Land space ecological restoration data processing method
Through the ecological restoration data processing method of land space, the automated system of the ecological restoration scheduling platform and repair tool terminal is used to generate highly targeted partition information and repair solutions, solving the problem of insufficient manual judgment in traditional methods, and achieving efficient and refined ecological restoration management and cost reduction.
Patent Information
- Application Number
- CN202411667724.1
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-11-21
- Publication Date
- 2024-12-20
AI Technical Summary
Traditional ecological restoration methods rely on manual judgment and experience, resulting in insufficient planning, regional division and selection of restoration measures for land space ecological restoration projects, making it difficult to achieve efficient and refined management and cost reduction.
Using the ecological restoration data processing method of land space, obtain the area information to be repaired through the ecological restoration scheduling platform, generate partition information using the preset ecological restoration model, and send it to the repair tool terminal to automatically allocate repair elements, such as plant species and soil improvement to ensure the targeted and efficient repair measures.
It improves the efficiency and quality of ecological restoration, reduces costs, is suitable for complex terrain areas, and reduces resource waste and transportation costs through precise zoning and resource allocation.
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Figure CN119168429A_ABST
Abstract
Description
Technical Field
[0001] The present application relates to data processing technology, and in particular to a method for processing data for ecological restoration of national land space. Background Art
[0002] In the field of national space ecological restoration, as ecological and environmental problems become increasingly serious, higher requirements are placed on the efficiency and effectiveness of restoration work. Traditional ecological restoration methods usually rely on manual judgment and experience accumulation, resulting in many deficiencies in project planning, regional division, restoration measure selection and implementation.
[0003] In order to improve the efficiency and quality of ecological restoration of national land space, reduce restoration costs, and achieve refined management of the restoration process, there is an urgent need for a scientific, efficient, and systematic data processing method that can automatically acquire and analyze restoration project information and generate reasonable restoration plans. Summary of the invention
[0004] This application provides a data processing method for ecological restoration of national land space, which is used to achieve targeted ecological restoration measures for the area to be restored, while also greatly improving the efficiency of ecological restoration and reducing the cost of ecological restoration.
[0005] In a first aspect, the present application provides a method for processing land space ecological restoration data, which is applied to a land space ecological restoration data management system, wherein the land space ecological restoration data management system includes: an ecological restoration scheduling platform and a restoration tool terminal set, wherein each restoration tool terminal in the restoration tool terminal set is communicatively connected to the ecological restoration scheduling platform; the method includes: Acquiring land space restoration project information through the ecological restoration scheduling platform, the land space restoration project information including the area to be restored, so as to generate the boundary of the area to be restored according to the area to be restored; The ecological restoration scheduling platform uses a preset ecological restoration model and generates information of a partition to be restored according to the boundary of the area to be restored. The information of the partition to be restored includes a plurality of partitions to be restored and restoration elements used to fill each of the partitions to be restored. The ecological restoration scheduling platform sends the information of the partition to be restored to at least one restoration tool terminal in the restoration tool terminal set to instruct the restoration tool terminal to perform ecological restoration operations on the area to be restored according to the information of the partition to be restored.
[0006] In the above scheme, the land space restoration project information is obtained through the ecological restoration scheduling platform to generate the boundary of the area to be restored according to the area to be restored, and the preset ecological restoration model is used to generate the partition information to be restored according to the boundary of the area to be restored. The partition information to be restored is then sent to at least one restoration tool terminal in the restoration tool terminal set to instruct the restoration tool terminal to perform ecological restoration operations on the area to be restored according to the partition information to be restored, thereby automatically allocating restoration elements to each partition, such as plant species, soil conditioners, etc., ensuring the targeted nature of ecological restoration measures, while also greatly improving the efficiency of ecological restoration and reducing the cost of ecological restoration.
[0007] Optionally, the ecological restoration scheduling platform uses a preset ecological restoration model and generates information of the partitions to be restored according to the boundaries of the area to be restored, including: The ecological restoration scheduling platform obtains the altitude information of the area to be restored, and the altitude information includes an altitude set; The ecological restoration scheduling platform determines a first spatial characteristic value and a second spatial characteristic value according to the altitude set; The ecological restoration scheduling platform determines and generates the to-be-restored partition information based on the first spatial characteristic value and the second spatial characteristic value.
[0008] In the above scheme, by obtaining the altitude information of the area to be restored, including a detailed set of altitudes, the system can fully understand the terrain undulations and geomorphic features, and provide a data basis for the calculation of spatial eigenvalues, so that the generated partitions to be restored are more in line with the actual terrain conditions, and the rationality of the partitions is improved. Specifically, by calculating the first spatial eigenvalue and the second spatial eigenvalue, the system can identify the geomorphic characteristics of different regions, which makes the generation of partition information more targeted, and can formulate personalized restoration plans based on the ecological conditions and needs of specific regions. The accuracy and pertinence of the partition information are directly related to the quality of the restoration effect. Through the partition information generated above, it can ensure that the restoration measures act more accurately on the target area, thereby improving the overall effect of ecological restoration.
[0009] It is worth noting that the above scheme is particularly suitable for areas with complex terrain and large altitude changes. Through detailed altitude information analysis and spatial eigenvalue calculation, the system can generate zoning information that adapts to various terrain characteristics, providing support for ecological restoration of complex terrain.
[0010] Optionally, the ecological restoration scheduling platform determines and generates the to-be-restored partition information according to the first spatial characteristic value and the second spatial characteristic value, including: If the ecological restoration scheduling platform determines that the first spatial characteristic value is less than the first spatial characteristic threshold, and the second spatial characteristic value is less than the second spatial characteristic threshold, a first partition to be restored and a second partition to be restored are generated according to the boundary of the area to be restored, the first partition to be restored surrounds the second partition to be restored, the area boundary of the first partition to be restored is the boundary between the boundary of the area to be restored and the second partition to be restored, and the minimum distance between the first partition to be restored and the second partition to be restored is greater than a preset distance threshold; The ecological restoration scheduling platform determines the average altitude based on the altitude set, and determines the first restoration element and the second restoration element from the preset restoration element mapping table based on the average altitude, the first restoration element is used to fill the first partition to be restored, and the second restoration element is used to fill the second partition to be restored.
[0011] In the above scheme, according to the comparison results of the first spatial feature value and the second spatial feature value with the preset threshold, the system can flexibly generate two different types of to-be-repaired partitions (the first to-be-repaired partition and the second to-be-repaired partition). This partitioning strategy fully considers the complexity and diversity of the terrain, making the restoration work more targeted and adaptable. By generating the layout of the first to-be-repaired partition around the second to-be-repaired partition, the system ensures the hierarchical and progressive nature of the restoration work. As a peripheral area, the first partition may adopt relatively extensive restoration measures, while the second partition, as a core area, adopts more refined and efficient restoration methods. The restoration element selection mechanism based on the average altitude enables the system to select appropriate restoration elements according to specific terrain conditions, which not only improves the adaptability of the restoration elements, but also ensures the scientificity and effectiveness of the restoration measures. In addition, by presetting the restoration element mapping table, the system can quickly and accurately determine the type and quantity of the required restoration elements, avoiding waste and overuse of resources. At the same time, the minimum distance threshold considered in the partition generation process also helps to optimize the spatial layout of the restoration work. Furthermore, it is worth noting that, since the first spatial feature value is less than the first spatial feature threshold, and the second spatial feature value is less than the second spatial feature threshold, the area to be repaired is a relatively flat area. At this time, the first partition to be repaired and the second partition to be repaired can be determined only in a two-dimensional angle, that is, the middle part is first determined as the first partition to be repaired, and then the second partition to be repaired outside the first partition to be repaired is determined, thereby improving the processing efficiency, and then the corresponding repair element is selected by calculating the average altitude. Among them, the first partition to be repaired can be a tree and the second partition to be repaired can be a shrub.
