Water environment monitoring and treatment method and device, electronic equipment and storage medium

Abstract

The invention discloses a water environment monitoring and treatment method and device, electronic equipment and a storage medium. The method comprises the following steps: receiving and processing water environment monitoring data uploaded by each monitoring path in real time, and determining the water quality condition of the water environment according to the monitoring data; wherein the monitoring way comprises satellite remote sensing, unmanned aerial vehicle patrol and a water quality monitoring station; if the target monitoring data obtained by the target monitoring path reflects that the water environment is polluted, synchronously calling other monitoring data of other monitoring paths to determine the pollution cause of the water environment; and determining treatment measures according to the pollution causes, and dispatching and commanding personnel, vehicles and equipment according to the treatment measures so as to treat the pollution of the water environment. According to the technical scheme of the embodiment of the invention, a water environment monitoring and treatment system with automatic monitoring, automatic analysis and automatic disposal is formed, the labor cost is reduced, the comprehensiveness and accuracy of a monitoring result are improved, and the timeliness of water environment pollution treatment is improved.

Description

Technical Field

[0001] The present application relates to the field of environmental protection technology, and in particular to a method, device, electronic equipment and storage medium for monitoring and controlling a water environment. Background Art

[0002] Currently, water environment inspection and early warning are mainly carried out through manually operated drone inspections. Specifically, manually operated drones are used to take fixed-point photos of illegal discharge of pollutants, illegal fishing, illegal sand mining and other illegal activities. The high-definition cameras and sensors carried by the drones can capture pollution such as floating objects on the water surface in real time, and through AI image analysis and recognition technology, they can accurately identify targets such as ships, sewage outlets, and floating objects to achieve comprehensive monitoring of the water environment. However, this method requires a high manpower cost, the means of discovering problems are too single, and there is a lack of means to deal with the problems discovered. Summary of the invention

[0003] The present application provides a water environment monitoring and management method, device, electronic equipment and storage medium, forming a water environment monitoring and management system with automatic monitoring, automatic analysis and automatic disposal, which reduces labor costs, improves the comprehensiveness and accuracy of monitoring results, and improves the timeliness of water environment pollution control.

[0004] According to one aspect of the present application, a water environment monitoring and management method is provided, the method comprising:

[0005] Receive and process the monitoring data of the water environment uploaded by various monitoring channels in real time, and determine the water quality of the water environment based on the monitoring data; wherein the monitoring channels include satellite remote sensing, drone inspections, and water quality monitoring stations;

[0006] If the target monitoring data obtained by the target monitoring channel shows that the water environment is polluted, other monitoring data from other monitoring channels are simultaneously called to determine the cause of the water environment pollution;

[0007] Determine treatment measures based on the causes of the pollution, and dispatch and direct personnel, vehicles and equipment based on the treatment measures to control the pollution of the water environment.

[0008] According to another aspect of the present application, a water environment monitoring and management device is provided, the device comprising:

[0009] A water quality determination module is used to receive and process the monitoring data of the water environment uploaded by various monitoring channels in real time, and determine the water quality of the water environment based on the monitoring data; wherein the monitoring channels include satellite remote sensing, drone inspections, and water quality monitoring stations;

[0010] The pollution cause determination module is used to synchronously call other monitoring data from other monitoring channels to determine the pollution cause of the water environment if the target monitoring data obtained by the target monitoring channel reflects that the water environment is polluted;

[0011] The environmental pollution control module is used to determine the treatment measures according to the pollution causes, and dispatch and direct personnel, vehicles and equipment according to the treatment measures to control the pollution of the water environment.

[0012] According to another aspect of the present application, an electronic device is provided, the electronic device comprising:

[0013] at least one processor; and

[0014] a memory communicatively connected to the at least one processor; wherein,

[0015] The memory stores a computer program that can be executed by the at least one processor, and the computer program is executed by the at least one processor so that the at least one processor can execute the water environment monitoring and management method described in any embodiment of the present invention.

[0016] According to another aspect of the present application, a computer-readable storage medium is provided, wherein the computer-readable storage medium stores computer instructions, and the computer instructions are used to enable a processor to implement the water environment monitoring and management method described in any embodiment of the present invention when executed.

