Natural resource monitoring and supervision index calculation method and device and computer program product

Abstract

The invention discloses a natural resource monitoring and supervision index calculation method and device and a computer program product, and relates to the technical field of natural resource monitoring and supervision, and the natural resource monitoring and supervision index calculation method comprises the steps: obtaining business scene element information of a target natural resource monitoring and supervision index calculation business scene, the business scene element information comprises business data information, business index information and business scene information; according to the business data information, the business index information and the business scene information, constructing a business processing flow of a target natural resource monitoring and supervision index calculation business scene; and executing a business processing flow to process the target natural resource monitoring and supervision index calculation business scene. According to the invention, the process processing of the natural resource monitoring and supervision index calculation service can be realized, and the accuracy and timeliness of the natural resource monitoring and supervision index calculation are greatly improved.

Description

Technical Field

[0001] The present application relates to the technical field of natural resource monitoring and supervision, and in particular to methods, equipment and computer program products for calculating natural resource monitoring and supervision indicators. Background Art

[0002] The calculation of natural resource monitoring and regulatory indicators usually involves three types of business: statistical summary, thematic analysis, and comprehensive evaluation. However, with the enrichment of natural resource data types, the increase in data volume, the improvement in data complexity, the expansion of application services, and the diversification of user needs, the traditional method of manually looking up data, calculating data, and producing results has too low business processing efficiency and cannot meet the needs of actual monitoring and regulatory indicator calculation business scenarios. Summary of the invention

[0003] The main purpose of this application is to provide a method, device and computer program product for calculating natural resource monitoring and supervision indicators, aiming to improve the accuracy and timeliness of the calculation of natural resource monitoring and supervision indicators.

[0004] To achieve the above objectives, the present application provides a method for calculating natural resource monitoring and supervision indicators, the method comprising:

[0005] Obtaining business scenario element information of a target natural resource monitoring and supervision indicator calculation business scenario, wherein the business scenario element information includes business data information, business indicator information, and business scenario information;

[0006] Constructing a business processing flow for the target natural resource monitoring and supervision indicator calculation business scenario based on the business data information, the business indicator information and the business scenario information;

[0007] Execute the business processing flow to handle the target natural resource monitoring and supervision indicator calculation business scenario.

[0008] In one embodiment, the business processing flow includes a data processing flow, an indicator processing flow and an outcome processing flow, wherein the data processing flow is used to obtain business data of the target natural resource monitoring and supervision indicator calculation business scenario and pre-process the business data, the indicator processing flow is used to calculate the business indicators of the target natural resource monitoring and supervision indicator calculation business scenario, and the outcome processing flow is used to generate the business outcomes of the target natural resource monitoring and supervision indicator calculation business scenario and visualize the business outcomes;

[0009] The step of constructing the business processing flow of the target natural resource monitoring and supervision indicator calculation business scenario according to the business data information, the business indicator information and the business scenario information comprises:

[0010] Constructing the data processing flow according to the business data information;

[0011] Constructing the indicator processing flow according to the business indicator information;

[0012] According to the business scenario information, the achievement processing flow is constructed.

[0013] In one embodiment, the step of constructing the data processing flow according to the business data information includes:

[0014] Parse the business data information to obtain the data source, data object, data range, data granularity and data field of the business data of the target natural resource monitoring and supervision indicator calculation business scenario;

[0015] The data processing flow is constructed according to the data source, the data object, the data range, the data granularity and the data field.

[0016] In one embodiment, the step of constructing the indicator processing flow according to the business indicator information includes:

[0017] Parsing the business indicator information to obtain the business indicators of the target natural resource monitoring and supervision indicator calculation business scenario and the calculation rules of the business indicators;

[0018] The indicator processing flow is constructed according to the business indicator and the calculation rule.

[0019] In one embodiment, the step of constructing the achievement processing flow according to the business scenario information includes:

[0020] Parse the business scenario information to obtain the scenario type, business role, business goal and achievement form of the target natural resource monitoring and supervision indicator calculation business scenario;

[0021] Determine a business outcome algorithm model for the target natural resource monitoring and supervision indicator calculation business scenario according to the scenario type, the business role, the business goal, and the business indicator, wherein the business outcome algorithm model is used to generate the business outcome of the target natural resource monitoring and supervision indicator calculation business scenario;

[0022] The achievement processing flow is constructed according to the achievement form and the business achievement algorithm model.

[0023] In one embodiment, the step of executing the business process flow includes:

[0024] Execute the data processing process to obtain business data of the target natural resource monitoring and supervision indicator calculation business scenario, and pre-process the business data;

[0025] Execute the indicator processing process to calculate the business indicator of the target natural resource monitoring and supervision indicator calculation business scenario according to the pre-processed business data and the calculation rules, and obtain the business indicator results of the business indicator;

[0026] Execute the results processing flow to generate the business results of the target natural resource monitoring and supervision indicator calculation business scenario based on the business indicator results and the business results algorithm model, and visualize the business results according to the results form.

[0027] In one embodiment, after the step of executing the indicator processing flow, the step further includes:

[0028] Conducting data evaluation on the business indicator results to obtain data evaluation results, wherein the data evaluation includes normative evaluation, integrity evaluation, consistency evaluation and authenticity evaluation;

[0029] If the data evaluation result is qualified, execute: the step of executing the result processing flow.

[0030] In one embodiment, the method further comprises:

[0031] If the data evaluation result is qualified, the business indicator results are managed;

[0032] The steps of managing the business indicator results include:

[0033] Based on the scenario type, the business indicator results are classified and graded to construct an indicator result catalog for the target natural resource monitoring and supervision indicator calculation business scenario;

[0034] Based on the indicator achievement catalog, the business indicator achievement is stored in a preset relational database in the form of a database table, and a mapping relationship is established between the indicator achievement catalog and the database table corresponding to the business indicator achievement.

[0035] In addition, to achieve the above-mentioned purpose, the present application also provides a natural resource monitoring and supervision indicator calculation device, which includes: a memory, a processor, and a computer program stored on the memory and executable on the processor, and the computer program is configured to implement the steps of the natural resource monitoring and supervision indicator calculation method as described above.

[0036] In addition, to achieve the above-mentioned purpose, the present application also provides a computer program product, which includes a computer program, and when the computer program is executed by a processor, it implements the steps of the natural resource monitoring and supervision indicator calculation method as described above.

[0037] The present application provides a method for calculating natural resource monitoring and regulatory indicators. The present application obtains business scenario element information of a target natural resource monitoring and regulatory indicator calculation business scenario to obtain business data information, business indicator information and business scenario information of the target natural resource monitoring and regulatory indicator calculation business scenario, thereby constructing a business processing flow of the target natural resource monitoring and regulatory indicator calculation business scenario based on the business data information, the business indicator information and the business scenario information, and then executing the business processing flow to process the target natural resource monitoring and regulatory indicator calculation business scenario, thereby realizing the process-based processing of the natural resource monitoring and regulatory indicator calculation business and improving the accuracy and timeliness of the natural resource monitoring and regulatory indicator calculation. BRIEF DESCRIPTION OF THE DRAWINGS

[0038] The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate embodiments consistent with the present application and, together with the description, serve to explain the principles of the present application.

