CN112149027A - City operation data visual management system - Google Patents
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Abstract
The invention provides a visualized management system for urban operation data, which relates to the technical field of data processing and comprises the following steps: the basic geographic information base is connected with a local city gridding integrated management center and is used for calling a geographic information base map of the local city gridding integrated management center and storing the geographic information base map in a layer form; the layer data construction module is connected with the basic geographic information base and used for constructing corresponding professional layer data according to the geographic information base map and carrying out multi-source data fusion on each professional layer data; and the city operation diagram module is respectively connected with the basic geographic information base and the layer construction module and used for generating a city operation diagram according to the geographic information base diagram and the professional layer data and realizing the visual management of the whole city operation data according to the city operation diagram. According to the invention, the city operation diagram is generated according to the geographic information base diagram and the professional layer data so as to realize the visual management of the whole city operation data and realize the use of geographic information resources with high efficiency and low cost.
Description
Technical Field
The invention relates to the field of data processing, in particular to a visualized management system for urban operation data.
Background
With the improvement of modern city management level, city management means and information processing modes become more and more complex, the related technical field becomes wider and wider, and the traditional city planning and city management modes are deeply changed. Urban geographic information systems, as a high and new technology industry, have become the leading strength of revolution. The Urban Geographic Information System (UGIS) is a high and new technology for storing and processing spatial Information by integrating computer graphics and databases. The system organically combines the geographic position and the related attribute of the city, accurately and truly outputs the information to users in a graph-text manner according to actual needs, meets the requirements of city construction, enterprise management and resident life on spatial information, and simultaneously carries out various auxiliary decisions by virtue of the unique spatial analysis function and visual expression of the information. UGIS is an advanced means beyond traditional solutions to urban problems and as an essential infrastructure for modern cities, penetrates every detail of social activities. However, in the existing urban geographic information system, the map service integrity is not high enough, and the utilization of geographic information resources is not efficient and complete.
Disclosure of Invention
Aiming at the problems in the prior art, the invention provides a visualized management system for urban operation data, which comprises:
the basic geographic information base is connected with a regional city gridding integrated management center and used for calling a geographic information base map of the regional city gridding integrated management center and storing the geographic information base map in a layer form;
the layer data construction module is connected with the basic geographic information base and used for constructing corresponding professional layer data according to the geographic information base map and carrying out multi-source data fusion on each professional layer data;
and the city operation diagram module is respectively connected with the basic geographic information base and the layer construction module and is used for generating a city operation diagram according to the geographic information base diagram and the professional layer data and realizing the visual management of the whole city operation data according to the city operation diagram.
Preferably, the layer data construction module includes a multi-source data fusion unit, and is configured to perform multi-source data fusion on the professional layer data of different sources, structures, and formats to perform centralized management.
Preferably, the multi-source data fusion method includes:
the method comprises the following steps of data sharing and exchange, data processing, multi-precision data fusion, data comprehensive management, data version management and data maintenance mechanism management.
Preferably, the professional map-layer data comprises city management data, and/or meteorological monitoring data, and/or social governance data, and/or regional environment data, and/or flood prevention and control station data, and/or auxiliary data.
Preferably, the map application system further comprises a map publishing module, which is respectively connected with the basic geographic information base and the layer construction module, and provides support for the whole-region information application service based on the geographic information base map and the professional layer data.
Preferably, the city operation graph module includes:
the sign visualization unit is used for analyzing urban signs according to the urban operation diagram to obtain sign analysis results and displaying the sign analysis results;
the information layer management unit is used for carrying out visual management on a basic information layer contained in the geographic information base map corresponding to the city operation map;
the thematic layer information visualization unit is used for displaying a professional information layer formed by the professional layer data corresponding to the city operation diagram in real time;
and the data retrieval unit is used for providing a structured index to realize retrieval of the city operation diagram.
Preferably, the sign analysis result comprises a safety sign analysis result, and/or a network sign analysis result, and/or an emergency sign analysis result, and/or a city operation sign analysis result.
Preferably, the basic information map layer is a component facility map layer set, and the component facility map layer set comprises a traffic map layer set, and/or a public service facility map layer set, and/or a residential community map layer set, and/or a cultural entertainment facility map layer set, and/or a commercial facility map layer set.
Preferably, the professional information layer includes:
a personnel vehicle real-time location map, and/or an event handling map, and/or a traffic operation map, and/or a city risk map, and/or a public opinion map.
Preferably, the retrieving by the data retrieving unit includes:
the method comprises the following steps of spatial position retrieval, time range retrieval, keyword fuzzy retrieval, individual object retrieval, scene inspection, regional aerial view inspection and path inspection.
The technical scheme has the following advantages or beneficial effects:
according to the technical scheme, the city operation diagram is generated according to the geographic information base diagram and the professional layer data, the visual management of the whole city operation data is realized according to the city operation diagram, the traditional geographic information application method and the traditional construction mode of a user are changed, and the geographic information resources are used efficiently and at low cost.