[0012] Optionally, the ecological restoration scheduling platform determines and generates the to-be-restored partition information according to the first spatial characteristic value and the second spatial characteristic value, and further includes: If the ecological restoration scheduling platform determines that the first spatial characteristic value is greater than the first spatial characteristic threshold, or the second spatial characteristic value is greater than the second spatial characteristic threshold, a contour map corresponding to the area to be restored is generated according to the altitude set, and the contour map includes a plurality of contour circle loops; The ecological restoration scheduling platform determines the corresponding third restoration element from the preset restoration element mapping table according to each contour circle line, and the third restoration element is used to fill the partition to be restored enclosed by the corresponding contour circle line and the adjacent contour circle line.
[0013] In the above scheme, when the first or second spatial characteristic value exceeds the preset threshold, the system generates a contour map of the area to be restored, so as to more accurately identify the ecological characteristics and restoration needs of different elevation areas. Then, based on the partition generation strategy of the contour map, the system can subdivide the area to be restored into multiple smaller partitions according to the position and shape of the contour circle loop, so as to formulate more specific restoration measures for different elevation areas and improve the accuracy and effectiveness of restoration. Moreover, through the association of the contour circle loop with the preset restoration element mapping table, the system can select the most suitable restoration element according to the elevation area represented by each contour circle loop to ensure the matching of the restoration element with the terrain characteristics, thereby improving the applicability of the restoration measures. By introducing contour map analysis and the restoration element selection mechanism based on contour circle loops, the system can cope with more complex ecological restoration needs.
[0014] Optionally, the ecological restoration scheduling platform determines and generates the to-be-restored partition information according to the first spatial characteristic value and the second spatial characteristic value, and further includes: The ecological restoration scheduling platform determines the number of elements of the corresponding restoration elements to be filled according to the area of each partition to be restored, and the partition information to be restored includes the number of elements of the restoration elements filled in each partition to be restored.
[0015] In the above scheme, the ecological restoration scheduling platform will determine the number of restoration elements required to be filled according to the area of each zone to be restored. By quantifying the demand for restoration elements, the restoration cost can be calculated more accurately, a more reasonable restoration budget can be formulated, and it is also helpful to monitor the progress and effect of restoration. In addition, due to the precise determination of the number of restoration zones and restoration elements, the restoration work can be carried out in a more orderly and efficient manner, which not only improves the overall efficiency of the restoration work, but also helps to improve the quality of restoration.
[0016] Optionally, before the ecological restoration scheduling platform sends the to-be-restored partition information to at least one restoration tool terminal in the restoration tool terminal set, it further includes: The ecological restoration scheduling platform determines the temporary storage location of the elements according to the area range of each partition to be restored, and the partition information to be restored includes the temporary storage location corresponding to each partition to be restored; After the ecological restoration scheduling platform sends the to-be-restored partition information to at least one restoration tool terminal in the restoration tool terminal set, the method further includes: The repair tool terminal transports the corresponding repair elements to the corresponding temporary storage positions according to the number of elements of the repair elements filled in each partition to be repaired in the partition to be repaired information and the temporary storage positions corresponding to each partition to be repaired.
[0017] In the above scheme, the temporary storage location of the elements is determined in advance according to the regional scope of the partition to be repaired through the ecological restoration scheduling platform, and the location information is included in the partition information to be repaired, which can significantly reduce the preparation time before the repair operation. The repair tool terminal can directly obtain the exact location of the material storage, avoiding the situation of on-site search or wrong transportation, thereby improving the overall operation efficiency. In addition, through the above scheme, it is ensured that the number of repair elements (such as soil, vegetation, building materials, etc.) required for each partition to be repaired can be arranged in advance to the designated temporary storage location to achieve reasonable allocation and efficient utilization of resources. In addition, by sending detailed information of the partition to be repaired and the corresponding temporary storage location to the repair tool terminal, different repair teams or individuals can clearly understand their respective task areas and the location of the required materials to achieve information sharing. In addition, for the temporary storage location planning and scheduling strategy of the repair element, unnecessary material handling and transportation distance can be reduced, thereby reducing logistics costs and energy consumption, and the required repair elements can be delivered to the designated location in a timely and accurate manner, ensuring the continuity and timeliness of the repair work, and helping to efficiently complete the repair task according to the predetermined ecological restoration plan.
[0018] Optionally, the ecological restoration scheduling platform determines the temporary storage location of the elements according to the area range of each partition to be restored, including: The ecological restoration scheduling platform determines a set of candidate temporary storage locations according to the area to be restored; The ecological restoration scheduling platform determines the element temporary storage position from the candidate temporary storage position set according to the calibrated position in the area range of each partition to be restored, and the element temporary storage position is the candidate temporary storage position with the shortest planned route between the calibrated position and the candidate temporary storage position set.
[0019] In the above scheme, by selecting the candidate temporary storage location with the shortest planned route between the marked location of the partition to be repaired as the element temporary storage point, the transportation distance of the repair tool terminal from the temporary storage location to the actual repair area can be greatly shortened, which not only reduces the transportation time, but also reduces the manpower, material and time costs in the transportation process, and improves the overall operation efficiency. This strategy takes into account geographic space factors and uses the shortest path algorithm (or similar optimization algorithm) to select the temporary storage location to ensure the optimization of the logistics path, which not only helps to improve transportation efficiency, but also reduces resource waste and environmental pollution caused by complex paths or unnecessary detours. When the repair tool terminal needs to quickly obtain repair elements, these pre-set, short-distance temporary storage locations can ensure timely supply, improve the response speed to repair needs, and help speed up the repair process.
[0020] In a second aspect, the present application provides a land space ecological restoration data management system, including: an ecological restoration scheduling platform and a restoration tool terminal set, each restoration tool terminal in the restoration tool terminal set is communicatively connected to the ecological restoration scheduling platform; Acquiring land space restoration project information through the ecological restoration scheduling platform, the land space restoration project information including the area to be restored, so as to generate the boundary of the area to be restored according to the area to be restored; The ecological restoration scheduling platform uses a preset ecological restoration model and generates information about the partitions to be restored according to the boundaries of the area to be restored. The information about the partitions to be restored includes a plurality of partitions to be restored and restoration elements for filling each of the partitions to be restored. The ecological restoration scheduling platform sends the information of the partition to be restored to at least one restoration tool terminal in the restoration tool terminal set to instruct the restoration tool terminal to perform ecological restoration operations on the area to be restored according to the information of the partition to be restored.
[0021] Optionally, the ecological restoration scheduling platform uses a preset ecological restoration model and generates information of the partitions to be restored according to the boundaries of the area to be restored, including: The ecological restoration scheduling platform obtains the altitude information of the area to be restored, and the altitude information includes an altitude set; The ecological restoration scheduling platform determines a first spatial characteristic value and a second spatial characteristic value according to the altitude set; The ecological restoration scheduling platform determines and generates the to-be-restored partition information based on the first spatial characteristic value and the second spatial characteristic value.
