index indicates that the geological park environment of the equipment during the detection process has a greater impact on the detection of the equipment, resulting in fluctuations in the performance of the detection equipment, reducing its detection accuracy and stability. Qualitatively, it reduces the detection stability index of geological resource detection equipment; when the detection data update frequency is fast or slow, that is, when the degree of deviation from the preset detection data reference update frequency is large, it will cause incoherence or redundancy of the detected data. Too fast data update will increase the burden of data storage and processing, while too slow data update may miss key geological change information, reducing the detection stability index of geological resource detection equipment; when the detection data transmission rate is low, or even lower than the preset detection data reference transmission rate, the real-time nature of the detection data is insufficient. In detection tasks that require rapid response, this delay may seriously affect the detection effect and reduce the detection stability index of geological resource detection equipment; therefore, through a detailed analysis of the parameters in the detection stability index of geological resource detection equipment, the detection parameters of the equipment can be optimized to improve the accuracy of the detection results.

[0063] In this embodiment, the detection stability index of each geological resource detection equipment is compared with the detection stability index boundary value of the geological resource detection equipment preset in the geological management database; if the detection stability index of a geological resource detection equipment is greater than or equal to the preset detection stability index boundary value of the geological resource detection equipment, it means that the stability performance of the geological resource detection equipment is good and can meet the current needs of geological resource detection. Therefore, the equipment can be regarded as a stable and reliable geological detection equipment and used for subsequent geological relic resource detection work. At the same time, a number of geological resource detection equipment corresponding to the detection stability index of the geological resource detection equipment being greater than or equal to the detection stability index boundary value of the geological resource detection equipment preset in the geological management database are counted and recorded as various geological detection stable equipment; if the detection stability index of a geological resource detection equipment If the detection stability index of geological resource detection equipment is less than the preset limit value, it means that the stability performance of the geological resource detection equipment is poor and may not meet the accuracy or reliability requirements of the current geological resource detection. Therefore, the equipment may be regarded as unstable or unreliable equipment in the current detection task and needs to be used with caution or further adjusted and optimized. For example, necessary maintenance of the equipment, including cleaning, lubrication, tightening, etc., should be carried out to improve the stability and reliability of the equipment. If the equipment still cannot meet the stability requirements after maintenance, the equipment can be upgraded or modified, which may include replacing more advanced sensors, optimizing equipment structure, improving data processing capabilities, etc. If the cost of equipment upgrade and modification is too high or not feasible, it can be considered to replace it with a new and more stable geological resource detection equipment.

[0064] Specifically, the information quality data of the geological relic resource information of the geological park includes the total number of data, the number of data duplications, the number of data missing and the number of data errors of the geological relic resource information.

[0065] It should be explained that the total number of data of the above-mentioned geological relic resource information is obtained by directly querying the geological relic resource information data and counting the number of all records through data processing software (such as ArcGIS Geographic Information System (GIS) software, Oracle, a relational database management system, etc.); the number of repeated data can be obtained by using data comparison tools to compare the records of geological relic resource information one by one and count the repeated records; the number of missing data can be obtained by using data processing software (such as ArcGIS Geographic Information System (GIS) software, Oracle, a relational database management system, etc.) le a relational database management system, etc.) to check the data integrity of geological relic resource information and find out the records that are missing necessary fields; the number of data errors is to use computer programs to automatically check the format, logic and numerical range of geological relic data, mark potential error items, and after completing error identification, use data analysis to count the number of statistical errors, thereby obtaining the number of data errors. It should be explained that the types of data errors include data format errors, such as date, coordinate, number and other field formats that do not meet the specifications; data logic errors, such as the spatial location of a geological relic is inconsistent with known geographical features, or the data of a certain relic conflicts with other verified information; numerical errors, for example, measurement data (such as thickness, width, etc.) exceeds a reasonable range.

[0066] The number of repeated data, the number of missing data, and the number of data errors in the geological relic resource information are divided by the total number of data in the geological relic resource information to obtain the data repetition rate, data missing rate, and data error rate of the geological relic resource information.

[0067] Specifically, the geological heritage resource information quality index of the geological park is analyzed in the following process:

[0068] The detection performance data of various geological detection stability equipment are obtained, and the detection stability indicators of various geological detection stability equipment are obtained through analysis.

[0069] In this embodiment, each geological resource detection device includes each geological detection stabilization device. Therefore, the detection performance data of each geological detection stabilization device is the same as the detection performance data of the above-mentioned geological resource detection devices in the current environment. Through the above-mentioned analysis method of the detection stability index of each geological resource detection device, the detection stability index of each geological detection stability device can be obtained.

[0070] The detection stability indicators of various geological detection equipment, data duplication rate, data missing rate and data error rate of geological relic resource information are comprehensively analyzed to obtain the geological relic resource information quality index of the geological park.

