A regional geological survey GIS data processing system and method

Abstract

The application relates to the technical field of GIS data processing, and discloses a regional geological survey GIS data processing system and method, which comprises a GIS data list search module, a GIS data processing module and a GIS data output module. According to the GIS data processing resource list text information, the scientific GIS data processing tool data and the artificial intelligence recognition algorithm, accurate search of data processing tool objects required in a GIS data processing process is realized, and intelligent selection of regional geological survey GIS data processing tools is realized. According to the GIS data processing resource list information, the intelligent search algorithm and the standard GIS data processing procedure instruction information, accurate matching of data processing procedure control instructions required in the GIS data processing process is realized. According to the GIS data processing real-time data, the target GIS data processing tool data, the target GIS data processing procedure instruction information and the geographic information system, self-reliant and reliable processing of regional geological survey GIS data is realized.

Description

Technical Field

[0001] This invention relates to the technical field of GIS data processing, specifically to a regional geological survey GIS data processing system and method. Background Technology

[0002] GIS, also known as Geographic Information System, is a specific and crucial spatial information system. Supported by computer hardware and software, it's a technological system for collecting, storing, managing, processing, analyzing, displaying, and describing geographic distribution data across the entire or partial Earth's surface. After obtaining location information through relevant technologies, users need to understand their geographical environment, query and analyze environmental information, thereby providing information support and services for their activities. GIS is a comprehensive discipline combining geography, cartography, remote sensing, and computer science. It has been widely applied in regional geological surveys and is a computer system used for inputting, storing, querying, analyzing, and displaying geographic data. GIS is a computer-based tool capable of analyzing and processing spatial information. GIS technology integrates the unique visualization effects and geographic analysis functions of maps with general database operations; however, existing regional geological survey GIS data processing methods cannot intelligently generate GIS data based on GIS application scenarios, reducing the applicability and convenience of GIS.

[0003] Chinese invention patent CN119293137B, published on May 6, 2025, discloses a GIS-based spatial data processing method and system. This method involves acquiring target GIS spatial data; analyzing the target spatial dynamic environment data to obtain a target spatial dynamic environment state index; determining the target spatial natural geographic influence factors and the target spatial infrastructure influence factors; combining the target spatial natural geographic data and the target spatial natural geographic influence factors to obtain a target spatial natural geographic state index; and combining the target spatial infrastructure data and the target spatial infrastructure influence factors to obtain a target spatial infrastructure state index. All indices are then uploaded to an online GIS platform, and the success of the data upload process is assessed. However, this technical solution cannot achieve intelligent generation of GIS data based on GIS application scenarios, increasing the workload and processing errors associated with GIS data. Summary of the Invention

[0004] Technical problems to be solved

[0005] To address the issue that existing regional geological survey GIS data processing processes cannot intelligently generate GIS data based on GIS application scenarios, thus reducing the applicability and convenience of GIS, this paper aims to achieve the following: autonomously identify GIS application scenarios, scientifically search GIS data processing resource lists, dynamically collect real-time GIS data for processing, intelligently extract GIS data processing tools, accurately match GIS data processing procedure instructions, efficiently and accurately generate GIS data, and clearly and visually output GIS data.

[0006] Technical solution

[0007] This invention is achieved through the following technical solution: a regional geological survey GIS data processing method, the method comprising the following steps:

[0008] S1. Collect and process feature text information from GIS data;

[0009] S2. Based on the GIS data processing feature text information and the feature keyword text information of different GIS application scenarios, perform GIS data processing application scenario type identification processing to generate GIS application scenario type identification data.

[0010] S3. Based on the GIS application scenario type identification data and the resource list text information for data processing of different GIS application scenarios, perform GIS data processing resource list information search and processing to generate GIS data processing resource list text information.

[0011] S4. Based on the GIS data processing feature text information and the GIS data processing resource list text information, perform target real-time data acquisition and processing for GIS data processing to generate real-time GIS data processing data.

[0012] S5. Based on the GIS data processing resource list text information and GIS data processing tool data, extract and process the data processing tool data required for the GIS data processing process to generate target GIS data processing tool data.

[0013] S6. Based on the GIS data processing resource list text information and GIS data processing procedure instruction information, perform data processing procedure control instruction search and processing required for the GIS data processing process to generate target GIS data processing procedure instruction information;

[0014] S7. Based on the real-time GIS data processing data, the target GIS data processing tool data, and the target GIS data processing procedure instruction information, perform GIS data processing to generate real-time GIS processed data.

[0015] S8. Construct real-time GIS data processing result information and execute GIS data processing result feedback operation.

[0016] Preferably, the steps for collecting and processing feature text information from GIS data are as follows:

[0017] S11. Collect characteristic text information of GIS data processing of the target area online through the data input dialog box of the geographic information system, and generate GIS data processing characteristic text information. The GIS data processing characteristic text information includes the geographical name, geographical location information and geographical monitoring object information of the target area. The geographical monitoring object information includes the meteorology, hydrology, topography, traffic conditions and geological disasters of the target area.

