CN115080643A - Ecological environment big data supervision and command system and method thereof - Google Patents
Ecological environment big data supervision and command system and method thereof Download PDFInfo
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Abstract
The application discloses big data supervision command system of ecological environment and method thereof, wherein, big data supervision command system of ecological environment includes: the system comprises a client, a data acquisition system and a supervision command platform; wherein, the client side: an application platform is arranged, and an application instruction is sent through the application platform; the application platform receives the display data; a data acquisition system: the monitoring system is used for monitoring, obtaining data of the perception layer and uploading the data of the perception layer to the supervision and command platform; the supervision and command platform: receiving the data of the perception layer, processing the data of the perception layer to obtain effective data, and storing the effective data; and receiving an application instruction, calling effective data according to the application instruction, obtaining display data, and sending the display data to an application platform. According to the method and the system, the resources of all the systems are integrated, the original scattered data are managed in a unified mode, various ecological environment data are displayed in a graph mode in a centralized mode, the unified storage of effective data is achieved, and the data are convenient to share.
Description
Technical Field
The application relates to the technical field of computers, in particular to an ecological environment big data supervision and command system and a method thereof.
Background
At present, the existing environment supervision system has the following problems in the aspect of practical application:
1. the system is dispersed, the sharing is low, and the supervision is difficult:
at present, urban environment informatization system construction is dispersed, data is lack of overall integrated sharing, chimney and data island are applied, business cooperation and information resource fragmentation distribution are adopted, and overall integrated development and utilization level is low; the existing platform is scattered in construction, multiple in involved departments and lack of unified management entries, so that the problems of high monitoring difficulty, low supervision efficiency and the like are caused.
In addition, the existing system platforms all have the outstanding problems of lack of case supervision processes, untimely event tracking, no trace-remaining management of ecological environment supervision events and the like, and are difficult to adapt to and meet the requirements of ecological environment protection work in new periods.
2. Unsmooth business flow:
the original business system has the problems of unsmooth flow, unclear responsibility of each department, incomplete mastery of undertaking problems, untimely solution, incomplete tracking and the like.
Disclosure of Invention
The invention aims to provide an ecological environment big data supervision and command system and a method thereof, which are used for uniformly managing originally scattered data by integrating resources of all systems, and centrally displaying various ecological environment data in a graph form, thereby realizing uniform storage of effective data and facilitating sharing.
In order to achieve the above object, the present application provides an ecological environment big data supervision and command system, including: the system comprises a client, a data acquisition system and a supervision and command platform; wherein, the client: an application platform is arranged, and an application instruction is sent through the application platform; the application platform receives the display data, wherein the application instruction comprises the following steps: the method comprises the steps of an event closed-loop service instruction, a service management instruction, a mobile application instruction, a statistical analysis instruction and a visualization instruction; a data acquisition system: the monitoring system is used for monitoring, obtaining data of the perception layer and uploading the data of the perception layer to the supervision and command platform; the supervision and command platform: receiving the data of the perception layer, processing the data of the perception layer to obtain effective data, and storing the effective data; receiving an application instruction, calling effective data according to the application instruction, obtaining display data, and sending the display data to an application platform; wherein the valid data at least comprises: real-time monitoring data, video monitoring data, department data, patrol scheduling data, statistical data and geographic data.
As above, the data acquisition system interacts with the supervisory command platform through the data transmission system, and sends the acquired sensing layer data to the supervisory command platform.
As above, wherein the supervisory command platform comprises: service components and databases; wherein the service component: the system comprises a data processing module, a data processing module and an application platform, wherein the data processing module is used for receiving an application instruction, calling effective data according to the application instruction, generating display data according to the effective data, and sending the display data to the application platform to provide support for service application of the application platform; a database: for storing valid data.
As above, wherein the database comprises at least: the system comprises a real-time monitoring sub-database, a video monitoring sub-database, a department sub-database, a patrol scheduling sub-database, a statistic sub-database and a geographic sub-database; wherein, the sub-database is monitored in real time: the device is used for storing real-time monitoring data; video monitoring sub-database: the video monitoring system is used for storing video monitoring data; department sub-database: used for storing department data; patrol scheduling sub-database: used for storing the patrol scheduling data; counting the sub-databases: for storing statistical data; the geographical sub-database: for storing geographical data.
As above, the business application of the application platform at least comprises: event closed loop services, traffic management services, mobile application services, statistical analysis services and visualization services.
