A hydrogeological monitoring method and system
Through drones collecting video data in the hydrogeological monitoring area, judging trapped people and playing evacuation voice, the problem of how to quickly remind residents of evacuation during artificial flood discharge or natural overflow is solved, and efficient search and rescue and rescue path optimization is achieved.
Patent Information
- Application Number
- CN202510422012.1
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- Filing Date
- 2025-04-07
- Publication Date
- 2025-07-01
- Estimated Expiration
- 2045-04-07
AI Technical Summary
How to quickly and effectively remind residents to evacuate and ensure their personal and property safety during artificial flood discharge or natural overflow.
By demarcating the hydrogeological monitoring area, using drones to collect video data, determine whether there are trapped people, and play the evacuation voice through the shouting device. At the same time, activate the call tracking mechanism, select a safe area, generate emergency guidance information, and select pop-up windows to the ground through the projection equipment to obtain feedback information of the trapped people.
It has achieved rapid coverage of large areas, improved search and rescue efficiency, established contact with trapped people, calmed emotions and guided evacuation, coordinated rescue activities, accurately grasped the distribution of trapped people, optimized rescue plans, and improved early warning efficiency of hydrological geological monitoring.
Smart Images

Figure CN119964325B_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the technical field of hydrological monitoring, and in particular to a method and system for hydrogeological monitoring. Background Art
[0002] Hydrogeological monitoring mainly includes: groundwater monitoring, surface water monitoring, geological environment monitoring, disaster warning and risk monitoring, etc. Among them, risk monitoring is crucial for protecting the property safety of the people. Further, when artificial flood discharge or natural overflow occurs in some areas, it may pose a major threat to the personal and property safety of surrounding unaware residents.
[0003] Therefore, "how to use drones to remind residents to evacuate during artificial flood discharge or natural overflow" is the technical problem to be solved by the present invention. Summary of the Invention
[0004] The purpose of the present invention is to provide a method and system for hydrogeological monitoring to solve the problem of "how to use drones to remind residents to evacuate during artificial flood discharge or natural overflow" proposed in the above background art.
[0005] To achieve the above purpose, the present invention provides the following technical solutions:
[0006] A hydrogeological monitoring method, the method includes:
[0007] Define the monitoring area of hydrogeology, obtain the warning task, and send it to the drone. Use the video monitoring device pre-integrated in the drone to collect the video data of the monitoring area, judge whether there are trapped persons in the monitoring area. If so, record the real-time position of the trapped persons, establish a shouting and tracking mechanism, activate the shouting device pre-integrated in the drone, and play the evacuation voice.
[0008] Activate the shouting and tracking mechanism, select a safe area from the monitoring area, generate emergency guidance information, and integrate the emergency guidance information into the evacuation voice.
[0009] When the real-time position coincides with the safe area, pause the shouting and tracking mechanism, use the projection device pre-integrated in the drone to project a direction selection pop-up window onto the ground, trigger the pre-constructed guidance strategy, and obtain the feedback information of the trapped persons.
[0010] Judge whether there is a rescue guidance in the feedback information. If so, based on the rescue guidance, construct a search area, send the search area to the drone, and switch the warning task. If not, continue to execute the warning task.
[0011] Further, the steps of demarcating the monitoring area of hydrogeology, obtaining the early warning task, and sending it to the drone, and collecting the video data of the monitoring area by using the video monitoring device pre-integrated in the drone include:
[0012] Obtain the geographic information image of the monitoring area and draw the monitoring distribution map;
[0013] Select the deployment positions of the sensors and mark the deployment positions on the monitoring distribution map.
[0014] Further, the method further includes:
[0015] Use the sensors to collect the monitoring data at the deployment positions and create a fluctuation range corresponding to each deployment position;
[0016] When the monitoring data exceeds the fluctuation range, define the corresponding deployment position as a potential hazard point, integrate all the potential hazard points, and generate an early warning task.
[0017] Further, the steps of judging whether there are trapped persons in the monitoring area include:
[0018] Extract the behavior characteristics of the trapped persons from the video data and compare the behavior characteristics with the feature comparison table, where the feature comparison table consists of abnormal feature items and emergency plan items;
[0019] Judge whether the trapped persons have abnormal characteristics. If so, activate the corresponding emergency plan.
