CN113011768A - Public facility data processing method, system, electronic device and medium - Google Patents
Public facility data processing method, system, electronic device and medium Download PDFInfo
- Publication number
- CN113011768A CN113011768A CN202110347255.5A CN202110347255A CN113011768A CN 113011768 A CN113011768 A CN 113011768A CN 202110347255 A CN202110347255 A CN 202110347255A CN 113011768 A CN113011768 A CN 113011768A
- Authority
- CN
- China
- Prior art keywords
- construction
- entity
- doors
- plots
- public
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
- 238000003672 processing method Methods 0.000 title claims abstract description 13
- 238000010276 construction Methods 0.000 claims abstract description 122
- 238000012545 processing Methods 0.000 claims abstract description 20
- 238000000034 method Methods 0.000 claims abstract description 17
- 238000012216 screening Methods 0.000 claims abstract description 13
- 238000004364 calculation method Methods 0.000 claims description 24
- 238000004590 computer program Methods 0.000 claims description 3
- 239000000463 material Substances 0.000 claims description 3
- 238000013461 design Methods 0.000 abstract description 4
- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 description 6
- 238000011161 development Methods 0.000 description 5
- 238000010586 diagram Methods 0.000 description 5
- 230000004888 barrier function Effects 0.000 description 4
- 230000036541 health Effects 0.000 description 4
- 238000004458 analytical method Methods 0.000 description 3
- 238000004891 communication Methods 0.000 description 3
- 230000003287 optical effect Effects 0.000 description 3
- 238000011160 research Methods 0.000 description 3
- 230000006870 function Effects 0.000 description 2
- 238000013507 mapping Methods 0.000 description 2
- 238000005065 mining Methods 0.000 description 2
- 238000012986 modification Methods 0.000 description 2
- 230000004048 modification Effects 0.000 description 2
- 239000013307 optical fiber Substances 0.000 description 2
- 238000012800 visualization Methods 0.000 description 2
- 238000003491 array Methods 0.000 description 1
- 230000006399 behavior Effects 0.000 description 1
- 230000005540 biological transmission Effects 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 235000021384 green leafy vegetables Nutrition 0.000 description 1
- 230000006872 improvement Effects 0.000 description 1
- 238000007726 management method Methods 0.000 description 1
- 230000002093 peripheral effect Effects 0.000 description 1
- 230000008569 process Effects 0.000 description 1
- 230000000644 propagated effect Effects 0.000 description 1
- 239000004065 semiconductor Substances 0.000 description 1
- 230000002618 waking effect Effects 0.000 description 1
Images
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/063—Operations research, analysis or management
- G06Q10/0639—Performance analysis of employees; Performance analysis of enterprise or organisation operations
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
- G06Q50/08—Construction
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
- G06Q50/10—Services
- G06Q50/26—Government or public services
Landscapes
- Business, Economics & Management (AREA)
- Human Resources & Organizations (AREA)
- Engineering & Computer Science (AREA)
- Strategic Management (AREA)
- Tourism & Hospitality (AREA)
- Economics (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Development Economics (AREA)
- Marketing (AREA)
- General Business, Economics & Management (AREA)
- Physics & Mathematics (AREA)
- Educational Administration (AREA)
- Entrepreneurship & Innovation (AREA)
- Health & Medical Sciences (AREA)
- General Health & Medical Sciences (AREA)
- Primary Health Care (AREA)
- Quality & Reliability (AREA)
- Operations Research (AREA)
- Game Theory and Decision Science (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
The invention relates to the field of urban planning design and provides a public facility data processing method, a public facility data processing system, electronic equipment and a medium. The method comprises the following steps: finding out public facilities and building plots in the designated area based on the geographic entity data; acquiring entity doors of the public facilities and the construction plots; calculating paths from all entity doors of the construction plots to all entity doors of the public facilities according to the road network model; screening out paths smaller than a preset distance, and finding out a construction land covered by the service based on the affiliation relationship between the construction land and the entity door corresponding to the construction land; and acquiring the areas of all the construction plots, and calculating the service coverage rate of the public facilities in the specified area based on the areas of the construction plots covered by the service. According to the invention, based on the public facilities and the road network of the entity, the construction land blocks which can be reached by walking within the preset time are screened out according to the paths between the entity doors, so that the coverage rate of the public facilities can be accurately calculated.
Description
Technical Field
The invention relates to the field of urban planning design, in particular to a method, a system, electronic equipment and a medium for processing public facility data.
Background
The construction and development of cities do not leave the layout of public facilities. The reasonable layout of the public facilities can ensure the life livable of urban residents, and can also scientifically, reasonably, economically and effectively utilize the land, ensure the planning and design quality of urban residential areas and standardize the construction and management of the urban residential areas.