As above, wherein the service component comprises at least: the system comprises an environment-friendly data display module, a geocoding service module, an event closed-loop service module, an environment-friendly data analysis module and a data interaction service module; wherein, environmental protection data display module: the display data processing system is used for receiving an application instruction, calling effective data according to the application instruction, generating display data according to the effective data, and sending the display data to an application platform, wherein the application instruction is as follows: a service management instruction, a mobile application instruction, a statistical analysis instruction or a visualization instruction; a geocoding service module: the display data processing system is used for receiving an application instruction, calling effective data according to the application instruction, generating display data according to the effective data, and sending the display data to an application platform, wherein the application instruction is as follows: a service management instruction, a mobile application instruction, a statistical analysis instruction or a visualization instruction; an event closed-loop service module: the display data processing system is used for receiving an application instruction, calling effective data according to the application instruction, generating display data according to the effective data, and sending the display data to an application platform, wherein the application instruction is as follows: an event closed-loop service instruction; environmental protection data analysis module: the system is used for receiving an application instruction, calling effective data according to the application instruction, generating display data according to the effective data, and sending the display data to an application platform, wherein the application instruction is as follows: an event closed-loop service instruction, a service management instruction, a mobile application instruction, a statistical analysis instruction or a visualization instruction; the data interaction service module: the system comprises a database, a data storage module, a data processing module, a data analysis module, a data exchange module and a data processing module, wherein the data storage module is used for receiving data to be stored, performing data extraction, data cleaning, data analysis and data exchange on the data to be stored to obtain normalized data to be stored, taking the normalized data to be stored as effective data, sending the effective data to the database for storage, receiving an application instruction and interacting the effective data; wherein, the data to be stored comprises: raw real-time monitoring data, raw video surveillance data, raw department data, raw patrol scheduling data, raw statistics data, and raw geographic data.
As above, wherein the application platform comprises at least: the system comprises an event closed-loop module, a service management module, a mobile application module, a statistical analysis system and a graph visualization GIS system; wherein the event closed-loop module: the system comprises an event closed-loop service module, an environment-friendly data analysis module and a monitoring command platform, wherein the event closed-loop service module is used for sending an application instruction and calling the event closed-loop service module of the monitoring command platform to carry out event handling, event handing, feedback and follow-up and monitor handling and the environment-friendly data analysis module is used for statistical analysis; receiving corresponding display data; wherein, the application instruction is as follows: an event closed-loop service instruction; a service management module: the system comprises a monitoring command platform, an environment-friendly data display module, a geocoding service module, an event closed-loop service module, an environment-friendly data analysis module and a data interaction service module, wherein the environment-friendly data display module, the geocoding service module, the event closed-loop service module, the environment-friendly data analysis module and the data interaction service module are used for sending an application instruction and calling the monitoring command platform to perform service management service; wherein, the application instruction is as follows: a service management instruction; a mobile application module: the environment-friendly data display module, the geocoding service module, the event closed-loop service module, the environment-friendly data analysis module and the data interaction service module are used for sending an application instruction, calling the supervision and command platform, and receiving corresponding display data, wherein the application instruction is as follows: a mobile application instruction; a statistical analysis system: the environment-friendly data display module, the geocoding service module, the event closed-loop service module, the environment-friendly data analysis module and the data interaction service module are used for sending an application instruction, calling the supervision and command platform, and receiving corresponding display data, wherein the application instruction is as follows: a statistical analysis instruction; a graph visualization GIS system: the environmental protection data display module, the geocoding service module, the event closed-loop service module, the environmental protection data analysis module and the data interaction service module are used for sending an application instruction, calling the supervision and command platform, receiving corresponding display data, and performing grid map display, monitoring point display, real-time monitoring display, water detection display and pollution source display, wherein the application instruction is as follows: and visualizing the instruction.
As above, the perception layer data acquired by the data acquisition system at least includes: original real-time monitoring data and original video monitoring data; wherein, the original real-time monitoring data at least comprises: air quality data and water quality data.
As above, wherein the data acquisition system comprises at least: the system comprises air quality monitoring equipment, water environment monitoring equipment and video monitoring equipment; wherein, air quality monitoring equipment: for obtaining air quality data, wherein the air quality data comprises: the method comprises the following steps of (1) national control monitoring point data, oil gas recovery data, heavy pollution source data and land flying dust data; water environment monitoring equipment: the water quality monitoring system is used for monitoring water quality to obtain water quality data; the video monitoring device comprises at least: the hard disk video recorder and the video camera are used for acquiring original video monitoring data.
The application also provides an ecological environment big data supervision and command method, which comprises the following steps: the data acquisition system monitors to obtain data of the sensing layer and uploads the data of the sensing layer to the supervision and command platform; the supervision command platform receives the data of the perception layer, processes the data of the perception layer to obtain effective data and stores the effective data; wherein the valid data at least comprises: real-time monitoring data, video monitoring data, department data, patrol scheduling data, statistical data and geographic data; the client sends an application instruction to the supervision and command platform through a preset application platform, wherein the application instruction comprises the following steps: an event closed-loop service instruction, a service management instruction, a mobile application instruction, a statistical analysis instruction and a visualization instruction; the supervision command platform receives the application instruction, calls the effective data according to the application instruction, obtains display data, and sends the display data to the application platform for display.
According to the method and the system, the resources of all the systems are integrated, the original scattered data are managed in a unified mode, various ecological environment data are displayed in a graph mode in a centralized mode, the unified storage of effective data is achieved, and the data are convenient to share.
Drawings
In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the drawings needed to be used in the description of the embodiments or the prior art will be briefly described below, it is obvious that the drawings in the following description are only some embodiments described in the present application, and other drawings can be obtained by those skilled in the art according to the drawings.
Fig. 1 is a schematic structural diagram of an embodiment of an ecological environment big data supervision command system.
