CN113065688A - Territorial function-based territorial space division simulation system, method and terminal - Google Patents
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Abstract
The application relates to the technical field of territory space division, in particular to a territory space division simulation system, a method and a terminal based on a regional function, aiming at solving the defects that in the prior art, a plurality of dimensions and different calculation elements exist in data processing in a territory planning process, and the calculation efficiency is low due to overlarge calculated amount.
Description
Technical Field
The application relates to the technical field of territory spatial division, in particular to a territory spatial division simulation system, a territory spatial division simulation method and a territory spatial division simulation terminal based on regional functions.
Background
The territorial space is the territorial space within the jurisdiction range of the national mastership and the masterright, and the territorial space of China is a material entity consisting of various natural elements and human factors and is a material basis or resource for the national social and economic development, and a place or environment for the national existence and various activities.
The territorial space planning is an important link of urban construction and agricultural planning, and the reasonable planning of agricultural land, construction land and ecological land can protect land resources to the greatest extent, so that the territorial resources need to be planned more efficiently, and different types of territories can play due roles as far as possible.
The planning basis of the current territorial space planning department is to define city development boundaries, permanent basic farmland red lines and ecological protection lines, and form reasonable spatial layout of cities, towns, agriculture and ecology. And constructing a space planning system which takes space management and space structure optimization as main contents and forms uniform, mutually connected and graded pipe bodies.
For the related technologies, the inventor thinks that there are a plurality of dimensions and different calculation elements for data processing in the homeland planning process, and the calculation amount is too large, resulting in a low calculation efficiency.
Disclosure of Invention
In order to reduce the calculated amount of the territorial space planning and further improve the calculation efficiency of the territorial space planning work, the application provides a territorial space division simulation system, a territorial space division simulation method and a territorial space division simulation terminal based on the regional function.
In a first aspect, the present application provides a territorial space division simulation system based on regional functions, which adopts the following technical scheme:
a territorial space division simulation system based on regional functions comprises: the system comprises a pre-established data module, a planning decision model module, a planning application module, a dynamic monitoring module and a data operation and maintenance management module; the data module is used for storing initial data and fixed information data in the territorial space division simulation system; the planning decision model module is used for carrying out intelligent simulation planning on the homeland data to be planned through various intelligent data models to obtain a homeland planning decision scheme; the planning application module is used for supporting and developing homeland space planning auxiliary application through data, information and knowledge technologies; the dynamic monitoring module is used for dynamically monitoring and acquiring information data of the land to be planned; and the data operation and maintenance management module is used for carrying out operations such as change management on data in the system.
By adopting the technical scheme, all data for assisting the land to be planned to be spatially planned are stored in the pre-established data module, so that a user can conveniently and rapidly retrieve and call the data, the comprehensiveness of the data in the system is enhanced, and the transfer efficiency of the data in the system is improved; the planning decision model module carries out analog simulation on the data of the land to be planned and assists the land to be planned to complete homeland planning or planning scheme evaluation; the planning application module mobilizes resources in the homeland space dividing system, meets the use requirements of users from multiple angles, and improves the practicability of the homeland space dividing system; the dynamic monitoring module monitors and records the land data in the planning scheme, so that a user can conveniently master the related data of the land and adjust the planning scheme, and the scientificity of the planning scheme is improved; finally, the data operation and maintenance management module manages and counts the data in the system, so that the flexibility of data circulation in the system is improved conveniently; finally, the relevant data of the land to be planned are classified and stored in the system, and the intelligent model is used for simulating to obtain a planning scheme.
Optionally, the data module includes: the database submodule is used for storing relevant data applied to the whole process of homeland space planning compilation, approval, implementation, monitoring, evaluation and the like; and the index library submodule is used for storing the implementation evaluation indexes of the national-province-city three-level territorial space planning which is hierarchically and hierarchically designed and constructed.