[0018] Preferably, the steps for generating GIS application scenario type identification data by performing GIS data processing application scenario type identification processing based on the GIS data processing feature text information and the feature keyword text information of different GIS application scenarios are as follows:

[0019] S21. Establish feature keyword text information sets for different GIS application scenarios. , ;in Indicates the first Keyword text information representing different GIS application scenario characteristics corresponding to various GIS application scenario types. This represents the maximum number of GIS application scenario types, which include environmental monitoring, disaster monitoring, and traffic monitoring. The text information of the characteristic keywords for different GIS application scenarios represents the standard GIS data processing characteristic keyword information set for different types of GIS application scenarios.

[0020] S22. Using a breadth-first search algorithm, the GIS data processing feature text information is compared with the feature keyword text information sets of different GIS application scenarios. Keyword text information of different GIS application scenarios described in the article Perform GIS data processing feature character matching to search for feature keyword text information of different GIS application scenarios that match the GIS data processing feature text information. The corresponding GIS application scenario type text information is then used to generate GIS application scenario type identification data through data identification.

[0021] Preferably, the steps for searching and processing the resource list information required for GIS data processing based on the GIS application scenario type identification data and the resource list text information for different GIS application scenario data processing are as follows:

[0022] S31. Establish a text information set of data processing resource lists for different GIS application scenarios. ,in Indicates the first This document contains textual information listing data processing resources for different GIS application scenarios, corresponding to various GIS application scenario types. These resources comprise real-time GIS data, GIS data processing tools, and GIS data processing procedures required for different types of GIS data processing application scenarios. Real-time GIS data includes PM2.5 concentration, geological vibration data, and vehicle-mounted GPS data. GIS data processing tools include textual information on air pollution prediction models, earthquake impact range simulation models, and GIS road network models. GIS data processing procedures include textual information on air pollution GIS data processing procedures, earthquake impact range GIS data processing procedures, and traffic congestion GIS data processing procedures.

[0023] S32. Using an iterative deepening search algorithm, the GIS application scenario type identification data is compared with the text information set of the data processing resource list for different GIS application scenarios. Text information of data processing resource lists for different GIS application scenarios described in the document Perform keyword matching for GIS application scenario types to retrieve text information of data processing resource lists for different GIS application scenario types corresponding to the identified GIS application scenario type data. The data is then identified and used to generate a GIS data processing resource list text information.

[0024] Preferably, the steps for generating real-time GIS data processing data by collecting and processing the target real-time data based on the GIS data processing feature text information and the GIS data processing resource list text information are as follows:

[0025] S41. The Geographic Information System (GIS) collects real-time geographic data of the target area based on the GIS data processing feature text information and the GIS data processing resource list text information, and controls industrial sensors to collect such data. The GIS data processing real-time data includes temperature industrial sensors, humidity industrial sensors, PM2.5 concentration industrial sensors, geological vibration industrial sensors, and spatial location industrial sensors. The GIS data processing real-time data includes temperature, humidity, PM2.5 concentration, geological vibration parameters, and spatial location information.

[0026] Preferably, the steps for extracting and processing the data processing tool data required for the GIS data processing process based on the GIS data processing resource list text information and GIS data processing tool data to generate the target GIS data processing tool data are as follows:

[0027] S51. Establish a dataset for GIS data processing tools. , ;in Indicates the first GIS data processing tools corresponding to different types of GIS data processing tools This represents the maximum number of GIS data processing tool types; these types include air pollution prediction models, temperature prediction models, landslide prediction models, earthquake impact range simulation models, and GIS road network models; the GIS data processing tool data represents the optimal GIS data processing application information set for different GIS data processing tool types.

[0028] S52, Combine the GIS data processing resource list text information with the GIS data processing tool dataset. The GIS data processing tools described in the text Perform keyword matching for GIS data processing tools to retrieve the GIS data processing tool data corresponding to the GIS data processing resource list text information. The target GIS data processing tool data is constructed by data identification, and the specific operation steps for generating the target GIS data processing tool data are as follows:

[0029] S521. Initialize and update the maximum number of iterations T;

[0030] S522. Separation: Separation is the behavior of each data processing tool searching for a dragonfly individual that separates itself from other dragonfly individuals searched by similar data processing tools. The mathematical expression for the separation behavior is: Where N is the number of individual dragonflies searched by the nearest neighbor data processing tool. This represents the result of separating the u-th dragonfly individual searched by the data processing tool from other similar dragonfly individuals searched by the data processing tool in the GIS data processing tool dataset. The position vector in the search space. This indicates that the data processing tool is searching for individual dragonflies in the GIS data processing tool dataset. The location in the search space, This indicates that the adjacent data processing tool searches for individual dragonfly v in the GIS data processing tool dataset. The position in the search space;

[0031] S523. Queuing: Queuing refers to the speed matching between each individual dragonfly searched by a data processing tool and adjacent dragonflies searched by other data processing tools during flight, within the GIS data processing tool dataset. In the search space, each data processing tool searches for individual dragonfly data that matches the GIS data processing tool data in the GIS data processing resource list text information. During flight, the speed matching between individual dragonflies searched by adjacent data processing tools is used to determine the queuing behavior, and the mathematical expression for this behavior is: ,in This indicates that the u-th data processing tool searches for individual dragonflies in the GIS data processing tool dataset after queuing. The position vector in the search space; This indicates that the adjacent data processing tool searches for individual dragonfly v in the GIS data processing tool dataset. Flight speed in the search space;