[0071] In this embodiment, there is a mutual influence relationship between the detection stability index of each stable geological detection equipment, the data repetition rate, data missing rate and data error rate of geological relic resource information. The higher the stability of the stable geological detection equipment, the higher the accuracy of the data collected, thereby reducing the data repetition caused by equipment failure or error. The stable detection equipment can continuously and accurately collect data, reducing the data loss caused by equipment failure or instability. The stability of the stable geological detection equipment is directly related to the accuracy of the data. The higher the equipment stability, the lower the error rate of the collected data. The data repetition rate, data missing rate and data error rate, these three parameters jointly reflect the quality of the geological relic resource information data. Too high data repetition rate will lead to data redundancy and waste of storage space; too high data missing rate will lead to incomplete data and difficulty in analysis; too high data error rate will lead to inaccurate data and misleading analysis; the stability of the stable geological detection equipment is the basis for ensuring data accuracy. Only when the equipment is stable and reliable can accurate geological relic resource information data be collected. The stability of the equipment directly affects the repetition rate, missing rate and error rate of the data. By considering the equipment stability index, the data quality can be more effectively evaluated and optimized.

[0072] The specific analysis method of the geological heritage resource information quality index of the Geopark is as follows:

[0073]

[0074] Where zl is the information quality index of geological heritage resources in the geological park, τy q is the detection stability index of the qth geological detection stability equipment, q is the number of each geological detection stability equipment, q = 1, 2, 3, ..., k, k is the total number of geological detection stability equipment, v 1 is the quality impact index corresponding to the detection stability index unit value of the geological detection stability equipment preset in the geological management database, cf is the data repetition rate, v 2 is the quality impact index corresponding to the unit value of data repetition rate preset in the geological management database, qs is the data missing rate, v 3 is the quality impact index corresponding to the unit value of data missing rate preset in the geological management database, cw is the data error rate, v 4 It is the quality impact indicator corresponding to the unit value of the data error rate preset for the geological management database, and e is a natural constant.

[0075] It needs to be explained that the above-mentioned data duplication rate refers to the ratio of the number of data duplications of geological relic resource information to the total number of data of geological relic resource information; the data missing rate refers to the ratio of the number of data missing to the total number of data of geological relic resource information; the data error rate refers to the ratio of the number of data errors to the total number of data of geological relic resource information.

[0076] In this embodiment, the quality influence index corresponding to the unit value of the detection stability index of the geological detection stability equipment preset in the above-mentioned geological management database indicates the degree of influence of the unit value of the detection stability index of the geological detection stability equipment on the quality index of the geological relic resource information of the geological park. The geological management database stores the corresponding relationship between the unit value of the detection stability index of the geological detection stability equipment and its corresponding quality influence index. For example, the unit value of the detection stability index of the geological detection stability equipment is input into the geological management database, and the geological management database can match the quality influence index corresponding to the unit value of the detection stability index of the geological detection stability equipment; the quality influence index corresponding to the unit value of the data repetition rate preset in the geological management database indicates the degree of influence of the unit value of the data repetition rate on the quality index of the geological relic resource information of the geological park. The geological management database stores the corresponding relationship between the unit value of the data repetition rate and its corresponding quality influence index. For example, the unit value of the data repetition rate is input into the geological management database, and the geological management The database can match the quality impact index corresponding to the unit value of the data duplication rate; the quality impact index corresponding to the unit value of the data missing rate preset in the geological management database indicates the degree of influence of the unit value of the data missing rate on the quality index of the geological relic resource information of the geological park. The geological management database stores the corresponding relationship between the unit value of the data missing rate and its corresponding quality impact index. For example, the unit value of the data missing rate is input into the geological management database, and the geological management database can match the quality impact index corresponding to the unit value of the data missing rate; the quality impact index corresponding to the unit value of the data error rate preset in the geological management database indicates the degree of influence of the unit value of the data error rate on the quality index of the geological relic resource information of the geological park. The geological management database stores the corresponding relationship between the unit value of the data error rate and its corresponding quality impact index. For example, the unit value of the data error rate is input into the geological management database, and the geological management database can match the quality impact index corresponding to the unit value of the data error rate.

[0077] In this embodiment, a lower detection stability index of the geological detection stability equipment means that the detection result of the equipment is not stable enough. This may be because the geological park environment during the detection process has a greater impact on the detection of the equipment, causing the performance of the detection equipment to fluctuate, reducing its detection accuracy and stability, and reducing the detection stability index of the geological detection stability equipment, resulting in increased volatility and uncertainty of geological relic resource information, thereby reducing the geological relic resource information quality index of the geological park; a higher data repetition rate means that there is a large amount of repeated data in the geological relic resource information, which not only wastes storage space, but also may affect the efficiency and accuracy of data analysis, thereby reducing the geological park. The quality index of geological relic resources information; a higher data missing rate indicates that the geological relic resources information is incomplete, which will lead to the omission of key information, affect the comprehensive understanding and evaluation of geological relic resources, and thus reduce the geological relic resources information quality index of the geological park; a higher data error rate means that there are erroneous data in the geological relic resources information, which may lead to misunderstanding or misjudgment of geological relic resources, and seriously affect the geological relic resources information quality index of the geological park; therefore, through a detailed analysis of the geological relic resources information quality index of the geological park, problems in the data, such as duplication, missing and error, can be identified and corrected, thereby improving the accuracy and completeness of the geological relic resources information.

[0078] Furthermore, the information quality comparison result is used to determine whether it is necessary to pre-process the geological heritage resource information of the Geopark through the information pre-processing module in the big data resource management platform. The specific determination process is as follows:

[0079] If the information quality index of the geological heritage resources of the geological park is greater than or equal to the information quality index threshold value preset in the geological management database, the information quality comparison result will be recorded as the first information quality comparison result.

[0080] If the information quality index of the geological heritage resources of the geological park is less than the information quality index threshold value preset in the geological management database, the information quality comparison result shall be recorded as the second information quality comparison result.