[0039] In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the drawings required for use in the embodiments or the description of the prior art will be briefly introduced below. Obviously, for ordinary technicians in this field, other drawings can be obtained based on these drawings without paying any creative labor.

[0040] Figure 1 A flowchart diagram of the first embodiment of the method for calculating the natural resource monitoring and supervision indicators of this application;

[0041] Figure 2 A schematic diagram of the construction process of the business processing flow in the first embodiment of the method for calculating the natural resource monitoring and supervision indicators of this application;

[0042] Figure 3 This is a schematic diagram of the execution flow of the business processing flow in the first embodiment of the method for calculating the natural resource monitoring and supervision indicators of this application;

[0043] Figure 4 A flowchart diagram of a specific embodiment 1 of the method for calculating natural resource monitoring and supervision indicators of this application;

[0044] Figure 5 A flowchart diagram of a specific embodiment 2 of the method for calculating natural resource monitoring and supervision indicators of this application;

[0045] Figure 6A flowchart diagram of a specific embodiment 3 of the method for calculating natural resource monitoring and supervision indicators of this application;

[0046] Figure 7 This is a schematic diagram of the device structure of the hardware operating environment involved in the natural resource monitoring and supervision indicator calculation method in the embodiment of the present application.

[0047] The purpose, features and advantages of this application will be further described in conjunction with the embodiments and with reference to the accompanying drawings. DETAILED DESCRIPTION

[0048] It should be understood that the specific embodiments described herein are only used to explain the technical solutions of the present application and are not used to limit the present application.

[0049] In order to better understand the technical solution of the present application, a detailed description will be given below in conjunction with the accompanying drawings and specific implementation methods.

[0050] The main solution of the embodiment of the present application is: obtaining business scenario element information of the target natural resource monitoring and supervision indicator calculation business scenario, wherein the business scenario element information includes business data information, business indicator information and business scenario information; constructing a business processing flow of the target natural resource monitoring and supervision indicator calculation business scenario based on the business data information, the business indicator information and the business scenario information; executing the business processing flow to process the target natural resource monitoring and supervision indicator calculation business scenario.

[0051] Those skilled in the art will know that the calculation of natural resource monitoring and supervision indicators usually involves three types of business: statistical summary, thematic analysis, and comprehensive evaluation. Among them, statistical summary mainly refers to the collection, collation, and summary of basic information such as the quantity, quality, distribution, and utilization status of natural resources to form statistical data, providing basic data support for subsequent analysis and evaluation. Thematic analysis is an in-depth study and analysis of specific areas of natural resources. It usually focuses on a specific topic or issue, and uses professional statistical methods and model algorithms to reveal the trends, causes, and impacts of changes in natural resources, providing a scientific basis for solving specific problems. Comprehensive evaluation is a comprehensive evaluation of the overall status of natural resources, sustainable utilization capacity, and ecological protection effectiveness. It is usually based on statistical summary data and the results of thematic analysis, and uses a multi-indicator comprehensive evaluation model to conduct a comprehensive assessment of the status and development prospects of natural resources by combining qualitative and quantitative methods.

[0052] With the enrichment of natural resource data types, the increase in data volume, the improvement in data complexity, the expansion of application services and the diversification of user needs, the application scenarios of natural resources have developed in a diversified manner. The traditional method of manually searching for data, calculating data and producing results is gradually unable to meet the needs of actual business scenarios due to its low business processing efficiency.

[0053] The present application obtains the business scenario element information of the target natural resource monitoring and supervision indicator calculation business scenario, obtains the business data information, business indicator information and business scenario information of the target natural resource monitoring and supervision indicator calculation business scenario, and then constructs the business processing flow of the target natural resource monitoring and supervision indicator calculation business scenario according to the business data information, the business indicator information and the business scenario information, and then executes the business processing flow to process the target natural resource monitoring and supervision indicator calculation business scenario, realizes the process processing of the natural resource monitoring and supervision indicator calculation business, and improves the accuracy and timeliness of the natural resource monitoring and supervision indicator calculation.

[0054] It should be noted that the execution subject of this embodiment can be a computing service device with data processing, network communication and program running functions, such as a computer, a mobile phone, etc., or an electronic device capable of realizing the above functions, etc. The following takes a computer as an example to illustrate this embodiment and the following embodiments.

[0055] Based on this, the present application embodiment provides a method for calculating natural resource monitoring and supervision indicators, referring to Figure 1 , Figure 1 This is a flow chart of the first embodiment of the natural resource monitoring and supervision indicator calculation method of the present application.

[0056] In this embodiment, the natural resource monitoring and supervision index calculation method includes steps S100 to S300:

[0057] Step S100, obtaining business scenario element information of a target natural resource monitoring and supervision indicator calculation business scenario, wherein the business scenario element information includes business data information, business indicator information and business scenario information;

[0058] It should be noted that, in this embodiment, the natural resources monitoring and supervision indicator calculation business is divided into three categories: summary statistics, thematic analysis and comprehensive evaluation.

[0059] In this embodiment, when the user needs to process a specific actual business scenario under the summary statistics, thematic analysis or comprehensive evaluation of the calculation of natural resource monitoring and supervision indicators, the specific actual business scenario can be used as the target natural resource monitoring and supervision indicator calculation business, and the corresponding target natural resource monitoring and supervision indicator calculation business scenario can be constructed. For example, the summary statistics business of the current land use status of County A is used as the target natural resource monitoring and supervision indicator calculation business, and the summary statistics business scenario of the current land use status of County A is constructed as the corresponding target natural resource monitoring and supervision indicator calculation business scenario. For another example, the thematic analysis business of the ecosystem of Lake B is used as the target natural resource monitoring and supervision indicator calculation business, and the thematic analysis business scenario of the ecological resources of Lake B is constructed as the corresponding target natural resource monitoring and supervision indicator calculation business scenario. For another example, the comprehensive evaluation business of the renewable capacity of Forest C is used as the target natural resource monitoring and supervision indicator calculation business, and the comprehensive evaluation business of the renewable capacity of Forest C is constructed as the corresponding target natural resource monitoring and supervision indicator calculation business scenario.