By adopting the technical scheme, the relevant data of the territory planning in the database sub-module is stored in full, the calculation amount and the retrieval time consumption during the use of the data are reduced in a classification mode, the effect of improving the use efficiency of the data is achieved, and the work efficiency of the territory space planning is further improved; the evaluation indexes implemented by the territorial space planning in the index library submodule are stored and constructed in a grading and layering mode, so that the territorial space planning of different levels is supported by indexes of corresponding grades, the redundancy of calculation during territorial space planning evaluation is reduced, and the use efficiency of terminal calculation resources is improved.
Optionally, the planning decision model module includes: the planning auxiliary model submodule is used for carrying out auxiliary planning on the territorial space division; and the detection evaluation model submodule is used for monitoring and evaluating the territorial space planning scheme from different elements of multiple dimensions.
By adopting the technical scheme, on one hand, the planning auxiliary model submodule is adopted to carry out simulation on data to be planned in the system, so that the efficiency of the territorial space planning is favorably improved, on the other hand, the planning decision model submodule is also provided with the detection evaluation model submodule while the planning auxiliary model submodule is arranged, so that the territorial space planning map generated in the system is conveniently detected and evaluated, the planning scheme is limited through the preset standard, and the scientificity and the rationality of the planning scheme are favorably improved.
Optionally, the planning application module includes: the planning auxiliary application submodule is used for providing an auxiliary tool and a service function for the homeland space planning work; and the auxiliary examination application sub-module is used for providing quality inspection of the planning result or auxiliary examination service for the homeland space planning result.
By adopting the technical scheme, the planning application module provides a user with multi-aspect application related to the territory planning by utilizing data resources and computing resources in the system, the application value of the territory space planning is expanded, the practicability of the territory space planning system is further improved, meanwhile, an auxiliary examination application sub-module is arranged in the system, examination and evaluation of the territory space planning drawing generated by the system are facilitated, and the efficiency of examination work of the territory space planning drawing is improved while the compliance of planning results is improved.
Optionally, the dynamic monitoring module includes: the monitoring, evaluating and early warning application submodule is used for carrying out continuous supervision work on the implementation situation of the territorial space planning; and the bearing capacity monitoring and early warning application submodule is used for accessing the bearing capacity monitoring data of the single resource environment of each relevant department and realizing real-time supervision.
By adopting the technical scheme, the dynamic monitoring module is internally provided with the monitoring, evaluating and early warning application module and the bearing capacity monitoring and early warning application module, and the monitoring, evaluating and early warning application submodule is convenient for carrying out long-term monitoring on the planning implementation condition of the homeland space and provides a decision basis for space fine control and planning dynamic optimization; the bearing capacity monitoring and early warning application integrates the single resource environment bearing capacity monitoring data of each relevant department, is beneficial to realizing the comprehensive supervision of the resource environment bearing capacity, and finally promotes the dual-evaluation standard guarantee of the homeland space planning.
Optionally, the data operation and maintenance management module includes: the data newly-adding module is used for adding data to the data module; the data modification submodule is used for adjusting and modifying the data in the data module; and the data deleting submodule is used for deleting the data in the data module.
By adopting the technical scheme, the data operation and maintenance management module is used for adding, modifying, deleting and the like to the data in the system, so that the operability of the data in the system is improved, the rapid updating and adjusting of the data in the system are facilitated, and the accuracy and the real-time performance of a system simulation result are further facilitated to be maintained.
Optionally, the data operation and maintenance management module further includes: and the data statistical analysis submodule is used for carrying out comparison statistics on various data of the land to be planned to obtain a comparison analysis result.
By adopting the technical scheme, the data statistical analysis submodule arranged in the data operation and maintenance management module performs statistical arrangement on the data of the land to be planned, the calculation accuracy of the simulation model in the system is improved through the data obtained through statistics, and finally the accuracy of the output result of the territorial space division simulation system is improved.
In a second aspect, the present application provides a territorial space division simulation method based on regional functions, which adopts the following technical scheme:
a territorial space division simulation method based on regional functions comprises the following steps: acquiring related initial data of the territorial space planning, and presetting a base number and a base map data category table according to the related initial data; constructing base number and base map data according to the base number and base map data category table of the related initial data, and storing the base number and base map data in a data module; acquiring case data of a homeland space plan, establishing a planning auxiliary model and a detection evaluation model, and inputting the case data into the planning auxiliary model for simulation; converting the base number and base map data into spatial data based on the same standard to obtain a territorial spatial distribution map; inputting the territorial earth space distribution diagram into the planning auxiliary model for simulation to obtain an territorial earth space planning diagram; and inputting the territorial space planning map into a detection evaluation model, and detecting and evaluating the territorial space planning map based on the territorial space planning standard.