[0017] The technical solution of the embodiment of the present application receives and processes the monitoring data of the water environment uploaded by each monitoring channel in real time, and determines the water quality of the water environment based on the monitoring data; wherein the monitoring channels include satellite remote sensing, drone inspections, and water quality monitoring stations; if the target monitoring data obtained by the target monitoring channel reflects that the water environment is polluted, other monitoring data of other monitoring channels are synchronously called to determine the cause of pollution of the water environment; disposal measures are determined according to the cause of pollution, and personnel, vehicles, and equipment are dispatched and directed according to the disposal measures to control the pollution of the water environment. The technical solution of the embodiment of the present application integrates the monitoring data of each monitoring channel to form an all-round and three-dimensional water environment monitoring network, and determines disposal measures by linking the cause of pollution determined by the target monitoring data and other monitoring data, and controls the pollution of the water environment, forming a water environment monitoring and management system with automatic monitoring, automatic analysis, and automatic disposal, which reduces labor costs, improves the comprehensiveness and accuracy of monitoring results, and improves the timeliness of water environment pollution control.

[0018] It should be understood that the contents described in this section are not intended to identify the key or important features of the embodiments of the present invention, nor are they intended to limit the scope of the present invention. Other features of the present invention will become easily understood through the following description. BRIEF DESCRIPTION OF THE DRAWINGS

[0019] In order to more clearly illustrate the technical solutions in the embodiments of the present invention, the following briefly introduces the drawings required for use in the description of the embodiments. Obviously, the drawings described below are only some embodiments of the present invention. For ordinary technicians in this field, other drawings can be obtained based on these drawings without creative work.

[0020] Figure 1 This is a flow chart of a water environment monitoring and management method provided according to Example 1 of the present application;

[0021] Figure 2 This is a flow chart of a water environment monitoring and management method provided according to Example 2 of the present application;

[0022] Figure 3 This is a schematic diagram of a process for monitoring and managing water environment provided according to Example 2 of the present application;

[0023] Figure 4 It is a structural schematic diagram of a water environment monitoring and management device provided according to the third embodiment of the present application;

[0024] Figure 5 It is a structural schematic diagram of an electronic device for implementing the water environment monitoring and management method of an embodiment of the present application. DETAILED DESCRIPTION

[0025] In order to enable those skilled in the art to better understand the scheme of the present invention, the technical scheme in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work should fall within the scope of protection of the present invention.

[0026] It should be noted that the terms "first", "second", etc. in the specification and claims of the present invention and the above-mentioned drawings are used to distinguish similar objects, and are not necessarily used to describe a specific order or sequence. It should be understood that the data used in this way can be interchanged where appropriate, so that the embodiments of the present invention described herein can be implemented in an order other than those illustrated or described herein. In addition, the terms "including" and "having" and any variations thereof are intended to cover non-exclusive inclusions, for example, a process, method, system, product or device that includes a series of steps or units is not necessarily limited to those steps or units that are clearly listed, but may include other steps or units that are not clearly listed or inherent to these processes, methods, products or devices.

[0027] Embodiment 1

[0028] Figure 1 A flow chart of a water environment monitoring and management method is provided for the first embodiment of the present application. This embodiment is applicable to the case of automatic monitoring and management of water environment. The water environment monitoring and management method can be executed by a water environment monitoring and management device. The water environment monitoring and management device can be implemented in the form of hardware and / or software. The water environment monitoring and management device can be configured in an electronic device. Figure 1 As shown, the method includes:

[0029] S110, receiving and processing the monitoring data of the water environment uploaded by various monitoring channels in real time, and determining the water quality of the water environment based on the monitoring data; wherein the monitoring channels include satellite remote sensing, drone inspections, and water quality monitoring stations.

[0030] Among them, satellite remote sensing captures surface information such as water color and turbidity through satellites in the sky, reflecting water quality. It has a wide coverage area and can quickly capture large-scale changes in the water environment. Drone inspections can monitor the water environment of specific areas at close range and with high precision, especially in areas that are difficult to reach or sparsely populated. Drones can also carry various sensors, such as spectrometers and water quality detectors, to directly measure water quality parameters. Water quality monitoring stations are usually located in key waters and can provide continuous and real-time water quality monitoring data. Water quality monitoring stations are usually equipped with high-precision sensors that can accurately measure a variety of water quality parameters, such as dissolved oxygen, pH value, heavy metal content, etc.