[0032] S524. Alliance: Alliance refers to the clustering behavior of individual dragonflies searched by data processing tools gathering together with neighboring dragonflies of the same type. In the GIS data processing tool dataset... The search space for data processing tools involves searching for individual dragonfly data that matches the GIS data processing resource list text information. The process of searching for dragonfly alliances and their clustering behavior among adjacent, similar data processing tools is described by the mathematical expression for this behavior. ,in This indicates that after the u-th data processing tool searches for dragonfly individuals and forms an alliance in the GIS data processing tool dataset... The position vector in the search space;

[0033] S525. Searching for prey: This refers to the behavior of dragonfly individuals searching for prey for survival, as described by the data processing tool in the GIS data processing tool dataset. Search the search space for GIS data processing tool data that matches the GIS data processing resource list text information. The mathematical expression for prey hunting behavior is: ,in This represents the hunting process of the u-th data processing tool searching for individual dragonflies in the GIS data processing tool dataset. The position vector in the search space. Representing the location of prey to be hunted, the search retrieves GIS data processing tool data that matches the text information of the GIS data processing resource list. In the GIS data processing tool dataset The position in the search space;

[0034] S526. Avoiding predators: Data processing tools search for dragonfly individuals. Due to their survival instinct, they need to be constantly vigilant about the behavior of predators. The mathematical expression for this predator avoidance behavior is: ,in This indicates that the u-th data processing tool searches for a dragonfly individual in the GIS data processing tool dataset. Search the search space for GIS data processing tool data that matches the GIS data processing resource list text information. The process of escaping predators during the GIS data processing tool dataset The position vector in the search space; During the search for dragonfly prey by the data processing tool in the GIS data processing tool dataset The position in the search space;

[0035] S527. When the maximum number of iterations is met, output the GIS data processing tool data that matches the GIS data processing resource list text information. .

[0036] S528. The GIS data processing tool data output in step S527. The target GIS data processing tool data is constructed through data identification.

[0037] Preferably, the steps for searching and processing the data processing procedure control instructions required for the GIS data processing process based on the GIS data processing resource list text information and the GIS data processing procedure instruction information to generate the target GIS data processing procedure instruction information are as follows:

[0038] S61. Establish a set of instructions for GIS data processing procedures. , ;in Indicates the first GIS data processing procedure instruction information corresponding to each type of GIS data processing procedure. This represents the maximum number of GIS data processing procedure types; GIS data processing procedure types include air pollution GIS data processing procedure, earthquake impact range GIS data processing procedure, and traffic congestion GIS data processing procedure; the GIS data processing procedure instruction information represents the optimal GIS data processing procedure control instruction information set for different GIS data processing procedure types to control GIS data processing tools to process real-time GIS information.

[0039] S62. Use the KD-tree nearest neighbor search algorithm to combine the GIS data processing resource list text information with the GIS data processing procedure instruction information set. The GIS data processing procedure instruction information described in the document Perform keyword matching for GIS data processing procedures to retrieve the GIS data processing procedure instruction information corresponding to the GIS data processing resource list text information. The data is then used to generate target GIS data processing procedure instructions.

[0040] Preferably, the steps for generating real-time GIS processed data by performing GIS data processing based on the real-time GIS data, the target GIS data processing tool data, and the target GIS data processing procedure instruction information are as follows:

[0041] S71. The geographic information system controls the target GIS data processing tool to run the corresponding GIS data processing tool according to the target GIS data processing procedure instruction information, performs GIS data processing on the real-time GIS data, and generates real-time GIS processed data.

[0042] Preferably, the steps for constructing real-time GIS data processing result information and executing GIS data processing result feedback operations are as follows:

[0043] S81. Generate GIS real-time data processing result information by data identification of the generated GIS real-time processed data;

[0044] S82. The GIS data processing results are output and displayed on the display screen.

[0045] A regional geological survey GIS data processing system is provided to implement the aforementioned regional geological survey GIS data processing method. The system includes a GIS data list search module, a GIS data processing module, and a GIS data output module.

[0046] The GIS data list search module includes a GIS data processing feature information collection unit, a feature keyword storage unit for different GIS application scenarios, a GIS application scenario type identification unit, a data processing resource list storage unit for different GIS application scenarios, and a GIS data processing resource list search unit.

[0047] The GIS data processing feature information acquisition unit acquires GIS data processing feature text information through the data input dialog box of the geographic information system; the different GIS application scenario feature keyword storage unit stores different GIS application scenario feature keyword text information; the GIS application scenario type identification unit performs GIS data processing application scenario type identification processing based on the GIS data processing feature text information and the different GIS application scenario feature keyword text information to generate GIS application scenario type identification data; the different GIS application scenario data processing resource list storage unit stores different GIS application scenario data processing resource list text information; the GIS data processing resource list search unit performs GIS data processing resource list information search processing based on the GIS application scenario type identification data and the different GIS application scenario data processing resource list text information to generate GIS data processing resource list text information.

[0048] The GIS data processing module includes a real-time data acquisition unit for GIS data processing, a GIS data processing tool information storage unit, a GIS data processing tool extraction unit, a GIS data processing procedure instruction information storage unit, a GIS data processing procedure instruction search unit, and a GIS data processing unit.