[0020] Further, the steps of selecting a safe area from the monitoring area and generating emergency guidance information include:
[0021] Generate a direction guide via the real-time position and the safe area and send the direction guide to the projection device;
[0022] Define the real-time position as the flight end point of the drone. When the flight end point, the real-time position, and the safe area coincide, activate the projection device.
[0023] Further, the guidance strategy is: in the direction selection pop-up window, identify several options, mark the projection positions of each option, and when the real-time position coincides with the projection position, generate a target option and fill it into a preset template to generate feedback information.
[0024] Further, the steps of judging whether there is a rescue guide in the feedback information. If so, constructing a search area based on the rescue guide include:
[0025] Determine the search boundary and configure the influencing factors of the search boundary, where the influencing factors at least include: terrain, UAV endurance, and weather;
[0026] Integrate the search boundary to generate a search area.
[0027] Furthermore, the system includes:
[0028] A playback module, which is used to delimit the monitoring area of hydrogeology, obtain an early warning task, and send it to the UAV. Using the video monitoring device pre-integrated in the UAV, collect the video data of the monitoring area, judge whether there are trapped persons in the monitoring area. If so, record the real-time position of the trapped persons, establish a shouting tracking mechanism, activate the shouting device pre-integrated in the UAV, and play the evacuation voice;
[0029] An integration module, which is used to activate the shouting tracking mechanism, select a safe area from the monitoring area, generate emergency guidance information, and integrate the emergency guidance information into the evacuation voice;
[0030] A feedback module, which is used to pause the shouting tracking mechanism when the real-time position coincides with the safe area, project a direction selection pop-up window onto the ground using the projection device pre-integrated in the UAV, trigger the pre-constructed guidance strategy, and obtain the feedback information of the trapped persons;
[0031] An execution module, which is used to judge whether there is a rescue guidance in the feedback information. If so, based on the rescue guidance, construct a search area, send the search area to the UAV, and switch the early warning task. If not, continue to execute the early warning task.
[0032] Furthermore, the playback module includes:
[0033] A drawing unit, which is used to obtain the geographical information image of the monitoring area and draw a monitoring distribution map;
[0034] A marking unit, which is used to select the deployment positions of the sensors and mark the deployment positions on the monitoring distribution map;
[0035] A comparison unit, which is used to extract the behavior characteristics of the trapped persons from the video data and compare the behavior characteristics with a feature comparison table, where the feature comparison table consists of abnormal feature items and emergency plan items;
[0036] A judgment unit, which is used to judge whether the trapped persons have abnormal characteristics. If so, activate the corresponding emergency plan.
[0037] Furthermore, the integration module includes:
[0038] A sending unit, configured to generate a direction guidance via the real-time position and the safe area, and send the direction guidance to a projection device;
[0039] An activation unit, configured to define the real-time position as the flight end point of the drone, and activate the projection device after the flight end point, the real-time position, and the safe area coincide.
[0040] Compared with the prior art, the beneficial effects of the present invention are as follows:
[0041] By using the drone to perform a warning task, a large area can be quickly covered, and the search and rescue efficiency can be improved. By using the drone to shout at the trapped people, the connection with the trapped people can be quickly established, their emotions can be soothed, and the trapped people can be guided to evacuate. By determining the feedback information, the rescue activities can be coordinated, blind search and rescue can be avoided, the distribution of the trapped people can be accurately grasped, the rescue plan can be optimized, and by generating a rescue guidance, the ineffective search can be reduced, the rescue path can be optimized, and the warning efficiency of hydrogeological monitoring can be greatly improved. Description of the Drawings
[0042] Figure 1 It is a flowchart of the hydrogeological monitoring method provided by an embodiment of the present invention;
[0043] Figure 2 It is a first sub-flowchart of the hydrogeological monitoring method provided by an embodiment of the present invention;
[0044] Figure 3 It is a second sub-flowchart of the hydrogeological monitoring method provided by an embodiment of the present invention;
[0045] Figure 4 It is a third sub-flowchart of the hydrogeological monitoring method provided by an embodiment of the present invention;
[0046] Figure 5 It is a block diagram of the composition of the hydrogeological monitoring system provided by an embodiment of the present invention;
[0047] Figure 6 It is a block diagram of the composition of the playback module in the hydrogeological monitoring system provided by an embodiment of the present invention;
[0048] Figure 7 It is a block diagram of the composition of the integration module in the hydrogeological monitoring system provided by an embodiment of the present invention;
[0049] Figure 8 It is a block diagram of the composition of the execution module in the hydrogeological monitoring system provided by an embodiment of the present invention. Detailed Embodiments
[0050] In order to make the objectives, technical solutions and advantages of the present invention more clear and understandable, the present invention will be further described in detail below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are only used to explain the present invention and are not used to limit the present invention.