[0022] Optionally, the ecological restoration scheduling platform determines and generates the to-be-restored partition information according to the first spatial characteristic value and the second spatial characteristic value, including: If the ecological restoration scheduling platform determines that the first spatial characteristic value is less than the first spatial characteristic threshold, and the second spatial characteristic value is less than the second spatial characteristic threshold, a first partition to be restored and a second partition to be restored are generated according to the boundary of the area to be restored, the first partition to be restored surrounds the second partition to be restored, the area boundary of the first partition to be restored is the boundary between the boundary of the area to be restored and the second partition to be restored, and the minimum distance between the first partition to be restored and the second partition to be restored is greater than a preset distance threshold; The ecological restoration scheduling platform determines the average altitude based on the altitude set, and determines the first restoration element and the second restoration element from the preset restoration element mapping table based on the average altitude, the first restoration element is used to fill the first partition to be restored, and the second restoration element is used to fill the second partition to be restored.
[0023] Optionally, the ecological restoration scheduling platform determines and generates the to-be-restored partition information according to the first spatial characteristic value and the second spatial characteristic value, and further includes: If the ecological restoration scheduling platform determines that the first spatial characteristic value is greater than the first spatial characteristic threshold, or the second spatial characteristic value is greater than the second spatial characteristic threshold, a contour map corresponding to the area to be restored is generated according to the altitude set, and the contour map includes a plurality of contour circle loops; The ecological restoration scheduling platform determines the corresponding third restoration element from the preset restoration element mapping table according to each contour circle line, and the third restoration element is used to fill the partition to be restored enclosed by the corresponding contour circle line and the adjacent contour circle line.
[0024] Optionally, the ecological restoration scheduling platform determines and generates the to-be-restored partition information according to the first spatial characteristic value and the second spatial characteristic value, and further includes: The ecological restoration scheduling platform determines the number of elements of the corresponding restoration elements to be filled according to the area of each partition to be restored, and the partition information to be restored includes the number of elements of the restoration elements filled in each partition to be restored.
[0025] Optionally, before the ecological restoration scheduling platform sends the to-be-restored partition information to at least one restoration tool terminal in the restoration tool terminal set, it further includes: The ecological restoration scheduling platform determines the temporary storage location of the elements according to the area range of each partition to be restored, and the partition information to be restored includes the temporary storage location corresponding to each partition to be restored; After the ecological restoration scheduling platform sends the to-be-restored partition information to at least one restoration tool terminal in the restoration tool terminal set, the method further includes: The repair tool terminal transports the corresponding repair elements to the corresponding temporary storage positions according to the number of elements of the repair elements filled in each partition to be repaired in the partition to be repaired information and the temporary storage positions corresponding to each partition to be repaired.
[0026] Optionally, the ecological restoration scheduling platform determines the temporary storage location of the elements according to the area range of each partition to be restored, including: The ecological restoration scheduling platform determines a set of candidate temporary storage locations according to the area to be restored; The ecological restoration scheduling platform determines the element temporary storage position from the candidate temporary storage position set according to the calibrated position in the area range of each partition to be restored, and the element temporary storage position is the candidate temporary storage position with the shortest planned route between the calibrated position and the candidate temporary storage position set.
[0027] In a third aspect, the present application provides an electronic device, including: processor; and, A memory, configured to store executable instructions of the processor; The processor is configured to perform any possible method described in the first aspect by executing the executable instructions.
[0028] In a fourth aspect, the present application provides a computer-readable storage medium, wherein the computer-readable storage medium stores computer-executable instructions, and when the computer-executable instructions are executed by a processor, they are used to implement any possible method described in the first aspect.
[0029] The present application provides a method for processing land space ecological restoration data, which obtains land space restoration project information through an ecological restoration scheduling platform to generate the boundary of the area to be restored based on the area to be restored, and uses a preset ecological restoration model to generate the partition information to be restored based on the boundary of the area to be restored, and then sends the partition information to be restored to at least one restoration tool terminal in the restoration tool terminal set to instruct the restoration tool terminal to perform ecological restoration operations on the area to be restored based on the partition information to be restored, thereby automatically allocating restoration elements to each partition, such as plant species, soil conditioners, etc., to ensure the targeted nature of ecological restoration measures, while also greatly improving the efficiency of ecological restoration and reducing the cost of ecological restoration. BRIEF DESCRIPTION OF THE DRAWINGS
[0030] 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.
[0031] Figure 1It is a flowchart of a method for processing land space ecological restoration data according to an exemplary embodiment of the present application; Figure 2 is a flowchart of a method for processing land space ecological restoration data according to another exemplary embodiment of the present application; Figure 3 It is a structural diagram of a land space ecological restoration data management system according to an exemplary embodiment of the present application; Figure 4 It is a schematic diagram of the structure of an electronic device according to an exemplary embodiment of the present application.
[0032] The above drawings have shown clear embodiments of the present application, which will be described in more detail later. These drawings and text descriptions are not intended to limit the scope of the present application in any way, but to illustrate the concept of the present application to those skilled in the art by referring to specific embodiments. DETAILED DESCRIPTION
[0033] Exemplary embodiments will be described in detail herein, examples of which are shown in the accompanying drawings. When the following description refers to the drawings, the same numbers in different drawings represent the same or similar elements unless otherwise indicated. The implementations described in the following exemplary embodiments do not represent all implementations consistent with the present application. Instead, they are merely examples of devices and methods consistent with some aspects of the present application as detailed in the appended claims.
[0034] In order to solve the above problems, the embodiments provided in this application realize comprehensive monitoring and refined management of repair projects through an integrated data management system and intelligent scheduling strategy, ensure the scientificity and effectiveness of repair measures, improve repair efficiency and quality, and reduce repair costs. The main inventive concepts of the technical solution of this application mainly include the following aspects: Construct a national land space ecological restoration data management system: The system includes an ecological restoration scheduling platform, a restoration tool terminal set, and an optional restoration monitoring terminal set. Each restoration tool terminal and restoration monitoring terminal communicates with the ecological restoration scheduling platform to achieve real-time data transmission and immediate issuance of instructions.
[0035] Intelligent generation of restoration zoning information: Obtain land space restoration project information through the ecological restoration scheduling platform, including the area to be restored and its altitude information. Use the preset ecological restoration model and algorithm to generate restoration zoning information based on the boundary and altitude information of the area to be restored. Zoning information not only takes into account the complexity and diversity of the terrain, but also combines ecological characteristics to ensure the pertinence and effectiveness of restoration measures.
[0036] Accurately determine the repair elements and quantities: Based on the generated information of the partition to be repaired and the preset repair element mapping table, determine the appropriate repair elements and their quantities for each partition. By quantifying the demand for repair elements, the accuracy of the repair budget and the orderliness of the repair work can be improved.
[0037] Optimize temporary storage locations for elements: Before sending restoration partition information to the restoration tool terminal, the ecological restoration scheduling platform will determine the temporary storage locations for elements based on the area of each partition and include these location information in the partition information. By optimizing the temporary storage locations, the preparation time and transportation costs before restoration operations can be reduced, and the overall operation efficiency can be improved.
[0038] Real-time monitoring and feedback: The status information of the restoration elements is obtained in real time through the restoration monitoring terminal and uploaded to the ecological restoration scheduling platform. The platform generates ecological restoration evaluation information based on the status information, which is used to characterize key indicators such as the survival rate of the restoration elements. For abnormal status information, the platform will generate secondary restoration instructions and send them to the restoration monitoring terminal and / or the restoration tool terminal to guide the necessary update of restoration measures.