[0049] The GIS data processing real-time data acquisition unit acquires and processes target real-time data for GIS data processing based on the GIS data processing feature text information, the GIS data processing resource list text information, and in conjunction with the geographic information system and industrial sensors, generating real-time GIS data processing data. The GIS data processing tool information storage unit stores GIS data processing tool data. The GIS data processing tool extraction unit extracts the data processing tool data required for the GIS data processing process based on the GIS data processing resource list text information and the GIS data processing tool data, generating target GIS data processing tool data. The GIS data processing procedure instruction information storage unit stores GIS data processing procedure instruction information. The GIS data processing procedure instruction search unit searches for and processes the data processing procedure control instructions required for the GIS data processing process based on the GIS data processing resource list text information and the GIS data processing procedure instruction information, generating target GIS data processing procedure instruction information. The GIS data processing unit performs GIS data processing based on the real-time GIS data processing data, the target GIS data processing tool data, the target GIS data processing procedure instruction information, and in conjunction with the geographic information system, generating real-time GIS processed data.

[0050] The GIS data output module includes a GIS data processing result acquisition unit and a GIS data processing result feedback unit.

[0051] The GIS data processing result acquisition unit constructs real-time GIS data processing result information based on the real-time GIS data and in conjunction with data processing; the GIS data processing result feedback unit performs GIS data processing result feedback operations based on the real-time GIS data processing result information and in conjunction with the display screen.

[0052] (III) Beneficial Effects

[0053] This invention provides a regional geological survey GIS data processing system and method. It has the following beneficial effects:

[0054] I. Efficiently collect GIS data processing feature information through the GIS data input dialog box to achieve efficient collection of geological GIS data processing feature information for the target area; Based on GIS data processing feature information, combined with intelligent search algorithms and feature keywords of different GIS application scenarios based on big data storage, intelligently identify GIS data processing application scenario types to achieve intelligent classification of GIS data processing, improving the efficiency and accuracy of regional geological survey GIS data processing; Based on GIS application scenario type identification information, combined with intelligent search algorithms and scientifically preset resource lists for different GIS application scenarios, search and process the resource list information required for GIS data processing, enabling autonomous matching of the required real-time GIS data, GIS processing tools, and GIS data processing procedures based on the GIS data processing application scenario, achieving automated and intelligent processing of regional geological survey GIS data generation.

[0055] Second, by collecting target real-time data for GIS data processing based on GIS data processing feature text information, GIS data processing resource list text information, and combining geographic information systems and industrial sensors, dynamic and efficient real-time data acquisition for regional geological surveys is achieved. Based on the GIS data processing resource list text information, combined with artificial intelligence recognition algorithms and scientifically stored GIS data processing tool data, precise searching for the data processing tools required for the GIS data processing process is performed, enabling intelligent selection of GIS data processing tools for regional geological surveys. Based on the GIS data processing resource list information, combined with intelligent search algorithms and standard stored GIS data processing procedure instruction information, precise matching of the data processing procedure control instructions required for the GIS data processing process is performed, enabling precise planning of execution procedure instructions for regional geological survey GIS data processing. Based on real-time GIS data processing data, target GIS data processing tool data, target GIS processing procedure instruction information, and combined with geographic information systems, autonomous and reliable processing of regional geological survey GIS data is achieved, improving the intelligence and accuracy of regional geological survey GIS data processing.

[0056] Third, by constructing real-time GIS data processing results based on GIS real-time data processing and combining data processing, dynamic and secure acquisition of GIS data processing is achieved; based on the real-time GIS data processing results and combined with the display screen, the GIS data processing results feedback operation is autonomously executed, realizing clear and visual feedback of regional geological survey GIS data processing, and improving the applicability and convenience of regional geological survey GIS data acquisition. Attached Figure Description

[0057] Figure 1 A schematic diagram of a regional geological survey GIS data processing system provided by the present invention;

[0058] Figure 2 A flowchart of a regional geological survey GIS data processing method provided by the present invention. Detailed Implementation

[0059] The technical solutions of the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings. Obviously, the described embodiments are only some embodiments of the present invention, and not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those skilled in the art without creative effort are within the scope of protection of the present invention.

[0060] An embodiment of the regional geological survey GIS data processing system and method is as follows: Example

[0061] Please see Figure 1 - Figure 2A method for processing GIS data from a regional geological survey, comprising the following steps:

[0062] S1. Collect and process feature text information from GIS data;

[0063] S2. Based on the text information of GIS data processing features and the text information of different GIS application scenario features keywords, perform GIS data processing application scenario type identification processing to generate GIS application scenario type identification data.

[0064] S3. Based on the GIS application scenario type identification data and the resource list text information of different GIS application scenario data processing, search and process the resource list information required for GIS data processing, and generate GIS data processing resource list text information.

[0065] S4. Based on the GIS data processing feature text information and the GIS data processing resource list text information, collect and process the target real-time data of GIS data processing to generate real-time GIS data processing data.

[0066] S5. Based on the GIS data processing resource list text information and GIS data processing tool data, extract and process the data processing tool data required for the GIS data processing process, and generate the target GIS data processing tool data.

[0067] S6. Based on the GIS data processing resource list text information and GIS data processing procedure instruction information, perform data processing procedure control instruction search and processing required for the GIS data processing process to generate target GIS data processing procedure instruction information;

[0068] S7. Based on the real-time data of GIS data processing, the data of the target GIS data processing tool, and the instruction information of the target GIS data processing procedure, perform GIS data processing to generate real-time GIS processed data.

[0069] S8. Construct real-time GIS data processing result information and execute GIS data processing result feedback operation.