The existing processing method for the service coverage rate of the public facilities is to calculate the percentage of the total area of all circular areas (the overlapped part is only calculated once) which are drawn by taking each facility as the center of a circle and the service radius as the radius to the area of a planning area. For example: the "City park green land 500m service radius should cover more than 90% of the residential land" in the City park green land planning Standard (GB/T51346-2019), wherein the planned new area should reach 100% and the old urban area should reach 80%. "as shown in fig. 1, the residential areas related to the 500m service radius of the park G include ten residential areas, i.e., a residential area R1, a residential area R2, a residential area R3, a residential area R4, a residential area R5, a residential area R6, a residential area R7, a residential area R8, a residential area R9, and a residential area R10, and meet the requirements of the regulations. However, as can be seen from figure 1, less than five percent of the populated areas R3 and R6 are within the service radius, and directly regarding the populated areas R3 and R6 as being very involved in park G coverage; further, although some residential quarters are close to the park, they cannot actually reach the park G easily because of the case where the road is meandering, the positions of the entrances and exits of the quarters are not proper, and space barriers (walls, canal water systems) are present (fig. 2 shows that the walls block the greenbelts of the park and the neighboring residential quarters, and fig. 3 shows that water system barriers are present near the entrances of the quarters and the water system barriers need to go around to the park).
Therefore, it is highly desirable to invent a method and system for processing utility data to accurately calculate the coverage of utility services.
Disclosure of Invention
The invention aims to provide a public facility data processing method which can accurately and conveniently calculate the coverage rate of public facility service.
To solve the above technical problem, as an aspect of the present invention, there is provided a method for processing utility data, including the steps of:
s1: based on the geographic entity data, finding one or more public facilities and one or more types of building blocks in a designated area;
s2: acquiring the entity doors of the public facilities and the construction plots, and establishing the affiliation relationship between the public facilities and the construction plots and the corresponding entity doors;
s3: calculating paths from all entity doors of the construction plots to all entity doors of the public facilities according to the road network model;
s4: screening out paths smaller than a preset distance, and finding out a construction land covered by the service based on the affiliation relationship between the construction land and the entity door corresponding to the construction land;
s5: the areas of all the construction sites are acquired, and the service coverage of the utility in the specified area is calculated based on the areas of the construction sites covered by the service screened in step S4.
According to an example embodiment of the present invention, the designated area includes a circular area with a center of a public facility and a radius of a designated length, a designated street jurisdiction, an administrative district, or a city.
According to an example embodiment of the present invention, each type of building block comprises one or more building blocks.
According to an example embodiment of the present invention, the geographical entity data comprises public facilities and construction plots of the real geographical location, each having a unique coded identity.
Public facilities refer to buildings, sites, equipment, etc. provided by governments or other social organizations for use or enjoyment by the public of society, including greenfield and square, cultural, educational, sports, medical health, social welfare, public service facilities, commercial services, recreational health, etc. types of construction sites.
According to an example embodiment of the present invention, the public facilities include, but are not limited to, park greens, public service facilities, fire stations, couriers, refuge grounds, stock stores.
The public service facilities include, but are not limited to, schools, public toilets, hospitals, bus stations, shopping malls.
The construction land parcel refers to a land parcel for building buildings and structures, is used for urban and rural residences and public facilities, industrial and mining land, infrastructure land, tourism land, military land and the like, pays a certain investment (land development and construction cost), and provides land parcels for various constructions by engineering means. The infrastructure land comprises the infrastructure land such as energy, traffic, water conservancy communication and the like.
The categories of the construction plots include, but are not limited to, residential quarters, schools, hospitals, commercial districts.
According to an example embodiment of the present invention, the attributes of each utility include one or more entity doors, area information, and location information; the attributes of each construction parcel include one or more entity doors, area information, and location information.
According to an exemplary embodiment of the present invention, in step S3, the road network model is constructed based on road entity data.
According to an exemplary embodiment of the present invention, in step S4, the predetermined distance is obtained by using formula 1:
s ═ V × T (formula 1)
Wherein S is a predetermined distance and has a unit of m; v is walking speed, and the unit is m/min; t is walking time in min.
According to an exemplary embodiment of the invention, the predetermined walking time is 5-15 min.
According to an exemplary embodiment of the present invention, in step S5, the method for calculating the service coverage rate adopts formula 2:
wherein, P is the service coverage rate; rSieveThe area of the construction land covered by the service selected in the step S4 is expressed by m2；RGeneral assemblyFor all areas of the building block, the unit is m2。
As a second aspect of the present invention, there is provided a processing system of public utility data, comprising:
the system comprises an entity information module and a service information module, wherein the entity information module comprises one or more public facilities and one or more types of construction land parcels in a specified area, the attribute of each public facility comprises one or more entity doors, area information and position information corresponding to the public facility, each type of construction land parcel comprises one or more construction land parcels, and the attribute of each construction land parcel comprises one or more entity doors, area information and position information corresponding to the construction land parcel;
the road network model module comprises a road network for connecting public facilities and construction plots;
the route calculation module is used for calculating the routes from all the entity doors of the construction plots to all the entity doors of the public facilities;
the preset distance setting module is used for setting a preset distance;
the construction land parcel screening module is used for screening out paths smaller than a preset distance and finding out a construction land parcel covered by the service based on the affiliation relationship between the construction land parcel and the entity door corresponding to the construction land parcel;
and the coverage rate calculation module is used for calculating the service coverage rate of the public facility in the designated area according to the screened area of the construction land parcel covered by the service.
According to an exemplary embodiment of the present invention, the predetermined distance setting module is configured to calculate the predetermined distance based on a predetermined walking time and a walking speed.
As a third aspect of the present invention, there is provided an electronic apparatus comprising:
one or more processors;
storage means for storing one or more programs;
when executed by the one or more processors, cause the one or more processors to implement a method of processing the utility data.