[0081] If the information quality comparison result is recorded as the first information quality comparison result, there is no need to preprocess the geological relic resource information of the geological park through the information preprocessing module in the big data resource management platform, and the geological relic resource information of the geological park can be directly recorded as geological relic resource data.

[0082] If the information quality comparison result is the second information quality comparison result, it is necessary to preprocess the geological park geological relic resource information through the information preprocessing module in the big data resource management platform, and record the preprocessed geological park geological relic resource information as geological relic resource data.

[0083] In this embodiment, the geological relic resource information quality index of the geological park is compared with the information quality index boundary value preset in the geological management database. If the geological relic resource information quality index of the geological park is greater than or equal to the information quality index boundary value preset in the geological management database, it means that the geological relic resource information of the geological park has reached a relatively high quality level and meets the preset standards. Therefore, the information quality comparison result is recorded as the first information quality comparison result, indicating that this information is sufficiently reliable and accurate and no additional preprocessing steps are required. In this case, the geological relic resource information of the geological park can be directly recorded as geological relic resource data for subsequent analysis, research and utilization; if the geological park The geological relic resource information quality index is less than the information quality index limit value preset in the geological management database, which means that the quality of this information has not yet reached the preset standard and there may be some problems, such as more data duplication, more data missing, more data errors, etc. Therefore, the information quality comparison result is recorded as the second information quality comparison result. This information needs to be preprocessed to improve its quality. In this case, the geological relic resource information of the geological park needs to be preprocessed through the information preprocessing module in the big data resource management platform to ensure the accuracy, completeness and consistency of the data, and the processed geological relic resource information of the geological park is recorded as geological relic resource data for subsequent analysis, research and utilization.

[0084] The geological heritage resource information of the geological park is preprocessed, and the specific preprocessing includes data cleaning, data deduplication and outlier processing.

[0085] It should be explained that the above data cleaning is the process of identifying and correcting errors, omissions or inconsistencies in the data by checking each data item in the data set, which includes correcting spelling errors, deleting invalid or repeated characters, filling missing values, etc.; data deduplication is the process of identifying and deleting duplicate records or data items in the data set. In the processing of geological heritage resource information in the geological park, data deduplication may involve checking the uniqueness of geological data and deleting any duplicate records, which can be achieved by comparing key fields of data items (such as the unique identifier of the geological heritage); outlier processing is the process of identifying and processing data items in the data set that do not conform to the normal pattern or distribution. In the processing of geological heritage resource information in the geological park, outliers may include geological data outside the normal range. Outlier processing may involve deleting outliers, correcting outliers or replacing outliers with other methods (such as interpolation); data cleaning, data deduplication and outlier processing are important steps in the preprocessing of geological heritage resource information in the geological park. The preprocessed data can ensure the accuracy, consistency and reliability of the data, providing a solid foundation for subsequent data analysis and utilization.

[0086] Specifically, the specific analysis process of the geological relic resource change indicators is as follows:

[0087] The geological relic resource data include the area of ​​the geological relics, rock density, rock hardness, average rock inclination angle and groundwater level depth.

[0088] It needs to be explained that the area of ​​the above-mentioned geological relics is obtained through remote sensing technology combined with the geographic information system (GIS). The rock density is usually obtained through density logging. In logging, the density of the rock is directly measured by a density measuring instrument. The rock hardness can be measured using an ultrasonic measuring instrument. The ultrasonic probe is placed close to the rock surface to emit an ultrasonic signal. The receiver receives the reflected ultrasonic signal. The propagation speed of the ultrasonic wave in the rock is obtained based on the propagation time and distance of the ultrasonic wave. By analyzing the attenuation degree of the ultrasonic signal, the energy loss of the ultrasonic wave when propagating in the rock is understood. Combined with the characteristics such as the propagation speed and the attenuation degree, the hardness of the rock can be obtained. The average inclination angle of the rock can be indirectly obtained by analyzing the geological map. When analyzing the geological map, the inclination angle of the rock can be obtained by measuring the angle between the strike and dip of the rock formation. The depth of the groundwater level is obtained through groundwater monitoring wells.

[0089] The historical information of geological relic resources in the geological park includes the historical average area of ​​geological relics, the historical average density of rocks, the historical average hardness of rocks, the historical average inclination angle of rocks and the historical average water level depth of groundwater.

[0090] It should be explained that the historical average area of ​​the above-mentioned geological relics can be obtained by consulting historical geological maps, remote sensing image data and relevant archives of geological relic protection areas, obtaining the area data of geological relics at different time points in the past, and performing time series analysis on these data to calculate the mean to obtain the historical average area of ​​the geological relics; the historical average density of rocks, collects historical density test data of rock samples in the geological relic area, these data may come from past exploration, mining or scientific research projects, and performs statistical analysis on these data, and calculates the historical average density of rocks through the average value; the historical average hardness of rocks, finds the hardness test records of rocks in the geological relic area in the past, these records may include the use of different hardness test methods ( The historical average inclination angle of the rock is obtained by analyzing the inclination of the rock strata in the historical geological profiles, geological survey reports and remote sensing image data, and performing statistical analysis on the inclination angle data of the rock strata at different time points, and calculating the historical average inclination angle of the rock through the mean calculation. The historical average water level depth of the groundwater can be obtained by referring to the historical water level records of the groundwater monitoring wells in the geological relic area. These records may come from long-term groundwater monitoring projects or research by scientific research institutions. Time series analysis is performed on these water level data, and the historical average water level depth of the groundwater is calculated through the mean calculation.