[0070] For further details, please refer to Figure 1 - Figure 2 The steps for collecting and processing feature text information from GIS data are as follows:

[0071] S11. Collect characteristic text information of GIS data processing of the target area online through the data input dialog box of the geographic information system, and generate GIS data processing characteristic text information. The GIS data processing characteristic text information includes the geographical name, geographical location information and geographic monitoring object information of the target area. The geographic monitoring object information includes the meteorology, hydrology, topography, traffic conditions and geological disasters of the target area.

[0072] The steps for generating GIS application scenario type identification data by combining GIS data processing feature text information with feature keyword text information of different GIS application scenarios are as follows:

[0073] S21. Establish feature keyword text information sets for different GIS application scenarios. , ;in Indicates the first Keyword text information representing different GIS application scenario characteristics corresponding to various GIS application scenario types. This represents the maximum number of GIS application scenario types, which include environmental monitoring, disaster monitoring, and traffic monitoring. The textual information of characteristic keywords for different GIS application scenarios represents the standard GIS data processing characteristic keywords set for different types of GIS application scenarios.

[0074] S22. Employ a breadth-first search algorithm to combine GIS data processing feature text information with feature keyword text information sets from different GIS application scenarios. Keyword text information of different GIS application scenarios Perform GIS data processing feature character matching to search for feature keyword text information from different GIS application scenarios that match the GIS data processing feature text information. The corresponding GIS application scenario type text information is then used to generate GIS application scenario type identification data through data identification.

[0075] The steps for searching and processing the resource list information required for GIS data processing based on GIS application scenario type identification data and different GIS application scenario data processing resource list text information to generate GIS data processing resource list text information are as follows:

[0076] S31. Establish a text information set of data processing resource lists for different GIS application scenarios. ,in Indicates the first This document contains textual information on resource lists for different GIS application scenarios, corresponding to various GIS application scenario types. These resource lists comprise real-time GIS data, GIS data processing tools, and GIS data processing procedures required for each scenario. Real-time GIS data includes PM2.5 concentration, geological vibration data, and vehicle-mounted GPS data. GIS data processing tools include textual information on air pollution prediction models, earthquake impact range simulation models, and GIS road network models. GIS data processing procedures include textual information on air pollution GIS data processing procedures, earthquake impact range GIS data processing procedures, and traffic congestion GIS data processing procedures.

[0077] S32. Employ an iterative deepening search algorithm to combine GIS application scenario type identification data with text information sets of resource lists for data processing of different GIS application scenarios. Text information on data processing resources for different GIS application scenarios Perform keyword matching for GIS application scenario types to search for different GIS application scenarios corresponding to the GIS application scenario type identification data. The data is then identified and used to generate a GIS data processing resource list text information.

[0078] The GIS data processing feature information acquisition unit efficiently collects GIS data processing feature information using a geographic information system data input dialog box, achieving efficient acquisition of geological GIS data processing feature information for the target area. The GIS application scenario type identification unit, based on GIS data processing feature information combined with intelligent search algorithms and big data storage-based feature keywords for different GIS application scenarios, intelligently identifies GIS data processing application scenario types, achieving intelligent classification of GIS data processing and improving the efficiency and accuracy of regional geological survey GIS data processing. The GIS data processing resource list search unit, based on GIS application scenario type identification information combined with intelligent search algorithms and scientifically preset resource lists for different GIS application scenarios, searches for and processes the resource list information required for GIS data processing, enabling autonomous matching of real-time GIS data, GIS processing tools, and GIS data processing procedures based on GIS data processing application scenarios, achieving automated and intelligent processing of regional geological survey GIS data generation.

[0079] For further details, please refer to Figure 1 - Figure 2The steps for collecting and processing target real-time GIS data based on GIS data processing feature text information and GIS data processing resource list text information to generate real-time GIS data processing data are as follows:

[0080] S41. The Geographic Information System (GIS) uses GIS data processing feature text information and GIS data processing resource list text information to control industrial sensors to collect real-time geographic data of the target area and generate real-time GIS data processing data. The industrial sensors include temperature industrial sensors, humidity industrial sensors, PM2.5 concentration industrial sensors, geological vibration industrial sensors, and spatial location industrial sensors. The real-time GIS data processing data includes temperature, humidity, PM2.5 concentration, geological vibration parameters, and spatial location information.

[0081] The steps for extracting and processing the data required for GIS data processing tools based on the GIS data processing resource list text information and GIS data processing tool data to generate the target GIS data processing tool data are as follows:

[0082] S51. Establish a dataset for GIS data processing tools. , ;in Indicates the first GIS data processing tools corresponding to different types of GIS data processing tools This represents the maximum number of GIS data processing tool types; GIS data processing tool types include air pollution prediction models, temperature prediction models, landslide prediction models, earthquake impact range simulation models, and GIS road network models; GIS data processing tool data represents the optimal GIS data processing application information set for different GIS data processing tool types;

[0083] S52. Integrate the GIS data processing resource list text information with the GIS data processing tool dataset. Chinese GIS data processing tools Perform keyword matching for GIS data processing tools to retrieve GIS data processing tools corresponding to the text information of the GIS data processing resource list. The specific steps for generating the target GIS data processing tool data are as follows: The target GIS data processing tool data is constructed by data identification.