[0039] The technical solution provided by this application reduces the time for manual intervention and on-site investigation, and improves the overall efficiency of the repair work by automatically generating information about the partitions to be repaired and accurately determining the repair elements and their quantity. By optimizing the temporary storage location of elements and reducing unnecessary material handling and transportation distances, logistics costs and energy consumption are reduced. At the same time, through precise configuration of repair elements, waste and excessive use of resources are avoided. Through partition repair and precise repair measures, the scientific nature and effectiveness of the repair measures are ensured. At the same time, through real-time monitoring and feedback mechanisms, abnormal conditions are discovered and handled in a timely manner, thereby improving the survival rate of repair elements and the overall repair quality.
[0040] Figure 1 1 is a flow chart of a method for processing land space ecological restoration data according to an exemplary embodiment of the present application. Figure 1 As shown, the land space ecological restoration data processing method provided in this embodiment includes: S101. Obtain information on land space restoration projects through the ecological restoration scheduling platform.
[0041] The land space ecological restoration data processing method provided in this application is applied to the land space ecological restoration data management system, which includes: an ecological restoration scheduling platform and a restoration tool terminal set, and each restoration tool terminal in the restoration tool terminal set is communicated with the ecological restoration scheduling platform. The system is mainly composed of an ecological restoration scheduling platform and a restoration tool terminal set. Each restoration tool terminal in the restoration tool terminal set is communicated with the ecological restoration scheduling platform by wireless or wired means to ensure real-time transmission of information and immediate issuance of instructions.
[0042] In this step, the national land space restoration project information is obtained through the ecological restoration scheduling platform. The national land space restoration project information includes the area to be restored, so as to generate the boundary of the area to be restored based on the area to be restored.
[0043] Specifically, before implementing ecological restoration, the ecological restoration scheduling platform first needs to obtain detailed information on the land space restoration project. This information includes but is not limited to the geographical location, area, topography, etc. of the area to be restored. In particular, in order to formulate a more accurate restoration plan, the platform will also obtain the altitude information of the area to be restored, forming a set of altitudes of multiple characteristic measurement points. Based on this project information, the platform uses Geographic Information System (GIS) technology or similar methods to automatically generate the boundaries of the area to be restored, providing basic data support for subsequent steps.
[0044] S102. The ecological restoration scheduling platform uses a preset ecological restoration model and generates information on the partitions to be restored based on the boundaries of the area to be restored.
[0045] In this step, the ecological restoration scheduling platform uses a preset ecological restoration model and generates information about the partitions to be restored based on the boundaries of the area to be restored. The information about the partitions to be restored includes multiple partitions to be restored and restoration elements used to fill each partition to be restored.
[0046] Specifically, after determining the boundaries of the area to be restored, the ecological restoration scheduling platform uses a preset ecological restoration model for further data processing. The model comprehensively considers multiple factors such as topography, landforms, and ecological characteristics, and calculates the first spatial eigenvalue and the second spatial eigenvalue through a complex algorithm. These two eigenvalues reflect the important characteristics of the spatial distribution of the area to be restored, which is crucial for subsequent zoning.
[0047] Next, the platform compares these two feature values with the preset thresholds and adopts different partitioning strategies: If the first spatial feature value is less than the first spatial feature threshold, and the second spatial feature value is less than the second spatial feature threshold: the area to be repaired is relatively flat, and the platform will generate two partitions according to the boundary of the area to be repaired: the first partition to be repaired and the second partition to be repaired. The first partition surrounds the second partition, and the minimum distance between the two is greater than the preset distance threshold to ensure the hierarchical and progressive nature of the repair work. At the same time, the platform will determine the repair elements suitable for filling the two partitions from the preset repair element mapping table based on the average altitude of the area to be repaired.
[0048] If the first spatial feature value is greater than the first spatial feature threshold, or the second spatial feature value is greater than the second spatial feature threshold, it means that the terrain of the area to be repaired is complex. The platform will generate a contour map of the area to be repaired, and subdivide the area into multiple smaller partitions through contour circles. Each partition corresponds to an area enclosed by one or more contour circles. The platform determines the repair element suitable for filling the partition from the repair element mapping table based on the position and shape of the contour circle.
[0049] S103: The ecological restoration scheduling platform sends the information of the partition to be restored to at least one restoration tool terminal in the restoration tool terminal set.
[0050] In this step, the ecological restoration scheduling platform sends the information of the partition to be restored to at least one restoration tool terminal in the restoration tool terminal set to instruct the restoration tool terminal to perform ecological restoration operations on the area to be restored according to the information of the partition to be restored.
[0051] After generating the information of the partitions to be repaired, the platform will calculate and determine the number of repair elements to be filled according to the size of each partition. This information will be included in the information of the partitions to be repaired and sent to the repair tool terminal. At the same time, in order to optimize the repair operation process, the platform will also determine the temporary storage location of the repair elements according to the area range of each partition. These locations will select the candidate locations with the shortest planned route between the partition calibration location to reduce transportation time and cost. The temporary storage location information will also be included in the information of the partitions to be repaired and sent to the repair tool terminal.
[0052] Finally, the ecological restoration scheduling platform sends instructions containing information such as the partition to be restored, the number of restoration elements, and the temporary storage location to at least one restoration tool terminal in the restoration tool terminal set. After receiving the instructions, the restoration tool terminal will transport the corresponding restoration elements to the designated temporary storage location according to the content of the instructions, and perform ecological restoration operations according to the partition information. During the entire restoration process, the restoration tool terminal can provide real-time feedback on the restoration progress and problems encountered to the ecological restoration scheduling platform. The platform will also adjust the restoration plan or provide technical support in a timely manner based on the feedback to ensure the smooth progress of the restoration work.
[0053] In this embodiment, the land space restoration project information is obtained through the ecological restoration scheduling platform to generate the boundary of the area to be restored according to the area to be restored, and the preset ecological restoration model is used to generate the partition information to be restored according to the boundary of the area to be restored, and then the partition information to be restored is sent to at least one restoration tool terminal in the restoration tool terminal set to instruct the restoration tool terminal to perform ecological restoration operations on the area to be restored according to the partition information to be restored, thereby automatically allocating restoration elements to each partition, such as plant species, soil conditioners, etc., ensuring the targeted nature of the ecological restoration measures, while also greatly improving the efficiency of ecological restoration and reducing the cost of ecological restoration.
[0054] Figure 2 FIG. 1 is a flow chart of a method for processing land space ecological restoration data according to another exemplary embodiment of the present application. Figure 2 As shown, the land space ecological restoration data processing method provided in this embodiment includes: S201. Obtain national land space restoration project information through the ecological restoration scheduling platform.
[0055] In this step, the national land space restoration project information is obtained through the ecological restoration scheduling platform. The national land space restoration project information includes the area to be restored, so as to generate the boundary of the area to be restored based on the area to be restored.
[0056] Specifically, before implementing ecological restoration, the ecological restoration scheduling platform first needs to obtain detailed information on the national land space restoration project. This information includes but is not limited to the geographical location, area, topography, etc. of the area to be restored. In particular, in order to formulate a more accurate restoration plan, the platform will also obtain the altitude information of the area to be restored, forming a set of altitudes of multiple characteristic measurement points. Based on this project information, the platform uses the geographic information system to automatically generate the boundaries of the area to be restored, providing basic data support for subsequent steps.
[0057] S202. The ecological restoration scheduling platform uses a preset ecological restoration model and generates information on the partitions to be restored based on the boundaries of the area to be restored.
[0058] In this step, the ecological restoration scheduling platform uses a preset ecological restoration model and generates information about the partitions to be restored based on the boundaries of the area to be restored. The information about the partitions to be restored includes multiple partitions to be restored and restoration elements used to fill each partition to be restored.