Detailed Description
The technical solutions in the embodiments of the present invention are clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are some, not all, embodiments of the present invention. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
As shown in fig. 1, the present application provides an ecological environment big data supervision and command system, including: client, data acquisition system and supervision command platform.
Wherein, the client: an application platform is arranged, and an application instruction is sent through the application platform; the application platform receives the display data;
a data acquisition system: the monitoring system is used for monitoring, obtaining data of the perception layer and uploading the data of the perception layer to the supervision and command platform;
the supervision and command platform comprises: receiving the data of the perception layer, processing the data of the perception layer to obtain effective data, and storing the effective data; and receiving an application instruction, calling effective data according to the application instruction, obtaining display data, and sending the display data to an application platform.
Wherein, the application instruction comprises: event closed-loop service instructions, business management instructions, mobile application instructions, statistical analysis instructions, and visualization instructions.
Further, the data acquisition system interacts with the supervision and command platform through the data transmission system, and sends the acquired sensing layer data to the supervision and command platform.
Further, the supervision and command platform comprises: service components and databases.
Specifically, the service component: the display data sending module is used for receiving the application instruction, calling the effective data according to the application instruction, generating display data according to the effective data, sending the display data to the application platform and providing support for the service application of the application platform.
A database: for storing valid data, wherein the valid data at least comprises: real-time monitoring data, video monitoring data, department data, patrol scheduling data, statistical data and geographic data.
Further, the service components include at least: the system comprises an environment-friendly data display module, a geocoding service module, an event closed-loop service module, an environment-friendly data analysis module and a data interaction service module.
Wherein, environmental protection data display module: the display data processing system is used for receiving an application instruction, calling effective data according to the application instruction, generating display data according to the effective data and sending the display data to an application platform; wherein, the application instruction is as follows: business management instructions, mobile application instructions, statistical analysis instructions, or visualization instructions.
Further, the environmental protection data display module at least comprises: the system comprises a real-time monitoring submodule, a real-time monitoring submodule and a pollution source distribution detection submodule.
Wherein, the real-time monitoring submodule: the display platform is used for calling the geographic data and the real-time monitoring data according to the application instruction, generating display data according to the geographic data and the real-time monitoring data, and sending the display data to the application platform.
Wherein, real-time monitoring submodule: the display platform is used for calling the geographic data and the video monitoring data according to the application instruction, generating display data according to the geographic data and the video monitoring data, and sending the display data to the application platform.
Wherein, pollution sources distribution detection submodule: the system is used for calling the geographic data, the real-time monitoring data and the video monitoring data according to the application instruction, generating display data according to the geographic data, the real-time monitoring data and the video monitoring data, and sending the display data to the application platform.
Wherein the geocoding service module: the display data processing system is used for receiving an application instruction, calling effective data according to the application instruction, generating display data according to the effective data and sending the display data to an application platform; wherein, the application instruction is as follows: business management instructions, mobile application instructions, statistical analysis instructions, or visualization instructions.
Further, the geocoding service module includes at least: the system comprises a data normalization submodule, an integrated management submodule and a spatialization processing submodule.
Wherein, the data normalization sub-module: the method and the device are used for calling the geographic data according to the application instruction, carrying out data standardization processing according to the geographic data and obtaining the standardized data.
An integrated management submodule: and performing integrated processing on the normalized data to obtain integrated data.
A spatialization processing submodule: and carrying out spatialization processing on the integrated data to form a uniform geographic code, taking the uniform geographic code as display data, and sending the display data to the application platform.
Wherein, the event closed-loop service module: the display data processing system is used for receiving an application instruction, calling effective data according to the application instruction, generating display data according to the effective data and sending the display data to an application platform; wherein, the application instruction is as follows: event closed loop service instructions.
Further, the event closed-loop service module at least comprises: the system comprises a node definition submodule, a flow normalization submodule and a data visualization submodule.
Wherein, the node defines the submodule: according to the application instruction, calling department data, patrol scheduling data and statistical data to define nodes, and obtaining the defined nodes, wherein the application instruction is as follows: an event closed loop service instruction.
A flow normalization sub-module: according to the application instruction, calling department data, patrol scheduling data and statistical data to define the flow, and obtaining the defined flow, wherein the application instruction is as follows: event closed loop service instructions.
A data visualization submodule: and performing data visualization processing on the defined nodes and the defined flow to generate visualized data, taking the visualized data as display data, and sending the display data to an application platform.
Wherein, environmental protection data analysis module: the display data processing system is used for receiving an application instruction, calling effective data according to the application instruction, generating display data according to the effective data and sending the display data to an application platform; wherein, the application instruction is as follows: event closed loop service instructions, traffic management instructions, mobile application instructions, statistical analysis instructions, or visualization instructions.
Further, the environmental protection data analysis module at least comprises: the environment-friendly data statistical analysis submodule, the graphic report submodule and the data mining submodule.
Wherein, the environmental protection data statistical analysis submodule: calling real-time monitoring data, video monitoring data, department data, patrol scheduling data and statistical data according to an application instruction to perform statistical analysis, generating statistical analysis data, taking the statistical analysis data as display data, and sending the display data to an application platform, wherein the application instruction is as follows: the statistical analysis management instruction, the event closed loop statistical analysis instruction in the event closed loop service instruction, the mobile application instruction or the statistical analysis instruction.