[0031] In the embodiment of the present application, in order to achieve the integration of sky and ground, the monitoring channels such as satellite remote sensing (sky), drone inspection (air) and water quality monitoring station (ground) can be integrated through the AI ​​perception linkage system to form an all-round and three-dimensional water environment monitoring network, and the monitoring data of the water environment uploaded by each monitoring channel can be received and processed in real time through the AI ​​perception linkage system to determine the water quality of the water environment. Compared with the water environment inspection by manually operated drones, the water environment monitoring network in this application can receive and process monitoring data from different levels in real time, realize the efficient integration and sharing of monitoring data, and obtain more comprehensive and accurate water environment monitoring results.

[0032] S120. If the target monitoring data obtained by the target monitoring channel reflects that the water environment is polluted, other monitoring data from other monitoring channels are simultaneously called to determine the cause of the water environment pollution.

[0033] The target monitoring path may be any one of all monitoring paths, and other monitoring paths are monitoring paths other than the target monitoring path. For example, in an embodiment of the present application, the monitoring paths include satellite remote sensing, drone inspections, and water quality monitoring stations. When the target monitoring path is satellite remote sensing, other monitoring paths are drone inspections and water quality monitoring stations.

[0034] In the embodiment of the present application, if the target monitoring data obtained by the target monitoring pathway reflects that the water environment is polluted, such as identifying that the dissolved oxygen content in the water environment is reduced or the heavy metal content exceeds the standard based on the monitoring data of the water quality monitoring station, it is preliminarily determined that the water environment is polluted, and the AI ​​perception linkage system enters the early warning state. The AI ​​perception linkage system can synchronously call other monitoring data from other monitoring pathways, such as the color and turbidity changes of the water body in the remote sensing image obtained by satellite remote sensing, and suspected pollution sources found in drone inspections, to determine the cause of the pollution of the water environment. By analyzing the causes of the pollution of the water environment through the linkage of target monitoring data and other monitoring data, the pollution type of the water environment can be accurately identified, and then corresponding disposal measures can be arranged to improve the timeliness of water environment pollution control.

[0035] S130. Determine treatment measures based on the cause of pollution, and dispatch and direct personnel, vehicles and equipment based on the treatment measures to control water pollution.

[0036] In the embodiment of the present application, after determining the cause of pollution of the water environment, the corresponding disposal measures can be determined according to the cause of pollution, and personnel, vehicles and equipment can be dispatched and directed according to the disposal measures. Specifically, the AI ​​perception linkage system can automatically arrange the governance tasks according to the disposal measures to treat the pollution of the water environment. Optionally, after the pollution of the water environment is treated, the recovery of the polluted area can be tracked and monitored through various monitoring channels, the effectiveness of the disposal measures can be evaluated, and at the same time, the pollution control effect of the water environment can be guaranteed.

[0037] Optionally, the method further includes: providing a standardized sensor interface and configuration options so that the user can expand the monitoring approach by connecting different types of sensors.

[0038] Among them, standardized sensor interfaces include physical interfaces (such as cables, connectors, etc.) and software interfaces (such as communication protocols, data formats, etc.). Configuration options are used to adjust the parameters of the AI ​​perception linkage system.

[0039] In the embodiment of the present application, the user can access different types of sensors in the AI ​​perception linkage system through the standardized sensor interface provided by the AI ​​perception linkage system to expand the monitoring path and further improve the comprehensiveness and accuracy of the monitoring results. At the same time, the user adjusts the parameters of the AI ​​perception linkage system through configuration options to meet the characteristics and requirements of different types of sensors.

[0040] The technical solution of the embodiment of the present application receives and processes the monitoring data of the water environment uploaded by each monitoring channel in real time, and determines the water quality of the water environment based on the monitoring data; wherein, the monitoring channels include satellite remote sensing, drone inspections, and water quality monitoring stations; if the target monitoring data obtained by the target monitoring channel reflects that the water environment is polluted, other monitoring data of other monitoring channels are synchronously called to determine the cause of the pollution of the water environment; disposal measures are determined according to the cause of the pollution, and personnel, vehicles, and equipment are dispatched and directed according to the disposal measures to control the pollution of the water environment. The technical solution of the embodiment of the present application integrates the monitoring data of each monitoring channel to form an all-round and three-dimensional water environment monitoring network, and determines disposal measures by linking the cause of pollution determined by the target monitoring data and other monitoring data, and controls the pollution of the water environment, forming a water environment monitoring and management system with automatic monitoring, automatic analysis, and automatic disposal, which reduces labor costs, improves the comprehensiveness and accuracy of monitoring results, and improves the timeliness of water environment pollution control.