By adopting the technical scheme, multidimensional data required by the territorial space planning are classified in advance according to the base numbers and the base map data and stored in the database, the retrieval and calling efficiency of the data is improved, case data are input into the planning auxiliary model and the detection and evaluation model, the simulation accuracy of the model is improved, further, the multidimensional data are converted into unified space data for calculation, the complexity of calculation algorithm compiling is reduced, meanwhile, the situation of non-intercommunication during calculation among elements of different units is reduced, the calculation efficiency of the simulation planning scheme is improved, finally, the territorial space planning scheme is further checked by the detection and evaluation model, and the compliance of the planning scheme is improved.
In a third aspect, the present application provides an intelligent terminal, which adopts the following technical scheme:
an intelligent terminal comprising a memory, a processor and a computer program stored in the memory and configured to be executed by the processor, the computer program being loadable by the processor and adapted to carry out the method as described above.
In summary, the present application includes at least one of the following beneficial technical effects:
1. all data for assisting the land to be planned to be spatially planned are stored in the pre-established data module, so that a user can conveniently and rapidly retrieve and call the data, the comprehensiveness of the data in the system is enhanced, and the transfer efficiency of the data in the system is improved; the planning decision model module carries out analog simulation on the data of the land to be planned and assists the land to be planned to complete homeland planning or planning scheme evaluation; the planning application module mobilizes resources in the homeland space dividing system, meets the use requirements of users from multiple angles, and improves the practicability of the homeland space dividing system; the dynamic monitoring module monitors and records the land data in the planning scheme, so that a user can conveniently master the related data of the land and adjust the planning scheme, and the scientificity of the planning scheme is improved; finally, the data operation and maintenance management module manages and counts the data in the system, so that the flexibility of data circulation in the system is improved conveniently; finally, the relevant data of the land to be planned is classified and stored in the system, and a planning scheme is obtained by simulating through an intelligent model;
2. a monitoring, evaluating and early warning application module and a bearing capacity monitoring and early warning application module are arranged in the dynamic monitoring module, and the monitoring, evaluating and early warning application submodule is convenient for carrying out long-term monitoring on the planning implementation condition of the homeland space and provides decision basis for space fine treatment and planning dynamic optimization; the bearing capacity monitoring and early warning application integrates the single resource environment bearing capacity monitoring data of each relevant department, is beneficial to realizing the comprehensive supervision of the resource environment bearing capacity, and finally promotes the dual-evaluation standard guarantee of the homeland space planning;
3. the multidimensional data required by the territorial space planning is classified in advance according to the base number and the base map data and stored in the database, the retrieval and calling efficiency of the data is improved, case data are input into the planning auxiliary model and the detection evaluation model, the simulation accuracy of the model is improved, further, the multidimensional data are converted into unified space data for calculation, the complexity of calculation algorithm compiling is reduced, meanwhile, the situation of non-intercommunication during calculation among elements of different units is reduced, the calculation efficiency of the simulation planning scheme is improved, finally, the territorial space planning scheme is further checked through the detection evaluation model, and the compliance of the planning scheme is improved.
Drawings
Fig. 1 is a system block diagram of a territorial space division simulation system based on regional functions shown in an embodiment of the present application;
fig. 2 is a block flow diagram of a territorial space division simulation system based on regional functions shown in an embodiment of the present application;
fig. 3 is a block flow diagram of a territorial space division simulation method based on a region function shown in an embodiment of the present application.