[0059] Optionally, the ecological restoration scheduling platform obtains the altitude information of the area to be restored, and the altitude information includes the altitude set ,in, is the altitude in the set The altitude of the characteristic measurement point, is the number of characteristic measurement points in the area to be repaired; The ecological restoration scheduling platform uses formula 1 and sets the Determine the first spatial eigenvalue and the second space eigenvalues , Formula 1 is:
[0060] The ecological restoration scheduling platform is based on the first spatial eigenvalue and the second space eigenvalues Confirm to generate the partition information to be repaired.
[0061] In the above scheme, by obtaining the altitude information of the area to be restored, including a detailed set of altitudes, the system can fully understand the terrain undulations and geomorphic features, and provide a data basis for the calculation of spatial eigenvalues, so that the generated partitions to be restored are more in line with the actual terrain conditions, and the rationality of the partitions is improved. Specifically, by calculating the first spatial eigenvalue and the second spatial eigenvalue, the system can identify the geomorphic characteristics of different regions, which makes the generation of partition information more targeted, and can formulate personalized restoration plans based on the ecological conditions and needs of specific regions. The accuracy and pertinence of the partition information are directly related to the quality of the restoration effect. Through the partition information generated above, it can ensure that the restoration measures act more accurately on the target area, thereby improving the overall effect of ecological restoration.
[0062] It is worth noting that the above scheme is particularly suitable for areas with complex terrain and large altitude changes. Through detailed altitude information analysis and spatial eigenvalue calculation, the system can generate zoning information that adapts to various terrain characteristics, providing support for ecological restoration of complex terrain.
[0063] Moreover, Formula 1 can accurately quantify the terrain characteristics of the area by processing and integrating the altitude set data of the area to be restored. Specifically, based on the spatial characteristic values calculated by Formula 1, the ecological restoration scheduling platform can more accurately identify the terrain changes and geomorphic characteristics of the area to be restored, thereby generating a zone to be restored that is more in line with the actual terrain conditions. This zoning strategy not only improves the rationality of the zoning, but also ensures the pertinence and effectiveness of ecological restoration measures. In addition, through the data calculated by Formula 1, the platform can more scientifically determine the type and quantity of restoration elements required for each zone, thereby avoiding waste and excessive use of resources, and improving the selection accuracy and adaptability of restoration elements, so that the system can adapt to changes in different terrain characteristics and restoration needs.
[0064] Furthermore, if the ecological restoration scheduling platform determines the first spatial eigenvalue is less than the first spatial feature threshold, and the second spatial feature value If the distance between the first and second partitions to be repaired is less than the second spatial feature threshold, a first partition to be repaired and a second partition to be repaired are generated according to the boundary of the area to be repaired, the first partition to be repaired surrounds the second partition to be repaired, the area boundary of the first partition to be repaired is the boundary between the boundary of the area to be repaired and the second partition to be repaired, and the minimum distance between the first partition to be repaired and the second partition to be repaired is greater than the preset distance threshold; The ecological restoration scheduling platform is based on the altitude Determine the average altitude to determine a first repair element and a second repair element from a preset repair element mapping table according to the average altitude, wherein the first repair element is used to fill the first partition to be repaired, and the second repair element is used to fill the second partition to be repaired.
[0065] In the above scheme, according to the comparison results of the first spatial feature value and the second spatial feature value with the preset threshold, the system can flexibly generate two different types of to-be-repaired partitions (the first to-be-repaired partition and the second to-be-repaired partition). This partitioning strategy fully considers the complexity and diversity of the terrain, making the restoration work more targeted and adaptable. By generating the layout of the first to-be-repaired partition around the second to-be-repaired partition, the system ensures the hierarchical and progressive nature of the restoration work. As a peripheral area, the first partition may adopt relatively extensive restoration measures, while the second partition, as a core area, adopts more refined and efficient restoration methods. The restoration element selection mechanism based on the average altitude enables the system to select appropriate restoration elements according to specific terrain conditions, which not only improves the adaptability of the restoration elements, but also ensures the scientificity and effectiveness of the restoration measures. In addition, by presetting the restoration element mapping table, the system can quickly and accurately determine the type and quantity of the required restoration elements, avoiding waste and overuse of resources. At the same time, the minimum distance threshold considered in the partition generation process also helps to optimize the spatial layout of the restoration work. Furthermore, it is worth noting that, since the first spatial feature value is less than the first spatial feature threshold, and the second spatial feature value is less than the second spatial feature threshold, the area to be repaired is a relatively flat area. At this time, the first partition to be repaired and the second partition to be repaired can be determined only in a two-dimensional angle, that is, the middle part is first determined as the first partition to be repaired, and then the second partition to be repaired outside the first partition to be repaired is determined, thereby improving the processing efficiency, and then the corresponding repair element is selected by calculating the average altitude. Among them, the first partition to be repaired can be a tree and the second partition to be repaired can be a shrub.
[0066] If the ecological restoration scheduling platform determines the first spatial eigenvalue Greater than the first spatial feature threshold, or the second spatial feature value is greater than the second spatial feature threshold, then according to the altitude set Generate a contour map corresponding to the area to be repaired, the contour map includes multiple contour circle loops; The ecological restoration scheduling platform determines the corresponding third restoration element from the preset restoration element mapping table according to each contour circle line. The third restoration element is used to fill the area to be restored enclosed by the corresponding contour circle line and the adjacent contour circle line.
[0067] In the above scheme, when the first or second spatial characteristic value exceeds the preset threshold, the system generates a contour map of the area to be restored, so as to more accurately identify the ecological characteristics and restoration needs of different elevation areas. Then, based on the partition generation strategy of the contour map, the system can subdivide the area to be restored into multiple smaller partitions according to the position and shape of the contour circle loop, so as to formulate more specific restoration measures for different elevation areas and improve the accuracy and effectiveness of restoration. Moreover, through the association of the contour circle loop with the preset restoration element mapping table, the system can select the most suitable restoration element according to the elevation area represented by each contour circle loop to ensure the matching of the restoration element with the terrain characteristics, thereby improving the applicability of the restoration measures. By introducing contour map analysis and the restoration element selection mechanism based on contour circle loops, the system can cope with more complex ecological restoration needs.
[0068] S203: The ecological restoration scheduling platform sends the information of the partition to be restored to at least one restoration tool terminal in the restoration tool terminal set.
[0069] In this step, the ecological restoration scheduling platform sends the information of the partition to be restored to at least one restoration tool terminal in the restoration tool terminal set to instruct the restoration tool terminal to perform ecological restoration operations on the area to be restored according to the information of the partition to be restored.
[0070] After generating the information of the partitions to be repaired, the platform will calculate and determine the number of repair elements to be filled according to the size of each partition. This information will be included in the information of the partitions to be repaired and sent to the repair tool terminal. At the same time, in order to optimize the repair operation process, the platform will also determine the temporary storage location of the repair elements according to the area range of each partition. These locations will select the candidate locations with the shortest planned route between the partition calibration location to reduce transportation time and cost. The temporary storage location information will also be included in the information of the partitions to be repaired and sent to the repair tool terminal.
[0071] Finally, the ecological restoration scheduling platform sends instructions containing information such as the partition to be restored, the number of restoration elements, and the temporary storage location to at least one restoration tool terminal in the restoration tool terminal set. After receiving the instructions, the restoration tool terminal will transport the corresponding restoration elements to the designated temporary storage location according to the content of the instructions, and perform ecological restoration operations according to the partition information. During the entire restoration process, the restoration tool terminal can provide real-time feedback on the restoration progress and problems encountered to the ecological restoration scheduling platform. The platform will also adjust the restoration plan or provide technical support in a timely manner based on the feedback to ensure the smooth progress of the restoration work.