As a fourth aspect of the present invention, there is provided a computer-readable medium on which a computer program is stored, the program, when executed by a processor, implementing the processing method of utility data.
According to the invention, based on the geographic data and the road network of the entity, the public facilities and the construction land blocks are objectified to have the attributes of area, position, entity door and the like, and the residential districts which can be reached by walking within the preset time are screened out according to the paths between the entity doors, so that the coverage rate of the public facilities can be accurately calculated, and more accurate auxiliary decision support is provided for the planning and development of cities.
Drawings
FIG. 1 is a schematic view showing a 500m service radius coverage residential area of a park G in the background art;
FIG. 2 is a schematic diagram showing a physical scene of a park and residential community due to wall surface obstruction in the background art;
FIG. 3 is a schematic diagram of a physical scene with water system barriers near the entrance of a cell in the background art;
FIG. 4 is a schematic structural view showing a first embodiment of the present invention;
FIG. 5 schematically shows a step diagram of a second embodiment of the invention;
figure 6 shows schematically a park P covering a residential area according to a second embodiment of the invention;
FIG. 7 schematically illustrates the affiliation between a utility and construction site and its corresponding physical gate;
FIG. 8 schematically illustrates a screenshot of a reachable paths report;
FIG. 9 is a schematic view of a plurality of parks covering a residential area in a street administrative district according to a third embodiment of the present invention;
fig. 10 schematically shows a block diagram of an electronic device.
FIG. 11 schematically shows a block diagram of a computer-readable medium.
Detailed Description
The following detailed description of embodiments of the invention, but the invention can be practiced in many different ways, as defined and covered by the claims.
As a first embodiment of the present invention, there is provided a processing system of utility data, as shown in fig. 4, including: the system comprises an entity information module 1, a road network model module 2, a path calculation module 3, a preset distance setting module 4, a construction land parcel screening module 5 and a coverage rate calculation module 6.
The entity information module 1 includes one or more public facilities within a specified area, and one or more types of construction sites.
Public facilities refer to buildings, sites, equipment, etc. provided by governments or other social organizations for use or enjoyment by the public of society, including greenfield and square, cultural, educational, sports, medical health, social welfare, public service facilities, commercial services, recreational health, etc. types of construction sites.
The construction land parcel refers to a land parcel for building buildings and structures, is used for urban and rural residences and public facilities, industrial and mining land, infrastructure land, tourism land, military land and the like, pays a certain investment (land development and construction cost), and provides land parcels for various constructions by engineering means. The infrastructure land comprises the infrastructure land such as energy, traffic, water conservancy communication and the like.
The public facilities and the construction plots correspond to real geographic entities, and the attributes of each public facility include one or more entity doors, area information and position information corresponding to the public facility; each type of construction land parcel comprises one or more construction land parcels, and the attribute of each construction land parcel comprises one or more entity doors, area information and position information corresponding to the construction land parcel. Each utility and each construction site have unique coded identities that make them unique. Public facilities refer to buildings, sites, equipment, etc. provided by governments or other social organizations for use or enjoyment by the public, and facilities that can meet people's public needs and public space options, including but not limited to: park greenbelts, public service facilities, fire stations, dispatching centers, refuge sites and material storage libraries. Public service facilities include, but are not limited to, schools, public restrooms, hospitals, bus stations, shopping malls, and the like. The types of construction plots include, but are not limited to, residential quarters, schools, hospitals, commercial districts, etc., and within a given area, there are one or more same types of construction plots.
The road network model module 2 includes a road network connecting public facilities and construction plots, and is established based on road entities.
The path calculation module 3 is connected to the entity information module 1 and the road network model module 2, and is configured to calculate paths from all entity doors of the construction site to all entity doors of the public facility.
The predetermined distance setting module 4 is for setting a predetermined distance according to a predetermined walking time and walking speed.
The construction land parcel screening module 5 is connected with the path calculation module 3 and the predetermined distance setting module 4, and is used for screening out paths smaller than the predetermined distance and finding out the construction land parcels covered by the service based on the affiliation relationship between the construction land parcels and the entity doors corresponding to the construction land parcels.
And the coverage rate calculation module 6 is used for calculating the service coverage rate of the public facility in the designated area according to the screened area of the construction land parcel covered by the service.
As a second embodiment of the present invention, there is provided a processing method of utility data using the processing system of the first embodiment. As shown in fig. 5, the steps of the method are as follows:
s1: one or more utilities, and one or more types of construction sites are located within the designated area based on the geographic entity data.
Based on the surveying and mapping data of the surveying and mapping administration department, the materialization processing of the urban public facilities is carried out, and the official property, the standard type, the authority and the consistency of the data can be effectively guaranteed.
The designated area is a circular area with the public facility as the center and the designated length as the radius. When the reachability coverage calculation is carried out on the public facility by referring to relevant standard specifications such as 'urban residential area planning design standard' (GB50180-2018), the threshold value of the walking reachable distance of the public facility is determined. If the distance is long, the residents can choose to go out by bicycle or bus, and the walking effect can be achieved without practical application significance. According to the research, walking distances corresponding to five minutes, ten minutes and fifteen minutes are 300m, 500m and 800m respectively. By combining the domestic and foreign research results and field research and analysis of the daily travel behavior habits of residents, when the walking travel time is more than 15 minutes, the people are not convenient to walk out. Preferably, 500m is used as the threshold of the walking reachable distance, that is, the walking path distance is less than or equal to 500m, which is reachable by walking, and the walking path distance is greater than 500m, which is unreachable by walking. In practical operation, different path distances may be determined according to different times, not limited to 500 m.