Description of reference numerals: 1. a data module; 11. a database sub-module; 12. an index library submodule; 2. a planning decision model module; 21. a planning assistance model submodule; 22. detecting an evaluation model submodule; 3. a planning application module; 31. a planning assistance application submodule; 32. an auxiliary review application sub-module; 4. a dynamic monitoring module; 41. a monitoring, evaluating and early warning application submodule; 42. a bearing capacity monitoring and early warning application submodule; 5. a data operation and maintenance management module; 51. a data newly-added module; 52. a data modification submodule; 53. a data pruning submodule; 54. and a data statistical analysis submodule.
Detailed Description
The present application is described in further detail below with reference to figures 1-3.
The embodiment of the application discloses a territorial space division simulation system based on regional functions.
Referring to fig. 1, a territorial space division simulation system based on regional functions includes: the system comprises a data module 1, a planning decision model module 2, a planning application module 3, a dynamic monitoring module 4 and a data operation and maintenance management module 5.
Referring to fig. 1 and 2, the data module 1 is configured to store initial data and fixed information data in the territorial space division simulation system, and specifically includes a database submodule 11 and an index database submodule 12. The database submodule 11 includes current situation data, control data, management data, socioeconomic data and the like applied to the whole process of national space planning compilation, approval, implementation, monitoring, assessment and early warning and the like, and the index library submodule 12 carries out hierarchical design on national-province-city-county three-level national space planning implementation assessment indexes related to the national space planning, localizes and characterizes the research result of an index system, so that each province, city and county can flexibly increase and decrease the local national space planning indexes according to the basic requirements of the national space planning indexes and in combination with the development positioning, resource endowment, cultural characteristics and the like of the region to be planned. And constructing a data layer for forming the territorial space division simulation system by using the data module 1 comprising the database submodule 11 and the index database submodule 12.
Referring to fig. 1 and 2, a data operation and maintenance management module 5 for performing change management on data in the system is further arranged in the territorial space division simulation system, a data adding submodule 51 for adding data into the data module 1, a data modifying submodule 52 for adjusting and modifying data in the data module 1, a data deleting submodule 53 for deleting data in the data module 1, and a data statistical analysis submodule 54 for performing comparative statistics on dynamic changes of each item of data in the data module 1 and acquiring comparative analysis results of the data are arranged in the data operation and maintenance management module 5. The data statistical analysis sub-module 54 compares, analyzes and displays the data in the form of icons such as line graphs, which is beneficial for the user to intuitively obtain the variation trend of all the data and is convenient for analysis. In addition, the data operation and maintenance management module 5 is configured to be connected with the data module 1 through remote communication or the like, and before the data operation and maintenance management module 5 performs maintenance management on the data module 1, authentication is configured, which is helpful for improving the security of data in the system.
Referring to fig. 1 and fig. 2, the planning decision model module 2 is configured to perform intelligent simulation planning on the homeland data to be planned through multiple intelligent data models, and finally obtain a homeland planning scheme, and specifically includes a planning assistance model submodule 21 for assisting the homeland space planning and a detection evaluation model submodule 22 for monitoring and evaluating the homeland space planning scheme. The planning auxiliary model submodule 21 comprises a homeland space analysis model, a remote sensing interpretation model, a resource environment evaluation model, a population prediction model, an industry prediction model, a functional network identification model, a facility evaluation model, a facility site selection model and the like, and the combination of the multiple intelligent data processing models is helpful for improving the accuracy of a homeland space planning scheme while efficiently completing the homeland space planning work. The detection evaluation model submodule 22 includes a city operation simulation model and the like, and is helpful for simulating and observing the reasonability of the execution of the territorial space planning scheme, and is convenient for improving the quality of the territorial space planning scheme. The detection and evaluation model is provided with a user side, and the user side is used for enabling a user to adjust evaluation indexes and set threshold values according to the requirements of the area where the user is located, so that the flexibility of the detection and evaluation model in use is improved conveniently.
The planning auxiliary model submodule 21 and the detection evaluation model submodule 22 form a model layer of the territorial space planning system, and are both set to adopt a large amount of case data of territorial space planning to carry out simulation learning.