[0041] Embodiment 2

[0042] Figure 2This is a flow chart of a water environment monitoring and management method provided in Example 2 of this application. This application example is optimized based on the above example. For solutions not described in detail in this application example, see the above example. Figure 2 As shown, the method includes:

[0043] S210, receiving monitoring data from different monitoring channels in real time, and performing data cleaning and format conversion on the monitoring data from different monitoring channels.

[0044] In an embodiment of the present application, the AI ​​perception linkage system can be used to receive in real time the monitoring data of the water environment uploaded by various monitoring channels, and the monitoring data of different monitoring channels can be cleaned and format converted to achieve efficient integration and sharing of monitoring data from different levels, so as to obtain more comprehensive and accurate water environment monitoring results.

[0045] S220, comparing the processed monitoring data with the preset evaluation criteria to determine the water quality of the water environment.

[0046] In the embodiment of the present application, after data cleaning and format conversion of the monitoring data of different monitoring paths, the processed monitoring data can be compared with the preset evaluation criteria to determine the water quality of the water environment. For example, certain indicator values ​​in the monitoring data can be compared with preset thresholds. When the indicator value is greater than the preset threshold, it can be determined that the water environment is polluted, and the AI ​​perception linkage system enters an early warning state.

[0047] S230: When it is determined that the water environment is polluted based on the target monitoring data of the target monitoring pathway, other monitoring data of other monitoring pathways are called.

[0048] In an embodiment of the present application, when it is determined that the water environment is polluted according to the target monitoring data of the target monitoring pathway, such as identifying a decrease in dissolved oxygen or excessive heavy metals in the water environment based on the monitoring data of the water quality monitoring station, it is preliminarily determined that the water environment is polluted, and the AI ​​perception linkage system enters a warning state. Other monitoring data from other monitoring pathways can be synchronously called through the AI ​​perception linkage system, such as water color and turbidity changes in remote sensing images obtained by satellite remote sensing, and suspected pollution sources discovered during drone inspections.

[0049] Optionally, before calling other monitoring data from other monitoring channels, the method further includes: performing at least one supplementary monitoring of the pollution occurring in the water environment through the other monitoring channels; and updating the other monitoring data according to the monitoring data obtained from the at least one supplementary monitoring.

[0050] In an embodiment of the present application, when it is determined that the water environment is polluted according to the target monitoring data of the target monitoring approach, at least one supplementary monitoring of the pollution in the water environment can be performed through other monitoring approaches, such as automatically triggering a drone on-site inspection supplementary monitoring when the water environment is polluted according to the monitoring data of satellite remote sensing, automatically triggering a drone on-site inspection supplementary monitoring when the water environment is polluted according to the monitoring data of the water quality monitoring station, and updating other monitoring data based on the monitoring data obtained from at least one supplementary monitoring. Through the above process, firstly, the problems found by the target monitoring approach can be reviewed through other monitoring approaches to avoid misjudgment, and secondly, the latest monitoring data of the polluted area can be obtained, which can improve the accuracy of the pollution cause analysis.

[0051] S240, determining the correlation between the target monitoring data and other monitoring data, and determining the pollution source of the water environment according to the abnormal data and the correlation in the target monitoring data, and obtaining the pollution cause of the water environment.

[0052] In an embodiment of the present application, after synchronously calling other monitoring data of other monitoring channels through the AI ​​perception linkage system, the target monitoring data and other monitoring data can be comprehensively analyzed to determine the correlation between the monitoring data, and through the abnormal data and correlation in the target monitoring data, all monitoring data associated with the abnormal data can be obtained, and the spatial distribution and time changes of water environment pollution can be determined based on the abnormal data and the monitoring data related thereto, and then the possible pollution channels and pollution sources can be inferred to obtain the causes of water environment pollution. By analyzing the causes of water environment pollution through linkage with target monitoring data and other monitoring data, the pollution type of the water environment can be accurately identified, and then corresponding disposal measures can be arranged to improve the timeliness of water environment pollution control.

[0053] S250. Determine corresponding treatment measures from a preset treatment measure library according to the cause of pollution.