[0072] S204. The repair tool terminal transports the corresponding repair elements to the corresponding temporary storage locations according to the number of elements of the repair elements filled in each partition to be repaired in the partition to be repaired information and the temporary storage locations corresponding to each partition to be repaired.
[0073] In this step, the ecological restoration scheduling platform determines the temporary storage location of the elements according to the area range of each partition to be restored, wherein the information of the partition to be restored includes the temporary storage location corresponding to each partition to be restored.
[0074] Specifically, the ecological restoration scheduling platform determines a set of candidate temporary storage locations based on the area to be restored. ,in, A set of candidate temporary storage locations The Candidate staging locations, A set of candidate temporary storage locations The number of candidate temporary storage locations in ; The ecological restoration scheduling platform selects candidate temporary storage locations from the set of candidate temporary storage locations according to the calibrated locations in the area of each zone to be restored. Determine the temporary storage position of the element in the set of candidate temporary storage positions The candidate temporary storage location with the shortest planned route to the calibrated location is selected as the element temporary storage point. By selecting the candidate temporary storage location with the shortest planned route to the calibrated location of the partition to be repaired as the element temporary storage point, the transportation distance from the temporary storage location to the actual repair area of the repair tool terminal can be greatly shortened, which not only reduces the transportation time, but also reduces the manpower, material and time costs in the transportation process, and improves the overall operation efficiency. This strategy takes into account geographic space factors and uses the shortest path algorithm (or similar optimization algorithm) to select the temporary storage location to ensure the optimization of the logistics path, which not only helps to improve transportation efficiency, but also reduces resource waste and environmental pollution caused by complex paths or unnecessary detours. When the repair tool terminal needs to quickly obtain repair elements, these pre-set, short-distance temporary storage locations can ensure timely supply, improve the response speed to repair needs, and help speed up the repair process.
[0075] Then, the repair tool terminal transports the corresponding repair elements to the corresponding temporary storage positions according to the element quantity of the repair elements filled in each partition to be repaired in the partition to be repaired information and the temporary storage positions corresponding to each partition to be repaired.
[0076] In the above scheme, the temporary storage location of the elements is determined in advance according to the regional scope of the partition to be repaired through the ecological restoration scheduling platform, and the location information is included in the partition information to be repaired, which can significantly reduce the preparation time before the repair operation. The repair tool terminal can directly obtain the exact location of the material storage, avoiding the situation of on-site search or wrong transportation, thereby improving the overall operation efficiency. In addition, through the above scheme, it is ensured that the number of repair elements (such as soil, vegetation, building materials, etc.) required for each partition to be repaired can be arranged in advance to the designated temporary storage location to achieve reasonable allocation and efficient utilization of resources. In addition, by sending detailed information of the partition to be repaired and the corresponding temporary storage location to the repair tool terminal, different repair teams or individuals can clearly understand their respective task areas and the location of the required materials to achieve information sharing. In addition, for the temporary storage location planning and scheduling strategy of the repair element, unnecessary material handling and transportation distance can be reduced, thereby reducing logistics costs and energy consumption, and the required repair elements can be delivered to the designated location in a timely and accurate manner, ensuring the continuity and timeliness of the repair work, and helping to efficiently complete the repair task according to the predetermined ecological restoration plan.
[0077] In addition, based on the above embodiment, the national land space ecological restoration data management system also includes a restoration monitoring terminal set, wherein each restoration monitoring terminal in the restoration monitoring terminal set is connected to the ecological restoration scheduling platform. Correspondingly, after the ecological restoration scheduling platform uses the preset ecological restoration model and generates the partition information to be restored according to the boundary of the area to be restored, it also includes: The ecological restoration scheduling platform sends the information of the partition to be restored to at least one restoration monitoring terminal in the restoration monitoring terminal set; The restoration monitoring terminal obtains target restoration element information for filling the target restoration element of the target partition to be restored, and uploads the target restoration element information and the current location information of the restoration detection terminal to the ecological restoration scheduling platform; The ecological restoration scheduling platform marks ecological restoration marks on the area to be restored based on the target restoration element information and the current location information to generate ecological restoration information. The ecological restoration information includes the regional scope corresponding to the area to be restored and the ecological restoration marks marked at the corresponding positions within the regional scope.
[0078] Specifically, after receiving the information of the partition to be repaired, the operator of the repair monitoring terminal will go to the designated area to conduct field surveys and repair work. During this process, the repair monitoring terminal will be responsible for collecting relevant information on the target repair elements used to fill the target partition to be repaired, such as soil type, vegetation type, repair materials, etc. At the same time, the terminal will also record and upload its current geographic location information so that the dispatching platform can track the progress of the repair work in real time.
[0079] After receiving the target restoration element information and current location information uploaded by the restoration monitoring terminal, the ecological restoration scheduling platform can process and analyze these data. Based on this information, the platform will mark the corresponding ecological restoration marks on the electronic map of the area to be restored. These marks not only clarify the restoration status of each partition, but also show the restoration measures taken and the restoration elements used at specific locations. Finally, the platform will generate a complete ecological restoration information including the scope of the area to be restored and the ecological restoration marks inside it, providing an important basis for subsequent restoration effect evaluation and continuous improvement.
[0080] It is worth noting that in the above scheme, by sending the information of the partitions to be repaired to the repair monitoring terminal in a timely manner, the on-site staff can quickly grasp the details of their respective responsible areas, including partition boundaries, repair requirements, etc. This information flow not only improves the transparency of the repair work, but also enables the scheduling platform to monitor the progress of the repair in real time and adjust the repair strategy in a timely manner, thereby enhancing the controllability of the overall repair process. In addition, the repair monitoring terminal can collect and upload information on the target repair elements, including key data such as type, quantity, and quality. At the same time, by marking the ecological restoration mark, the platform can clearly record the type and location of the repair elements used in each partition, providing an important reference for the subsequent evaluation and review of the repair effect. Then, the ecological restoration scheduling platform marks the ecological restoration mark on the area to be repaired according to the target restoration element information and current location information uploaded by the repair monitoring terminal, and generates an ecological restoration map containing detailed restoration information, which helps to intuitively display the progress of the repair work and also provides a visualization tool for the subsequent evaluation of the repair effect. In addition, by comparing the data changes before and after the repair, the platform can accurately evaluate the effectiveness of the repair measures, and adjust the repair plan accordingly, forming a closed-loop feedback mechanism, and continuously optimizing and improving the repair effect.
[0081] Furthermore, after the ecological restoration scheduling platform marks the ecological restoration mark on the area to be restored according to the target restoration element information and the current location information to generate ecological restoration information, it also includes: The restoration monitoring terminal obtains the target status information of the target restoration element and uploads the target status information to the ecological restoration scheduling platform; The ecological restoration scheduling platform generates ecological restoration evaluation information for the area to be restored based on the target status information of each target restoration element within the regional scope. The ecological restoration rating information is used to characterize the survival rate of the target restoration elements.