[0051] In Embodiment 1, Figure 1 The implementation process of the hydrogeological monitoring method provided by the embodiment of the present invention is shown, and the details are as follows:
[0052] S100: Define the monitoring area of hydrogeology, obtain the warning task, and send it to the drone. Use the video monitoring device pre-integrated in the drone to collect the video data of the monitoring area, and judge whether there are trapped persons in the monitoring area. If so, record the real-time position of the trapped persons, establish a shouting tracking mechanism, and activate the shouting device pre-integrated in the drone to play the evacuation voice.
[0053] Define the area that needs to be inspected for hydrogeology, that is, the monitoring area. The monitoring area can be a certain river course and dam, etc. Use geographical information data and remote sensing data, and combine factors such as the topography and landform, groundwater distribution and precipitation of the monitoring area to determine the potential risk area and key monitoring points, and integrate and generate a warning task. The warning task is to use the drone to inspect the monitoring area; the warning task includes the flight route of the drone. Send the warning task to the drone. After the drone receives the task instruction, it starts the flight program and enters the monitoring area according to the preset flight route. During the flight, the drone uses the pre-integrated video monitoring device to take real-time pictures of the monitoring area and collect high-definition video data.
[0054] Use the image recognition algorithm pre-embedded in the drone to analyze and process the video data to judge whether there are trapped persons in the monitoring area. The trapped persons refer to the persons moving in the monitoring area; if the drone detects trapped persons, record the real-time position (latitude and longitude coordinates) of the trapped persons; at the same time, activate the shouting device pre-integrated in the drone to play the pre-recorded evacuation voice in a loop; the evacuation voice can be: "You have entered a dangerous area, please transfer to a safe area as soon as possible." In addition, the drone adjusts the flight path according to the moving track of the trapped persons to ensure that the shouting device always covers the trapped persons; the shouting tracking mechanism is: the drone adjusts the flight path and shouts at the trapped persons.
[0055] S200: Activate the shouting tracking mechanism, select a safe area from the monitoring area, generate emergency guidance information, and integrate the emergency guidance information into the evacuation voice.
[0056] Pre-divide a safe area within or near the monitoring area. The terrain of the safe area should be high, with a stable slope, and far from potential landslide or collapse areas. The drone uses the built-in path planning algorithm to provide the optimal evacuation route for the trapped person and generates emergency guidance information accordingly. The emergency guidance information should include the orientation of the safe area, the indication of the evacuation path, and possible obstacles along the way. For example, an emergency guidance information is: "There is a safe area 50 meters ahead of you. Please move forward along the left path and pay attention to avoiding the waterlogged area on the right." Use the drone's loudspeaker device to play the evacuation voice and emergency guidance information.
[0057] S300: After the real-time position coincides with the safe area, pause the shouting and tracking mechanism, use the projection device pre-integrated in the drone to project a direction selection pop-up window onto the ground, and trigger the pre-constructed guidance strategy to obtain the feedback information of the trapped person.
[0058] After the trapped person enters the safe area, pause the follow-up shouting for the trapped person, lower the flight altitude of the drone, and activate the projection device pre-integrated in the drone. Using high-brightness projection or strong-light projection technology, project the direction selection pop-up window directly onto a flat area on the ground or a conspicuous surface object to ensure that the trapped person can clearly see it. The direction selection pop-up window interface indicates different evacuation directions through simple and clear icons and text. While projecting the direction selection pop-up window, activate the emergency guidance strategy in the drone. The emergency guidance strategy is: while pushing the selection pop-up window, play a voice asking the trapped person "Are there any other trapped people nearby? Please point out the direction."