Public facilities are facilities provided by governments or other social organizations, used or enjoyed by the public in society, such as buildings, sites, facilities and the like, which can meet public needs of people and public space choices, and include: park greenbelts, public service facilities, fire stations, dispatching centers, refuge sites and material storage libraries. Public service facilities include schools, public toilets, hospitals, bus stations, and shopping malls. Public service facilities include schools, public toilets, hospitals, bus stations, and shopping malls. The types of the construction plots comprise residential areas and commercial areas, and one or more construction plots of the same type are arranged in a specified area. The public facility in this embodiment is a park green space, and as shown in fig. 6, a circle is drawn by taking a center point of a park P as a center and taking a threshold value of a walking reachable distance of 500m as a radius, the park P has three types of construction plots within a service radius, namely, a cell, a school and a hospital, and the cells have 10 cells, namely, a cell a1, a cell a2, a cell A3, a cell a4, a cell a5, a cell a6, a cell a7, a cell A8, a cell a9 and a cell a 10; the number of schools is 3, namely school B1, school B2 and school B3; the number of hospitals is 3, namely hospital C1, hospital C2 and hospital C3. In this embodiment, three types of construction plots are taken as an example, but not limited to this, only one type of construction plots may be selected for calculation, for example, a cell; more types of construction plots may also be selected for calculation.
Each public facility and each construction land are taken as an entity, each entity is endowed with a geographic entity code (ID) capable of representing a unique identity of the entity, and the uniqueness and the accuracy of the path are ensured when the path is calculated. The materialized (objectified) public facilities and the construction land blocks have space information, the attributes of each public facility and each construction land block comprise position information, area information and entity door information, and the accurate coverage rate of the public facilities can be calculated according to the information; the attributes of each public facility and each construction land block further comprise thematic data such as population, daily average traffic, parking space number, time and the like, so that the whole system can be applied to calculation of space, time and thematic (such as calculation of accessibility, area, population, public facility coverage rate at different periods and the like), current information of the public facility can be acquired, and historical information of the public facility can be longitudinally compared, so that the system can be combined with other thematic data.
S2: and acquiring the entity doors of the public facilities and the construction plots, and establishing the affiliation relationship between the public facilities and the construction plots and the corresponding entity doors.
As shown in fig. 6, north is above fig. 6, there is one physical door of park P, 2 physical doors of cell a1, 1 physical door of cell a2, 2 physical doors of cell A3, 1 physical door of cell a4, 1 physical door of cell a5, 2 physical doors of cell a7, 2 physical doors of cell A8, 1 physical door of cell a9, 1 physical door of cell a10, 2 physical doors of school B1, 2 physical doors of school B2, 2 physical doors of hospital C1, and 1 physical door of hospital C2.
Establishing an attribution relationship according to each entity and the entity door corresponding to the entity, as shown in fig. 7, taking a cell a1 and a park P as an example, the entity door is indicated in a dashed box, the cell a1 includes a cell a 1-east door and a cell a 1-north door, and the two doors belong to a cell a 1; park P includes park P-Siemens, which belongs to park P.
S3: and calculating paths from all the entity doors of the construction plots to all the entity doors of the public facilities according to the road network model.
The road network model can establish road network data by self, and can also adopt road network service of a national geographic information public service platform sky map. A path is calculated from each physical gate of each construction site to each physical gate of each utility. Just because each entity has its uniqueness and each entity door has the public facilities or construction plots to which it belongs, the calculated path has uniqueness and the screened data is more accurate. The information of each route includes a construction site name, a construction site ID, a public facility name, a public facility ID, a departure gate, an arrival gate, mileage, and predicted walking time. The departure doors correspond to the entity doors of the construction plots, and the arrival doors correspond to the entity doors of the public facilities.
In fig. 6, the number of physical doors of the park P is 1, and it is only necessary to calculate a path from each physical door of each construction site to the physical door of the park P. Each physical door for each construction site may have multiple physical doors for the project to reach park P. For example, as shown in FIG. 6, cell A1 has 3 path plans to park P, the first plan is to walk from the north gate of cell A1 along the plan 1 path to the West gate of park P; the second solution is to walk from north gate of cell a1 to west gate of park P along solution 2 path; the third solution is to walk from the east door of the cell a1 to the gate of the park P along the solution 3 path; these 3 path schemes should all be calculated.
S4: and screening out paths smaller than a preset distance, and finding out the construction land parcel covered by the service based on the attribution relationship between the construction land parcel and the entity door corresponding to the construction land parcel.
The predetermined distance is set according to the predetermined walking time and walking speed, using equation 1:
s ═ V × T (formula 1)
Wherein S is a predetermined distance and has a unit of m; v is walking speed, and the unit is m/min; t is walking time in min.
The predetermined distance was calculated to be 500m with walking for 10 minutes as a limit.