[0060] In addition, it should be noted that business scenario element information is the key information element involved when users construct target natural resource monitoring and supervision indicator calculation business scenarios, including business data information, business indicator information and business scenario information. These information elements together constitute a comprehensive and accurate understanding and reproduction of the target natural resource monitoring and supervision indicator calculation business scenario. Among them, business data information includes information such as the data source, data object, data range, data granularity and data field of the business data of the target natural resource monitoring and supervision indicator calculation business scenario; business indicator information includes business indicators and their calculation rules of the target natural resource monitoring and supervision indicator calculation business scenario; business scenario information includes information such as the scenario type, business role, business objectives and results form of the target natural resource monitoring and supervision indicator calculation business scenario.

[0061] Step S200, constructing a business processing flow of the target natural resource monitoring and supervision indicator calculation business scenario according to the business data information, the business indicator information and the business scenario information;

[0062] It should be noted that the business processing flow refers to a workflow that is designed and constructed for the target natural resource monitoring and supervision indicator calculation business scenario based on the business data information, business indicator information and business scenario information input by the user, and can be executed and processed by a computer.

[0063] This embodiment constructs a business processing flow for the target natural resource monitoring and supervision indicator calculation business scenario based on the business data information, business indicator information and business scenario information input by the user, and then the business processing flow is executed by a computer to realize the business-oriented, process-oriented and automated processing of the target natural resource monitoring and supervision indicator calculation. There is no need for manual data query, data calculation and result generation, which greatly improves the business processing efficiency of the natural resource monitoring and supervision indicator calculation.

[0064] In addition, please refer to Figure 2 , Figure 2 This is a schematic diagram of the construction process of the business processing flow in Example 1 of the natural resource monitoring and supervision indicator calculation method of the present application. In a feasible implementation manner, the business processing flow includes a data processing flow, an indicator processing flow and an outcome processing flow, wherein the data processing flow is used to obtain the business data of the target natural resource monitoring and supervision indicator calculation business scenario and pre-process the business data, the indicator processing flow is used to calculate the business indicators of the target natural resource monitoring and supervision indicator calculation business scenario, the outcome processing flow is used to generate the business outcomes of the target natural resource monitoring and supervision indicator calculation business scenario and visualize the business outcomes, step S200 includes steps S210 to S230:

[0065] Step S210, constructing the data processing flow according to the business data information;

[0066] In this embodiment, the data processing process is used to obtain the business data of the target natural resource monitoring and supervision indicator calculation business scenario, and pre-process the business data, including unifying the data format, merging field attributes, unifying coordinate information, etc. It is not difficult to understand that the data processing process can be subdivided into a data acquisition process for obtaining business data, and a data pre-processing process for pre-processing business data. Among them, business data refers to all original data and preliminarily processed data sets involved in the calculation of natural resource monitoring and supervision indicators in the business scenario of natural resource monitoring and supervision indicators calculation.

[0067] It is not difficult to understand that the business data of the target natural resource monitoring and supervision indicator calculation business scenario is determined based on the business data information input by the user.

[0068] It is worth mentioning that when constructing the data processing process, you can also combine business indicator information and business scenario information. By analyzing the business indicator information and business scenario information, you can determine the business needs and business indicators to assist in determining which business data need to be processed for the target natural resource monitoring and supervision indicator calculation business scenario, and how to pre-process these business data.

[0069] In a feasible implementation, step S210 may include steps S211 to S212:

[0070] Step S211, parsing the business data information to obtain the data source, data object, data range, data granularity and data field of the business data of the target natural resources monitoring and supervision indicator calculation business scenario;

[0071] In this implementation, data sources refer to the channels through which raw data is collected or the systems, platforms, organizations or individuals that generate data, including but not limited to:

[0072] Public reports or databases provided by official statistical departments; first-hand information obtained through direct on-site measurements and surveys; data monitored by modern technologies such as remote sensing satellites and drones; internal records of natural resource management systems, such as land registration books and mineral resource management systems; and shared data from other third-party service agencies, research institutions or enterprises.

[0073] In this implementation, data objects are core entities that are described, analyzed, or tracked in business data. In the field of natural resources, data objects refer to specific natural resource entities or their related activities, including but not limited to:

[0074] Land resources: specific plots of land, land use categories, land quality grades, etc.; mineral resources: mineral deposits, ore types, reserves and grades, etc.; water resources: water bodies, water sources, water quality conditions, water volume changes, etc.; biological resources: forest coverage rate, vegetation types, and the number of wild animal and plant populations, etc.

[0075] In this implementation, the data scope refers to the coverage of data in the temporal and spatial dimensions, including:

[0076] Time range: the time span of data records, such as year, quarter, month or even specific date; Spatial range: the geographical area covered by the data, which can range from the world to cities, towns and even accurate to longitude and latitude coordinates; Hierarchical range: business management level, such as national policy data, provincial planning data, municipal and county operation data, etc.

[0077] In this embodiment, the data granularity reflects the degree of data refinement. It is not difficult to understand that coarse-grained data only provides an overall overview, while fine-grained data contains more detailed information.

[0078] In this embodiment, data fields are basic elements constituting the data table structure, and each field represents a specific attribute or variable, including but not limited to:

[0079] Basic attribute fields: natural resource ID, name, location, classification, status, etc.; quantity indicator fields: total resource amount, remaining recoverable reserves, mined amount, etc.; quality indicator fields: soil fertility level, ore grade, water quality level, etc.; management attribute fields: ownership, license validity period, development and utilization plan, etc.; dynamic change fields: resource update time, environmental impact assessment, sustainable utilization assessment, etc.

[0080] Step S212, constructing the data processing flow according to the data source, the data object, the data range, the data granularity and the data field.

[0081] It should be noted that when the user constructs the corresponding target natural resource monitoring and supervision indicator calculation business scenario for the target natural resource monitoring and supervision indicator calculation business, it is necessary to analyze the business data that may be involved in the target natural resource monitoring and supervision indicator calculation business in advance, determine the data source, data object, data range, data granularity and data field of the business data involved in the target natural resource monitoring and supervision indicator calculation business, and organize it into business data information and input it into the computer as one of the business scenario element information for constructing the target natural resource monitoring and supervision indicator calculation business scenario, so that after the computer parses the business data information, it can construct the data processing flow of the target natural resource monitoring and supervision indicator calculation business scenario according to the preset rules specifically used to construct the data processing flow or the preset data processing flow construction template, thereby realizing the automatic construction of the data processing flow.

[0082] It is not difficult to understand that this embodiment can provide a visual interface for users to check or edit the data source, data object, data range, data granularity and data field of the business data required for the current natural resource monitoring and supervision indicator calculation business, and check or edit the pre-processing method of the business data, thereby forming business data information and inputting it into the system. In addition, this embodiment can also record the business data information of the historical natural resource monitoring and supervision indicator calculation business, so that users can select the business indicator information closest to the current natural resource monitoring and supervision indicator calculation business for modification and adjustment, so that users can determine the business data and its pre-processing method involved in the current natural resource monitoring and supervision indicator calculation business.