[0091] The area, rock density, rock hardness, average rock inclination angle and groundwater level depth of the geological relics are subtracted from the historical average area, historical average rock density, historical average rock hardness, historical average rock inclination angle and historical average groundwater level depth of the geological relics to obtain the changed area of ​​the geological relics, changed rock density, changed rock hardness, changed rock inclination angle and changed groundwater level depth.

[0092] Obtain information quality data of geological relic resource data, and analyze it to obtain geological relic resource data quality indicators.

[0093] In this embodiment, the geological relic resource data is the data obtained by preprocessing the geological relic resource information of the geological park, or the geological relic resource data is the data obtained by not preprocessing the geological relic resource information of the geological park, that is, the geological relic resource data is the geological relic resource information of the geological park. Therefore, the information quality data of the geological relic resource data is the same as the information quality data of the geological relic resource information of the geological park mentioned above. Similarly, the geological relic resource data quality index can also be analyzed through the analysis method of the geological park geological relic resource information quality index.

[0094] Obtain the environmental data of the area to which the geological park belongs during the detection period, analyze it, and obtain the environmental impact index of the geological park during the detection period.

[0095] The detection stability index of each geological detection stability equipment is obtained, and the detection stability index of each geological detection stability equipment is summed to obtain the detection stability index of the geological detection stability equipment.

[0096] In this embodiment, the environmental data of the area to which the geological park belongs during the detection period is the same as the environmental data of the area to which the above-mentioned geological park belongs. Therefore, the environmental impact index of the geological park during the detection period can be analyzed and obtained through the analysis method of the geological park environmental impact index.

[0097] The changing area of ​​geological relics, changing density of rocks, changing hardness of rocks, changing inclination angle of rocks, changing depth of groundwater level, quality index of geological relic resources data, detection stability index of geological detection equipment and environmental impact index of geological parks during the detection period are comprehensively analyzed to obtain the changing index of geological relic resources.

[0098] In this embodiment, there is a mutual influence relationship between the change area of ​​the above-mentioned geological relics, the change density of rocks, the change hardness of rocks, the change inclination angle of rocks, the change depth of groundwater level, the quality index of geological relic resource data and the environmental impact index of the geological park during the detection period. There may be a certain correlation between the change area of ​​geological relics and parameters such as the change density, hardness and inclination angle of rocks. For example, the expansion or reduction of the area of ​​geological relics may be accompanied by changes in rock density, increase or decrease in hardness or adjustment of inclination angle. These changes may be caused by natural processes such as geological tectonic movement, weathering and erosion. Changes in rock density will affect the hardness and stability of rocks. Generally speaking, rocks with higher density tend to have It has higher hardness and better stability. The change of rock density is also related to the rise and fall of groundwater level, because the rise and fall of groundwater level will affect the wetness and porosity of rock, thus affecting its density. There is also a certain relationship between rock hardness and inclination angle, because the change of inclination angle may affect the stress state and stability of rock, and then affect its hardness. The quality of data directly affects the accurate judgment of the changes of geological relics. For example, the improvement of data accuracy may help to more accurately evaluate the area, rock density, hardness and other parameters of geological relics. There is also a certain correlation between the environmental impact index and other parameters. For example, an increase or decrease in precipitation will lead to the rise and fall of groundwater level and changes in rock hardness.

[0099] The specific analysis method of the geological relic resource change indicators is as follows:

[0100]

[0102] In the formula, bh is the index of geological relic resource change, e is the natural constant, mj is the change area, r 1 is the change impact index corresponding to the change area unit value preset in the geological management database, md is the rock change density, r 2 is the change impact index corresponding to the rock change density unit value preset in the geological management database, yd is the rock change hardness, r 3 is the change impact index corresponding to the rock change hardness unit value preset in the geological management database, qx is the rock change inclination angle, r 4 is the change impact index corresponding to the unit value of the rock change inclination angle preset in the geological management database, sw is the change depth of the groundwater level, r is the change impact index corresponding to the unit value of the groundwater level change depth preset in the geological management database, t 0 is the starting time point of the detection cycle, t 1 is the end time of the detection period, t is any time point in the detection period, t∈[t 0 , t 1 ], e is a natural constant, ω(t) is the environmental impact index of the geopark at time point t within the detection period, r 7 is the change impact index corresponding to the unit value of the environmental impact index of the geological park during the detection period, μ1 is the quality index of geological heritage resource data, r 6 is the change impact index corresponding to the unit value of the geological relic resource data quality index, τy is the detection stability index of the geological detection stability equipment, v 1 The quality influencing indicator corresponding to the unit value of the detection stability index of the geological detection stability equipment preset in the geological management database.

[0103] It needs to be explained that the above-mentioned change area refers to the difference between the area of ​​the geological relics and the historical average area of ​​the geological relics; the rock change density refers to the difference between the rock density and the historical average density of the rock; the rock change hardness refers to the difference between the rock hardness and the historical average hardness of the rock; the rock change inclination angle refers to the difference between the average inclination angle of the rock and the historical average inclination angle of the rock; the groundwater level change depth refers to the difference between the groundwater level depth and the historical average groundwater level depth.