Drawings
Fig. 1 is a schematic structural diagram of a city operation data visualization management system according to a preferred embodiment of the present invention.
Detailed Description
The invention is described in detail below with reference to the figures and specific embodiments. The present invention is not limited to the embodiment, and other embodiments may be included in the scope of the present invention as long as the gist of the present invention is satisfied.
In a preferred embodiment of the present invention, based on the above problems in the prior art, there is now provided a city operation data visualization management system, as shown in fig. 1, including:
the basic geographic information base 1 is connected with a local city gridding integrated management center 2 and is used for calling a geographic information base map of the local city gridding integrated management center 2 and storing the geographic information base map in a layer form;
the layer data construction module 3 is connected with the basic geographic information base 1 and used for constructing corresponding professional layer data according to a geographic information base map and carrying out multi-source data fusion on each professional layer data;
and the city operation diagram module 4 is respectively connected with the basic geographic information base 1 and the layer construction module, and is used for generating a city operation diagram according to the geographic information base diagram and the professional layer data and realizing the visual management of the whole city operation data according to the city operation diagram.
Specifically, in the present embodiment, the basic geographic information base 1 calls a geographic information base map of the regional city networked integrated management center 2, source data of the geographic information base map is from a 1:2000 geographic base map published by a Shanghai city surveying and mapping institute, and the basic contents such as boundaries, administrative divisions, town streets, road data, water systems, address and place name data, building data, land cover data, measurement control points, and the like are processed and displayed clearly.
In this embodiment, the professional map layer data in the map layer data construction module 3 mainly includes intelligent traffic data, comprehensive pipeline data, population data, land data, meteorological data, flood prevention data, environmental data, socioeconomic statistical data, and the like.
In this embodiment, the city operation diagram module 4 generates a city operation diagram according to the geographic information base diagram and the professional layer data, and implements visualized management on the whole city operation data according to the city operation diagram. The city operation diagram module 4 supports access to display contents through a main stream browser of a webpage end, visualizes perceptrons and events by taking positions as centers, visually displays streets, key areas of regions, time periods and time axes, and supports different visual authorities of different roles and different areas. The city operation diagram module 4 supports the access of various map services, calls a map engine to perform coordinate transformation on the basis of unifying the city grid integrated service management platform database, supports the transformation of a city coordinate system of WGS84, GCJ-02 and Shanghai city, and ensures the correctness of the position of a display element. The city operation map module 4 supports various map services, including mapping yard maps, internet maps and user-defined maps of Shanghai cities, realizes rendering and displaying of geographic space elements, including vector data of point, line and surface types, grid data such as remote sensing maps and administrative maps, performs map amplification, reduction, roaming, distance measurement, area coverage calculation, plotting and layer control, and supports display control of moving targets. The map display style can be switched according to the use scene, and when the resource overview in the whole area is checked, the two-dimensional map is called as a base map, so that the display of large-scale mass points is met, and the distribution of urban parts and events in the area can be checked conveniently by a user; in the process of checking key areas, a three-dimensional map is called as a base map, so that a real scene is obtained, the overall appearance of the key areas is reflected more visually, the elevation dimension is supported, and the positions of enterprises can be checked in different floors; in the management of the counterweight place, the indoor map is called as a base map, and the distribution situation of the details in the building can be displayed. When a command system interface is constructed, the same page is supported to call multiple map modules for displaying on the same screen, and the map source and the map style are automatically switched in the same window according to the zoom level.
In a preferred embodiment of the present invention, the layer data construction module 3 includes a multi-source data fusion unit 31, which is used for performing multi-source data fusion on professional layer data with different sources, structures and formats to perform centralized management.
In a preferred embodiment of the present invention, the multi-source data fusion method includes:
the method comprises the following steps of data sharing and exchange, data processing, multi-precision data fusion, data comprehensive management, data version management and data maintenance mechanism management.
Specifically, in this embodiment, the data sharing and exchanging interface of the data sharing and exchanging is implemented by using a unified data exchanging system. The data exchange is an important node and a support system in an intelligent management platform architecture, is an effective carrier for landing of regional data management measures, is an important link of an ecological island multilayer data service system, is a rapid and comprehensive data pool, can realize decoupling between a data supply system and a data warehouse, promotes formation and use of incremental or standardized data by extracting and refining common data processing activities of all business systems, releases the pressure of a data sharing system, and meets the individualized data extraction requirements of all systems. The data sharing exchange interface needs to realize the functions of passive pushing and active grabbing. The passive pushing is to passively push data to a data warehouse in a region center from an external system according to a predefined data interface and an appointed time point, and a flag bit is set after the pushing is finished to tell the completion condition of the data warehouse. The active capture is that a data interface is well defined in a data warehouse, and when business needs, the data warehouse actively captures relevant business data into a business system. The data sharing exchange access mode comprises database direct connection, file transmission, WebService and the like, in the embodiment, the WebService mode is used for data sharing exchange, a standard data exchange format is defined in the WebService, and an OGC data conversion engine and a GML data parser are used for realizing data sharing exchange among different systems, different development languages, different data formats and different databases.