And screening out paths smaller than 500m from all paths.
And finding out the construction plots covered by the service as a cell A1, a cell A2, a cell A4, a cell A5, a school B1, a school B2, a hospital C1 and a hospital C2 according to the attribution relationship between the entity door of the construction plot and the construction plot in the screened path. The cells a7, a cell A8, a cell a9, and a cell a10 that are closer to the park P in a straight line are regarded as inaccessible building blocks because the physical doors and the physical doors of the park P are far from each other. Cell A3, cell a6, school B3, and hospital C3 are not too close to park P in line, and are further away from physical doors, also considered inaccessible building blocks.
S5: the areas of all the building blocks are acquired, and the service coverage of the utility in the specified area is calculated based on the areas of the building blocks screened out in step S4 and covered by the service.
The calculation method of the service coverage rate adopts a formula 2:
where P is the service coverage, RSieveThe area of the building block covered by the service selected in the step S4 is expressed by m2；RGeneral assemblyIs the area of all building blocks and has the unit of m2。
The total coverage rate of the three types of building plots can be calculated, and one type of the three types of building plots can be selected for calculation. In the embodiment, the cells are screened out by adopting a respective calculation method for individual calculation.
The service coverage rate of the park P to the cell is calculated by formula 2 as follows:
if the background method is used, park P service coverage is 100%, but in practice, cells with an area of approximately 60% cannot be achieved.
In order to plan the city better, after the coverage rate is calculated, map visualization (as shown in fig. 6) is performed on the screened cells, schools and hospitals covered by the service and/or reachable path reports are generated.
As shown in fig. 8, the reachable path report records all reachable path details, such as cell name, cell ID, park name, park ID, cell departure gate, park arrival gate, mileage, estimated time, and other subject information. Wherein the cell ID and park ID are geoentity codes, uniquely identify the geographic spatial position and information of the cell and park, and link and associate various thematic data through code identification, such as residential cells with population larger than 1 ten thousand and area larger than 2000m2The residential area of (a).
For further analysis of residential cells, other characteristics of the cells may be screened, for example residential populations greater than 1 millionSmall area, area greater than 2000m2And then performing secondary map visualization and/or generating a secondary reachable path report according to the screened contents. The calculation result can be displayed on the upper graph, and can also be derived to support further business secondary calculation analysis for the report; in the process, the unique geographic entity codes are used for communicating the relation between the spatial data and the service data, and the result obtained after the service secondary calculation is completed is displayed on the graph again, so that the decoupling of the geographic calculation and the service calculation is realized. And the auxiliary decision support can be provided for urban planning and development more accurately.
As a third embodiment of the present invention, there is provided a processing method of utility data, which is the same as the processing method of the second embodiment except that:
1. the area designated as the area of a certain street administrative division, as shown in fig. 9, within the study boundary, there are 3 parks;
2. the construction land is only selected from the group of residential areas.
The following are obtained by calculation:
black reachable residential areas and gray unreachable residential areas can be distinguished visually and clearly through fig. 9, and in this way, coverage data required for city planning can be acquired conveniently and accurately.
As a fourth embodiment of the present invention, an electronic device is provided, as shown in fig. 10, the electronic device 10 shown in fig. 10 is only an example, and should not bring any limitation to the functions and the use range of the embodiment of the present invention.
As shown in FIG. 10, electronic device 10 is embodied in the form of a general purpose computing device. The components of the electronic device 10 may include, but are not limited to: at least one processing unit 101, at least one memory unit 102, a bus 103 connecting different system components (including the memory unit 102 and the processing unit 101), a display unit 104, and the like.
Wherein the storage unit stores program code executable by the processing unit 101 to cause the processing unit 101 to perform the steps according to the second and third embodiments of the present invention described in this specification. For example, the processing unit may perform the steps as described in fig. 5.
The memory unit 102 may include readable media in the form of volatile memory units, such as a random access memory unit (RAM)1021 and/or a cache memory unit 1022, and may further include a read only memory unit (ROM) 1023.
The memory unit 102 may also include a program/utility 1024 having a set (at least one) of program modules 1025, such program modules 1025 including, but not limited to: an operating system, one or more application programs, other program modules, and program data, each of which, or some combination thereof, may comprise an implementation of a network environment.
The electronic device 10 may also communicate with one or more external devices 10' (e.g., keyboard, pointing device, bluetooth device, etc.) such that a user can communicate with devices with which the electronic device 10 interacts, and/or any device (e.g., router, modem, etc.) with which the electronic device 10 can communicate with one or more other computing devices. Such communication may be through an input/output (I/O) interface 105. Also, the electronic device 10 may communicate with one or more networks (e.g., a Local Area Network (LAN), a Wide Area Network (WAN), and/or a public network, such as the Internet) via the network adapter 106. The network adapter 106 may communicate with other modules of the electronic device 10 via the bus 103. It should be understood that although not shown in the figures, other hardware and/or software modules may be used in conjunction with the electronic device 10, including but not limited to: microcode, device drivers, redundant processing units, external disk drive arrays, RAID systems, tape drives, and data backup storage systems, among others.
As a fifth embodiment of the present invention, there is provided a computer-readable medium having stored thereon a computer program which, when executed by a processor, implements the method of processing utility data according to the second or third embodiment.