[0104] In this embodiment, the change impact index corresponding to the change area unit value preset in the above-mentioned geological management database indicates the degree of influence of the change area unit value on the change index of geological relic resources. The geological management database stores the corresponding relationship between the change area unit value and its corresponding change impact index. For example, the change area unit value is input into the geological management database, and the geological management database can match the change impact index corresponding to the change area unit value; the change impact index corresponding to the rock change density unit value preset in the geological management database indicates the degree of influence of the rock change density unit value on the change index of geological relic resources. The geological management database stores the corresponding relationship between the rock change density unit value and its corresponding change impact index. For example, the rock change density unit value is input into the geological management database, and the geological management database can match the change impact index corresponding to the rock change density unit value. The unit value of rock change density is input into the geological management database, and the geological management database can match the change impact index corresponding to the unit value of rock change density; the change impact index corresponding to the unit value of rock change hardness preset in the geological management database indicates the influence degree of the unit value of rock change density on the change index of geological relic resources. The geological management database stores the corresponding relationship between the unit value of rock change density and its corresponding change impact index. For example, the unit value of rock change density is input into the geological management database, and the geological management database can match the change impact index corresponding to the unit value of rock change density; the change impact index corresponding to the unit value of rock change inclination angle preset in the geological management database indicates the influence degree of rock change inclination angle on geological relics. The influence degree of resource change indicators, the geological management database stores the corresponding relationship between the rock change inclination angle and its corresponding change impact index. For example, the rock change inclination angle is input into the geological management database, and the geological management database can match the change impact index corresponding to the rock change inclination angle; the change impact index corresponding to the unit value of the groundwater level change depth preset in the geological management database indicates the influence degree of the unit value of the groundwater level change depth on the geological relic resource change indicators. The geological management database stores the corresponding relationship between the unit value of the groundwater level change depth and its corresponding change impact index. For example, the unit value of the groundwater level change depth is input into the geological management database, and the geological management database can match the groundwater level change depth. The change impact index corresponding to the unit value; the change impact index corresponding to the unit value of the environmental impact index of the geological park at the current time point in the detection cycle preset in the geological management database, which indicates the degree of influence of the unit value of the environmental impact index of the geological park at the current time point in the detection cycle on the change index of geological relic resources. The geological management database stores the corresponding relationship between the unit value of the environmental impact index of the geological park at the current time point in the detection cycle and its corresponding change impact index. For example, the unit value of the environmental impact index of the geological park at the current time point in the detection cycle is input into the geological management database, and the geological management database can match the change impact index corresponding to the unit value of the environmental impact index of the geological park at the current time point in the detection cycle;The change impact index corresponding to the unit value of the geological relic resource data quality index indicates the degree of influence of the unit value of the data quality index on the change index of the geological relic resource. The geological management database stores the corresponding relationship between the unit value of the data quality index and its corresponding change impact index. For example, the unit value of the data quality index is input into the geological management database, and the geological management database can match the change impact index corresponding to the unit value of the data quality index. ;

[0105] In this embodiment, when the area of ​​geological relics change is small, it indicates that the intensity of geological activities is small, resulting in a relatively low value of the geological relics resource change index, indicating that the area change of the geological relics is not significant; the smaller the value of the rock change density, the less the rock compactness or firmness has decreased significantly, resulting in a relatively low value of the geological relics resource change index; the smaller the value of the rock change hardness, the less the rock hardness has decreased significantly, resulting in a relatively low value of the geological relics resource change index; the smaller the value of the rock change inclination angle, the stronger the stability of the rock, without obvious displacement or inclination, but resulting in a decrease in the value of the geological relics resource change index; the smaller the value of the groundwater level change depth, the smaller the groundwater level change, which will directly lead to a decrease in the value of the geological relics resource change index; the environmental impact index of the geological park during the detection period is relatively small. When it is large, it may mean that the environment's interference with geological relics has intensified, such as pollution and destruction, affecting the sustainable protection and utilization of geological relics; when the data quality indicators of geological relic resources are low, it will lead to misunderstanding or misjudgment of the changes in geological relics, affecting the effectiveness of subsequent data management; lower geological exploration stability equipment detection stability indicators mean that the detection results of the equipment are not stable enough, resulting in fluctuations in the performance of the detection equipment, reducing its detection accuracy and stability, and reducing the detection stability indicators of geological exploration stability equipment, resulting in increased volatility and uncertainty in geological relic resource information, thereby leading to inaccurate data in the geological relic resource change indicators. Therefore, through a detailed analysis of the parameters in the geological relic resource change indicators, the changes and trends of geological relics can be more accurately evaluated, ensuring the accuracy and reliability of the data, and providing a scientific basis for subsequent management methods.

[0106] Specifically, the determination of whether to store and manage the geological relic resource data in accordance with the data storage and management method of the geological relic resource historical information of the geological park according to the resource data change comparison result is as follows:

[0107] If the geological relic resource change index is greater than the geological relic resource change index boundary value preset in the geological management database, the resource data change comparison result will be recorded as the first resource data change comparison result.

[0108] If the geological relic resource change index is less than or equal to the geological relic resource change index boundary value preset in the geological management database, the resource data change comparison result is recorded as the second resource data change comparison result.

[0109] If the resource data change comparison result is the second resource data change comparison result, the geological relic resource data is stored and managed in accordance with the data storage and management method of the geological relic resource historical information of the geological park.