[0083] Step S220, constructing the indicator processing flow according to the business indicator information;

[0084] In this embodiment, the indicator processing flow is used to calculate the business indicators of the target natural resource monitoring and supervision indicator calculation business scenario. Among them, the business indicators are key quantitative indicators used to measure and evaluate the important characteristics and performances of various business activities, resource conditions, management efficiency, environmental protection, etc. in the natural resource monitoring and supervision indicator calculation business scenario.

[0085] It is not difficult to understand that the business indicators of the target natural resource monitoring and supervision indicator calculation business scenario are determined by the business indicator information input by the user.

[0086] It is worth mentioning that when constructing the data processing process, you can also combine business data information and business scenario information. By analyzing the business data information and business scenario information, you can determine the business needs and business data to assist in determining which business indicators need to be calculated for the target natural resource monitoring and supervision indicator calculation business scenario, and how to calculate these business indicators based on the business data.

[0087] In a feasible implementation, step S220 may include steps S221 to S222:

[0088] Step S221, parsing the business indicator information to obtain the business indicators of the target natural resource monitoring and supervision indicator calculation business scenario and the calculation rules of the business indicators;

[0089] It should be noted that, according to actual needs, the business indicator can be a value indicator such as the number of natural resource types, cultivated land area, mineral resource reserves, or a map indicator such as forest spatial distribution, as well as other types of indicators. Correspondingly, when the business indicator is a value indicator, the calculation rule is the formula definition of the value indicator, and when the business indicator is a map indicator, the calculation rule is the generation formula or algorithm model of the map indicator.

[0090] Step S222: construct the indicator processing flow according to the business indicator and the calculation rule.

[0091] It should be noted that when the user constructs a corresponding target natural resource monitoring and supervision indicator calculation business scenario for the target natural resource monitoring and supervision indicator calculation business, it is necessary to analyze the business indicators that may be involved in the target natural resource monitoring and supervision indicator calculation business in advance, determine the business indicators and their calculation rules involved in the target natural resource monitoring and supervision indicator calculation business, and organize them into business indicator information and input them into the computer as one of the business scenario element information for constructing the target natural resource monitoring and supervision indicator calculation business scenario, so that after the computer parses the business indicator information, it can construct the indicator processing process of the target natural resource monitoring and supervision indicator calculation business scenario according to the preset rules specifically used to construct the indicator processing process or the preset indicator processing process construction template, thereby realizing the automated construction of the indicator processing process.

[0092] It is not difficult to understand that this embodiment can provide a visual interface for users to check or edit the business indicators that need to be calculated for this natural resource monitoring and supervision indicator calculation business, and check or edit the calculation rules of the business indicators, thereby forming business indicator information and inputting it into the system. In addition, this embodiment can also record the business indicator information of the historical natural resource monitoring and supervision indicator calculation business, so that users can select the business indicator information closest to the current natural resource monitoring and supervision indicator calculation business for modification and adjustment, so as to facilitate users to determine the business indicators and their calculation methods involved in this natural resource monitoring and supervision indicator calculation business.

[0093] It is worth mentioning that users can also select the calculation method of indicators through this visualization interface, and specify parallel computing, distributed spatial computing or grid computing to calculate business indicators. For example, it is specified that the calculation business of natural resource monitoring and supervision indicators of the comprehensive evaluation type adopts the grid calculation method, and it is specified that the calculation business of natural resource monitoring and supervision indicators of multiple data sources adopts the distributed spatial calculation method.

[0094] It is not difficult to understand that when the user does not specify a calculation method, this implementation can automatically match a suitable calculation method by analyzing business data information, business indicator information, and business scenario information.

[0095] Step S230: construct the achievement processing flow according to the business scenario information.

[0096] In this embodiment, the result processing flow is used to generate the business results of the target natural resource monitoring and supervision indicator calculation business scenario and visualize the business results. Among them, the business results refer to the results or outputs with substantial significance and value generated in the process of executing the natural resource monitoring and supervision indicator calculation business scenario.

[0097] It is not difficult to understand that the business results of the target natural resource monitoring and supervision indicator calculation business scenario are closely related to the business scenario information input by the user.

[0098] It is worth mentioning that when constructing the results processing flow, you can also combine business indicator information and business data information, and determine the business data and business indicators by analyzing the business indicator information and business data information to assist in determining what business results need to be generated for the target natural resource monitoring and supervision indicator calculation business scenario, and how to generate the business results.

[0099] In a feasible implementation, step S230 may include steps S231 to S233:

[0100] Step S231, parsing the business scenario information to obtain the scenario type, business role, business goal and achievement form of the target natural resource monitoring and supervision indicator calculation business scenario;

[0101] In this embodiment, the scenario type is a different category divided according to the specific content and nature of natural resource management, protection, utilization and other activities. According to the scenario type, it can be determined what type of operation or activity scenario the target natural resource monitoring and supervision indicator calculation business scenario belongs to. The scenario type is mainly divided into three categories: summary statistics, thematic analysis and comprehensive evaluation. According to actual needs, it can be subdivided into more specific scenario types, such as land resource summary statistics, forest spatial distribution summary statistics, facility agricultural land thematic analysis, and construction land suitability comprehensive evaluation.

[0102] In this implementation, business roles refer to participants who assume different functions and responsibilities in a business scenario, mainly divided into executors, decision makers, and managers. It is not difficult to understand that the focus of natural resource monitoring and regulatory indicator calculation business processing for different business roles is different, and the processing flow of the target natural resource monitoring and regulatory indicator calculation business scenario needs to be adjusted accordingly.

[0103] In this implementation, the business objective is the core purpose that is expected to be achieved in natural resource management activities. It is not difficult to understand that even if the business scenario is the same, when the business objectives are different, the focus will also change, and the processing flow or algorithm model needs to be adjusted accordingly, or even different business indicators need to be designed to achieve the business objective.

[0104] In this implementation mode, the form of the results is the specific form (i.e., visual form) in which the business results are presented after the natural resources monitoring and supervision indicator calculation business activities are completed, mainly including statistical charts, statistical tables, thematic maps, knowledge graphs, file reports, etc.

[0105] It is not difficult to understand that, according to the needs of actual business scenarios, the form of the results can be further refined and more specific templates can be applied. For example, natural resource land type spatial distribution thematic map template, natural resource land type element line drawing template, provincial natural resource land type area summary table template, land use change analysis report template, etc. The above templates are all pre-built and stored in the computer. The computer selects the appropriate template for application according to actual needs, so as to facilitate the standardized and scientific visualization output of business results, realize the flexible assembly of various indicator results and rich visualization expression, and effectively solve the problem of visualization scene solidification under the traditional model.