From the description of the fourth embodiment, those skilled in the art will readily understand that the exemplary embodiments described herein may be implemented by software, or by software in combination with necessary hardware. Therefore, as shown in fig. 11, the technical solution according to the embodiment of the present invention may be embodied in the form of a software product, which may be stored in a non-volatile storage medium (which may be a CD-ROM, a usb disk, a removable hard disk, etc.) or on a network, and includes several instructions to enable a computing device (which may be a personal computer, a server, or a network device, etc.) to execute the above-mentioned methods of the embodiment of the present invention, such as the methods of the second embodiment and the third embodiment.
The software product may employ any combination of one or more readable media. The readable medium may be a readable signal medium or a readable storage medium. A readable storage medium may be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any combination of the foregoing. More specific examples (a non-exhaustive list) of the readable storage medium include: an electrical connection having one or more wires, a portable disk, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing.
The computer readable storage medium may include a data signal, carrying readable program code, transmitted in baseband or as part of a carrier wave. Such a propagated data signal may take any of a variety of forms, including, but not limited to, electro-magnetic, optical, or any suitable combination thereof. A readable storage medium may also be any readable medium that is not a readable storage medium and that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device. Program code embodied on a readable storage medium may be transmitted using any appropriate transmission, including but not limited to wireless, wireline, optical fiber cable, RF, etc., or any suitable combination of the foregoing.
Program code for carrying out operations for aspects of the present invention may be written in any combination of one or more programming languages, including an object oriented programming language such as Java, C + + or the like and conventional procedural programming languages, such as the "C" programming language or similar programming languages. The program code may execute entirely on the user's computer device, partly on the user's device, as a stand-alone software package, partly on the user's computing device and partly on a remote computing device, or entirely on the remote computing device or server. In waking involving a remote computing device, the remote computing device may be connected to the user computing device over any kind of network, including a Local Area Network (LAN) or a Wide Area Network (WAN), or may be connected to an external computing device (e.g., over the internet using an internet service provider).
The computer readable medium carries one or more programs which, when executed by a device, cause the computer readable medium to perform the functions of:
s1: finding one or more public facilities and one or more types of construction plots in a specified area based on the geographic entity data;
s2: acquiring entity doors of the public facilities and the construction plots, and establishing an attribution relationship between the public facilities and the construction plots and the corresponding entity doors;
s3: calculating paths from all entity doors of the construction plots to all entity doors of the public facilities according to the road network model;
s4: screening out paths smaller than a preset distance, and finding out a construction land covered by the service based on the affiliation relationship between the construction land and the entity door corresponding to the construction land;
s5: the areas of all the construction sites are acquired, and the service coverage of the utility in the specified area is calculated based on the areas of the construction sites covered by the service screened in step S4.
The above is only a preferred embodiment of the present invention, and is not intended to limit the present invention, and various modifications and changes will occur to those skilled in the art. Any modification, equivalent replacement, or improvement made within the spirit and principle of the present invention should be included in the protection scope of the present invention.
Claims (10)
1. A method of processing utility data, comprising the steps of:
s1: finding one or more public facilities and one or more types of construction plots in a specified area based on the geographic entity data;
s2: acquiring the entity doors of the public facilities and the construction plots, and establishing the affiliation relationship between the public facilities and the construction plots and the corresponding entity doors;
s3: calculating paths from all entity doors of the construction plots to all entity doors of the public facilities according to the road network model;
s4: screening out paths smaller than a preset distance, and finding out a construction land covered by the service based on the affiliation relationship between the construction land and the entity door corresponding to the construction land;
s5: the areas of all the construction sites are acquired, and the service coverage of the utility in the specified area is calculated based on the areas of the construction sites covered by the service screened in step S4.
2. The method of claim 1, wherein the designated area comprises a circular area with a radius of a designated length from a center of a public facility, a designated street jurisdiction, an administrative district, or a city.
3. The utility data processing method of claim 1, wherein the geographic entity data comprises real geographic locations of utilities and construction sites, each having a unique coded identification.
4. The method of processing utility data according to claim 1, wherein the utility comprises a park green, a utility, a fire station, a delivery house, a refuge site, a stock of materials; the public service facilities comprise schools, public toilets, hospitals and bus stations; the types of the construction plots comprise residential districts, schools, hospitals and commercial districts.
5. The utility data processing method according to claim 1, wherein in step S4, the predetermined distance is obtained by using formula 1:
s ═ V × T (formula 1)
Wherein S is a predetermined distance and has a unit of m; v is walking speed, and the unit is m/min; t is walking time in min.
6. The utility data processing method according to claim 5, wherein the predetermined walking time is 5-15 min.
7. The utility data processing method according to claim 1, wherein in step S5, the service coverage is calculated according to formula 2:
wherein, P is the service coverage rate; rSieveThe area of the construction land covered by the service selected in the step S4 is expressed by m2；RGeneral assemblyFor all areas of the building block, the unit is m2。
8. A utility data processing system, comprising:
the entity information module comprises one or more public facilities in a specified area and one or more types of construction plots; the attributes of each utility include one or more entity doors, area information, and location information corresponding to the utility; each type of construction land parcel comprises one or more construction land parcels, and the attribute of each construction land parcel comprises one or more entity doors, area information and position information corresponding to the construction land parcel;
the road network model module comprises a road network for connecting public facilities and construction plots;
the route calculation module is used for calculating the routes from all the entity doors of the construction plots to all the entity doors of the public facilities;
the preset distance setting module is used for setting a preset distance;
the construction land parcel screening module is used for screening out paths smaller than a preset distance and finding out a construction land parcel covered by the service based on the affiliation relationship between the construction land parcel and the entity door corresponding to the construction land parcel;
and the coverage rate calculation module is used for calculating the service coverage rate of the public facility in the designated area according to the screened area of the construction land parcel covered by the service.