[0059] When the trapped person makes feedback information through waving, body movement or other recognizable actions, the projection device and the video monitoring device work together to capture the feedback signal in real time, analyze the meaning of the action, judge whether there are other trapped people, and determine the corresponding direction.
[0060] S400: Judge whether there is a rescue guidance in the feedback information. If so, based on the rescue guidance, construct a search area and send the search area to the drone to switch the early warning task. If not, continue to execute the early warning task.
[0061] If the feedback information contains the general direction of other trapped people, then generate a rescue guidance based on this general direction. The rescue guidance can be: "There may be trapped people in the southwest direction." With the rescue guidance as the center, preset the side length of the distance to construct a search area, and use the drone to patrol the search area to judge whether there are trapped people. If the feedback information does not contain the general direction of other trapped people, that is, there are no other trapped people nearby or the trapped people are not aware of other situations, then continue to execute the early warning task.
[0062] In Embodiment 2, Figure 2 The implementation process of the hydrogeological monitoring method provided by the embodiment of the present invention is shown. The steps of demarcating the monitoring area of hydrogeology, obtaining an early warning task, and sending it to the unmanned aerial vehicle, and using the video monitoring device pre-integrated in the unmanned aerial vehicle to collect video data of the monitoring area are described in detail as follows:
[0063] S101: Obtain the geographical information image of the monitoring area and draw a monitoring distribution map.
[0064] Obtain the geographical information image of the monitoring area, where the geographical information image includes geographical information data and remote sensing data, and draw a monitoring distribution map. The monitoring distribution map is mainly used to display the geographical information and monitoring data of the monitoring area.
[0065] S102: Select the deployment positions of the sensors and mark the deployment positions on the monitoring distribution map.
[0066] Deploy sensors in the monitoring area, where the sensors are: water level sensors, temperature and humidity sensors, air pressure sensors, infrared detection devices, etc., and mark the deployment positions of the sensors on the monitoring distribution map.
[0067] In Embodiment 3, Figure 3 The implementation process of the hydrogeological monitoring method provided by the embodiment of the present invention is shown. The steps of judging whether there are trapped persons in the monitoring area are described in detail as follows:
[0068] S103: Extract the behavior characteristics of the trapped persons from the video data and compare the behavior characteristics with a feature comparison table, where the feature comparison table consists of abnormal feature items and emergency plan items.
[0069] Through image processing and video analysis techniques, such as action recognition, face recognition, and target tracking, etc., identify the people in the video data and extract key behavior characteristics. These behavior characteristics include the movement patterns, posture changes, and body language of the trapped persons; use the behavior characteristics to query the feature comparison table and judge whether there are the same items in the feature comparison table. If so, it means that the trapped persons have abnormal characteristics, where the abnormal characteristics include rapid movement, long-term stillness, falling, and frequent calls for help, etc.
[0070] S104: Judge whether the trapped persons have abnormal characteristics. If so, activate the corresponding emergency plan.
[0071] If the trapped persons have abnormal characteristics, activate the corresponding emergency plan. The emergency plan can be: sending a distress signal, starting an emergency evacuation procedure, and notifying the rescue team, etc.
[0072] In Embodiment 4,Figure 3 The implementation process of the hydrogeological monitoring method provided by the embodiment of the present invention is shown. The following details the step of selecting a safe area from the monitoring area and generating emergency guidance information, as follows:
[0073] S201: Generate a direction guide via the real-time position and the safe area, and send the direction guide to the projection device.
[0074] Calculate the best path from the current position of the trapped person to the safe area, and dynamically adjust the path according to the real-time situation, such as avoiding obstacles, selecting the shortest or safest route, etc.; generate a direction guide, and use the projection device to project the direction guide onto the ground.
[0075] S202: Define the real-time position as the flight end point of the drone. When the flight end point, the real-time position, and the safe area coincide, activate the projection device.
[0076] It should be noted that when the trapped person reaches the flat area in the safe area and the position of the drone coincides with that of the trapped person, start the projection device for projection.