[0106] Step S232, determining a business outcome algorithm model for the target natural resource monitoring and supervision indicator calculation business scenario according to the scenario type, the business role, the business goal, and the business indicator, wherein the business outcome algorithm model is used to generate the business outcome of the target natural resource monitoring and supervision indicator calculation business scenario;

[0107] It should be noted that this implementation method designs and constructs corresponding business results algorithm models for different natural resource monitoring and supervision indicator calculation businesses, which are used to generate final business results based on the business indicator results of various business indicators calculated by the indicator processing process. The business results algorithm model can be a statistical model, a machine learning model, or a rule-based system, depending on the actual business needs. The business results algorithm model can convert business indicator results into business results according to business goals through aggregation, assembly, etc., to meet actual business needs.

[0108] Step S233, constructing the achievement processing flow according to the achievement form and the business achievement algorithm model.

[0109] It should be noted that when the user constructs the corresponding target natural resource monitoring and supervision indicator calculation business scenario for the target natural resource monitoring and supervision indicator calculation business, he / she should analyze the scenario types, business objectives, business roles and results forms that may be involved in the target natural resource monitoring and supervision indicator calculation business in advance, and organize them into business scenario information and input them into the computer as one of the business scenario element information for constructing the target natural resource monitoring and supervision indicator calculation business scenario, so that after the computer parses the business scenario information, it can construct the results processing flow of the target natural resource monitoring and supervision indicator calculation business scenario according to the preset rules specifically used to construct the results processing flow or the preset results processing flow construction template, thereby realizing the automated construction of the results processing flow.

[0110] It is not difficult to understand that this implementation can provide a visual interface for users to check or edit the scenario type, business role, business goal and result form of this natural resource monitoring and supervision indicator calculation business in the visual interface, thereby forming business scenario information and inputting it into the system. In addition, this implementation can also record the business data information of the historical natural resource monitoring and supervision indicator calculation business, so that users can select the business scenario information closest to the current natural resource monitoring and supervision indicator calculation business for modification and adjustment, so as to facilitate users to determine the goals of this natural resource monitoring and supervision indicator calculation business.

[0111] Furthermore, users can also directly specify business outcome algorithm models through the visual interface.

[0112] It is worth mentioning that when users construct the target natural resource monitoring and supervision indicator calculation business scenario, they first determine the business scenario information, and then determine the business data information and business indicator information based on the business scenario information. That is, users can first determine the business scenario information through the visualization interface, and then determine the business data information and business indicator information, so that the business data information and business indicator information are more closely associated with the target natural resource monitoring and supervision indicator calculation business scenario, and the construction of the target natural resource monitoring and supervision indicator calculation business scenario is clearer, thereby improving the efficiency and quality of users in constructing target natural resource monitoring and supervision indicator calculation business scenarios.

[0113] Step S300, execute the business processing flow to process the target natural resource monitoring and supervision indicator calculation business scenario.

[0114] Please refer to Figure 3 , Figure 3 This is a schematic diagram of the execution flow of the business process in Example 1 of the natural resource monitoring and supervision indicator calculation method of this application. In a feasible implementation, step S300 may include steps S310 to S330:

[0115] Step S310, executing the data processing process to obtain business data of the target natural resource monitoring and supervision indicator calculation business scenario, and preprocessing the business data;

[0116] Step S320, executing the indicator processing flow to calculate the business indicator of the target natural resource monitoring and supervision indicator calculation business scenario according to the pre-processed business data and the calculation rule, and obtaining the business indicator result of the business indicator;

[0117] Step S330, execute the result processing flow to generate the business results of the target natural resource monitoring and supervision indicator calculation business scenario according to the business indicator results and the business result algorithm model, and visualize the business results according to the result form.

[0118] In this implementation, the business indicator result of the business indicator refers to the calculation result of the business indicator obtained by calculating the corresponding calculation rule.

[0119] This implementation method obtains the business data of the target natural resource monitoring and supervision indicator calculation business scenario by executing the data processing process, and pre-processes the business data to improve the calculation efficiency of the business indicators and the accuracy of the business indicator results. The business indicators of the target natural resource monitoring and supervision indicator calculation business scenario are calculated by executing the indicator processing process, and the business indicator results are calculated quickly and accurately, thereby improving the business processing efficiency and the reliability of the business results of the target natural resource monitoring and supervision indicator calculation business. The business results of the target natural resource monitoring and supervision indicator calculation business scenario are generated through the result processing process, and the business results are visualized according to the result form input by the user, thereby realizing flexible assembly and rich visual expression of various business indicator results, and solving the problem of visual solidification of business results under the traditional model.

[0120] The above is only a feasible implementation of step S300 provided in this embodiment. This embodiment does not specifically limit the specific implementation of step S300. In another feasible implementation, step S320 may further include steps A10 to A20:

[0121] Step S10: Performing data evaluation on the business indicator results to obtain data evaluation results, wherein the data evaluation includes normative evaluation, integrity evaluation, consistency evaluation and authenticity evaluation;

[0122] Step A20: If the data evaluation result is qualified, execute: the step of executing the result processing flow.

[0123] It should be noted that data evaluation refers to the evaluation of indicator results (i.e. business indicator results) from the perspectives of standardization, completeness, consistency and authenticity.

[0124] Those skilled in the art will know that normative evaluation is used to check whether the indicator results comply with predetermined industry standards, national standards, international standards or internal management specifications, including whether the data format is correct, whether the measurement units are unified, and whether the calculation method is reasonable. Integrity evaluation is used to evaluate whether the indicator results are comprehensive, that is, whether all factors and dimensions that should be considered are covered, whether there are missing or missing data, and to ensure that the data can fully reflect the actual situation of the natural resources monitoring and supervision indicator calculation business scenario. Consistency evaluation is used to compare whether there are obvious conflicts or discrepancies between similar indicator results calculated from different sources, different time periods, and different departments, to ensure the consistency and coordination of data, and avoid analysis and decision-making errors due to inconsistent data. Authenticity evaluation is used to verify the authenticity of indicator results, that is, whether the data truly reflects the actual status and changes of natural resources, and whether there are problems such as false reporting, concealment, and misreporting. The authenticity of the data can be verified by comparing historical data, on-site verification, and third-party audits.

[0125] This implementation method can use a preset algorithm model specifically used for data evaluation of indicator results to conduct normative evaluation, integrity evaluation, consistency evaluation and authenticity evaluation on the indicator results calculated by the algorithm processing flow, and judge whether the indicator results meet the normativeness, integrity, consistency and authenticity based on the output of the algorithm model, so as to ensure the accuracy and credibility of the indicator results and provide high-quality indicator result support for the processing of target natural resource monitoring and supervision indicator calculation business scenarios.