In this embodiment, the data processing information sources are as follows:
from the surveying institute: the part of data is generally in a shape layer form, and the processing mode is as follows:
layering: and re-layering or merging the layers according to the data dictionary principle.
Type conversion: if the layer types are not matched, the processing such as closing, dividing and the like of the graph is carried out to form the corresponding types.
And (3) optimizing: node optimization, topology establishment and the like.
Adding attributes: add or modify the corresponding attributes.
The method is from professional units and mainly comprises the following cases:
the provided data is in shape layer form, and the processing mode is mainly as follows:
layering: and re-layering or merging the layers according to the data dictionary principle.
Type conversion: if the layer types are not matched, processing such as closing and dividing of the graph is carried out, and a corresponding type is formed.
Adding attributes: add or modify the corresponding attributes.
The provided data is in a table form with address information, and the processing mode mainly comprises the following steps:
the standard content is as follows: the "address" information in the specification table.
Spreading points: and (4) using a professional address point scattering tool to generate point image layers in batches according to the addresses in the table.
Manual checking: and manually checking the correctness of the graph.
Adding attributes: add or modify the corresponding attributes.
The provided data is in a table form with coordinates, and the processing mode mainly comprises the following steps:
the standard content is as follows: the "coordinates" information in the specification table.
And (3) coordinate conversion: and (4) performing coordinate conversion by using a professional tool of the surveying and mapping institute, such as uniformly converting longitude and latitude coordinate information into Shanghai city building coordinates.
Adding attributes: add or modify the corresponding attributes.
In this embodiment, how to uniformly display data with different precisions is a technical problem to be solved by the technical scheme. The technical scheme adopts the advanced data fusion technology to realize the fusion of multi-precision data: the fusion between vector data is the most widely applied spatial data fusion form, and is also the key point of spatial data fusion research. At present, vector data fusion methods are various, wherein the most important and widely applied method is to firstly convert a data format, namely fusion of a spatial data model, then correct a geometric position, and finally reclassify, combine and uniformly define each element of map data again. Geometric position correction for data of the same coordinate system and scale, the accuracy of the data may differ due to technical, manual or frequent data transformations and even due to factors of different software. In the fusion process, the geometric position needs to be unified. If the requirement on the precision is not high, in order to improve the working efficiency, the geometric position of another type or several types of data should be corrected within an allowable range based on the data precision of the current system. For example, in order to obtain higher precision, data with low precision should be corrected with respect to data with high precision. And (4) comprehensively accepting or rejecting data. Space vector data with different formats in the same area should be comprehensively accepted to relate to the problem of repeated representation of the same element. There are generally the following principles: the detailed replacement is simple, the replacement with high accuracy is low, and the replacement with a new one is old, but some cases should be comprehensively selected as appropriate in order to highlight a certain special element or to meet a certain need.
In this embodiment, the data integrated management implements unified management and control of the database, so as to ensure the security and integrity of the database. It provides multiple functions that allow multiple applications and users to build, modify and query databases in different ways, either at the same time or at different times. A sophisticated database management function may specifically include the following:
data definition: a data definition language is provided for a user to define constraints such as a three-level schema structure, a two-level mapping, integrity constraints and privacy constraints of a database.
And (3) data operation: and providing a data operation language for a user to realize data operation.
Operation management of the database: the operation control and management functions of the database are provided, and comprise concurrent control, security check and access restriction control, integrity check and execution, organization management of operation logs, management of transactions and automatic recovery under a multi-user environment, so that the normal operation of the database system is ensured.
Data organization, storage and management: the method provides classified organization, storage and management of the database, comprises a data dictionary, user data, access paths and the like, determines the file structure and access mode of organizing the data on the storage level, and realizes the connection between the data. The basic goals of data organization and storage are to improve the utilization rate of storage space and to select a proper access method to improve the access efficiency.
Protection of the database: data in the database is a strategic resource of the information society, so that the protection of the data is important. The protection of the database is achieved by 4 aspects: backup and fault recovery of the database, concurrent control of the database, integrity control of the database and security control of the database.
In this embodiment, the data version management process includes: the user can create a special folder in the version control function for storing various documents generated in the data modification process, and for each document, a plurality of versions of the document can be stored for reference at any time. After the system passes the authority control, the user with the authority can borrow (download) the project first, and after the modification is completed, the project is archived again and the original project content is covered. The processing may also be limited separately for modification rights and for approval of archive rights after modification. The same project can be saved as a new version after being modified, and multi-version management is carried out. The version management function can completely save all modification records of each data in data maintenance, so that the version control function can be fully utilized to effectively manage the data maintenance and modification. The version upgrading of the graph document is realized through check-in and check-out operations, the management of the version can be realized, and the browsing and tracing of the historical version can be realized.