Referring to fig. 1 and 2, the planning application module 3 is used for developing a homeland space planning auxiliary application through data, information and knowledge technical support, and includes a planning auxiliary application sub-module 31 for providing auxiliary tools and service functions for homeland space planning work and an auxiliary review application sub-module 32 for providing quality inspection or auxiliary review service for homeland space planning results. The planning auxiliary application submodule 31 specifically includes auxiliary tools and service functions for providing base number, base map data processing, double evaluation, three-zone three-line planning, element configuration and the like for the territorial space planning, and is convenient for assisting a user to complete the relevant work of the territorial space planning. The auxiliary examination application sub-module 32 specifically provides quality inspection and auxiliary examination services for the planning result, so as to facilitate rapid detection of whether the planning scheme meets relevant requirements, and to facilitate improvement of the compliance of the planning scheme.
Referring to fig. 1 and fig. 2, the dynamic monitoring module 4 is configured to dynamically monitor and acquire information data of a land to be planned, and specifically includes a monitoring, evaluating and early warning application submodule 41 configured to perform continuous supervision on implementation conditions of a territorial space planning, and a bearing capacity monitoring and early warning application submodule 42 configured to implement comprehensive supervision on bearing capacity of resource environments in the planned territorial. The monitoring, evaluating and early warning application submodule 41 constructs a planning implementation evaluation index system and a special evaluation and early warning model based on data in the index library submodule 12, performs long-term monitoring, periodic physical examination, problem recognition, timely early warning and the like on the actual implementation condition of the territorial space planning, is beneficial to providing decision basis for the fine control of the territorial space and the dynamic optimization of planning, and is finally beneficial to improving the quality of the territorial planning scheme. The bearing capacity monitoring and early warning application sub-module 42 integrates and accesses the single resource environment bearing capacity data of each relevant department, dynamically fuses in real time, is beneficial to realizing the comprehensive supervision, the grading early warning, the dynamic evaluation and the decision support of the resource environment bearing capacity, and enhances the compliance of the territorial space planning scheme.
Based on the system, the embodiment of the application also discloses a territorial space division simulation method based on the region function, and referring to fig. 3, the territorial space division simulation method based on the region function comprises the following steps:
s100, acquiring relevant initial data of the territorial space planning, and presetting a base number and a base map data category table according to the relevant initial data;
the related initial data is set as full-volume and multi-source data, the types of the related initial data comprise planning data (control lines, space planning, special planning, mineral products, addresses and disaster planning), management data (real estate registration, suggested project approval, mineral products and natural resource management), current situation data (remote sensing mapping, geology and environment, land utilization, natural resources), social and economic data (social data, economic data, population data and traffic data) and the like, the format of the related initial data comprises paper files, picture data, drawing data and the like, and the comprehensive degree of the data is improved. Before compiling the base number and base map data category table, the related initial data collected in the system is primarily transferred, so that a complete data category table can be conveniently obtained.
The related initial data is also supplemented with examination index data, and specifically comprises country-level index data, provincial-level index data and city-level index data.
S200, constructing base number and base map data according to the base number and base map data type table by the related initial data, and storing the base number and base map data in a database;
after the related initial data are classified according to the base number and the base map data category table, the related initial data are respectively stored in the database and the index library according to the category of the data, so that the data can be called quickly when in use.
S300, obtaining case data of the homeland space planning, establishing a planning auxiliary model and a detection evaluation model, and inputting the case data into the planning auxiliary model for simulation;
the case data comprises a plurality of territorial space planning cases which correspond to the following cases: planning data, management data, current data, social and economic data and other initial data of the planning area, a specific planning scheme corresponding to the planning area, operation monitoring data after implementation and the like, and finally, a planning auxiliary model and a detection evaluation model are obtained through case data training.
Furthermore, the achievements output by the planning auxiliary model and the detection evaluation model are circularly accumulated in the model, and the model is repeatedly trained, so that the growth efficiency of the model is improved conveniently.
S400, converting the base number and base map data into spatial data based on the same standard to obtain a territorial spatial distribution map;
and extracting the base number and base map data stored in the database, matching address information contained in the text of the base number data with a standard address, acquiring address data and vector data, and adding the address data and the vector data to the base number data. On the other hand, the base map data are scanned to obtain rasterized base map data, and then the rasterized base map data are vectorized to obtain vector data of the base map data. And matching the address data of the base data with the vector data of the vector data and the base map data, and assembling to obtain a territorial space distribution map.