[0077] In Embodiment 5, Figure 4 The implementation process of the hydrogeological monitoring method provided by the embodiment of the present invention is shown. The following details the step of determining whether there is a rescue guide in the feedback information. If so, construct a search area based on the rescue guide, as follows:
[0078] S401: Determine the search boundary and configure the influencing factors of the search boundary, where the influencing factors at least include: terrain, drone endurance, and weather.
[0079] According to the terrain of the monitoring area, the cruising ability of the drone, and the local weather, etc., delimit the search boundary of the drone.
[0080] S402: Integrate the search boundary to generate a search area.
[0081] Define the area enclosed by the search boundary as the search area, send the search area to the drone pilot, and let him fine-tune the search area.
[0082] In Embodiment 6, different from Embodiment 1, in the embodiment of the present invention, the guidance strategy is: in the direction selection pop-up window, identify several options, mark the projection positions of each option, and when the real-time position coincides with the projection position, generate a target option and fill it into a preset template to generate feedback information.
[0083] Set multiple options in the direction selection pop-up window. The options can be several direction arrows. After the trapped person reaches the flat area in the safe zone, find the projection position near the trapped person and control the drone to fly to the projection position. The drone uses a loudspeaker to direct the trapped person to make a choice, determines the choice result as the target option, and generates feedback information using the target option and a template, where the template is pre-established by professionals.
[0084] For example, after the trapped person reaches the safe zone, the drone projects multiple direction arrows near the trapped person and shouts through the loudspeaker: "Are there any other trapped people nearby? If so, please stand on the corresponding arrow." If it is determined through an image recognition algorithm that there are trapped people standing on the arrow corresponding to the northeast direction, then the northeast direction arrow is the target option, and through the corresponding digital option, the feedback information is determined to be: There are at least 3 trapped people in the northeast direction.
[0085] In the above process, a dialogue can also be established between the drone and the trapped person through methods such as digital selection and graphic selection to obtain more rescue intelligence.
[0086] In Embodiment 7, different from Embodiment 1, in the embodiment of the present invention, the method further includes:
[0087] Using the sensor, collect the monitoring data at the deployment position and create a fluctuation range corresponding to the deployment position one by one;
[0088] When the monitoring data exceeds the fluctuation range, define the corresponding deployment position as a potential hazard point, integrate all potential hazard points, and generate a warning task.
[0089] According to the position, time, environment, etc. of each sensor, configure a fluctuation range for each sensor. In other words, under normal circumstances, the monitoring data of the sensor will vary within the fluctuation range. For example, for a certain small river channel, according to historical water level data, its water level is generally between 0 and 30 centimeters, so the fluctuation range is 0 - 30 centimeters. If the monitoring data on a certain day exceeds the fluctuation range, then define the deployment position as a potential hazard point, insert the potential hazard point into the flight route in the warning task, and update the flight route, and use the drone to conduct inspections on the potential hazard points.
[0090] Figure 5 The block diagram of the composition structure of the hydrogeological monitoring system provided by the embodiment of the present invention is shown. The hydrogeological monitoring system 1 includes:
[0091] The playback module 11 is used to delimit the monitoring area of hydrogeology, obtain warning tasks, and send them to the drone. Using the video monitoring device pre-integrated in the drone, it collects video data of the monitoring area, determines whether there are trapped persons in the monitoring area. If so, it records the real-time position of the trapped persons, establishes a voice call tracking mechanism, activates the voice call device pre-integrated in the drone, and plays the evacuation voice;
[0092] The integration module 12 is used to activate the voice call tracking mechanism, select a safe area from the monitoring area, generate emergency guidance information, and integrate the emergency guidance information into the evacuation voice;
[0093] The feedback module 13 is used to pause the voice call tracking mechanism when the real-time position coincides with the safe area, project a direction selection pop-up window onto the ground using the projection device pre-integrated in the drone, trigger the pre-constructed guidance strategy, and obtain the feedback information of the trapped persons;
[0094] The execution module 14 is used to determine whether there is a rescue guidance in the feedback information. If so, based on the rescue guidance, it constructs a search area, sends the search area to the drone, and switches the warning task. If not, it continues to execute the warning task.