Wherein the statistical analysis data at least comprises: event statistical analysis data, environmental quality ranking data, and environmental quality statistical data.
The graphic report submodule is as follows: calling real-time monitoring data, video monitoring data, department data, patrol scheduling data and statistical data according to the application instruction to perform image report processing, generating graphic report data, taking the graphic report data as display data, and sending the display data to an application platform, wherein the application instruction is as follows: and visualizing the instruction.
Wherein, the graphic report data at least comprises: maps, charts and/or tables.
Wherein the map comprises at least: grid maps, vector maps, detection point display maps, monitoring data display maps, pollution source display maps and water detection display maps.
A data mining submodule: and calling real-time monitoring data, video monitoring data, department data, patrol scheduling data and statistical data according to the application instruction to perform data mining analysis, obtaining display data, and sending the display data to an application platform. The application instructions are: and (5) performing statistical analysis on the command.
Wherein, the data interaction service module: the system comprises a database, a data storage module, a data processing module, a data analysis module, a data exchange module and a data processing module, wherein the data storage module is used for receiving data to be stored, performing data extraction, data cleaning, data analysis and data exchange on the data to be stored to obtain normalized data to be stored, taking the normalized data to be stored as effective data, sending the effective data to the database for storage, receiving an application instruction and interacting the effective data; wherein, the data to be stored comprises: raw real-time monitoring data, raw video surveillance data, raw department data, raw patrol scheduling data, raw statistics data, and raw geographic data.
Further, the data interaction service module at least comprises: the device comprises a data extraction sub-module, a transmission conversion sub-module and a data loading sub-module.
Wherein, the data extraction submodule: the data processing device is used for extracting, cleaning and analyzing data to be stored to obtain first processing data;
a transmission conversion submodule: performing transmission and exchange on the first processing data to obtain normalized data to be stored;
a data loading submodule: taking the normalized data to be stored as effective data, and sending the effective data to a database for storage; and receiving an application instruction, and interacting effective data.
Further, the database includes at least: the system comprises a real-time monitoring sub-database, a video monitoring sub-database, a department sub-database, a patrol scheduling sub-database, a statistic sub-database and a geographic sub-database.
Specifically, monitoring the sub-database in real time: for storing real-time monitoring data.
Video monitoring sub-database: for storing video surveillance data.
Department sub-database: for storing department data.
Patrolling the scheduling sub-database: for storing patrol schedule data.
Counting the sub-databases: for storing statistical data.
The geographical sub-database: for storing geographical data.
Wherein, the application platform: and the system is used for sending an application instruction to the supervision and command platform, receiving and displaying data and carrying out actual business application.
Further, the application platform at least comprises: the system comprises an event closed-loop module, a service management module, a mobile application module, a statistical analysis system and a graph visualization GIS system.
The business application of the application platform at least comprises the following steps: event closed loop services, traffic management services, mobile application services, statistical analysis services and visualization services.
Specifically, event closed-loop services: the event closed-loop service applies an instruction to the event closed-loop service module, receives display data sent by the event closed-loop service module after the application instruction is executed, the event closed-loop service module is in butt joint with an existing event system, operators receive events and check the events, the events are qualified and pass the check if the events belong to environmental protection related cases, after the events pass the check, the operators summarize all event problems according to dimensions such as time type, source, emergency degree, state, content description, responsibility department, receiving time and the like and enter the existing event system to form a 'pseudo-delivery order', the 'pseudo-delivery order' is delivered to the responsibility department through the existing event system, and the existing event system automatically records the delivery time. After the responsibility department audits and passes the 'planned delivery order', formal 'delivery orders' are formed according to multiple dimensions such as problem types, delivery departments, examination and approval opinions, responsibility units, delivery time, emergency degree and the like, the responsibility department dispatches and flows to each department of municipality and each government responsibility department of counties (cities and districts), if the responsibility department audits and prosecutes to a superior level, the superior level re-certifies the responsibility department of the problem and then re-dispatches, and the conventional event system re-records the dispatch time. After receiving the event, each department of the straight city and each government responsible department of counties (cities and districts) processes the event within the time limit range according to the time limit requirement, and feeds back the processing result and the processing opinion to the superior department and the dispatching department after the event is processed, and the existing event system archives the processing result, the time and other information. And the responsibility department approves the received event, if the event is approved without jurisdiction, the event is complained to a superior responsibility department, and the superior responsibility department reduplicates the problem attribution department and then redistributes the event.
Wherein the event closed-loop module: the system comprises an event closed-loop service module, an environment-friendly data analysis module and a monitoring command platform, wherein the event closed-loop service module is used for sending an application instruction and calling the event closed-loop service module of the monitoring command platform to carry out event handling, event handing, feedback and follow-up and monitor handling and the environment-friendly data analysis module is used for statistical analysis; receiving corresponding display data; wherein, the application instruction is as follows: event closed loop service instructions.