S500, inputting the territorial earth space distribution diagram into a planning auxiliary model for simulation to obtain an territorial earth space planning diagram;
acquiring the personalized requirements which are input by a user and are related to the current territorial space planning task, and then inputting the territorial space distribution diagram of the land to be planned into the planning auxiliary model to obtain the territorial space planning diagram.
S600, inputting the territorial space planning map into a detection evaluation model, and detecting and evaluating the territorial space planning map based on the territorial space planning standard;
obtaining evaluation indexes which are input by a user side and related to the characteristic requirements of the region to be planned and correspond to the territorial space planning map, then inputting the territorial space planning map into a detection evaluation model for operation simulation according to a calculation mode that the evaluation indexes corresponding to the characteristic requirements match the characteristics, and obtaining a detection evaluation result.
The embodiment of the application also discloses an intelligent terminal, which comprises a memory and a processor, wherein the memory is stored with a computer program which can be loaded by the processor and can execute the territorial space division simulation method based on the region function.
The embodiment of the present application further discloses a computer-readable storage medium, which stores a computer program that can be loaded by a processor and execute the method for optimizing a city in multimodal transportation as described above, and the computer-readable storage medium includes, for example: various media capable of storing program codes, such as a usb disk, a removable hard disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk, or an optical disk.
The above examples are only used to illustrate the technical solutions of the present application, and do not limit the scope of protection of the application. It is to be understood that the embodiments described are only some of the embodiments of the present application and not all of them. All other embodiments, which can be derived by a person skilled in the art from these embodiments without making any inventive step, are within the scope of the present application.
Claims (9)
1. A territorial space division simulation system based on regional functions is characterized by comprising: the system comprises a pre-established data module (1), a planning decision model module (2), a planning application module (3), a dynamic monitoring module (4) and a data operation and maintenance management module (5);
the data module (1) is used for storing initial data and fixed information data in the territorial space division simulation system;
the planning decision model module (2) is used for carrying out intelligent simulation planning on the homeland data to be planned through various intelligent data models to obtain a homeland planning decision scheme;
the planning application module (3) is used for supporting and developing homeland space planning auxiliary application through data, information and knowledge technologies;
the dynamic monitoring module (4) is used for dynamically monitoring and acquiring information data of the land to be planned;
and the data operation and maintenance management module (5) is used for carrying out operations such as change management on data in the system.
2. The territorial space division simulation system based on regional function according to claim 1, wherein the data module (1) comprises:
the database submodule (11) is used for storing relevant data applied to the whole process of homeland space planning compilation, examination and approval, implementation, monitoring, evaluation and the like;
and the index library submodule (12) is used for storing the implementation evaluation indexes of the national-province-city-county three-level territorial space planning which is hierarchically and hierarchically designed and constructed.
3. The territorial space division simulation system based on regional function according to claim 1, wherein the planning decision model module (2) comprises:
the planning auxiliary model submodule (21) is used for carrying out auxiliary planning on the territorial space division;
and the detection and evaluation model submodule (22) is used for monitoring and evaluating the territorial space planning scheme from different elements of multiple dimensions.
4. The territorial space division simulation system based on regional function according to claim 1, wherein the planning application module (3) comprises:
the planning auxiliary application submodule (31) is used for providing an auxiliary tool and a service function for the homeland space planning work;
and the auxiliary examination application sub-module (32) is used for providing quality inspection of the planning result or auxiliary examination service for the homeland space planning result.
5. The territorial space division simulation system based on regional function according to claim 1, wherein the dynamic monitoring module (4) comprises:
the monitoring, evaluating and early warning application submodule (41) is used for carrying out continuous supervision work on the implementation situation of the territorial space planning;
and the bearing capacity monitoring and early warning application submodule (42) is used for accessing the bearing capacity monitoring data of the single resource environment of each relevant department and realizing real-time supervision.