[0054] In an embodiment of the present application, after determining the pollution cause of the water environment, the corresponding treatment measures can be determined from a pre-set treatment measure library according to the pollution cause. Among them, the pre-set treatment measure library includes treatment measures for all conceivable pollution types. Optionally, if the pre-set treatment measure library does not contain treatment measures corresponding to the target pollution cause, the staff can be notified to formulate corresponding target treatment measures for the target pollution cause, and the treatment measure library can be updated according to the target pollution cause and the target treatment measure.

[0055] S260. Determine a resource requirement table for disposal measures, and dispatch and direct personnel, vehicles, and equipment according to the resource requirement table to control water pollution; wherein the resource requirement table includes human resources and material resources required to implement the disposal measures.

[0056] In the embodiment of the present application, personnel, vehicles and equipment can be dispatched and directed according to the resource requirement table of the disposal measures and the actual situation, so as to achieve reasonable allocation of resources on the premise of meeting the human and material resources required to complete the disposal measures.

[0057] Optionally, personnel, vehicles and equipment are dispatched and directed according to the resource requirement table, including: determining the target personnel, target vehicles and target equipment involved in pollution control according to the resource requirement table and the actual resource distribution; generating a work order including the target vehicle, the target equipment, the task time, the task location and the operation process, and dispatching the work order to the target personnel.

[0058] In an embodiment of the present application, the target personnel, target vehicles, and target equipment involved in pollution control can be determined based on the resource demand table and the actual resource distribution situation, and a work order containing the target vehicle, target equipment, task time, task location, and operation process can be generated, and the work order can be automatically distributed to the target personnel so that the target personnel can control the water environment pollution at the task location according to the work order.

[0059] For example, Figure 3 A schematic diagram of a water environment monitoring and management process is shown, such as Figure 3 As shown in the figure, the AI ​​perception linkage system receives and processes monitoring data uploaded by satellite remote sensing, drone inspections, water quality monitoring stations and other monitoring channels. When the data from any of the monitoring channels is abnormal, the AI ​​perception linkage system enters the early warning state and links the data from the other two monitoring channels to determine the cause of pollution. After that, the disposal measures are determined based on the cause of pollution, and personnel, vehicles, equipment, etc. are dispatched and directed based on the disposal measures to control the pollution of the water environment.

[0060] The technical solution of the embodiment of the present application receives monitoring data from different monitoring channels in real time, cleans and converts the monitoring data from different monitoring channels; compares the processed monitoring data with preset evaluation standards to determine the water quality of the water environment; when it is determined that the water environment is polluted according to the target monitoring data of the target monitoring channel, calls other monitoring data from other monitoring channels; determines the correlation between the target monitoring data and other monitoring data, and determines the source of pollution of the water environment according to the abnormal data and the correlation in the target monitoring data, and obtains the cause of pollution of the water environment; determines the corresponding disposal measures from a preset disposal measures library according to the cause of pollution; determines the resource requirement table of the disposal measures, and dispatches and directs personnel, vehicles and equipment according to the resource requirement table to control the pollution of the water environment; wherein the resource requirement table includes the human resources and material resources required to execute the disposal measures. The technical solution of the embodiment of the present application forms an all-round and three-dimensional water environment monitoring network by integrating the monitoring data of various monitoring channels, and determines the treatment measures by linking the target monitoring data with the pollution causes determined by other monitoring data, so as to control the pollution of the water environment, thereby forming a water environment monitoring and treatment system with automatic monitoring, automatic analysis and automatic treatment, reducing labor costs, improving the comprehensiveness and accuracy of monitoring results, and improving the timeliness of water environment pollution control.

[0061] Embodiment 3

[0062] Figure 4 This is a schematic diagram of the structure of a water environment monitoring and management device provided in Example 3 of this application. Figure 4 As shown, the device comprises:

[0063] The water quality determination module 310 is used to receive and process the monitoring data of the water environment uploaded by various monitoring channels in real time, and determine the water quality of the water environment according to the monitoring data; wherein the monitoring channels include satellite remote sensing, drone inspections, and water quality monitoring stations;

[0064] The pollution cause determination module 320 is used to synchronously call other monitoring data from other monitoring pathways to determine the pollution cause of the water environment if the target monitoring data obtained by the target monitoring pathway indicates that the water environment is polluted;

[0065] The environmental pollution control module 330 is used to determine treatment measures according to the pollution causes, and dispatch and direct personnel, vehicles and equipment according to the treatment measures to control the pollution of the water environment.