[0082] In the above scheme, the restoration monitoring terminal can obtain the status information of the target restoration elements (such as vegetation, soil conditioners, etc.) in real time, such as growth status, survival rate, etc., and upload this information to the ecological restoration scheduling platform in a timely manner. This enables the platform to grasp the progress of the restoration work and the actual performance of the restoration elements in the area to be restored in real time, providing a basis for the subsequent adjustment of restoration measures. By collecting and analyzing the status information of each target restoration element, the ecological restoration scheduling platform can generate ecological restoration evaluation information for the area to be restored, especially ecological restoration rating information for characterizing the survival rate of the target restoration elements. This evaluation method not only helps to quickly identify areas with poor restoration effects, but also can be used to evaluate the quality and effect of the entire restoration project. Then, based on the ecological restoration evaluation information, the ecological restoration scheduling platform can scientifically guide the adjustment of the restoration strategy. For restoration elements with low survival rates, the platform can generate secondary restoration instructions to supplement or replace failed restoration elements in a timely manner to ensure the continuity and effectiveness of the restoration work. At the same time, the platform can also further optimize key parameters such as zoning, restoration element selection and restoration time based on the evaluation information to improve the overall restoration effect. Through continuous monitoring and evaluation of the status information of the target restoration elements, the ecological restoration scheduling platform can ensure the long-term effect of the restoration project. By promptly discovering and resolving problems that arise during the restoration process, the platform can maximize the survival rate and growth quality of restoration elements, providing strong guarantees for the sustainable use of national land space.
[0083] Furthermore, after the restoration monitoring terminal obtains the target state information of the target restoration element and uploads the target state information to the ecological restoration scheduling platform, it may also include: If the ecological restoration scheduling platform determines that the target status information is abnormal status information, a secondary restoration instruction is generated and sent to the restoration monitoring terminal and / or the restoration tool terminal. The secondary restoration instruction is used to instruct the update of the target restoration element at the corresponding position.
[0084] In the above scheme, when the ecological restoration scheduling platform receives the abnormal status information uploaded by the restoration monitoring terminal, it can respond quickly and generate secondary restoration instructions. This mechanism of instant feedback and instruction issuance ensures that the restoration work can be handled as soon as possible when facing problems, avoids the accumulation and deterioration of problems, and speeds up the restoration process. In addition, by continuously monitoring the status of the target restoration elements and taking remedial measures immediately once an abnormality is found, the risk of restoration failure can be significantly reduced. This preventive maintenance strategy improves the survival rate of restoration elements and the success rate of restoration work, ensuring the overall quality of the restoration project. In addition, the precise sending of secondary restoration instructions enables the restoration tool terminal or the restoration monitoring terminal to carry out work in a targeted manner, avoiding unnecessary waste of resources. At the same time, through the timely handling of abnormal conditions, the repetitive work required due to restoration failure is also reduced, and the efficiency of resource utilization is improved. And by continuously monitoring and evaluating the status of restoration elements and handling abnormal situations in a timely manner, the restoration effect can be predicted more accurately.
[0085] Figure 3 Schematic diagram of the structure of the land space ecological restoration data management system according to an example embodiment of the present application. Figure 3 As shown, a land space ecological restoration data management system 300 provided in this embodiment includes: an ecological restoration scheduling platform 310 and a restoration tool terminal set 320, each restoration tool terminal in the restoration tool terminal set 320 is communicatively connected with the ecological restoration scheduling platform 310; Acquiring land space restoration project information through the ecological restoration scheduling platform 310, the land space restoration project information including the area to be restored, so as to generate a boundary of the area to be restored according to the area to be restored; The ecological restoration scheduling platform 310 uses a preset ecological restoration model and generates information of a partition to be restored according to the boundary of the area to be restored. The information of the partition to be restored includes a plurality of partitions to be restored and restoration elements for filling each of the partitions to be restored. The ecological restoration scheduling platform 310 sends the information of the partition to be restored to at least one restoration tool terminal in the restoration tool terminal set 320 to instruct the restoration tool terminal to perform ecological restoration operations on the area to be restored according to the information of the partition to be restored.
[0086] Optionally, the ecological restoration scheduling platform 310 uses a preset ecological restoration model and generates information of the partitions to be restored according to the boundaries of the area to be restored, including: The ecological restoration scheduling platform 310 obtains the altitude information of the area to be restored, and the altitude information includes an altitude set; The ecological restoration scheduling platform 310 determines a first spatial characteristic value and a second spatial characteristic value according to the altitude set; The ecological restoration scheduling platform 310 determines and generates the to-be-restored partition information according to the first spatial characteristic value and the second spatial characteristic value.
[0087] Optionally, the ecological restoration scheduling platform 310 determines and generates the to-be-restored partition information according to the first spatial feature value and the second spatial feature value, including: If the ecological restoration scheduling platform 310 determines that the first spatial feature value is less than the first spatial feature threshold, and the second spatial feature value is less than the second spatial feature threshold, a first partition to be restored and a second partition to be restored are generated according to the boundary of the area to be restored, the first partition to be restored surrounds the second partition to be restored, the area boundary of the first partition to be restored is the boundary between the boundary of the area to be restored and the second partition to be restored, and the minimum distance between the first partition to be restored and the second partition to be restored is greater than a preset distance threshold; The ecological restoration scheduling platform 310 determines the average altitude based on the altitude set, and determines the first restoration element and the second restoration element from the preset restoration element mapping table based on the average altitude, the first restoration element is used to fill the first partition to be restored, and the second restoration element is used to fill the second partition to be restored.
[0088] Optionally, the ecological restoration scheduling platform 310 determines and generates the to-be-restored partition information according to the first spatial feature value and the second spatial feature value, and further includes: If the ecological restoration scheduling platform 310 determines that the first spatial feature value is greater than the first spatial feature threshold, or the second spatial feature value is greater than the second spatial feature threshold, a contour map corresponding to the area to be restored is generated according to the altitude set, and the contour map includes a plurality of contour circle loops; The ecological restoration scheduling platform 310 determines the corresponding third restoration element from the preset restoration element mapping table according to each contour circle line, and the third restoration element is used to fill the partition to be restored enclosed between the corresponding contour circle line and the adjacent contour circle line.
[0089] Optionally, the ecological restoration scheduling platform 310 determines and generates the to-be-restored partition information according to the first spatial feature value and the second spatial feature value, and further includes: The ecological restoration scheduling platform 310 determines the number of elements of the corresponding restoration elements to be filled according to the area of each partition to be restored. The partition to be restored information includes the number of elements of the restoration elements filled in each partition to be restored.
[0090] Optionally, before the ecological restoration scheduling platform 310 sends the to-be-restored partition information to at least one restoration tool terminal in the restoration tool terminal set 320, it further includes: The ecological restoration scheduling platform 310 determines the temporary storage location of the elements according to the area range of each partition to be restored, and the partition information to be restored includes the temporary storage location corresponding to each partition to be restored; After the ecological restoration scheduling platform 310 sends the to-be-restored partition information to at least one restoration tool terminal in the restoration tool terminal set 320, the method further includes: The repair tool terminal transports the corresponding repair elements to the corresponding temporary storage positions according to the number of elements of the repair elements filled in each partition to be repaired in the partition to be repaired information and the temporary storage positions corresponding to each partition to be repaired.
[0091] Optionally, the ecological restoration scheduling platform 310 determines the temporary storage location of the elements according to the area range of each partition to be restored, including: The ecological restoration scheduling platform 310 determines a set of candidate temporary storage locations according to the area to be restored; The ecological restoration scheduling platform 310 determines the element temporary storage position from the candidate temporary storage position set according to the calibrated position in the area range of each partition to be restored, and the element temporary storage position is the candidate temporary storage position with the shortest planned route between the calibrated position and the candidate temporary storage position set.
[0092] Figure 4 is a schematic diagram of the structure of an electronic device according to an exemplary embodiment of the present application. Figure 4 As shown, an electronic device 400 provided in this embodiment includes: a processor 401 and a memory 402; wherein: The memory 402 is used to store computer programs, and the memory may also be a flash memory.