Further, the event closed-loop service instruction at least comprises: the system comprises an event acceptance instruction, an event submitting instruction, an event feedback instruction, a follow-up and supervision instruction and an event closed loop statistical analysis instruction.
Wherein the event closed-loop module at least comprises: the event processing sub-module, the event feedback sub-module, the follow-up and urging processing sub-module and the event closed loop statistical analysis sub-module.
An event acceptance submodule: and the event closed-loop service module is used for sending an event acceptance instruction and calling the supervision and command platform to accept the event.
The event submitting submodule: and the event closed-loop service module is used for sending an event submitting instruction and calling the supervision and command platform to submit events.
An event feedback sub-module: and the event closed-loop service module is used for sending an event feedback instruction and calling the supervision and command platform to perform event feedback.
Follow-up urging supervision submodule: and the event closed-loop service module is used for sending follow-up urging supervision instructions and calling the supervision and command platform to carry out follow-up urging supervision.
An event closed-loop statistical analysis submodule: and the environment-friendly data analysis module is used for sending an event closed-loop statistical analysis instruction and calling the supervision and command platform to carry out statistical analysis.
Wherein, the business management module: the system comprises a monitoring command platform, an environment-friendly data display module, a geocoding service module, an event closed-loop service module, an environment-friendly data analysis module and a data interaction service module, wherein the environment-friendly data display module, the geocoding service module, the event closed-loop service module, the environment-friendly data analysis module and the data interaction service module are used for sending an application instruction and calling the monitoring command platform to perform service management service; wherein, the application instruction is as follows: and (5) service management instructions.
Wherein, the service management instruction at least comprises: administrative command of department, administrative command of authority role, administrative command of pollution source, administrative command of data dictionary, administrative command of statistical analysis, incident administrative command and administrative command of detection point.
Further, the service management module at least comprises: a department sub-module, a permission role sub-module, a pollution source sub-module, a data dictionary sub-module, a business management statistical analysis sub-module, an event sub-module and a detection point sub-module.
Wherein, department submodule: the system is used for sending administrative command of department departments and calling an environmental protection data display module, a geocoding service module, an event closed-loop service module, an environmental protection data analysis module and a data interaction service module of a supervision and command platform to manage the department departments.
And (4) a permission role submodule: the environment-friendly data management system is used for sending an authority role management instruction and calling an environment-friendly data display module, a geocoding service module, an event closed-loop service module, an environment-friendly data analysis module and a data interaction service module of a supervision and command platform to manage the authority of users with different roles.
A pollution source submodule: the environment-friendly data management system is used for sending a pollution source management instruction and calling an environment-friendly data display module, a geocoding service module, an event closed-loop service module, an environment-friendly data analysis module and a data interaction service module of a supervision and command platform to manage a pollution source.
A data dictionary submodule: and the sub-module is used for sending the data dictionary and calling an environment-friendly data display module, a geocoding service module, an event closed-loop service module, an environment-friendly data analysis module and a data interaction service module of the supervision and command platform to manage the data dictionary.
A business management statistical analysis submodule: and the environment-friendly data display module, the geocoding service module, the event closed-loop service module, the environment-friendly data analysis module and the data interaction service module are used for sending a statistical analysis management instruction and calling the supervision and command platform to manage statistical analysis.
An event submodule: the system comprises a monitoring command platform, an environment-friendly data display module, a geocoding service module, an event closed-loop service module, an environment-friendly data analysis module and a data interaction service module, wherein the environment-friendly data display module, the geocoding service module, the event closed-loop service module, the environment-friendly data analysis module and the data interaction service module are used for sending an event management instruction and calling the monitoring command platform to manage the event.
A detection point submodule: and the environment-friendly data display module, the geocoding service module, the event closed-loop service module, the environment-friendly data analysis module and the data interaction service module are used for sending a detection point management instruction and calling the supervision and command platform to manage the detection points.
Wherein the mobile application module: the environment-friendly data display module, the geocoding service module, the event closed-loop service module, the environment-friendly data analysis module and the data interaction service module are used for sending an application instruction, calling the supervision and command platform, and receiving corresponding display data, wherein the application instruction is as follows: and moving the application instruction.
Wherein the mobile application instructions include at least: an environment element instruction, an event statistical analysis instruction and an environment statistical analysis instruction.
Further, the mobile application module at least comprises: the system comprises an environment element submodule, an event statistical analysis submodule and an environment statistical analysis submodule.
Wherein, the environment element submodule is: and sending a mobile environment element instruction, and acquiring environment element data from the effective data of the supervision and command platform. Wherein the environmental elements include at least: real-time monitoring data and video monitoring data.
Specifically, the environment element submodule sends an environment element instruction to the data interaction service module, and the data interaction service module obtains environment element data from the database according to the environment element instruction and sends the environment element data to the event submodule.
An event submodule: and sending an event instruction, and acquiring event data from the effective data of the supervision and command platform. Wherein the event data includes at least: real-time monitoring data, video monitoring data, department data and patrol scheduling data.
Specifically, the event submodule sends an event instruction to the data interaction service module, and the data interaction service module acquires event data from the database according to the event instruction and sends the event data to the event submodule.