[0095] Figure 6 The block diagram showing the composition structure of the hydrogeological monitoring system provided by the embodiment of the present invention, the playback module 11 includes:
[0096] The drawing unit 111 is used to obtain the geographical information image of the monitoring area and draw the monitoring distribution map;
[0097] The marking unit 112 is used to select the deployment positions of the sensors and mark the deployment positions on the monitoring distribution map;
[0098] The comparison unit 113 is used to extract the behavior characteristics of the trapped persons from the video data, and compare the behavior characteristics with the feature comparison table, where the feature comparison table consists of abnormal feature items and emergency plan items;
[0099] The judgment unit 114 is used to judge whether the trapped persons have abnormal characteristics. If so, it activates the corresponding emergency plan.
[0100] Figure 7 The block diagram showing the composition structure of the hydrogeological monitoring system provided by the embodiment of the present invention, the integration module 12 includes:
[0101] The sending unit 121 is used to generate a direction guide via the real-time position and the safe area, and send the direction guide to the projection device;
[0102] An activation unit 122 is used to define the real-time position as the flight end point of the drone. After the flight end point, the real-time position, and the safety area coincide, the projection device is activated.
[0103] Figure 8 The composition structure block diagram of the hydrogeological monitoring system provided by the embodiment of the present invention is shown. The execution module 14 includes:
[0104] A configuration unit 141 is used to determine the search boundary and configure the influencing factors of the search boundary, where the influencing factors at least include: terrain, drone endurance, and weather;
[0105] A generation unit 142 is used to integrate the search boundary and generate a search area.
[0106] Among them, the playback module 11 is mainly used to complete step S100, the integration module 12 is mainly used to complete step S200, the feedback module 13 is mainly used to complete step S300, and the execution module 14 is mainly used to complete step S400;
[0107] A drawing unit 111 is mainly used to complete step S101, a marking unit 112 is mainly used to complete step S102, a comparison unit 113 is mainly used to complete step S103, and a judgment unit 114 is mainly used to complete step S104;
[0108] A sending unit 121 is mainly used to complete step S201, and an activation unit 122 is mainly used to complete step S202;
[0109] The configuration unit 141 is mainly used to complete step S401, and the generation unit 142 is mainly used to complete step S402.
[0110] The technical features of the above embodiments can be combined arbitrarily. For the sake of concise description, not all possible combinations of the technical features in the above embodiments are described. However, as long as these combinations of technical features do not conflict, they should all be considered as the scope recorded in this specification.
[0111] The above embodiments only express several implementation manners of the present invention, and their descriptions are relatively specific and detailed, but they should not be construed as limiting the scope of the present invention patent. It should be noted that for those of ordinary skill in the art, without departing from the concept of the present invention, several deformations and improvements can still be made, and these all belong to the protection scope of the present invention. Therefore, the protection scope of the present invention patent should be subject to the appended claims.
[0112] The above are only the preferred embodiments of the present invention and are not intended to limit the present invention. Any modifications, equivalent replacements, improvements, etc. made within the spirit and principle of the present invention shall be included within the protection scope of the present invention.
Claims
1. A hydrogeological monitoring method, characterized in that: The method comprises: Delineate the hydrogeological monitoring area, obtain the early warning task, and send it to the drone. Use the video monitoring equipment pre-integrated in the drone to collect video data of the monitoring area, determine whether there are trapped people in the monitoring area, and if so, record the real-time location of the trapped people, establish a shouting tracking mechanism, start the shouting device pre-integrated in the drone, and play the evacuation voice; Activate the shout tracking mechanism, select a safe area from the monitoring area, generate emergency guidance information, and integrate the emergency guidance information into the evacuation voice; When the real-time position coincides with the safe area, the shouting tracking mechanism is suspended, and a projection device pre-integrated in the drone is used to project a direction selection pop-up window to the ground, and a pre-built guidance strategy is triggered to obtain feedback information from the trapped person; Determine whether there is a rescue guide in the feedback information. If yes, build a search area based on the rescue guide, send the search area to the drone, and switch the early warning task. If no, continue to execute the early warning task.