In the embodiment, a set of long-term effective data maintenance and update mechanism is established to ensure the orderly long-term operation of the technical scheme, and a solid foundation is laid for the sharing of the final application. Meanwhile, the technical scheme provides a uniform map editing and maintaining tool, and achieves the purposes of static information updating mechanization and dynamic information updating automation. The update and maintenance of data mainly follow the following principles:
with respect to the underlying geographic data: the urban grid management center maintains and updates uniformly, and each business unit has no authority to modify the basic data. Since the data source is in the mapping department, the updating of the basic data will in principle be attached to the basic topographic map of the mapping house, and the synchronous updating will be realized therewith.
Aiming at the business thematic data, because the technical scheme converges thematic data of each committee office and each business unit, a mode of data centralized storage and distributed maintenance is adopted, and a principle of who provides who maintains is adopted, namely a provider of the professional data of each business unit is responsible for maintaining the professional data in the management range, and other business units have no authority to edit and modify the professional data. Each unit can utilize tools such as data uploading, editing, authorization and the like provided by the technical scheme to realize self-maintenance of respective thematic information, a platform administrator performs verification, and only data which pass the verification can be finally put in storage.
For the other data: other information related in the technical scheme, such as public convenience service information and the like, needs to be regularly maintained.
Editing under the new version: in order to realize the historical tracking of the data version, the informatization department is to regularly establish a temporary version for the data, each business unit can only modify, edit and upload the data under the current version, and finally, the data can become a formal version by the confirmation of the informatization department.
In a preferred embodiment of the invention, the professional map-layer data comprises city management data, and/or meteorological monitoring data, and/or social management data, and/or regional environment data, and/or flood prevention and control station data, and/or auxiliary data.
Specifically, in this embodiment, the city management data includes:
and gridding management range data comprising responsibility grids and ten-thousand-meter grids.
Case data in the gridding platform, including active discovery and passive discovery, are all provided with coordinates.
And the supervisor GPS data can be used as a real-time position display function and a historical track playback function.
In this embodiment, the meteorological monitoring data includes:
meteorological cloud data: image, time, location.
Historical meteorological data: historical highest/lowest tide levels, extreme air temperatures, historical maximum daily rainfall, etc.
Typhoon data: name, path, wind speed, wind power.
Forecasting information: day, period (season, month, ten days, etc.).
In this embodiment, the social improvement data includes:
aiming at illegal land, illegal buildings, illegal operation, illegal pollution discharge, geographical distribution of illegal living, safety supervision, environmental protection, law enforcement positions of city management bureaus and the like.
In this embodiment, the regional environment data includes:
the environment geographic information database comprises basic geographic data such as a water system single line river (linear element), a double line river, a reservoir lake, a basin boundary (planar element), a water quality monitoring station (dotted element) and the like, and information such as monitoring parameters, standard values, early warning threshold values and the like.
In this embodiment, the flood prevention data includes:
river channel data: all areas manage river channels, town pipes, village pipes, river channel codes, names, lengths, starting and stopping positions, water levels and the like.
Lake data: codes, names and areas of lake managed in all regions and lake managed in town.
And (4) work condition data: the system comprises municipal pump stations, flood drainage pump stations, flood prevention walls, sea ponds, pipe networks, water conservancy control pieces, hydrological stations, dangerous work sections, sluice gates and special data of a drainage system.
Water regime data: the water regime is telemetered in real time, reported, historical water regime, etc.
Rain condition data: real-time remote-measuring rain condition, reporting rain condition, historical rain condition, water level observation and the like
Weather information: weather forecast, radar survey, satellite cloud picture, typhoon road, etc
Disaster data: historical rainstorm water accumulation disaster situation library and historical typhoon disaster situation library
Flood control command information: flood prevention tables, flood prevention organization mechanisms, flood prevention material distribution and the like
Other information: document data, picture audio and video, laws and regulations, engineering files, etc.
In this embodiment, the other auxiliary data includes: basic population information (such as brief information of names, identity cards, addresses and the like), basic unit information (such as brief information of unit names, business registration numbers, addresses and the like), and macro-economic classification information and the like.
In a preferred embodiment of the present invention, the map publishing module 5 is further included, and is respectively connected to the basic geographic information base 1 and the layer building module, and provides support for the whole-area information application service based on the geographic information base map and the professional layer data.
Specifically, in this embodiment, the map publishing module 5 may provide the following map service:
basic base map service, industry thematic map service and geographic information system resource directory and data sharing service.
In this embodiment, the basic base map service can provide map services of different ages, different styles and different types (such as 2-dimensional, aerial photograph and the like), and the versions are various, so that the application of users in various industries is facilitated. The method provides an attractive display background for advanced applications such as geographic statistics, regional drilling, big data processing, analysis, prediction and the like. The remote sensing base map, the black science and technology base map and the white base map can be freely switched.