[0066] Optionally, the water quality determination module 310 includes:

[0067] A monitoring data processing unit is used to receive monitoring data from different monitoring channels in real time, and to perform data cleaning and format conversion on the monitoring data from different monitoring channels;

[0068] The water quality determination unit is used to compare the processed monitoring data with the preset evaluation criteria to determine the water quality of the water environment.

[0069] Optionally, the pollution cause determination module 320 includes:

[0070] A monitoring data calling unit, used to call other monitoring data of other monitoring pathways when it is determined that the water environment is polluted according to the target monitoring data of the target monitoring pathway;

[0071] The pollution cause determination unit is used to determine the correlation between the target monitoring data and the other monitoring data, and determine the pollution source of the water environment according to the abnormal data in the target monitoring data and the correlation, so as to obtain the pollution cause of the water environment.

[0072] Optionally, the monitoring data calling unit further includes:

[0073] A supplementary monitoring subunit, used for performing at least one supplementary monitoring of the pollution occurring in the water environment through the other monitoring pathways;

[0074] The data updating subunit is used to update the other monitoring data according to the monitoring data obtained from the at least one supplementary monitoring.

[0075] Optionally, the environmental pollution control module 330 includes:

[0076] A treatment measure determination unit, used to determine a corresponding treatment measure from a preset treatment measure library according to the pollution cause;

[0077] The environmental pollution control unit is used to determine the resource requirement table of the treatment measures, and dispatch and direct personnel, vehicles and equipment according to the resource requirement table to control the pollution of the water environment; wherein the resource requirement table includes the human and material resources required to implement the treatment measures.

[0078] Optionally, the environmental pollution control unit includes:

[0079] A resource determination subunit, used to determine target personnel, target vehicles and target equipment participating in pollution control according to the resource demand table and the actual resource distribution;

[0080] The work order dispatching subunit is used to generate a work order including the target vehicle, the target equipment, the task time, the task location and the operation process, and dispatch the work order to the target personnel.

[0081] Optionally, the device further comprises:

[0082] The monitoring pathway expansion module is used to provide a standardized sensor interface and configuration options so that users can expand the monitoring pathway by connecting different types of sensors.

[0083] The water environment monitoring and management device provided in the embodiment of the present application can execute the water environment monitoring and management method provided in any embodiment of the present invention, and has the corresponding functional modules and beneficial effects of the execution method.

[0084] Embodiment 4

[0085] Figure 5 A schematic diagram of an electronic device 10 that can be used to implement an embodiment of the present application is shown. The electronic device is intended to represent various forms of digital computers, such as laptop computers, desktop computers, workstations, personal digital assistants, servers, blade servers, mainframe computers, and other suitable computers. The electronic device can also represent various forms of mobile devices, such as personal digital processing, cellular phones, smart phones, wearable devices (such as helmets, glasses, watches, etc.) and other similar computing devices. The components shown herein, their connections and relationships, and their functions are merely examples and are not intended to limit the implementation of the present invention described and / or required herein.

[0086] like Figure 5 As shown, the electronic device 10 includes at least one processor 11, and a memory connected to the at least one processor 11, such as a read-only memory (ROM) 12, a random access memory (RAM) 13, etc., wherein the memory stores a computer program that can be executed by at least one processor, and the processor 11 can perform various appropriate actions and processes according to the computer program stored in the read-only memory (ROM) 12 or the computer program loaded from the storage unit 18 to the random access memory (RAM) 13. In the RAM 13, various programs and data required for the operation of the electronic device 10 can also be stored. The processor 11, the ROM 12, and the RAM 13 are connected to each other through a bus 14. An input / output (I / O) interface 15 is also connected to the bus 14.

[0087] A number of components in the electronic device 10 are connected to the I / O interface 15, including: an input unit 16, such as a keyboard, a mouse, etc.; an output unit 17, such as various types of displays, speakers, etc.; a storage unit 18, such as a disk, an optical disk, etc.; and a communication unit 19, such as a network card, a modem, a wireless communication transceiver, etc. The communication unit 19 allows the electronic device 10 to exchange information / data with other devices through a computer network such as the Internet and / or various telecommunication networks.