An event statistical analysis submodule: and sending an event statistical analysis instruction to obtain display data, wherein the display data are event statistical analysis data in the statistical analysis data.
An environment statistical analysis submodule: and sending an environment statistical analysis instruction to obtain display data, wherein the display data are environment statistical analysis data in the statistical analysis data.
Wherein, the statistical analysis system: the environment-friendly data display module, the geocoding service module, the event closed-loop service module, the environment-friendly data analysis module and the data interaction service module are used for sending an application instruction, calling the supervision and command platform, and receiving corresponding display data, wherein the application instruction is as follows: and (5) counting and analyzing the instructions.
Wherein the statistical analysis instructions at least comprise: an environmental quality ranking instruction, an environmental quality statistical instruction, and an event statistical analysis instruction.
Further, the statistical analysis system at least comprises: the system comprises an environment quality ranking submodule, an environment quality statistics submodule and an event statistics analysis submodule.
Wherein, the environment quality ranking submodule: and sending an environment quality ranking instruction to obtain display data, wherein the display data are environment quality ranking data.
An environment quality statistics submodule: and sending an environmental quality statistical instruction to obtain display data, wherein the display data are environmental quality statistical data.
An event statistical analysis submodule: and sending an event statistical analysis instruction to obtain display data, wherein the display data are event statistical analysis data.
Wherein, a visual GIS system of picture: the environmental protection data display module, the geocoding service module, the event closed-loop service module, the environmental protection data analysis module and the data interaction service module are used for sending an application instruction, calling the supervision and command platform, receiving corresponding display data, and performing grid map display, monitoring point display, real-time monitoring display, water detection display and pollution source display, wherein the application instruction is as follows: and visualizing the instruction.
Specifically, the GIS (Geographic Information Science) can combine various environmental Information with corresponding Geographic locations for comprehensive analysis and management to implement visual management of spatial data. The method comprises the steps of visually reflecting the position and distribution condition of pollution sources on a basic map, checking detailed information of each pollution source, reflecting the distribution condition of the pollution sources in a monitoring area through the information of the pollution sources, and visually reflecting the condition of various pollution source data in an area range in a chart form; the intelligent control system can realize multi-aspect and all-around control of the air quality in the region, provides technical support for real-time, automation and visualization of pollution source display, and provides auxiliary action for accurate management and relevant decision making of the ambient air quality. The online monitoring map visualization comprises: water monitoring, atmosphere monitoring, dust emission monitoring, VOC online monitoring, enterprise heavy pollution source monitoring, oil gas recovery monitoring and the like; and the water monitoring, the atmosphere monitoring, the dust emission monitoring, the VOC on-line monitoring, the enterprise heavy pollution source monitoring and the oil gas recovery monitoring are displayed in a visual GIS system according to actual system data and access conditions. The online monitoring map visualization includes: high-point video monitoring, enterprise heavy-point pollution source video monitoring and dust raising video monitoring; and displaying the high-point video monitoring, the enterprise heavy-point pollution source video monitoring and the dust raising video monitoring in a visual GIS system according to actual system data and access conditions.
Wherein the visualization instructions include at least: vector map instructions, grid map instructions, detection point instructions, real-time monitoring instructions, event instructions, VOC monitoring instructions, pollution source instructions, and water detection instructions.
Further, a graph visualization GIS system at least comprises: the system comprises a vector map submodule, a grid map submodule, a detection point submodule, a real-time monitoring submodule, an event submodule, a VOC monitoring submodule, a pollution source submodule and a water detection submodule.
Wherein, the vector map sub-module: and the display data is used for sending a vector map instruction, acquiring display data and displaying the display data, wherein the display data is a vector map.
Grid map submodule: and the system is used for sending a grid map instruction, acquiring and displaying display data, wherein the display data is a grid map.
A detection point submodule: and the display data is used for displaying the detection point display map.
A real-time monitoring submodule: and the real-time monitoring instruction is sent, and the display data is acquired and displayed, wherein the display data is a monitoring data display map.
An event submodule: and the display data acquisition module is used for sending the event instruction, acquiring the display data and displaying the display data.
VOC monitoring submodule: the method is used for VOC monitoring instructions, obtaining display data and displaying, wherein the display data is a monitoring data display map.
A pollution source submodule: the display data is used for sending a pollution source instruction, acquiring display data and displaying, wherein the display data is a pollution source display map.
A water detection submodule: the water detection display device is used for sending a water detection instruction, acquiring display data and displaying the display data, wherein the display data is a water detection display map.
Wherein, data acquisition system is used for obtaining perception layer data to send perception layer data to supervision command platform, wherein, perception layer data include at least: raw real-time monitoring data and raw video monitoring data. Wherein, the original real-time monitoring data at least comprises: air quality data and water quality data.
Further, the data acquisition system at least comprises: air quality monitoring equipment, water environment monitoring equipment and video monitoring equipment.
Wherein, air quality monitoring equipment: for obtaining air quality data, wherein the air quality data comprises: the method comprises the steps of national control monitoring point data, oil gas recovery data, heavy pollution source data and land flying dust data.