[0126] It is not difficult to understand that when the indicator results meet the requirements of standardization, integrity, consistency and authenticity at the same time, the data evaluation results of the indicator results can be judged as qualified, and the results processing flow can continue to be executed. When the indicator results cannot meet the requirements of standardization, integrity, consistency and authenticity at the same time, the data evaluation results of the indicator results can be judged as unqualified, and the computer will output an unqualified indicator result prompt to remind the staff to make corrections or supplements to ensure the smooth progress of the subsequent results processing flow and the effectiveness of the final business results.

[0127] Furthermore, in a feasible implementation manner, the method further includes:

[0128] Step T10, if the data evaluation result is qualified, then the business indicator results are managed;

[0129] The steps of managing the business indicator results include:

[0130] Step T11, based on the scenario type, classifying and grading the business indicator results, so as to construct an indicator result catalog for the target natural resource monitoring and supervision indicator calculation business scenario;

[0131] In this embodiment, the indicator achievement management includes indicator achievement classification, indicator achievement grading, indicator achievement catalog construction and indicator achievement storage.

[0132] Among them, indicator result classification is a process of grouping indicator results according to their nature, source or field of action. For example, indicators can be divided into categories such as ecological benefit indicators, resource utilization efficiency indicators, and environmental protection indicators, so that similar or related indicators are grouped together for easy management and analysis. Indicator result grading refers to dividing indicators into different levels, such as key indicators (KPIs), secondary indicators, reference indicators, etc., according to their importance, influence or urgency for business decisions. Grading helps to highlight the key points and give priority to and analyze the indicators that have the greatest impact on business goals.

[0133] Step T12: based on the indicator achievement catalog, the business indicator achievement is stored in a preset relational database in the form of a database table, and a mapping relationship is established between the indicator achievement catalog and the database table corresponding to the business indicator achievement.

[0134] It should be noted that the indicator results catalog is a structured catalog system used to systematically organize and manage all business indicator results. Based on the classification and grading of indicators, it classifies indicator results according to their role, importance and function in the specific natural resource monitoring and supervision indicator calculation business scenario, so that users can quickly locate and understand the meaning and relationship of each indicator.

[0135] As known to those skilled in the art, a relational database is a database management system based on a relational model, which uses tables to store data and connects different tables through a series of predefined relationships (such as foreign keys) to achieve association queries and data integrity between data. In a relational database, a database table is a two-dimensional structure consisting of rows and columns, which is used to store specific types of data. Each table represents a class of entities or concepts, whose columns define the attributes of the entity, and the rows record the instances of the entity. In this embodiment, the business indicator results are converted into a database table for storage, each row represents a specific indicator result record, and each column corresponds to an attribute or measurement value of the indicator result.

[0136] In this implementation mode, when the data evaluation result is qualified, the business indicator results are managed. Through the classification and grading of indicator results, the orderly organization of data is achieved, making the management of massive indicator data more efficient, easy to maintain and update. In addition, the indicator grading also highlights the key indicators, helping decision makers to quickly focus on the business areas with the greatest impact, accelerate the decision-making process, and improve the quality of decision-making. Indicator classification helps to ensure that all indicators are closely centered on the strategic goals of the target natural resource monitoring and supervision indicator calculation business scenario, avoiding irrelevant indicators from interfering with decision-making.

[0137] At the same time, this implementation also establishes a mapping relationship between the indicator achievement catalog and the database table, so that users can quickly locate the corresponding database table in the database according to the catalog, thereby improving the convenience and accuracy of data query.

[0138] It is worth mentioning that, considering that some of the business indicator results generated through the indicator processing process are graphical results or other non-numerical results, this implementation method stores such non-numerical results in a non-relational database after establishing the indicator result directory, and accordingly establishes a mapping relationship between it and the indicator result directory.

[0139] It is not difficult to understand that this implementation method executes the results processing flow only after conducting indicator results management and establishing an indicator results directory to associate and store various business indicator results in the corresponding database. Therefore, through the indicator results directory and the direct mapping relationship between the indicator results directory and the business indicator results, the efficiency of querying business indicator results when executing the results processing flow is improved, thereby improving the speed of generating business results by the results processing flow.

[0140] The present application provides a method for calculating natural resource monitoring and regulatory indicators. The present application obtains business scenario element information of a target natural resource monitoring and regulatory indicator calculation business scenario to obtain business data information, business indicator information and business scenario information of the target natural resource monitoring and regulatory indicator calculation business scenario, thereby constructing a business processing flow of the target natural resource monitoring and regulatory indicator calculation business scenario based on the business data information, the business indicator information and the business scenario information, and then executing the business processing flow to process the target natural resource monitoring and regulatory indicator calculation business scenario, thereby realizing automated processing of the natural resource monitoring and regulatory indicator calculation business, and greatly improving the processing efficiency of the natural resource monitoring and regulatory indicator calculation business.

[0141] It should be noted that the above examples are only used to understand the present application and do not constitute a limitation on the calculation method of natural resource monitoring and supervision indicators of the present application. More simple transformations based on this technical concept are all within the scope of protection of the present application.

[0142] In order to facilitate understanding of the technical concept or technical principle of the above-mentioned embodiment of the method for calculating natural resource monitoring and supervision indicators of the present application, specific embodiments one to three are listed. Specific embodiment one:

[0144] Please refer to Figure 4 In the first specific embodiment, the target natural resource monitoring and supervision indicator calculation business scenario is a single natural resource indicator summary statistics scenario, that is, when processing the target natural resource monitoring and supervision indicator calculation business scenario, only one data source needs to be connected. At this time, after parsing the business data information of the target natural resource monitoring and supervision indicator calculation business scenario, the data source of the business data of the target natural resource monitoring and supervision indicator calculation business scenario is obtained as a single natural resource data source, and the data processing flow obtained by the system construction includes:

[0145] According to the data source, automatically connect a single natural resource data source;

[0146] After a single natural resource data source is successfully attached, layer analysis and attribute field extraction are performed on the single natural resource data source based on the parsed data objects, data ranges, data granularity, and data fields, from which layer attribute fields such as administrative divisions, land type codes, land type names, land type areas, and land type patches are obtained, thereby obtaining business data for the target natural resource monitoring and supervision indicator calculation business scenario, and preprocessing the business data.