2. The hydrogeological monitoring method according to claim 1, characterized in that: The steps of demarcating the hydrogeological monitoring area, obtaining the early warning task, and sending it to the drone, and using the video monitoring equipment pre-integrated in the drone to collect video data of the monitoring area include: Obtain geographic information images of the monitoring area and draw monitoring distribution maps; The deployment locations of the sensors are selected and marked on the monitoring distribution map.
3. The hydrogeological monitoring method according to claim 2, characterized in that: The method further comprises: Using the sensor, collecting monitoring data at the deployment location, and creating a fluctuation range corresponding to the deployment location; When the monitoring data exceeds the fluctuation range, the corresponding deployment location is defined as a potential hazard point, all potential hazard points are integrated, and an early warning task is generated.
4. The hydrogeological monitoring method according to claim 1, characterized in that: The step of determining whether there are trapped persons in the monitoring area comprises: Extracting behavioral features of trapped persons from the video data, and comparing the behavioral features with a feature comparison table, wherein the feature comparison table is composed of abnormal feature items and emergency plan items; Determine whether the trapped person has abnormal characteristics, and if so, initiate a corresponding emergency plan.
5. The hydrogeological monitoring method according to claim 1, characterized in that: The step of selecting a safe area from the monitoring area and generating emergency guidance information comprises: Generate direction guidance based on the real-time position and the safety zone, and send the direction guidance to a projection device; The real-time position is defined as the flight endpoint of the UAV, and when the flight endpoint, the real-time position and the safety area coincide, the projection device is activated.
6. The hydrogeological monitoring method according to claim 1, characterized in that: The guidance strategy is: in the direction selection pop-up window, several options are identified, and the projection position of each option is marked. When the real-time position coincides with the projection position, a target option is generated and filled into a preset template to generate feedback information.
7. The hydrogeological monitoring method according to claim 1, characterized in that: The step of determining whether there is a rescue guide in the feedback information, and if so, constructing a search area based on the rescue guide comprises: Determine a search boundary and configure influencing factors of the search boundary, wherein the influencing factors include at least: terrain, drone endurance and weather; The search boundaries are integrated to generate a search area.
8. A hydrogeological monitoring system, characterized in that: The system comprises: The playback module is used to delineate the hydrogeological monitoring area, obtain the early warning task, and send it to the drone. The video monitoring equipment pre-integrated in the drone is used to collect video data of the monitoring area, determine whether there are trapped persons in the monitoring area, and if so, record the real-time location of the trapped persons, establish a shouting tracking mechanism, start the shouting device pre-integrated in the drone, and play the evacuation voice; An integration module, used to activate the shouting tracking mechanism, select a safe area from the monitoring area, generate emergency guidance information, and integrate the emergency guidance information into the evacuation voice; A feedback module is used to suspend the shouting tracking mechanism when the real-time position coincides with the safe area, use the projection device pre-integrated in the drone to project a direction selection pop-up window to the ground, and trigger the pre-built guidance strategy to obtain feedback information from the trapped person; The execution module is used to determine whether there is a rescue guide in the feedback information. If yes, a search area is constructed based on the rescue guide, and the search area is sent to the drone to switch the early warning task. If no, the early warning task continues to be executed.
9. The hydrogeological monitoring system according to claim 8, characterized in that: The playback module comprises: A drawing unit, used to obtain geographic information images of the monitoring area and draw a monitoring distribution map; A marking unit, used to select a deployment location of the sensor and mark the deployment location on the monitoring distribution map; A comparison unit, used for extracting behavioral features of trapped persons from the video data, and comparing the behavioral features with a feature comparison table, wherein the feature comparison table consists of abnormal feature items and emergency plan items; The judgment unit is used to judge whether the trapped person has abnormal characteristics, and if so, initiate a corresponding emergency plan.
10. The hydrogeological monitoring system according to claim 8, characterized in that: The integrated module comprises: A sending unit, configured to generate a direction guide via the real-time position and the safety zone, and send the direction guide to a projection device; The activation unit is used to define the real-time position as the flight endpoint of the UAV, and activate the projection device when the flight endpoint, the real-time position and the safety area coincide with each other.
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