6. The territorial space division simulation system based on regional function according to claim 1, wherein the data operation and maintenance management module (5) comprises:
the data adding submodule (51) is used for adding data to the data module (1);
the data modification submodule (52) is used for adjusting and modifying the data in the data module (1);
and the data deleting submodule (53) is used for deleting the data in the data module (1).
7. The territorial space division simulation system based on regional function according to claim 6, wherein the data operation and maintenance management module (5) further comprises:
and the data statistical analysis submodule (54) is used for carrying out comparative statistics on various data of the land to be planned to obtain comparative analysis results.
8. A territorial space division simulation method based on regional functions is characterized by comprising the following steps of:
acquiring related initial data of the territorial space planning, and presetting a base number and a base map data category table according to the related initial data;
constructing base number and base map data according to the base number and base map data category table of the related initial data, and storing the base number and base map data in a data module;
acquiring case data of a homeland space plan, establishing a planning auxiliary model and a detection evaluation model, and inputting the case data into the planning auxiliary model for simulation;
converting the base number and base map data into spatial data based on the same standard to obtain a territorial spatial distribution map;
inputting the territorial earth space distribution diagram into the planning auxiliary model for simulation to obtain an territorial earth space planning diagram;
and inputting the territorial space planning map into a detection evaluation model, and detecting and evaluating the territorial space planning map based on the territorial space planning standard.
9. An intelligent terminal, comprising a memory, a processor, and a computer program stored in the memory and configured to be executed by the processor, the computer program being loadable by the processor and adapted to carry out the method of claim 8.
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Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113850350A (en) * | 2021-11-30 | 2021-12-28 | 中哲国际工程设计有限公司 | Urban building land intelligent planning system and method |
| CN117112703A (en) * | 2023-08-14 | 2023-11-24 | 深圳市规划国土发展研究中心 | Space planning stock unit identification method based on multidimensional analysis |
| CN118296095A (en) * | 2024-06-05 | 2024-07-05 | 山东省国土空间生态修复中心(山东省地质灾害防治技术指导中心、山东省土地储备中心) | Method and system for determining regional boundary in homeland space planning |
Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110298553A (en) * | 2019-06-04 | 2019-10-01 | 广州市城市规划勘测设计研究院 | A kind of National land space planing method, system and equipment based on GIS |
| CN110648266A (en) * | 2019-09-05 | 2020-01-03 | 广州图测智能科技有限公司 | Management system and method for territorial space planning detection evaluation and early warning information |
| CN111539659A (en) * | 2020-07-07 | 2020-08-14 | 航天宏图信息技术股份有限公司 | Territorial space planning system and method and electronic equipment |
-
2021
- 2021-03-18 CN CN202110289326.0A patent/CN113065688A/en active Pending
Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110298553A (en) * | 2019-06-04 | 2019-10-01 | 广州市城市规划勘测设计研究院 | A kind of National land space planing method, system and equipment based on GIS |
| CN110648266A (en) * | 2019-09-05 | 2020-01-03 | 广州图测智能科技有限公司 | Management system and method for territorial space planning detection evaluation and early warning information |
| CN111539659A (en) * | 2020-07-07 | 2020-08-14 | 航天宏图信息技术股份有限公司 | Territorial space planning system and method and electronic equipment |
Non-Patent Citations (1)
| Title |
|---|
| 刘稳等: "面向国土空间规划的不同用地分类体系差异与融合", 《城市发展研究》 * |
Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113850350A (en) * | 2021-11-30 | 2021-12-28 | 中哲国际工程设计有限公司 | Urban building land intelligent planning system and method |
| CN113850350B (en) * | 2021-11-30 | 2022-04-22 | 中哲国际工程设计有限公司 | Urban building land intelligent planning system and method |
| CN117112703A (en) * | 2023-08-14 | 2023-11-24 | 深圳市规划国土发展研究中心 | Space planning stock unit identification method based on multidimensional analysis |
| CN118296095A (en) * | 2024-06-05 | 2024-07-05 | 山东省国土空间生态修复中心(山东省地质灾害防治技术指导中心、山东省土地储备中心) | Method and system for determining regional boundary in homeland space planning |
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