[0110] In this embodiment, the geological relic resource change index is compared with the geological relic resource change index boundary value preset in the geological management database; when the geological relic resource change index is greater than the geological relic resource change index boundary value preset in the geological management database, it means that the geological relic resource data has undergone significant changes, and this change exceeds the preset boundary value. Therefore, in this case, the resource data change comparison result is recorded as the first resource data change comparison result. When the resource data change comparison result is the first resource data change comparison result, it is impossible to perform storage management in accordance with the data storage management method of the geological relic resource historical information of the geological park. According to the nature and degree of the resource data change, the storage strategy is dynamically adjusted, such as increasing the storage frequency, improving the storage accuracy or adopting a new storage format, etc., to ensure that the latest status of the geological relic resources can be accurately recorded. At the same time, in the big data resource management platform, a special change storage module is established for the geological relic resource data with significant changes, so as to distinguish it from the historical data and facilitate subsequent analysis and management. The module can include more detailed data classification, higher data access permission control, and data processing and classification for specific changes. Analysis tools are used. For data with significant changes, a strict data backup plan is formulated and implemented to ensure rapid recovery when data is lost or damaged. Data with significant changes are continuously monitored, and data change thresholds and early warning mechanisms are set. Once data changes exceed the preset threshold, an early warning is triggered immediately so that response measures can be taken in a timely manner. According to the characteristics and change trends of geological relic resource data, the data storage structure is optimized, such as the use of advanced technologies such as distributed storage and column storage to improve data storage efficiency and access speed. If the geological relic resource change index is less than or equal to the geological relic resource change index boundary value preset in the geological management database, it means that the change of geological relic resource data is within the preset boundary value range, that is, the data change is relatively stable or small, then the resource data change comparison result is recorded as the second resource data change comparison result. When the resource data change comparison result is the second resource data change comparison result, it means that the change of geological relic resource data is within an acceptable range. Therefore, it can be stored and managed in accordance with the data storage management method of the historical information of geological relic resources in the geological park. This method may include regular backup, routine monitoring and data archiving to ensure the long-term preservation and traceability of data.

[0111] Reference Figure 2 As shown, the second aspect of the present invention provides a system for a geological park geological relic resource information management method based on big data, including: a geological resource detection equipment detection management module, a geological relic resource information preprocessing module, a geological relic resource analysis module and a geological management database.

[0112] The geological resource detection equipment detection management module is used to obtain environmental data of the area to which the geological park belongs, analyze and obtain the geological park environmental impact index, and at the same time detect the detection performance data of each geological resource detection equipment in the current environment, and analyze the geological park environmental impact index in combination to obtain the detection stability index of each geological resource detection equipment, and compare it with the geological resource detection equipment detection stability index boundary value preset in the geological management database, and count a number of geological resource detection equipment corresponding to the geological resource detection equipment detection stability index greater than or equal to the geological resource detection equipment detection stability index boundary value preset in the geological management database, which are recorded as various geological detection stability equipment.

[0113] The geological relic resource information preprocessing module is used for various geological detection stable equipment to conduct resource detection on the geological relics of the geological park, obtain the geological relic resource information of the geological park, and transmit it to the big data resource management platform, obtain the information quality data of the geological relic resource information of the geological park, analyze and obtain the geological relic resource information quality index of the geological park, compare it with the information quality index boundary value preset in the geological management database, obtain the information quality comparison result, and determine whether it is necessary to preprocess the geological relic resource information of the geological park through the information preprocessing module in the big data resource management platform according to the information quality comparison result, and record the geological relic resource information of the geological park as geological relic resource data.

[0114] The geological relic resource analysis module is used to obtain the historical information of geological relic resources in the geological park from the storage module of the big data resource management platform, conduct a comprehensive analysis with the geological relic resource data, obtain the geological relic resource change index, and compare it with the geological relic resource change index boundary value preset in the geological management database to obtain the resource data change comparison result, and determine whether to store and manage the geological relic resource data in accordance with the data storage and management method of the historical information of geological relic resources in the geological park according to the resource data change comparison result.

[0115] The geological management database is used to store preset geological resource detection equipment detection stability index boundary value, preset information quality index boundary value, preset information quality index boundary value, preset light reference intensity, preset allowable precipitation, preset light intensity allowable deviation value, preset allowable wind speed, preset electromagnetic interference allowable intensity, preset command response reference time, preset detection reference depth, preset geological park environmental impact index unit value corresponding to the stability impact factor, preset command response ratio unit value corresponding to the stability impact factor, preset detection data reference update frequency, preset detection data reference transmission rate, preset geological detection stability equipment detection stability index The quality impact indicators corresponding to the unit values, the quality impact indicators corresponding to the preset data repetition rate unit values, the quality impact indicators corresponding to the preset data missing rate unit values, the quality impact indicators corresponding to the preset data error rate unit values, the change impact index corresponding to the preset change area unit values, the change impact index corresponding to the preset rock change density unit values, the change impact index corresponding to the preset rock change hardness unit values, the change impact index corresponding to the preset rock change inclination angle unit values, the change impact index corresponding to the preset groundwater level change depth unit values ​​and the quality impact indicators corresponding to the preset geological detection stability equipment detection stability indicator unit values, etc.