[0147] Specific implementation example 1, after executing the data processing flow of a single natural resource data source, executes the indicator processing flow of single indicator summary statistics through the parallel computing method and preset statistical rules (i.e., calculation rules), so as to calculate the business indicators of the target natural resource monitoring and supervision indicator calculation business scenario according to the preprocessed business data and the corresponding calculation rules, and obtain the business indicator results of the business indicators, and then execute the corresponding result processing flow to complete the single indicator summary statistics at the provincial, municipal, county, township or village level, obtain the business results of the single natural resource indicator summary statistics scenario and visualize them. Specific embodiment 2:

[0149] Please refer to Figure 5 In the second specific embodiment, the target natural resource monitoring and supervision indicator calculation business scenario is a comprehensive natural resource indicator summary statistics scenario, that is, when processing the target natural resource monitoring and supervision indicator calculation business scenario, there are multiple data sources that need to be connected. At this time, after parsing the business data information of the target natural resource monitoring and supervision indicator calculation business scenario, the data source of the business data of the target natural resource monitoring and supervision indicator calculation business scenario is obtained as a multi-source natural resource data source (that is, multiple natural resource data sources), and the data processing flow obtained by the system construction includes:

[0150] According to the data source, automatically connect multiple natural resource data sources;

[0151] After the multi-source natural resource data source is successfully connected, based on the parsed data objects, data ranges, data granularity and data fields, the corresponding model algorithms and distributed spatial computing methods are used to perform layer overlay analysis on multiple layers of the multi-source natural resource data source, and complete attribute assignment to obtain business data for the target natural resource monitoring and supervision indicator calculation business scenario, and pre-process the business data, that is, data processing.

[0152] Specific embodiment 2, after executing the data processing flow of multi-source natural resource data sources, executes the indicator processing flow of comprehensive indicator summary statistics through the calculation method of distributed spatial computing and preset statistical rules, so as to calculate the business indicators of the target natural resource monitoring and supervision indicator calculation business scenario according to the pre-processed business data and the corresponding calculation rules, and obtain the business indicator results of the business indicators, and then execute the corresponding result processing flow to complete the comprehensive indicator summary statistics at the provincial, municipal, county, township or village level, obtain the business results of the comprehensive natural resource indicator summary statistics scenario and visualize them. Specific embodiment three:

[0154] Please refer to Figure 6 In the third specific embodiment, the target natural resource monitoring and supervision indicator calculation business scenario is a customized natural resource indicator summary statistics scenario, that is, when processing the target natural resource monitoring and supervision indicator calculation business scenario, the data source required to be attached is a temporary natural resource data source (that is, a temporarily attached natural resource data source, such as intermediate data generated when a system that processes natural resource data business executes a task), and there can be multiple temporary natural resource data sources. At this time, after parsing the business data information of the target natural resource monitoring and supervision indicator calculation business scenario, the data source of the business data of the target natural resource monitoring and supervision indicator calculation business scenario is obtained as a temporary natural resource data source, and the data processing flow obtained by the system construction includes:

[0155] According to the data source, automatically connect the temporary natural resource data source;

[0156] After the temporary natural resource data source is successfully attached, the corresponding calculation method and model algorithm are used to analyze and assign attributes to one or more layers of the temporary natural resource data source according to the parsed data objects, data ranges, data granularity and data fields, so as to obtain the business data of the target natural resource monitoring and supervision indicator calculation business scenario, and pre-process the business data.

[0157] Specific embodiment three, after executing the data processing flow of the temporary natural resource data source, through the calculation method of parallel calculation or distributed space calculation (when there is one temporary natural resource data source, the calculation method of parallel calculation is adopted, and when there are multiple temporary natural resource data sources, the calculation method of distributed space calculation is adopted), combined with the corresponding statistical rules, the indicator processing flow of comprehensive indicator summary statistics is executed to calculate the business indicators of the target natural resource monitoring and supervision indicator calculation business scenario according to the pre-processed business data and the corresponding calculation rules, and obtain the business indicator results of the business indicators, and then execute the corresponding result processing flow to complete the comprehensive indicator summary statistics at the provincial, municipal, county, township or village level, and obtain the business results of the custom natural resource indicator summary statistics scenario and visualize them.

[0158] It is worth mentioning that when the target natural resource monitoring and supervision indicator calculation business scenario is a comprehensive evaluation type, whether it is a single natural resource monitoring and supervision indicator calculation business scenario, a comprehensive natural resource monitoring and supervision indicator calculation business scenario, or a customized natural resource monitoring and supervision indicator calculation business scenario, a grid calculation method is used to execute the indicator processing process.

[0159] In addition, please refer to Figure 7 , Figure 7 This is a schematic diagram of the device structure of the hardware operating environment involved in the natural resource monitoring and supervision indicator calculation method in the embodiment of the present application.

[0160] The present application provides a natural resource monitoring and supervision indicator calculation device, which includes: at least one processor; and a memory communicatively connected to the at least one processor; wherein the memory stores instructions that can be executed by the at least one processor, and the instructions are executed by the at least one processor so that the at least one processor can execute the natural resource monitoring and supervision indicator calculation method in the above-mentioned embodiment one.

[0161] Reference below Figure 7 , which shows a schematic diagram of the structure of a natural resource monitoring and supervision indicator calculation device suitable for implementing the embodiment of the present application. The natural resource monitoring and supervision indicator calculation device in the embodiment of the present application may include but is not limited to mobile terminals such as mobile phones, laptops, digital broadcast receivers, PDAs (Personal Digital Assistants), PADs (Portable Application Descriptions), PMPs (Portable Media Players), vehicle-mounted terminals (such as vehicle-mounted navigation terminals), etc., and fixed terminals such as digital TVs, desktop computers, etc. Figure 7The natural resource monitoring and supervision indicator calculation device shown is merely an example and should not bring any limitation to the functions and scope of use of the embodiments of the present application.

[0162] like Figure 7 As shown, the natural resource monitoring and supervision indicator calculation device may include a processing device 1001 (such as a central processing unit, a graphics processing unit, etc.), which can perform various appropriate actions and processes according to the program stored in the read-only memory (ROM: Read Only Memory) 1002 or the program loaded from the storage device 1003 to the random access memory (RAM: Random Access Memory) 1004. In RAM1004, various programs and data required for the operation of the natural resource monitoring and supervision indicator calculation device are also stored. The processing device 1001, ROM1002 and RAM1004 are connected to each other through a bus 1005. An input / output (I / O) interface 1006 is also connected to the bus. Typically, the following systems can be connected to the I / O interface 1006: input devices 1007 including, for example, a touch screen, a touchpad, a keyboard, a mouse, an image sensor, a microphone, an accelerometer, a gyroscope, etc.; output devices 1008 including, for example, a liquid crystal display (LCD), a speaker, a vibrator, etc.; storage devices 1003 including, for example, a magnetic tape, a hard disk, etc.; and communication devices 1009. The communication device 1009 can allow the natural resource monitoring and supervision indicator calculation device to communicate wirelessly or wired with other devices to exchange data. Although the figure shows a natural resource monitoring and supervision indicator calculation device with various systems, it should be understood that it is not required to implement or have all the systems shown. More or fewer systems may be implemented or provided alternatively.

[0163] In particular, according to the embodiments disclosed in the present application, the process described above with reference to the flowchart can be implemented as a computer software program. For example, the embodiments disclosed in the present application include a computer program product, which includes a computer program carried on a computer-readable medium, and the computer program includes a program code for executing the method shown in the flowchart. In such an embodiment, the computer program can be downloaded and installed from a network through a communication device, or installed from a storage device 1003, or installed from a ROM 1002. When the computer program is executed by the processing device 1001, the above-mentioned functions defined in the method of the embodiment disclosed in the present application are executed.