9. An electronic device, comprising:
one or more processors;
storage means for storing one or more programs;
when executed by the one or more processors, cause the one or more processors to implement the method of any one of claims 1-7.
10. A computer-readable medium, on which a computer program is stored, which program, when being executed by a processor, is adapted to carry out the method of any one of claims 1-7.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202110347255.5A CN113011768B (en) | 2021-03-31 | 2021-03-31 | Public facility data processing method, system, electronic device and medium |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202110347255.5A CN113011768B (en) | 2021-03-31 | 2021-03-31 | Public facility data processing method, system, electronic device and medium |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN113011768A true CN113011768A (en) | 2021-06-22 |
| CN113011768B CN113011768B (en) | 2021-12-03 |
Family
ID=76409681
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202110347255.5A Active CN113011768B (en) | 2021-03-31 | 2021-03-31 | Public facility data processing method, system, electronic device and medium |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN113011768B (en) |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN115375108A (en) * | 2022-08-01 | 2022-11-22 | 北京清华同衡规划设计研究院有限公司 | Data processing facility layout method, system, terminal and storage medium |
| CN118171940A (en) * | 2024-05-14 | 2024-06-11 | 广州华途信息科技有限公司 | Urban physical examination method and system based on artificial intelligence |
Citations (13)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2012014258A1 (en) * | 2010-07-30 | 2012-02-02 | 三菱電機株式会社 | Navigation device |
| KR101269733B1 (en) * | 2011-12-02 | 2013-05-30 | 인하대학교 산학협력단 | Apparatus and method for providing indoor route with outdoor route |
| CN103886532A (en) * | 2014-03-24 | 2014-06-25 | 江苏省城市规划设计研究院 | Standardization test method for urban public facilities |
| CN106203725A (en) * | 2016-07-20 | 2016-12-07 | 上海交通大学 | Door-to-door trip route scheme personalized recommendation method based on heuristic search |
| CN106447573A (en) * | 2016-09-08 | 2017-02-22 | 河南理工大学 | Spatial accessibility analysis method and device based on public facility differences |
| CN106909692A (en) * | 2017-03-09 | 2017-06-30 | 北京市测绘设计研究院 | It is a kind of to calculate the method that urban public utilities cover radiation index |
| CN108446791A (en) * | 2018-02-13 | 2018-08-24 | 东南大学 | A kind of urban public transport website coverage rate computational methods |
| CN110345959A (en) * | 2019-06-10 | 2019-10-18 | 同济人工智能研究院(苏州)有限公司 | Paths planning method of the one kind based on " door " point |
| CN110532337A (en) * | 2019-08-28 | 2019-12-03 | 北京市测绘设计研究院 | Communal facility service ability method for improving towards intelligence community |
| CN110852547A (en) * | 2019-08-19 | 2020-02-28 | 上海元卓信息科技有限公司 | Public service facility grading method based on position data and clustering algorithm |
| CN110852479A (en) * | 2019-10-12 | 2020-02-28 | 上海市政工程设计研究总院（集团）有限公司 | Method for evaluating service radius of public service facility based on population coverage rate |
| CN111915132A (en) * | 2020-06-23 | 2020-11-10 | 深圳市前海小微蜂信息科技有限公司 | Intelligent property management system for space |
| CN112581091A (en) * | 2020-12-21 | 2021-03-30 | 广州市城市规划设计所 | Quantitative evaluation method, device and equipment for public service facilities and storage medium |
-
2021
- 2021-03-31 CN CN202110347255.5A patent/CN113011768B/en active Active
Patent Citations (13)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2012014258A1 (en) * | 2010-07-30 | 2012-02-02 | 三菱電機株式会社 | Navigation device |
| KR101269733B1 (en) * | 2011-12-02 | 2013-05-30 | 인하대학교 산학협력단 | Apparatus and method for providing indoor route with outdoor route |
| CN103886532A (en) * | 2014-03-24 | 2014-06-25 | 江苏省城市规划设计研究院 | Standardization test method for urban public facilities |
| CN106203725A (en) * | 2016-07-20 | 2016-12-07 | 上海交通大学 | Door-to-door trip route scheme personalized recommendation method based on heuristic search |
| CN106447573A (en) * | 2016-09-08 | 2017-02-22 | 河南理工大学 | Spatial accessibility analysis method and device based on public facility differences |
| CN106909692A (en) * | 2017-03-09 | 2017-06-30 | 北京市测绘设计研究院 | It is a kind of to calculate the method that urban public utilities cover radiation index |
| CN108446791A (en) * | 2018-02-13 | 2018-08-24 | 东南大学 | A kind of urban public transport website coverage rate computational methods |
| CN110345959A (en) * | 2019-06-10 | 2019-10-18 | 同济人工智能研究院(苏州)有限公司 | Paths planning method of the one kind based on " door " point |
| CN110852547A (en) * | 2019-08-19 | 2020-02-28 | 上海元卓信息科技有限公司 | Public service facility grading method based on position data and clustering algorithm |
| CN110532337A (en) * | 2019-08-28 | 2019-12-03 | 北京市测绘设计研究院 | Communal facility service ability method for improving towards intelligence community |