[0088] The processor 11 may be a variety of general and / or special processing components with processing and computing capabilities. Some examples of the processor 11 include, but are not limited to, a central processing unit (CPU), a graphics processing unit (GPU), various dedicated artificial intelligence (AI) computing chips, various processors running machine learning model algorithms, digital signal processors (DSPs), and any appropriate processors, controllers, microcontrollers, etc. The processor 11 executes the various methods and processes described above, such as a water environment monitoring and governance method.

[0089] In some embodiments, the water environment monitoring and treatment method can be implemented as a computer program, which is tangibly contained in a computer-readable storage medium, such as a storage unit 18. In some embodiments, part or all of the computer program can be loaded and / or installed on the electronic device 10 via the ROM 12 and / or the communication unit 19. When the computer program is loaded into the RAM 13 and executed by the processor 11, one or more steps of the water environment monitoring and treatment method described above can be performed. Alternatively, in other embodiments, the processor 11 can be configured to perform the water environment monitoring and treatment method by any other appropriate means (for example, by means of firmware).

[0090] Various implementations of the systems and techniques described above herein can be implemented in digital electronic circuit systems, integrated circuit systems, field programmable gate arrays (FPGAs), application specific integrated circuits (ASICs), application specific standard products (ASSPs), systems on chips (SOCs), load programmable logic devices (CPLDs), computer hardware, firmware, software, and / or combinations thereof. These various implementations can include: being implemented in one or more computer programs that can be executed and / or interpreted on a programmable system including at least one programmable processor, which can be a special purpose or general purpose programmable processor that can receive data and instructions from a storage system, at least one input device, and at least one output device, and transmit data and instructions to the storage system, the at least one input device, and the at least one output device.

[0091] The computer programs for implementing the methods of the present application may be written in any combination of one or more programming languages. These computer programs may be provided to a processor of a general-purpose computer, a special-purpose computer, or other programmable data processing device, so that when the computer programs are executed by the processor, the functions / operations specified in the flow charts and / or block diagrams are implemented. The computer programs may be executed entirely on the machine, partially on the machine, partially on the machine and partially on a remote machine as a stand-alone software package, or entirely on a remote machine or server.

[0092] In the context of the present application, a computer readable storage medium may be a tangible medium that may contain or store a computer program for use by or in conjunction with an instruction execution system, device or equipment. A computer readable storage medium may include, but is not limited to, electronic, magnetic, optical, electromagnetic, infrared, or semiconductor systems, devices or equipment, or any suitable combination of the foregoing. Alternatively, a computer readable storage medium may be a machine readable signal medium. A more specific example of a machine readable storage medium may include an electrical connection based on one or more lines, a portable computer disk, a hard disk, a random access memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disk read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing.

[0093] To provide interaction with a user, the systems and techniques described herein may be implemented on an electronic device having: a display device (e.g., a CRT (cathode ray tube) or LCD (liquid crystal display) monitor) for displaying information to the user; and a keyboard and a pointing device (e.g., a mouse or trackball) through which the user can provide input to the electronic device. Other types of devices may also be used to provide interaction with the user; for example, the feedback provided to the user may be any form of sensory feedback (e.g., visual feedback, auditory feedback, or tactile feedback); and input from the user may be received in any form (including acoustic input, voice input, or tactile input).

[0094] The systems and techniques described herein may be implemented in a computing system that includes backend components (e.g., as a data server), or a computing system that includes middleware components (e.g., an application server), or a computing system that includes frontend components (e.g., a user computer with a graphical user interface or a web browser through which a user can interact with implementations of the systems and techniques described herein), or a computing system that includes any combination of such backend components, middleware components, or frontend components. The components of the system may be interconnected by any form or medium of digital data communication (e.g., a communication network). Examples of communication networks include: a local area network (LAN), a wide area network (WAN), a blockchain network, and the Internet.

[0095] A computing system may include a client and a server. The client and the server are generally remote from each other and usually interact through a communication network. The client and server relationship is generated by computer programs running on the corresponding computers and having a client-server relationship with each other. The server may be a cloud server, also known as a cloud computing server or cloud host, which is a host product in the cloud computing service system to solve the defects of difficult management and weak business scalability in traditional physical hosts and VPS services.

[0096] It should be understood that the various forms of processes shown above can be used to reorder, add or delete steps. For example, the steps recorded in this application can be executed in parallel, sequentially or in different orders, as long as the desired results of the technical solution of the present invention can be achieved, and this document is not limited here.