[0084] S521. Initialize and update the maximum number of iterations T;

[0085] S522. Separation: Separation is the behavior of each data processing tool searching for a dragonfly individual that separates itself from other dragonfly individuals searched by similar data processing tools. The mathematical expression for the separation behavior is: Where N is the number of individual dragonflies searched by the nearest neighbor data processing tool. This represents the state of the u-th dragonfly individual searched by the data processing tool after being separated from other dragonfly individuals searched by similar data processing tools within the GIS data processing tool dataset. The position vector in the search space. This indicates that the data processing tool is searching for individual dragonflies in the GIS data processing tool dataset. The location in the search space, This indicates that the neighboring data processing tool searches for individual dragonfly v in the GIS data processing tool dataset. The position in the search space;

[0086] S523. Queuing: Queuing refers to the speed matching between each individual dragonfly searched by a data processing tool and adjacent dragonflies during flight. In GIS data processing tool datasets... Within the search space, each data processing tool searches for individual Dragonfly instances that match the GIS data processing tool data in the GIS data processing resource list text information. During flight, the speed matching between individual dragonflies searched by adjacent data processing tools is used to determine the queuing behavior, and the mathematical expression for this behavior is: , This indicates that the u-th data processing tool searches for individual dragonflies in the GIS data processing tool dataset after queuing them. The position vector in the search space; This indicates that the neighboring data processing tool searches for individual dragonfly v in the GIS data processing tool dataset. Flight speed in the search space;

[0087] S524. Alliance: Alliance refers to the clustering behavior of individual dragonflies in a GIS data processing tool's search dataset, where they gather together with neighboring dragonflies of the same type. Searching for data processing tools within the search space; searching for individual GIS data processing tools that match the text information of the GIS data processing resource list. The process of searching for dragonfly alliances and their clustering behavior among adjacent, similar data processing tools is described by the mathematical expression for this behavior. ,in This indicates that after the u-th data processing tool searches for dragonfly individuals and forms an alliance, it appears in the GIS data processing tool dataset. The position vector in the search space;

[0088] S525. Prey hunting: Prey hunting refers to the behavior of individual dragonflies searching for prey for survival using data processing tools. This search for dragonflies by data processing tools is part of the GIS data processing tool dataset. Search the search space for GIS data processing tool data that matches the text information of the GIS data processing resource list. The mathematical expression for prey hunting behavior is: ,in This represents the hunting process of the u-th dragonfly individual searched by the data processing tool in the GIS data processing tool dataset. The position vector in the search space. Representing the location of prey to be hunted, search for GIS data processing tools that match the text information in the GIS data processing resource list. In GIS data processing tools dataset The position in the search space;

[0089] S526. Avoiding predators: Data processing tools search for dragonfly individuals. Due to their survival instinct, they need to be constantly vigilant about the behavior of predators. The mathematical expression for this predator avoidance behavior is: ,in This indicates that the u-th data processing tool searches for individual dragonflies within the GIS data processing tool dataset. Search the search space for GIS data processing tools that match the text information of the GIS data processing resource list. The process of escaping predators during the data processing tools dataset The position vector in the search space; For data processing tools searching for dragonfly prey during the GIS data processing tool dataset The position in the search space;

[0090] S527. When the maximum number of iterations is met, output GIS data processing tool data that matches the GIS data processing resource list text information. ;

[0091] S528. Transfer the GIS data processing tool data output in step S527. The target GIS data processing tool data is constructed through data identification.

[0092] The steps for searching and processing the data processing procedure control instructions required for the GIS data processing process based on the GIS data processing resource list text information and the GIS data processing procedure instruction information to generate the target GIS data processing procedure instruction information are as follows:

[0093] S61. Establish a set of instructions for GIS data processing procedures. , ;in Indicates the first GIS data processing procedure instruction information corresponding to each type of GIS data processing procedure. This represents the maximum number of GIS data processing procedure types. GIS data processing procedure types include air pollution GIS data processing procedures, earthquake impact area GIS data processing procedures, and traffic congestion GIS data processing procedures. The GIS data processing procedure instruction information represents the optimal GIS data processing procedure control instruction information set for different GIS data processing procedure types to control the GIS data processing tools to process real-time GIS information.

[0094] S62. Use the KD-tree nearest neighbor search algorithm to combine the GIS data processing resource list text information with the GIS data processing procedure instruction information set. Instructions for GIS data processing procedures Perform keyword matching for GIS data processing procedures to retrieve GIS data processing procedure instructions corresponding to the GIS data processing resource list text information. The data is then used to generate target GIS data processing procedure instructions.

[0095] The steps for generating real-time GIS processed data by performing GIS data processing based on real-time GIS data, target GIS data processing tool data, and target GIS data processing procedure instructions are as follows:

[0096] S71. The geographic information system controls the target GIS data processing tool to run the corresponding GIS data processing tool according to the target GIS data processing procedure instruction information, performs GIS data processing on the real-time GIS data, and generates real-time GIS processed data.