In this embodiment, the industry thematic map service can provide thematic base map services according to different industries such as construction industry, municipal engineering, traffic industry, greening industry, land management and the like, and is convenient for configuring professional space data and business application data according to industry requirements.
In this embodiment, in order to solve the problems of geographic data and service management and data sharing, a resource directory service module is established for the geographic information system resource directory and data sharing service, and supports map information application of each town center, so that a user can inquire or manage resource data. The management work of geographic data and service is simplified, and an administrator only needs to manage a single directory; when a single account is logged in, a user can access a specific resource only by using a user name and a password. And obtaining corresponding geographic layer data and map service through a data downloading function, an API service calling description and the like.
In a preferred embodiment of the present invention, the city operation diagram module 4 includes:
the sign visualization unit 41 is used for analyzing urban signs according to the urban operation diagram to obtain sign analysis results and displaying the sign analysis results;
the information layer management unit 42 is configured to perform visual management on a basic information layer included in a geographic information base map corresponding to the city operation map;
the thematic layer information visualization unit 43 is used for displaying a professional information layer formed by professional layer data corresponding to the city operation diagram in real time;
and the data retrieval unit 44 is used for providing a structured index to realize retrieval of the city operation diagram.
Specifically, in this embodiment, the information layer management unit 42 manages a basic information layer set of the city operation map, such as professional layers of city management component facilities, transportation, public facility services, and the like. All layers can be searched for specific detailed layers through layer catalogues, a switch for controlling each layer is arranged in a large-screen operation control area in a tool set mode, and the layers displayed in a superposition mode are selected, so that comparison display is performed through superposition control of a plurality of layers, and monitoring and analysis results are displayed in a matching mode.
In this embodiment, the thematic map-layer information visualization unit 43 is mainly used for displaying a professional information map layer formed by professional map-layer data based on a database of a urban grid integrated service management center according to the characteristics of a relevant representative service of an urban management department, where the professional information map layer includes a personnel real-time location map, an event handling map, a traffic operation map, an urban risk map, a public opinion map, and the like. The data of the professional information layer in the thematic layer information visualization unit 43 is mainly department business data related to construction of thematic applications, and is made from three types, namely static basic data, static professional data and dynamic professional data according to 11 thematic.
In this embodiment, the data retrieval unit 44 is used to query the city management topic database, and based on the structured index of the city space-time database, the data retrieval unit can quickly query and accurately locate various data elements, and supports retrieval according to spatial position, time range, keyword fuzzy query, and individual object retrieval. The data retrieval unit 44 can customize the relational object associated complex query under various time-space and event type condition elements according to the user requirement.
In a preferred embodiment of the present invention, the sign analysis result includes a security sign analysis result, and/or a network sign analysis result, and/or an emergency sign analysis result, and/or a city operation sign analysis result.
Specifically, in this embodiment, the sign analysis result is mainly used to show the result of the city sign analysis. By superposition of the geographic information system, the analysis result is mapped to a physical space, and the safety sign conditions of different areas can be visually checked on the map. It includes two major modules: the whole region safety sign visualization and the grid sign visualization.
In this embodiment, the safety sign analysis result refers to a result of performing visual analysis on the city running sign state of the whole area. And (4) displaying the feature levels of traffic, house management, water affairs, greening cities and the like in city management based on the result of the comprehensive running state evaluation and analysis of the cities. And displaying in a page in a comprehensive scoring mode, displaying corresponding color alarm corresponding to different scoring grades, and displaying a red alarm state if the maximum alarm threshold value is exceeded, so as to prompt a city manager. A thermodynamic diagram of an area of significant interest is plotted in a map. The places where urban dangerous events happen in the area are concentrated at present can also be displayed, in addition, for key dangerous sources, warning signs can be highlighted, and a map is run on the city.
In this embodiment, the network sign analysis result refers to a result of analyzing and evaluating the security level sign of each grid unit based on the management unit in the district of the city grid integrated management center 2, and performing visual analysis on the security level sign. The network sign analysis can screen the dimensionality of the query in a page, including traffic, house management, water affairs, civil situation and the like in each grid. The grid sign visualization relies on an urban grid comprehensive management platform, on the basis of urban management problem discovery and disposal data statistics, the main problem cause is excavated through intelligent analysis, urban management hidden dangers are actively discovered, and data support is provided for realizing fine management of grid. The network sign analysis mainly shows case and event handling, case setting, dispatching, case settlement data statistics and the like, and comprises practical information such as grid ranking, case and event source statistics, case and event type statistics, multiple event statistics (hot spots in the week), multiple event type ranking, dispatched to-be-handled, handling items, overdue items and the like. The network sign analysis can count and reflect the number of all cases handled in the whole area, each street town and the grid management center in real time, and roll and display the statistical condition information of each case handled; therefore, the comprehensive condition of daily management of the city on the same day (week and month) is calculated and obtained, whether the comprehensive capacity of the daily management is obviously changed or not is analyzed, whether the daily management capacity of a certain month is increased or decreased beyond random fluctuation or not is analyzed, and whether the key indexes are obviously increased or decreased or not is judged or not, and whether the high attention of relevant departments needs to be particularly asked.