[0116] The above contents are merely examples and explanations of the structure of the present invention. The technicians in this technical field may make various modifications or additions to the specific embodiments described or replace them in a similar manner. As long as they do not deviate from the structure of the invention or exceed the scope defined in this specification, they should all fall within the protection scope of the present invention.

Claims

1. A method for managing geological heritage resource information in a geological park based on big data, characterized in that: include: Geological resource detection equipment detection management: obtain environmental data of the area to which the geological park belongs, analyze and obtain the geological park environmental impact index, and at the same time detect the detection performance data of each geological resource detection equipment in the current environment, and analyze it in combination with the geological park environmental impact index to obtain the detection stability index of each geological resource detection equipment, and compare it with the detection stability index limit value of the geological resource detection equipment preset in the geological management database, and count the number of geological resource detection equipment corresponding to the detection stability index of the geological resource detection equipment preset in the geological management database, which are recorded as various geological detection stable equipment; Preprocessing of geological relic resource information: various geological detection stable equipments conduct resource detection on geological relics in geological parks, obtain geological relic resource information of geological parks, and transmit it to the big data resource management platform to obtain the information quality data of geological relic resource information of geological parks, analyze and obtain the geological relic resource information quality index of geological parks, compare it with the information quality index boundary value preset in the geological management database, and obtain the information quality comparison result. According to the information quality comparison result, it is determined whether it is necessary to preprocess the geological relic resource information of geological parks through the information preprocessing module in the big data resource management platform, and record the geological relic resource information of geological parks as geological relic resource data; Analysis of geological relic resources: Obtain historical information on geological relic resources in the geological park from the storage module of the big data resource management platform, conduct a comprehensive analysis with the geological relic resource data, obtain the geological relic resource change index, and compare it with the geological relic resource change index boundary value preset in the geological management database to obtain the resource data change comparison result. Based on the resource data change comparison result, determine whether to store and manage the geological relic resource data in accordance with the data storage and management method of the geological relic resource historical information of the geological park.

2. The method for managing geological heritage resource information in a geological park based on big data according to claim 1 is characterized in that: The specific analysis process of the Geopark Environmental Impact Index is as follows: Environmental data of the area to which the Geopark belongs, specifically including the real-time temperature, total precipitation, real-time light intensity, real-time wind speed and real-time electromagnetic interference intensity of the Geopark during the detection period; The real-time light intensity of the geological park during the detection period is processed with the light reference intensity preset in the geological management database to obtain the real-time light intensity deviation value of the geological park during the detection period; The real-time temperature, total precipitation, real-time light intensity deviation, real-time wind speed and real-time electromagnetic interference intensity of the geological park during the detection period are comprehensively analyzed to obtain the geological park environmental impact index.

3. The method for managing geological heritage resource information in a geological park based on big data according to claim 1 is characterized in that: The detection performance data of each geological resource detection device in the current environment specifically includes the detection depth, command response time, detection data update frequency and detection data transmission rate of each geological resource detection device within the detection cycle; The command response time of each geological resource detection device within the detection cycle is compared with the command response reference time preset in the geological management database to obtain the command response ratio of each geological resource detection device within the detection cycle.

4. The method for managing geological heritage resource information in a geological park based on big data according to claim 3 is characterized by: The specific analysis process of the detection stability index of each geological resource detection equipment is as follows: The detection depth, command response ratio, detection data update frequency, detection data transmission rate and geological park environmental impact index of each geological resource detection equipment during the detection cycle are comprehensively analyzed to obtain the detection stability index of each geological resource detection equipment. The specific analysis method is as follows: Where n a is the detection stability index of the a-th geological resource detection equipment, a is the number of each geological resource detection equipment, a=1, 2, 3, ..., b, b is the total number of geological resource detection equipment, t0 is the starting time point of the detection cycle, t1 is the end time point of the detection cycle, t is any time point in the detection cycle, t∈[t0, t1], e is a natural constant, h(t) is the detection depth of the a-th geological resource detection equipment at time point t in the detection cycle, Δh is the detection reference depth preset in the geological management database, xy(t) a is the command response ratio of the ath geological resource detection equipment at time point t within the detection cycle, ω is the geological park environmental impact index, m1 is the stable impact factor corresponding to the unit value of the geological park environmental impact index preset in the geological management database, m3 is the stable impact factor corresponding to the unit value of the command response ratio preset in the geological management database, gx(t) a is the detection data update frequency of the a-th geological resource detection equipment at time point t within the detection cycle, Δgx is the detection data reference update frequency preset in the geological management database, cs(t) a is the detection data transmission rate of the ath geological resource detection equipment at time point t within the detection cycle, and Δcs is the detection data reference transmission rate preset in the geological management database.

5. The method for managing geological heritage resource information in a geological park based on big data according to claim 1 is characterized in that: The information quality data of the geological heritage resource information of the Geopark specifically includes the total number of data of the geological heritage resource information, the number of repeated data, the number of missing data and the number of data errors; The number of repeated data, the number of missing data, and the number of data errors in the geological relic resource information are divided by the total number of data in the geological relic resource information to obtain the data repetition rate, data missing rate, and data error rate of the geological relic resource information.

6. The method for managing geological heritage resource information in a geological park based on big data according to claim 1 is characterized by: The specific analysis process of the geological heritage resource information quality index of the Geopark is as follows: Obtain the detection performance data of various geological detection stability equipment, and analyze and obtain the detection stability index of various geological detection stability equipment; The detection stability indicators of various geological detection equipment, data duplication rate, data missing rate and data error rate of geological relic resource information are comprehensively analyzed to obtain the geological relic resource information quality index of the geological park.