[0097] The system employs a real-time data acquisition unit for GIS data processing, which collects target real-time data based on GIS data processing feature text information, GIS data processing resource list text information, and in conjunction with geographic information systems and industrial sensors. This enables dynamic and efficient real-time data acquisition for regional geological surveys. A GIS data processing tool extraction unit, based on the GIS data processing resource list text information, combines artificial intelligence recognition algorithms with scientifically stored GIS data processing tool data to accurately search for the data processing tools required for the GIS data processing process, enabling intelligent selection of GIS data processing tools for regional geological surveys. A GIS data processing procedure instruction search unit, based on the GIS data processing resource list information, combines intelligent search algorithms with standard stored GIS data processing procedure instruction information to accurately match the data processing procedure control instructions required for the GIS data processing process, enabling precise planning of execution procedure instructions for regional geological survey GIS data processing. Finally, a GIS data processing unit, based on real-time GIS data processing data, target GIS data processing tool data, target GIS data processing procedure instruction information, and in conjunction with geographic information systems, enables autonomous and reliable processing of regional geological survey GIS data, improving the intelligence and accuracy of regional geological survey GIS data processing.

[0098] For further details, please refer to Figure 1 - Figure 2 The steps for constructing real-time GIS data processing results and executing GIS data processing result feedback operations are as follows:

[0099] S81. Generate GIS real-time data processing result information by data identification of the generated GIS real-time processed data;

[0100] S82. The GIS data processing results are output and displayed on the screen.

[0101] The GIS data processing result acquisition unit collects GIS data based on real-time GIS data and constructs real-time GIS data processing result information, enabling dynamic and secure acquisition of GIS data. The GIS data processing result feedback unit autonomously executes GIS data processing result feedback operations based on real-time GIS data processing result information and a display screen, enabling clear and visual feedback of regional geological survey GIS data processing, and improving the applicability and convenience of acquiring regional geological survey GIS data.

[0102] Example 2:

[0103] Please see Figure 1 - Figure 2A regional geological survey GIS data processing system is used to implement a regional geological survey GIS data processing method. The system includes a GIS data list search module, a GIS data processing module, and a GIS data output module.

[0104] The GIS data list search module includes a GIS data processing feature information collection unit, a feature keyword storage unit for different GIS application scenarios, a GIS application scenario type identification unit, a data processing resource list storage unit for different GIS application scenarios, and a GIS data processing resource list search unit.

[0105] The system comprises the following components: a GIS data processing feature information acquisition unit, which collects GIS data processing feature text information through the data input dialog box of the geographic information system; a different GIS application scenario feature keyword storage unit, which stores feature keyword text information for different GIS application scenarios; a GIS application scenario type identification unit, which performs application scenario type identification processing based on the GIS data processing feature text information and the feature keyword text information for different GIS application scenarios, generating GIS application scenario type identification data; a different GIS application scenario data processing resource list storage unit, which stores resource list text information for different GIS application scenario data processing; and a GIS data processing resource list search unit, which searches for the resource list information required for GIS data processing based on the GIS application scenario type identification data and the resource list text information for different GIS application scenario data processing, generating GIS data processing resource list text information.

[0106] The GIS data processing module includes a real-time data acquisition unit for GIS data processing, a GIS data processing tool information storage unit, a GIS data processing tool extraction unit, a GIS data processing procedure instruction information storage unit, a GIS data processing procedure instruction search unit, and a GIS data processing unit.

[0107] The system comprises the following components: a real-time data acquisition unit for GIS data processing, a real-time data acquisition and processing unit for GIS data processing based on GIS data processing feature text information, GIS data processing resource list text information, and in conjunction with a geographic information system and industrial sensors, generating real-time GIS data processing data; a GIS data processing tool information storage unit for storing GIS data processing tool data; a GIS data processing tool extraction unit for extracting data processing tool data required for the GIS data processing process based on the GIS data processing resource list text information and the GIS data processing tool data, generating target GIS data processing tool data; a GIS data processing procedure instruction information storage unit for storing GIS data processing procedure instruction information; a GIS data processing procedure instruction search unit for searching and processing data processing procedure control instructions required for the GIS data processing process based on the GIS data processing resource list text information and the GIS data processing procedure instruction information, generating target GIS data processing procedure instruction information; and a GIS data processing unit for performing GIS data processing based on real-time GIS data processing data, target GIS data processing tool data, target GIS data processing procedure instruction information, and in conjunction with a geographic information system, generating real-time GIS processed data.

[0108] The GIS data output module includes a GIS data processing result acquisition unit and a GIS data processing result feedback unit;

[0109] The GIS data processing result acquisition unit collects GIS data in real time and constructs GIS real-time data processing result information based on the data processing data. The GIS data processing result feedback unit performs GIS data processing result feedback operations based on the GIS real-time data processing result information and in conjunction with the display screen.

[0110] Although embodiments of the invention have been shown and described, it will be understood by those skilled in the art that various changes, modifications, substitutions and alterations can be made to these embodiments without departing from the principles and spirit of the invention, the scope of which is defined by the appended claims and their equivalents.