In this embodiment, the emergency sign analysis result includes information such as an emergency graph, emergency information, surrounding conditions, and real-time video.
In this embodiment, the urban operation sign analysis result is mainly displayed from information of three aspects, namely, graphics and text indexes, maps and image monitoring. The graphic index is mainly composed of a pie chart, a bar chart, a line chart and other BI icons, and is specifically composed according to the expression form and the attractiveness of the service index.
In a preferred embodiment of the present invention, the basic information layer is a component facility layer set, and the component facility layer set includes a traffic layer set, and/or a public service facility layer set, and/or a residential community layer set, and/or a cultural entertainment facility layer set, and/or a commercial facility layer set.
Specifically, in this embodiment, the traffic map layer set refers to a basic information map layer set of traffic, and is used for supporting road growth and aggregation of component facilities around roads, including complete and complete road network data in the whole area, basic road types such as major streets, minor streets, general streets, various urban overpasses, auxiliary roads, ramps, and traffic area location points such as ground stations, rail transit stations, parking lots, and gas stations.
In this embodiment, the public service facility map set refers to a facility map set related to public services, and includes distribution points, types, detailed names, and the like of various facilities, including public facility points such as education, medical health, sports, social welfare and security, administrative management and community service, postal telecommunications, and commercial financial service.
In this embodiment, the residential community map set refers to a residential community closely related to public sentiment events, and includes high-grade, medium-grade, and low-grade cells, living facilities in the cells, and the like.
In this embodiment, the cultural entertainment facility map layer set is that the construction of cultural entertainment facility is closely related to public cultural entertainment and public life, including museum, science and technology museum, exhibition museum, art museum, exhibition museum, memorial folk custom, library, group art museum, cultural palace, science and technology museum, crowd culture square, scientific culture square, etc.
In this embodiment, the commercial facility map set refers to facilities of commercial activities, and includes a commercial complex, a department store, a large wholesale store, a centralized exclusive store, a centralized restaurant, and a shopping center. The system integrates various data sources, can inquire the name and the business state of each shop in detail and the evaluation feedback of recent users, and can highlight the business activity gathering area in the whole area.
In a preferred embodiment of the present invention, the professional information layer includes:
a personnel vehicle real-time location map, and/or an event handling map, and/or a traffic operation map, and/or a city risk map, and/or a public opinion map.
Specifically, in this embodiment, the real-time location map of the staff and the vehicle is used to show real-time location information of the relevant disposal staff for city management and the dispatched vehicle, and the current real-time location of each disposal staff, including the historical track and mileage of the working trip of the staff and the vehicle, and the dynamic data of the specific disposal staff on the event operation, can be displayed by docking the handheld terminal or the GPS positioning data of the vehicle of each disposal staff. And the manager checks the related data according to the requirement. Through the map, a supervisor can intensively inquire the real-time state of the dynamic data, and statistics and management scheduling are facilitated.
In this embodiment, the event handling map is used to retrieve a city management event topic database, which includes events occurring in grid reporting, hot line complaints, and internet of things sensors. The method comprises the steps of displaying urban events in a scattered manner, carrying out spatial visualization on the places where various events occur, displaying the events on a map, and displaying corresponding icons for the events of different types. And accessing dynamic information of event processing, and updating the display state of the event processing along with the progress of the event. And reminding or early warning important events, difficult processing, delay and other events in a popup mode in the map. The city manager can also quickly check corresponding trends, select events in a certain time range to perform scattering distribution and hot spot aggregation, and check the position changes of different types of recent events in the urban area in multiple ways.
In this embodiment, the traffic operation map is used to realize real-time display of traffic operation states, including average speed of each road in the current area and important traffic jam points, and corresponding real-time labeling is performed in the map. The list of traffic accidents occurring on each road and the branch road ranking list of traffic jam can be checked through clicking, the average speed ranking of each road in the near term can be summarized by taking the road as a statistical unit, the ranking list of the road sections with traffic jam can be highlighted, and a decision basis is provided for a manager.
In this embodiment, the city risk map is used to evaluate and display risk levels of various regions in a city in combination with high-incidence region event data and historical event occurrence rules of grid patrol. Different kinds of danger sources can be checked and screened, and specific detailed information can be checked by clicking. The system is also used for summarizing and displaying investigation information of people flow intensive areas such as dish markets, transportation hubs and key commercial squares in combination with thematic treatment actions. High-risk places can be screened in the map, dynamic display is carried out in the map by a real-time interactive data change trend analysis method, and intelligent danger pre-judging prompt is supported, so that emergency situations can be better dealt with.