Further, the air quality monitoring device includes at least: the system comprises a state control monitoring point facility, an oil gas recovery monitoring facility, a heavy point pollution source monitoring facility and a construction site raise dust monitoring facility.
Specifically, the national control monitoring point facilities: and the monitoring system is used for monitoring the state control monitoring points to obtain the state control monitoring point data.
Oil gas recovery monitoring facilities: the oil gas recovery monitoring system is used for monitoring oil gas recovery and obtaining oil gas recovery data.
Heavy pollution source monitoring facilities: the method is used for monitoring the heavy pollution source to obtain the data of the heavy pollution source.
Building site raise dust monitoring facilities: the method is used for monitoring the soil raise dust and obtaining the soil raise dust data.
Wherein, water environment monitoring facilities: the method is used for monitoring the water quality and obtaining water quality data.
Wherein, video monitoring equipment includes at least: the hard disk video recorder and the video camera are used for acquiring original video monitoring data.
Further, the data transmission system is used for realizing data access and circulation of each link and module of the platform, and comprises: various types of network equipment facilities, such as: router, network cable, equipment interface, various data interfaces, conversion protocol, configuration parameters and the like.
The application also provides an ecological environment big data supervision and command method, which comprises the following steps:
the data acquisition system monitors to obtain data of the sensing layer and uploads the data of the sensing layer to the supervision and command platform;
the supervision command platform receives the data of the perception layer, processes the data of the perception layer to obtain effective data and stores the effective data;
the client sends an application instruction to the supervision command platform through a preset application platform;
the supervision command platform receives the application instruction, calls the effective data according to the application instruction, obtains display data, and sends the display data to the application platform for display.
According to the method and the system, the resources of all the systems are integrated, the original scattered data are managed in a unified mode, various ecological environment data are displayed in a graph mode in a centralized mode, the unified storage of effective data is achieved, and the data are convenient to share.
While the preferred embodiments of the present application have been described, additional variations and modifications in those embodiments may occur to those skilled in the art once they learn of the basic inventive concepts. Therefore, the scope of protection of the present application is intended to be interpreted to include the preferred embodiments and all variations and modifications that fall within the scope of the present application. It will be apparent to those skilled in the art that various changes and modifications may be made in the present application without departing from the spirit and scope of the application. Thus, if such modifications and variations of the present application fall within the scope of the present application and their equivalents, the present application is intended to include such modifications and variations as well.
Claims (10)
1. An ecological environment big data supervision and command system is characterized by comprising: the system comprises a client, a data acquisition system and a supervision command platform;
wherein, the client: an application platform is arranged, and an application instruction is sent through the application platform; the application platform receives the display data, wherein the application instruction comprises the following steps: an event closed-loop service instruction, a service management instruction, a mobile application instruction, a statistical analysis instruction and a visualization instruction;
a data acquisition system: the monitoring system is used for monitoring, obtaining data of the perception layer and uploading the data of the perception layer to the supervision and command platform;
the supervision and command platform: receiving the data of the perception layer, processing the data of the perception layer to obtain effective data, and storing the effective data; receiving an application instruction, calling effective data according to the application instruction, obtaining display data, and sending the display data to an application platform; wherein the valid data at least comprises: real-time monitoring data, video monitoring data, department data, patrol scheduling data, statistical data and geographic data.
2. The ecological environment big data supervision and command system according to claim 1, wherein the data acquisition system interacts with the supervision and command platform through the data transmission system and sends the acquired sensing layer data to the supervision and command platform.
3. The ecological environment big data supervision and command system according to claim 2, wherein the supervision and command platform comprises: service components and databases;
wherein the service component: the system comprises a data processing module, a data processing module and an application platform, wherein the data processing module is used for receiving an application instruction, calling effective data according to the application instruction, generating display data according to the effective data, and sending the display data to the application platform to provide support for service application of the application platform;
a database: for storing valid data.
4. The ecological environment big data supervision and command system according to claim 3, characterized in that the database comprises at least: the system comprises a real-time monitoring sub-database, a video monitoring sub-database, a department sub-database, a patrol scheduling sub-database, a statistic sub-database and a geographic sub-database;
wherein, the sub-database is monitored in real time: the device is used for storing real-time monitoring data;
video monitoring sub-database: the video monitoring system is used for storing video monitoring data;
department sub-database: used for storing department data;
patrolling the scheduling sub-database: used for storing the patrol scheduling data;
counting the sub-databases: for storing statistical data;
the geographic sub-database: for storing geographical data.
5. The ecological environment big data supervision and command system according to claim 4, characterized in that the business application of the application platform at least comprises: event closed-loop services, traffic management services, mobile application services, statistical analysis services and visualization services.