[0093] The processor 401 is used to execute the execution instructions stored in the memory to implement each step in the above method. For details, please refer to the relevant description in the above method embodiment.
[0094] Optionally, the memory 402 may be independent or integrated with the processor 401 .
[0095] When the memory 402 is a device independent of the processor 401, the electronic device 400 may further include: The bus 403 is used to connect the memory 402 and the processor 401 .
[0096] This embodiment further provides a readable storage medium, in which a computer program is stored. When at least one processor of an electronic device executes the computer program, the electronic device executes the methods provided in the above-mentioned various implementation modes.
[0097] This embodiment also provides a program product, which includes a computer program stored in a readable storage medium. At least one processor of the electronic device can read the computer program from the readable storage medium, and at least one processor executes the computer program so that the electronic device implements the methods provided in the above various embodiments.
[0098] Those skilled in the art will readily appreciate other embodiments of the present application after considering the specification and practicing the invention disclosed herein. The present application is intended to cover any modification, use or adaptation of the present application, which follows the general principles of the present application and includes common knowledge or customary techniques in the art that are not disclosed in the present application. The specification and examples are intended to be exemplary only, and the true scope and spirit of the present application are indicated by the claims.
[0099] It should be understood that the present application is not limited to the precise structures that have been described above and shown in the drawings, and that various modifications and changes may be made without departing from the scope thereof. The scope of the present application is limited only by the appended claims.
Claims
1. A method for processing land space ecological restoration data, characterized in that: Applied to a land space ecological restoration data management system, the land space ecological restoration data management system includes: an ecological restoration scheduling platform and a restoration tool terminal set, each restoration tool terminal in the restoration tool terminal set is communicatively connected with the ecological restoration scheduling platform; the method includes: Acquiring land space restoration project information through the ecological restoration scheduling platform, the land space restoration project information including the area to be restored, so as to generate the boundary of the area to be restored according to the area to be restored; The ecological restoration scheduling platform uses a preset ecological restoration model and generates information of a partition to be restored according to the boundary of the area to be restored. The information of the partition to be restored includes a plurality of partitions to be restored and restoration elements used to fill each of the partitions to be restored. The ecological restoration scheduling platform sends the information of the partition to be restored to at least one restoration tool terminal in the restoration tool terminal set to instruct the restoration tool terminal to perform ecological restoration operations on the area to be restored according to the information of the partition to be restored.
2. The method for processing land space ecological restoration data according to claim 1 is characterized in that: The ecological restoration scheduling platform uses a preset ecological restoration model and generates information of the partitions to be restored according to the boundaries of the area to be restored, including: The ecological restoration scheduling platform obtains the altitude information of the area to be restored, and the altitude information includes an altitude set; The ecological restoration scheduling platform determines a first spatial characteristic value and a second spatial characteristic value according to the altitude set; The ecological restoration scheduling platform determines and generates the to-be-restored partition information based on the first spatial characteristic value and the second spatial characteristic value.
3. The method for processing land space ecological restoration data according to claim 2 is characterized in that: The ecological restoration scheduling platform determines and generates the to-be-restored partition information according to the first spatial characteristic value and the second spatial characteristic value, including: If the ecological restoration scheduling platform determines that the first spatial characteristic value is less than the first spatial characteristic threshold, and the second spatial characteristic value is less than the second spatial characteristic threshold, a first partition to be restored and a second partition to be restored are generated according to the boundary of the area to be restored, the first partition to be restored surrounds the second partition to be restored, the area boundary of the first partition to be restored is the boundary between the boundary of the area to be restored and the second partition to be restored, and the minimum distance between the first partition to be restored and the second partition to be restored is greater than a preset distance threshold; The ecological restoration scheduling platform determines the average altitude based on the altitude set, and determines the first restoration element and the second restoration element from the preset restoration element mapping table based on the average altitude, the first restoration element is used to fill the first partition to be restored, and the second restoration element is used to fill the second partition to be restored.
4. The method for processing land space ecological restoration data according to claim 3 is characterized in that: The ecological restoration scheduling platform determines and generates the to-be-restored partition information according to the first spatial characteristic value and the second spatial characteristic value, and further includes: If the ecological restoration scheduling platform determines that the first spatial characteristic value is greater than the first spatial characteristic threshold, or the second spatial characteristic value is greater than the second spatial characteristic threshold, a contour map corresponding to the area to be restored is generated according to the altitude set, and the contour map includes a plurality of contour circle loops; The ecological restoration scheduling platform determines the corresponding third restoration element from the preset restoration element mapping table according to each contour circle line, and the third restoration element is used to fill the partition to be restored enclosed by the corresponding contour circle line and the adjacent contour circle line.
5. The method for processing land space ecological restoration data according to claim 3 or 4, characterized in that: The ecological restoration scheduling platform determines and generates the to-be-restored partition information according to the first spatial characteristic value and the second spatial characteristic value, and further includes: The ecological restoration scheduling platform determines the number of elements of the corresponding restoration elements to be filled according to the area of each partition to be restored, and the partition information to be restored includes the number of elements of the restoration elements filled in each partition to be restored.
6. The method for processing land space ecological restoration data according to claim 5 is characterized in that: Before the ecological restoration scheduling platform sends the to-be-restored partition information to at least one restoration tool terminal in the restoration tool terminal set, the method further includes: The ecological restoration scheduling platform determines the temporary storage location of the elements according to the area range of each partition to be restored, and the partition information to be restored includes the temporary storage location corresponding to each partition to be restored; After the ecological restoration scheduling platform sends the to-be-restored partition information to at least one restoration tool terminal in the restoration tool terminal set, the method further includes: The repair tool terminal transports the corresponding repair elements to the corresponding temporary storage positions according to the number of elements of the repair elements filled in each partition to be repaired in the partition to be repaired information and the temporary storage positions corresponding to each partition to be repaired.
7. The method for processing land space ecological restoration data according to claim 6 is characterized in that: The ecological restoration scheduling platform determines the temporary storage location of elements according to the area range of each partition to be restored, including: The ecological restoration scheduling platform determines a set of candidate temporary storage locations according to the area to be restored; The ecological restoration scheduling platform determines the element temporary storage position from the candidate temporary storage position set according to the calibrated position in the area range of each partition to be restored, and the element temporary storage position is the candidate temporary storage position with the shortest planned route between the calibrated position and the candidate temporary storage position set.
8. A land space ecological restoration data management system, characterized in that: include: An ecological restoration scheduling platform and a restoration tool terminal set, wherein each restoration tool terminal in the restoration tool terminal set is communicatively connected to the ecological restoration scheduling platform; Acquiring land space restoration project information through the ecological restoration scheduling platform, the land space restoration project information including the area to be restored, so as to generate the boundary of the area to be restored according to the area to be restored; The ecological restoration scheduling platform uses a preset ecological restoration model and generates information of a partition to be restored according to the boundary of the area to be restored. The information of the partition to be restored includes a plurality of partitions to be restored and restoration elements used to fill each of the partitions to be restored. The ecological restoration scheduling platform sends the information of the partition to be restored to at least one restoration tool terminal in the restoration tool terminal set to instruct the restoration tool terminal to perform ecological restoration operations on the area to be restored according to the information of the partition to be restored.
9. An electronic device, characterized in that: include: processor; as well as, A memory, configured to store executable instructions of the processor; The processor is configured to perform the method of any one of claims 1 to 7 by executing the executable instructions.
10. A computer-readable storage medium, characterized in that: The computer-readable storage medium stores computer-executable instructions, which are used to implement the method according to any one of claims 1 to 7 when executed by a processor.
Citation Information
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