In this embodiment, the public opinion map is used to comprehensively show the results of public opinion analysis, including regional internet public opinion keyword insight, TOP number ranking of internet hotspot public opinion events, and the like. Public opinion data can be counted according to the range of a street district, public opinion keywords of various information sources in a certain time range are inquired, and the public opinion keywords are visually displayed in a word cloud mode. Visual display is supported according to public opinion theme classification, such as a spatial distribution map of a complaint public opinion key occurrence place related to food sanitation potential safety hazards.
In the preferred embodiment of the present invention, the search performed by the data search unit 44 includes:
the method comprises the following steps of spatial position retrieval, time range retrieval, keyword fuzzy retrieval, individual object retrieval, scene inspection, regional aerial view inspection and path inspection.
Specifically, in this embodiment, the spatial location retrieval is a query based on a spatial location, and supports a query of a specific single building, a query of a residential community range, a query of a street jurisdiction range, and a query of a road length jurisdiction range. The user-defined shape query is supported, and the user can optionally select a square area, a circular area, an irregular area or an area along a road on the map, so that a distribution map of related business data is obtained.
In this embodiment, the time range retrieval supports data query according to the time range, and may query statistics of historical data in the last day, week, or month, or longer, and comprehensively support query in a custom time range.
In this embodiment, the fuzzy keyword search supports fuzzy query according to data names, and the query range includes attribute table query, condition query, single record query, frame selection query, and the like. The fuzzy query based on semantics is supported, and the physical main body and the semantic main body are identified in the knowledge network according to the constructed city management knowledge base, so that more intelligent search is provided.
In this embodiment, the individual object retrieval completes information query of a specific object in the map in an interactive manner, and a dialog box of object details can be popped up by clicking a frame selection mode.
In the embodiment, for the scene inspection, for a city manager, video information is the most intuitive and rapid way to know city management events, and existing video monitoring resources are integrated in a unified city management one-picture system. When an emergency occurs, the high-altitude cameras can be quickly called to judge the overall situation, and the cameras around the incident place are further called to carry out detailed investigation. The video point location falls on a map of the city operation through the video GIS coordinates, intelligent calling of video resources in the peripheral visual range can be carried out on the occurred city events, and daily intelligent video polling or routing inspection based on the path under the custom scheme is supported.
In this embodiment, the aerial view inspection of the area is performed on the existing aerial view management camera of the high-altitude city, so that the large-scale area inspection of the city is realized. The method supports setting of a patrol range path, starting of regular patrol and calling and controlling of a specific camera under an emergency condition.
In this embodiment, the path patrol is combined with the requirements and permissions of the grid center, each commission bureau and the like for the scene application, so as to realize the visual presentation of the patrol checking path.
While the invention has been described with reference to a preferred embodiment, it will be understood by those skilled in the art that various changes in form and detail may be made therein without departing from the spirit and scope of the invention.
Claims (10)
1. A city operation data visual management system is characterized by comprising:
the basic geographic information base is connected with a regional city gridding integrated management center and used for calling a geographic information base map of the regional city gridding integrated management center and storing the geographic information base map in a layer form;
the layer data construction module is connected with the basic geographic information base and used for constructing corresponding professional layer data according to the geographic information base map and carrying out multi-source data fusion on each professional layer data;
and the city operation diagram module is respectively connected with the basic geographic information base and the layer construction module and is used for generating a city operation diagram according to the geographic information base diagram and the professional layer data and realizing the visual management of the whole city operation data according to the city operation diagram.
2. The visualized city operation data management system according to claim 1, wherein the layer data construction module includes a multi-source data fusion unit for performing multi-source data fusion on the professional layer data of different sources, structures and formats for centralized management.
3. The system for visual management of city operation data according to claim 2, wherein the manner of multi-source data fusion comprises:
the method comprises the following steps of data sharing and exchange, data processing, multi-precision data fusion, data comprehensive management, data version management and data maintenance mechanism management.
4. The visualized city operation data management system according to claim 1, wherein the professional map-layer data comprises city management data, and/or meteorological monitoring data, and/or social governance data, and/or regional environment data, and/or flood prevention platform data, and/or auxiliary data.
5. The city operation data visualization management system according to claim 1, further comprising a map publishing module, which is respectively connected to the basic geographic information base and the layer construction module, and provides support for a whole-region information application service based on the geographic information base map and the professional layer data.
6. The city operation data visualization management system according to claim 1, wherein the city operation graph module comprises:
the sign visualization unit is used for analyzing urban signs according to the urban operation diagram to obtain sign analysis results and displaying the sign analysis results;
the information layer management unit is used for carrying out visual management on a basic information layer contained in the geographic information base map corresponding to the city operation map;
the thematic layer information visualization unit is used for displaying a professional information layer formed by the professional layer data corresponding to the city operation diagram in real time;
and the data retrieval unit is used for providing a structured index to realize retrieval of the city operation diagram.