6. The ecological environment big data supervision and command system according to claim 5, wherein the service components comprise at least: the system comprises an environment-friendly data display module, a geocoding service module, an event closed-loop service module, an environment-friendly data analysis module and a data interaction service module;
wherein, environmental protection data display module: the display data processing system is used for receiving an application instruction, calling effective data according to the application instruction, generating display data according to the effective data, and sending the display data to an application platform, wherein the application instruction is as follows: a service management instruction, a mobile application instruction, a statistical analysis instruction or a visualization instruction;
a geocoding service module: the display data processing system is used for receiving an application instruction, calling effective data according to the application instruction, generating display data according to the effective data, and sending the display data to an application platform, wherein the application instruction is as follows: a service management instruction, a mobile application instruction, a statistical analysis instruction or a visualization instruction;
an event closed-loop service module: the display data processing system is used for receiving an application instruction, calling effective data according to the application instruction, generating display data according to the effective data, and sending the display data to an application platform, wherein the application instruction is as follows: an event closed-loop service instruction;
environmental protection data analysis module: the system is used for receiving an application instruction, calling effective data according to the application instruction, generating display data according to the effective data, and sending the display data to an application platform, wherein the application instruction is as follows: an event closed-loop service instruction, a service management instruction, a mobile application instruction, a statistical analysis instruction or a visualization instruction;
the data interaction service module: the system comprises a database, a data storage module, a data processing module, a data analysis module, a data exchange module and a data processing module, wherein the data storage module is used for receiving data to be stored, performing data extraction, data cleaning, data analysis and data exchange on the data to be stored to obtain normalized data to be stored, taking the normalized data to be stored as effective data, sending the effective data to the database for storage, receiving an application instruction and interacting the effective data; wherein, the data to be stored comprises: raw real-time monitoring data, raw video surveillance data, raw department data, raw patrol scheduling data, raw statistics data, and raw geographic data.
7. The ecological environment big data supervision and command system according to claim 6, characterized in that the application platform at least comprises: the system comprises an event closed-loop module, a service management module, a mobile application module, a statistical analysis system and a graph visualization GIS system;
wherein the event closed-loop module: the system comprises an event closed-loop service module, an environment-friendly data analysis module and a monitoring command platform, wherein the event closed-loop service module is used for sending an application instruction and calling the event closed-loop service module of the monitoring command platform to carry out event handling, event handing, feedback and follow-up and monitor handling and the environment-friendly data analysis module is used for statistical analysis; receiving corresponding display data; wherein, the application instruction is: an event closed-loop service instruction;
the service management module: the system comprises a monitoring command platform, an environment-friendly data display module, a geocoding service module, an event closed-loop service module, an environment-friendly data analysis module and a data interaction service module, wherein the environment-friendly data display module, the geocoding service module, the event closed-loop service module, the environment-friendly data analysis module and the data interaction service module are used for sending an application instruction and calling the monitoring command platform to perform service management service; wherein, the application instruction is as follows: a service management instruction;
a mobile application module: the environment-friendly data display module, the geocoding service module, the event closed-loop service module, the environment-friendly data analysis module and the data interaction service module are used for sending an application instruction, calling the supervision and command platform, and receiving corresponding display data, wherein the application instruction is as follows: a mobile application instruction;
a statistical analysis system: the environment-friendly data display module, the geocoding service module, the event closed-loop service module, the environment-friendly data analysis module and the data interaction service module are used for sending an application instruction, calling the supervision and command platform, and receiving corresponding display data, wherein the application instruction is as follows: a statistical analysis instruction;
a graph visualization GIS system: the environmental protection data display module, the geocoding service module, the event closed-loop service module, the environmental protection data analysis module and the data interaction service module are used for sending an application instruction, calling the supervision and command platform, receiving corresponding display data, and performing grid map display, monitoring point display, real-time monitoring display, water detection display and pollution source display, wherein the application instruction is as follows: and visualizing the instruction.
8. The ecological environment big data supervision and command system according to claim 7, wherein the perception layer data acquired by the data acquisition system at least comprises: original real-time monitoring data and original video monitoring data; wherein, the original real-time monitoring data at least comprises: air quality data and water quality data.
9. The ecological environment big data supervision and command system according to claim 8, characterized in that the data acquisition system at least comprises: the system comprises air quality monitoring equipment, water environment monitoring equipment and video monitoring equipment;
wherein, air quality monitoring equipment: for obtaining air quality data, wherein the air quality data comprises: the method comprises the following steps of (1) national control monitoring point data, oil gas recovery data, heavy pollution source data and land flying dust data;
water environment monitoring equipment: the water quality monitoring system is used for monitoring water quality to obtain water quality data;
the video monitoring device comprises at least: the hard disk video recorder and the video camera are used for acquiring original video monitoring data.
10. A big data supervision and command method for ecological environment is characterized by comprising the following steps:
the data acquisition system monitors to obtain data of the sensing layer and uploads the data of the sensing layer to the supervision and command platform;
the supervision command platform receives the data of the perception layer, processes the data of the perception layer to obtain effective data and stores the effective data; wherein the valid data at least comprises: real-time monitoring data, video monitoring data, department data, patrol scheduling data, statistical data and geographic data;
the client sends an application instruction to the supervision and command platform through a preset application platform, wherein the application instruction comprises the following steps: the method comprises the steps of an event closed-loop service instruction, a service management instruction, a mobile application instruction, a statistical analysis instruction and a visualization instruction;
the supervision command platform receives the application instruction, calls the effective data according to the application instruction, obtains display data, and sends the display data to the application platform for display.
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