[0097] The above specific implementations do not constitute a limitation on the protection scope of this application. It should be understood by those skilled in the art that various modifications, combinations, sub-combinations and substitutions can be made according to design requirements and other factors. Any modification, equivalent substitution and improvement made within the spirit and principle of the present invention should be included in the protection scope of this application.

Claims

1. A water environment monitoring and management method, characterized in that: The method comprises: Receive and process the monitoring data of the water environment uploaded by various monitoring channels in real time, and determine the water quality of the water environment based on the monitoring data; wherein the monitoring channels include satellite remote sensing, drone inspections, and water quality monitoring stations; If the target monitoring data obtained by the target monitoring channel shows that the water environment is polluted, other monitoring data from other monitoring channels are simultaneously called to determine the cause of the water environment pollution; Determine treatment measures based on the causes of the pollution, and dispatch and direct personnel, vehicles and equipment based on the treatment measures to control the pollution of the water environment.

2. The method according to claim 1, characterized in that Receive and process the water environment monitoring data uploaded by various monitoring channels in real time, and determine the water quality of the water environment based on the monitoring data, including: Receive monitoring data from different monitoring channels in real time, and perform data cleaning and format conversion on monitoring data from different monitoring channels; The processed monitoring data are compared with the preset evaluation criteria to determine the water quality of the water environment.

3. The method according to claim 1, characterized in that If the target monitoring data obtained by the target monitoring channel shows that the water environment is polluted, other monitoring data from other monitoring channels are simultaneously called to determine the cause of the water environment pollution, including: When water environment pollution is determined based on the target monitoring data of the target monitoring pathway, other monitoring data from other monitoring pathways are called; Determine the correlation between the target monitoring data and the other monitoring data, and determine the pollution source of the water environment according to the abnormal data in the target monitoring data and the correlation, so as to obtain the pollution cause of the water environment.

4. The method according to claim 3, characterized in that Before calling other monitoring data from other monitoring channels, it also includes: Conduct at least one supplementary monitoring of the pollution in the water environment through the other monitoring channels mentioned above; The other monitoring data are updated according to the monitoring data obtained from the at least one supplementary monitoring.

5. The method according to claim 1, characterized in that Determine treatment measures based on the causes of pollution, and dispatch and direct personnel, vehicles and equipment based on the treatment measures to treat water pollution, including: Determine corresponding treatment measures from a preset treatment measures library according to the cause of the pollution; Determine a resource requirement table for the disposal measures, and dispatch and direct personnel, vehicles and equipment according to the resource requirement table to control the pollution of the water environment; wherein the resource requirement table includes the human and material resources required to implement the disposal measures.

6. The method according to claim 5, characterized in that Dispatch and direct personnel, vehicles, and equipment according to the resource requirement table, including: Determine the target personnel, target vehicles and target equipment involved in pollution control according to the resource demand table and the actual resource distribution; A work order including the target vehicle, the target equipment, the task time, the task location and the operation process is generated, and the work order is dispatched to the target person.

7. The method according to claim 1, characterized in that The method further comprises: Standardized sensor interfaces and configuration options are provided so that users can expand the monitoring approach by connecting different types of sensors.

8. A water environment monitoring and management device, characterized in that: The device comprises: A water quality determination module is used to receive and process the monitoring data of the water environment uploaded by various monitoring channels in real time, and determine the water quality of the water environment based on the monitoring data; wherein the monitoring channels include satellite remote sensing, drone inspections, and water quality monitoring stations; The pollution cause determination module is used to synchronously call other monitoring data from other monitoring channels to determine the pollution cause of the water environment if the target monitoring data obtained by the target monitoring channel reflects that the water environment is polluted; The environmental pollution control module is used to determine the treatment measures according to the pollution causes, and dispatch and direct personnel, vehicles and equipment according to the treatment measures to control the pollution of the water environment.

9. An electronic device, characterized in that: The electronic device comprises: at least one processor; and a memory communicatively connected to the at least one processor; wherein, The memory stores a computer program executable by the at least one processor, and the computer program is executed by the at least one processor so that the at least one processor can execute the water environment monitoring and management method described in any one of claims 1-7.

10. A computer-readable storage medium, characterized in that: The computer-readable storage medium stores computer instructions, and the computer instructions are used to enable a processor to implement the water environment monitoring and management method described in any one of claims 1 to 7 when executed.

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