7. The method for managing geological heritage resource information in a geological park based on big data according to claim 1 is characterized by: The information quality comparison result is used to determine whether it is necessary to pre-process the geological heritage resource information of the Geopark through the information pre-processing module in the big data resource management platform. The specific determination process is as follows: If the information quality index of the geological heritage resources of the geological park is greater than or equal to the information quality index threshold value preset in the geological management database, the information quality comparison result is recorded as the first information quality comparison result; If the information quality index of the geological heritage resources of the geological park is less than the information quality index threshold value preset in the geological management database, the information quality comparison result is recorded as the second information quality comparison result; If the information quality comparison result is recorded as the first information quality comparison result, there is no need to pre-process the geological heritage resource information of the geological park through the information pre-processing module in the big data resource management platform, and the geological heritage resource information of the geological park is directly recorded as geological heritage resource data; If the information quality comparison result is the second information quality comparison result, it is necessary to preprocess the geological park geological relics resource information through the information preprocessing module in the big data resource management platform, and record the preprocessed geological park geological relics resource information as geological relics resource data; The geological heritage resource information of the geological park is preprocessed, and the specific preprocessing includes data cleaning, data deduplication and outlier processing.

8. The method for managing geological heritage resource information in a geological park based on big data according to claim 1 is characterized by: The specific analysis process of the geological relic resource change indicators is as follows: The geological relic resource data include the area of ​​the geological relic, rock density, rock hardness, average rock inclination angle and groundwater level depth; The historical information of geological heritage resources in the Geopark, including the historical average area of ​​geological heritage, the historical average density of rocks, the historical average hardness of rocks, the historical average inclination angle of rocks and the historical average depth of groundwater level; The area, rock density, rock hardness, average rock inclination angle and groundwater level depth of the geological relics are respectively subjected to difference processing with the historical average area, historical average rock density, historical average rock hardness, historical average rock inclination angle and historical average groundwater level depth of the geological relics to obtain the changed area, changed rock density, changed rock hardness, changed rock inclination angle and changed groundwater level depth of the geological relics; Obtain information quality data of geological heritage resource data, and analyze it to obtain quality indicators of geological heritage resource data; Obtain environmental data of the area to which the Geopark belongs during the detection period, and analyze it to obtain the environmental impact index of the Geopark during the detection period; Acquire the detection stability index of each geological detection stability equipment, and sum the detection stability index of each geological detection stability equipment to obtain the detection stability index of the geological detection stability equipment; The changing area of ​​geological relics, changing density of rocks, changing hardness of rocks, changing inclination angle of rocks, changing depth of groundwater level, quality index of geological relic resources data, detection stability index of geological detection equipment and environmental impact index of geological parks during the detection period are comprehensively analyzed to obtain the changing index of geological relic resources.

9. The method for managing geological heritage resource information in a geological park based on big data according to claim 1 is characterized by: The specific determination process is as follows: If the geological relic resource change index is greater than the geological relic resource change index boundary value preset in the geological management database, the resource data change comparison result is recorded as the first resource data change comparison result; If the geological relic resource change index is less than or equal to the geological relic resource change index boundary value preset in the geological management database, the resource data change comparison result is recorded as the resource data second change comparison result; If the resource data change comparison result is the second resource data change comparison result, the geological relic resource data is stored and managed in accordance with the data storage and management method of the geological relic resource historical information of the geological park.

10. A system for applying the method for managing geological heritage resources information in a geological park based on big data as claimed in any one of claims 1 to 9, characterized in that: include: The geological resource detection equipment detection management module is used to obtain the environmental data of the area to which the geological park belongs, analyze and obtain the geological park environmental impact index, and at the same time detect the detection performance data of each geological resource detection equipment in the current environment, and analyze the geological park environmental impact index in combination to obtain the detection stability index of each geological resource detection equipment, and compare it with the detection stability index limit value of the geological resource detection equipment preset in the geological management database, and count the geological resource detection equipment whose detection stability index is greater than or equal to the detection stability index limit value of the geological resource detection equipment preset in the geological management database, and record them as various geological detection stability equipment; The geological relic resource information preprocessing module is used for the geological detection stable equipment to detect the geological relics of the geological park, obtain the geological relic resource information of the geological park, and transmit it to the big data resource management platform to obtain the information quality data of the geological relic resource information of the geological park, analyze and obtain the geological relic resource information quality index of the geological park, compare it with the information quality index boundary value preset in the geological management database, and obtain the information quality comparison result. According to the information quality comparison result, it is determined whether it is necessary to preprocess the geological relic resource information of the geological park through the information preprocessing module in the big data resource management platform, and record the geological relic resource information of the geological park as geological relic resource data; The geological relic resource analysis module is used to obtain the historical information of geological relic resources in the geological park from the storage module of the big data resource management platform, conduct a comprehensive analysis with the geological relic resource data, obtain the geological relic resource change index, and compare it with the geological relic resource change index boundary value preset in the geological management database to obtain the resource data change comparison result. According to the resource data change comparison result, it is determined whether the geological relic resource data should be stored and managed in accordance with the data storage and management method of the historical information of geological relic resources in the geological park.

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