Claims

1. A method for processing GIS data from regional geological surveys, characterized in that, The method includes the following steps: S1. Collect and process feature text information from GIS data; S2. Perform application scenario type identification processing on GIS data to generate GIS application scenario type identification data; S2 includes the following steps: S21. Establish feature keyword text information sets for different GIS application scenarios. The include ;in Indicates the first Keyword text information of different GIS application scenario characteristics corresponding to various GIS application scenario types; S22. Using a breadth-first search algorithm, the GIS data processing feature text information is compared with the... The above Perform GIS data processing feature character matching to search for characters that match the GIS data processing feature text information. The corresponding GIS application scenario type text information is then used to generate GIS application scenario type identification data through data identification. S3. Search and process the resource list information required for GIS data processing, and generate GIS data processing resource list text information. S3 includes the following steps: S31. Establish a text information set of data processing resource lists for different GIS application scenarios. The include ,in Indicates the first Text information on the list of data processing resources for different GIS application scenarios corresponding to various GIS application scenario types; S32. Using an iterative deepening search algorithm, the GIS application scenario type identification data is compared with the... The above Perform keyword matching for GIS application scenario types to search for the corresponding GIS application scenario type identification data. And after data identification, a GIS data processing resource list text information is generated; S4. Real-time data acquisition and processing of the target GIS data to generate real-time GIS data processing data; S5. Based on the GIS data processing resource list text information and GIS data processing tool data, extract and process the data processing tool data required for the GIS data processing process to generate target GIS data processing tool data. S6. Based on the GIS data processing resource list text information and GIS data processing procedure instruction information, perform data processing procedure control instruction search and processing required for the GIS data processing process to generate target GIS data processing procedure instruction information; S7. Based on the real-time GIS data processing data, the target GIS data processing tool data, and the target GIS data processing procedure instruction information, perform GIS data processing to generate real-time GIS processed data. S8. Construct real-time GIS data processing result information and execute GIS data processing result feedback operation.

2. The regional geological survey GIS data processing method according to claim 1, characterized in that: S1 includes the following steps: S11. Collect characteristic text information of GIS data processing of the target area online through the data input dialog box of the geographic information system, and generate GIS data processing characteristic text information. The GIS data processing characteristic text information includes the geographical name, geographical location information and geographical monitoring object information of the target area. The geographical monitoring object information includes the meteorology, hydrology, topography, traffic conditions and geological disasters of the target area.

3. The regional geological survey GIS data processing method according to claim 1, characterized in that: S4 includes the following steps: S41. The Geographic Information System (GIS) collects real-time geographic data of the target area based on the GIS data processing feature text information and the GIS data processing resource list text information, and controls industrial sensors to collect the real-time geographic data of the target area, and generates real-time GIS data processing data, which includes temperature, humidity, PM2.5 concentration, geological vibration parameters, and spatial location information.

4. The regional geological survey GIS data processing method according to claim 3, characterized in that: S5 includes the following steps: S51. Establish a dataset for GIS data processing tools. The include ;in Indicates the first GIS data processing tool data corresponding to each type of GIS data processing tool; S52, Combine the GIS data processing resource list text information with the... The above Perform keyword matching for GIS data processing tool types to search for the corresponding GIS data processing resource list text information. The target GIS data processing tool data is constructed by data identification, and the specific operation steps for generating the target GIS data processing tool data are as follows: S521. Initialize and update the maximum number of iterations T; S522. Separation: Separation is the behavior of each data processing tool searching for a dragonfly individual that is separated from other dragonfly individuals searched by other similar data processing tools. S523, Queuing, queuing refers to the speed matching between each data processing tool's search dragonfly individual and adjacent data processing tool's search dragonfly individuals during flight, in the... In the search space, each data processing tool searches for individual dragonflies that match the text information of the GIS data processing resource list. During flight, the speed matching between individual dragonflies is searched by adjacent data processing tools; S524. Alliance: Alliance refers to the clustering behavior of individual dragonflies searched by data processing tools gathering together with neighboring dragonflies of the same type. The search space for data processing tools to search for dragonfly individuals that match the text information of the GIS data processing resource list. The process involves using adjacent data processing tools to search for clustering behavior among individual dragonflies; S525. Searching for prey: Searching for prey refers to the behavior of data processing tools searching for prey by individual dragonflies for survival. The data processing tools search for individual dragonflies as described in... Search the search space for the text information that matches the GIS data processing resource list. ; S526. Avoiding predators: Data processing tools search for individual dragonflies. Due to their survival instinct, they must always be vigilant about the behavior of predators. S527. When the maximum number of iterations is met, output the text information that matches the GIS data processing resource list. ; S528. The output in step S527 The target GIS data processing tool data is constructed through data identification.

5. The regional geological survey GIS data processing method according to claim 4, characterized in that: S6 includes the following steps: S61. Establish a set of instructions for GIS data processing procedures. The include ;in Indicates the first GIS data processing procedure instruction information corresponding to each type of GIS data processing procedure; S62. Using the KD-tree nearest neighbor search algorithm, the GIS data processing resource list text information is compared with the... The above Perform keyword matching for GIS data processing procedure types to search for the corresponding GIS data processing resource list text information. The data is then used to generate target GIS data processing procedure instructions.

6. The regional geological survey GIS data processing method according to claim 5, characterized in that: S7 includes the following steps: S71. The geographic information system controls the target GIS data processing tool to run the corresponding GIS data processing tool according to the target GIS data processing procedure instruction information, performs GIS data processing on the real-time GIS data, and generates real-time GIS processed data.

7. The regional geological survey GIS data processing method according to claim 6, characterized in that: S8 includes the following steps: S81. Generate GIS real-time data processing result information by data identification of the generated GIS real-time processed data; S82. The GIS data processing results are output and displayed on the display screen.

8. A regional geological survey GIS data processing system, used to implement the regional geological survey GIS data processing method according to any one of claims 1-7, characterized in that: The system includes a GIS data list search module, a GIS data processing module, and a GIS data output module.

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