| CN110852479A (en) * | 2019-10-12 | 2020-02-28 | 上海市政工程设计研究总院（集团）有限公司 | Method for evaluating service radius of public service facility based on population coverage rate |
| CN111915132A (en) * | 2020-06-23 | 2020-11-10 | 深圳市前海小微蜂信息科技有限公司 | Intelligent property management system for space |
| CN112581091A (en) * | 2020-12-21 | 2021-03-30 | 广州市城市规划设计所 | Quantitative evaluation method, device and equipment for public service facilities and storage medium |
Non-Patent Citations (2)
| Title |
|---|
| 潘艾婧: "地铁站点对地面街道步行人流的重新分配作用", 《南方建筑》 * |
| 黄圣安: "城市老旧街区轨道出入口周边步行空间设计", 《交通工程》 * |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN115375108A (en) * | 2022-08-01 | 2022-11-22 | 北京清华同衡规划设计研究院有限公司 | Data processing facility layout method, system, terminal and storage medium |
| CN118171940A (en) * | 2024-05-14 | 2024-06-11 | 广州华途信息科技有限公司 | Urban physical examination method and system based on artificial intelligence |
Also Published As
| Publication number | Publication date |
|---|---|
| CN113011768B (en) | 2021-12-03 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| Cooper et al. | Using multiple hybrid spatial design network analysis to predict longitudinal effect of a major city centre redevelopment on pedestrian flows | |
| Biba et al. | A new method for determining the population with walking access to transit | |
| Ye et al. | Methodology and its application for community-scale evacuation planning against earthquake disaster | |
| CN113011768B (en) | Public facility data processing method, system, electronic device and medium | |
| CN110929984A (en) | Urban standard grid informatization management method and system | |
| CN111798269A (en) | Real estate value determination method and system for real estate separation and layered value system | |
| Li et al. | Service flow changes in multilayer networks: A framework for measuring urban disaster resilience based on availability to critical facilities | |
| Bandt et al. | Building a spatial decision support system for tourism and infrastructure planning: Τechnical solution and data integration challenges | |
| CN113343164A (en) | Rural residential point social network modeling method based on public service facility configuration | |
| Fan et al. | How does upzoning impact land use and transport: a case study of Seattle | |
| Hashim et al. | Urban landscape changes in kampung baru, Kuala Lumpur, from 1969 to 2004 as observed on maps | |
| Chmielewski et al. | Hexagonal Zones in Transport Demand Models | |
| CN113032693A (en) | 15-minute life circle dividing method considering medical facility service capacity | |
| Basu et al. | An integrated framework for allocation of new emergency response facilities in developing nations | |
| Srikanth et al. | Complexity science-based spatial performance analyses of UNStudio/DP Architects’ SUTD Campus and WOHA's Kampung Admiralty | |
| Saleh et al. | Scientific research based optimisation and geo-information technologies for integrating environmental planning in disaster management | |
| Ma et al. | Enhancing urban emergency response: A Euclidean distance-based framework for optimizing rescue facility layouts | |
| Li et al. | Multi-objective optimization of EMS facilities using multi-source data: A case study in Dangtu, China | |
| Sahoo et al. | Strategies for Development of Peri-Urban Areas in a Developing Country (A Case Study of Bhubaneswar) | |
| Zacharias | Promise and Challenge in the Use of Big Data in Urban E-Planning in China | |
| Zaini et al. | The Vertical Land Use Zoning for Underground Space Development in Malaysia | |
| Phuong-Thao et al. | Factors Impacting Workers Housing Decisions in Ho Chi Minh City | |
| Mai et al. | Analyze development potential in affected areas adjacent to urban public transit systems. Case study in the stations of Kim Ma and Van Phuc 2 (BRT Line No. 1) | |
| Karsten et al. | Enhancing public transport research through improved data quality and accessibility: A case study in Johannesburg | |
| Nagargoje et al. | Market Analysis and Feasibility Study of Commercial Office Space in Micro-Market of Panvel |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant | ||
| CP01 | Change in the name or title of a patent holder | ||
| CP01 | Change in the name or title of a patent holder |
Address after: 100120 building 36, Deshengmenwai street, Xicheng District, Beijing Patentee after: CHINA URBAN CONSTRUCTION DESIGN & RESEARCH INSTITUTE Co.,Ltd. Patentee after: Geospace Information Technology Co.,Ltd. Patentee after: Technology and industrialization development center of Ministry of housing and urban rural development Address before: 100120 building 36, Deshengmenwai street, Xicheng District, Beijing Patentee before: CHINA URBAN CONSTRUCTION DESIGN & RESEARCH INSTITUTE Co.,Ltd. Patentee before: WUDA GEOINFORMATICS Co.,Ltd. Patentee before: Technology and industrialization development center of Ministry of housing and urban rural development |