[0164] The natural resource monitoring and supervision indicator calculation device provided by this application adopts the natural resource monitoring and supervision indicator calculation method in the above embodiment, which can improve the accuracy and timeliness of the calculation of natural resource monitoring and supervision indicators. Compared with the prior art, the beneficial effects of the natural resource monitoring and supervision indicator calculation device provided by this application are the same as the beneficial effects of the natural resource monitoring and supervision indicator calculation method provided by the above embodiment, and the other technical features in the natural resource monitoring and supervision indicator calculation device are the same as the features disclosed in the method of the previous embodiment, which will not be repeated here.

[0165] It should be understood that the various parts disclosed in this application can be implemented by hardware, software, firmware or a combination thereof. In the description of the above embodiments, specific features, structures, materials or characteristics can be combined in any one or more embodiments or examples in a suitable manner.

[0166] The above is only a specific implementation of the present application, but the protection scope of the present application is not limited thereto. Any person skilled in the art who is familiar with the present technical field can easily think of changes or substitutions within the technical scope disclosed in the present application, which should be included in the protection scope of the present application. Therefore, the protection scope of the present application should be based on the protection scope of the claims.

[0167] The present application also provides a computer program product, including a computer program, which, when executed by a processor, implements the steps of the above-mentioned method for calculating natural resource monitoring and supervision indicators.

[0168] The computer program product provided by this application can improve the accuracy and timeliness of the calculation of natural resource monitoring and supervision indicators. Compared with the prior art, the beneficial effects of the computer program product provided by this application are the same as the beneficial effects of the natural resource monitoring and supervision indicator calculation method provided by the above embodiment, and will not be repeated here.

[0169] The above descriptions are only some embodiments of the present application, and are not intended to limit the patent scope of the present application. All equivalent structural changes made using the contents of the present application specification and drawings under the technical concept of the present application, or direct / indirect applications in other related technical fields are included in the patent protection scope of the present application.

Claims

1. A method for calculating natural resource monitoring and supervision indicators, characterized in that: The method comprises: Obtaining business scenario element information of a target natural resource monitoring and supervision indicator calculation business scenario, wherein the business scenario element information includes business data information, business indicator information, and business scenario information; Constructing a business processing flow for the target natural resource monitoring and supervision indicator calculation business scenario based on the business data information, the business indicator information and the business scenario information; Execute the business processing flow to handle the target natural resource monitoring and supervision indicator calculation business scenario.

2. The method for calculating natural resource monitoring and supervision indicators according to claim 1, characterized in that: The business processing flow includes a data processing flow, an indicator processing flow and an outcome processing flow, wherein the data processing flow is used to obtain business data of the target natural resource monitoring and supervision indicator calculation business scenario and pre-process the business data, the indicator processing flow is used to calculate the business indicators of the target natural resource monitoring and supervision indicator calculation business scenario, and the outcome processing flow is used to generate the business outcomes of the target natural resource monitoring and supervision indicator calculation business scenario and visualize the business outcomes; The step of constructing the business processing flow of the target natural resource monitoring and supervision indicator calculation business scenario according to the business data information, the business indicator information and the business scenario information comprises: Constructing the data processing flow according to the business data information; Constructing the indicator processing flow according to the business indicator information; According to the business scenario information, the achievement processing flow is constructed.

3. The method for calculating natural resource monitoring and supervision indicators according to claim 2, characterized in that: The step of constructing the data processing flow according to the business data information includes: Parse the business data information to obtain the data source, data object, data range, data granularity and data field of the business data of the target natural resource monitoring and supervision indicator calculation business scenario; The data processing flow is constructed according to the data source, the data object, the data range, the data granularity and the data field.

4. The method for calculating natural resource monitoring and supervision indicators according to claim 2, characterized in that: The step of constructing the indicator processing flow according to the business indicator information includes: Parsing the business indicator information to obtain the business indicators of the target natural resource monitoring and supervision indicator calculation business scenario and the calculation rules of the business indicators; The indicator processing flow is constructed according to the business indicator and the calculation rule.

5. The method for calculating natural resource monitoring and supervision indicators according to claim 2, characterized in that: The step of constructing the achievement processing flow according to the business scenario information includes: Parse the business scenario information to obtain the scenario type, business role, business goal and achievement form of the target natural resource monitoring and supervision indicator calculation business scenario; Determine a business outcome algorithm model for the target natural resource monitoring and supervision indicator calculation business scenario according to the scenario type, the business role, the business goal, and the business indicator, wherein the business outcome algorithm model is used to generate the business outcome of the target natural resource monitoring and supervision indicator calculation business scenario; The achievement processing flow is constructed according to the achievement form and the business achievement algorithm model.

6. The method for calculating natural resource monitoring and supervision indicators according to claim 2, characterized in that: The steps of executing the business process flow include: Execute the data processing process to obtain business data of the target natural resource monitoring and supervision indicator calculation business scenario, and pre-process the business data; Execute the indicator processing process to calculate the business indicator of the target natural resource monitoring and supervision indicator calculation business scenario according to the pre-processed business data and the calculation rules, and obtain the business indicator results of the business indicator; Execute the results processing flow to generate the business results of the target natural resource monitoring and supervision indicator calculation business scenario based on the business indicator results and the business results algorithm model, and visualize the business results according to the results form.

7. The method for calculating natural resource monitoring and supervision indicators according to claim 6, characterized in that: After the step of executing the indicator processing flow, the following step is further included: Conducting data evaluation on the business indicator results to obtain data evaluation results, wherein the data evaluation includes normative evaluation, integrity evaluation, consistency evaluation and authenticity evaluation; If the data evaluation result is qualified, execute: the step of executing the result processing flow.

8. The method for calculating natural resource monitoring and supervision indicators according to claim 7, characterized in that: The method further comprises: If the data evaluation result is qualified, the business indicator results are managed; The steps of managing the business indicator results include: Based on the scenario type, the business indicator results are classified and graded to construct an indicator result catalog for the target natural resource monitoring and supervision indicator calculation business scenario; Based on the indicator achievement catalog, the business indicator achievement is stored in a preset relational database in the form of a database table, and a mapping relationship is established between the indicator achievement catalog and the database table corresponding to the business indicator achievement.

9. A natural resource monitoring and supervision indicator calculation device, characterized in that: The device includes: a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein the computer program is configured to implement the steps of the method for calculating natural resource monitoring and supervision indicators as described in any one of claims 1 to 8.

10. A computer program product, characterized in that The computer program product includes a computer program, which, when executed by a processor, implements the steps of the natural resource monitoring and supervision indicator calculation method as described in any one of claims 1 to 8.

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