7. The system for visual management of urban operation data according to claim 6, wherein the sign analysis result comprises a safety sign analysis result, and/or a network sign analysis result, and/or an emergency sign analysis result, and/or an urban operation sign analysis result.
8. The city operation data visual management system according to claim 6, wherein the basic information layer is a component facility layer set, and the component facility layer set comprises a traffic layer set, and/or a public service facility layer set, and/or a residential community layer set, and/or a cultural entertainment facility layer set, and/or a commercial facility layer set.
9. The city operation data visualization management system according to claim 6, wherein the professional information layer comprises:
a personnel vehicle real-time location map, and/or an event handling map, and/or a traffic operation map, and/or a city risk map, and/or a public opinion map.
10. The city operation data visualization management system according to claim 6, wherein the retrieval by the data retrieval unit comprises:
the method comprises the following steps of spatial position retrieval, time range retrieval, keyword fuzzy retrieval, individual object retrieval, scene inspection, regional aerial view inspection and path inspection.
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Cited By (19)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
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Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107798466A (en) * | 2017-10-09 | 2018-03-13 | 中国电子科技集团公司第二十八研究所 | A kind of Urban Operation administrative center system |
| CN107871204A (en) * | 2017-10-09 | 2018-04-03 | 中国电子科技集团公司第二十八研究所 | A kind of Urban Operation centric system architecture and engineering system |
| CN107945081A (en) * | 2017-10-09 | 2018-04-20 | 中国电子科技集团公司第二十八研究所 | City operations show and monitoring and warning system |
| CN109544428A (en) * | 2018-11-28 | 2019-03-29 | 南京莱斯信息技术股份有限公司 | A kind of smart city platform towards Urban Governance |
| CN110335187A (en) * | 2019-06-18 | 2019-10-15 | 国家信息中心 | A kind of smart city operating system |
| CN110990479A (en) * | 2019-12-16 | 2020-04-10 | 云赛智联股份有限公司 | City big data visualization system |
-
2020
- 2020-10-28 CN CN202011173993.4A patent/CN112149027A/en active Pending
Patent Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107798466A (en) * | 2017-10-09 | 2018-03-13 | 中国电子科技集团公司第二十八研究所 | A kind of Urban Operation administrative center system |
| CN107871204A (en) * | 2017-10-09 | 2018-04-03 | 中国电子科技集团公司第二十八研究所 | A kind of Urban Operation centric system architecture and engineering system |
| CN107945081A (en) * | 2017-10-09 | 2018-04-20 | 中国电子科技集团公司第二十八研究所 | City operations show and monitoring and warning system |
| CN109544428A (en) * | 2018-11-28 | 2019-03-29 | 南京莱斯信息技术股份有限公司 | A kind of smart city platform towards Urban Governance |
| CN110335187A (en) * | 2019-06-18 | 2019-10-15 | 国家信息中心 | A kind of smart city operating system |
| CN110990479A (en) * | 2019-12-16 | 2020-04-10 | 云赛智联股份有限公司 | City big data visualization system |
Cited By (25)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN114913046A (en) * | 2021-01-29 | 2022-08-16 | 深圳创壹通航科技有限公司 | Urban three-dimensional grid segmentation method and system based on artificial intelligence algorithm |
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| CN112883138A (en) * | 2021-03-10 | 2021-06-01 | 北京建筑大学 | Urban part searching method based on measurable real scenes |
| CN112883138B (en) * | 2021-03-10 | 2021-10-08 | 北京建筑大学 | Urban part searching method based on measurable real scenes |
| CN113111272A (en) * | 2021-04-22 | 2021-07-13 | 中国气象局公共气象服务中心 | Meteorological disaster prevention and reduction comprehensive linkage analysis platform and analysis method thereof |
| CN113535870A (en) * | 2021-06-23 | 2021-10-22 | 苏州智能交通信息科技股份有限公司 | Traffic information visual analysis method, system and terminal based on big data |
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| CN113780718B (en) * | 2021-07-26 | 2024-02-06 | 青岛研博电子有限公司 | GIS-based digital pipe network system for water service industry |
| CN113793066A (en) * | 2021-09-30 | 2021-12-14 | 成都安讯智服科技有限公司 | Item position aggregation method, system, terminal and medium based on risk analysis |
| CN113793066B (en) * | 2021-09-30 | 2022-04-01 | 成都安讯智服科技有限公司 | Item position aggregation method, system, terminal and medium based on risk analysis |
| CN114048947A (en) * | 2021-10-09 | 2022-02-15 | 中国电建集团华东勘测设计研究院有限公司 | Emergency support aid decision-making system and application |
| CN113870084A (en) * | 2021-10-09 | 2021-12-31 | 福州大学 | City high-temperature forecasting and health assistant decision-making system oriented to multi-element main body |
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