Real-time environment monitoring system and method based on shared vehicles

Abstract

The invention provides a real-time environment monitoring system and method based on a shared vehicle. The system comprises a temperature and humidity measurement module, an air measurement module, a positioning module and a control module which are integrated on the shared vehicle, and a server installed at a cloud end. The temperature and humidity measurement module is used for measuring environment temperature and humidity in real time in the moving process of the shared vehicle, the air measurement module is used for measuring air quality parameters in real time in the moving process of the shared vehicle, and the positioning module is used for collecting position information of the shared vehicle in real time in the moving process of the shared vehicle. The control module is used for sending the environment temperature and humidity, the air quality parameters and the position information to the server so that the server can conduct environment monitoring based on the environment temperature and humidity, the air quality parameters and the position information. According to the invention, data can be widely monitored, and more comprehensive and real-time environment monitoring can be realized.

Description

Technical Field

[0001] The present invention relates to the technical field of environmental monitoring, and in particular to a real-time environmental monitoring system and method based on a shared vehicle. Background Art

[0002] With the rapid development of the sharing economy, shared vehicles have become popular in many cities as a convenient means of transportation. The traditional sharing system of shared vehicles mainly focuses on functions such as positioning, unlocking and battery management. However, with the widespread deployment of shared vehicles and their real-time networking characteristics, shared vehicles can not only be used as a means of transportation in the city, but also have the potential to collect environmental data.

[0003] At present, existing environmental monitoring systems usually rely on fixed monitoring sites, which have limitations in spatial coverage. The setting of fixed monitoring stations is usually restricted by factors such as geographical location, cost and maintenance, resulting in the inability to obtain environmental data over a wide range in real time. In addition, fixed monitoring sites lack flexibility and are difficult to respond quickly to environmental changes, such as sudden incidents at pollution sources or weather changes. Therefore, existing technical solutions are insufficient in terms of mobility, real-time performance and data coverage, and there is an urgent need to seek new solutions to achieve more comprehensive and real-time environmental monitoring. Summary of the invention

[0004] The present invention provides a real-time environment monitoring system and method based on shared vehicles, which are used to solve the defects in the prior art.

[0005] The present invention provides a real-time environment monitoring system based on a shared vehicle, comprising: The temperature and humidity measurement module, air measurement module, positioning module and control module integrated in the shared vehicle are installed on the cloud server; The temperature and humidity measurement module is used to measure the ambient temperature and humidity in real time during the movement of the shared vehicle. The air measurement module is used to measure the air quality parameters in real time during the movement of the shared vehicle. The positioning module is used to collect the location information of the shared vehicle in real time during the movement of the shared vehicle. The control module is used to send the ambient temperature and humidity, the air quality parameters and the location information to the server, so that the server performs environmental monitoring based on the ambient temperature and humidity, the air quality parameters and the location information.

[0006] A real-time environment monitoring system based on a shared vehicle provided according to the present invention further includes: a communication module, which is used to send the environmental temperature and humidity, the air quality parameters and the location information to the server.

[0007] According to a real-time environmental monitoring system based on a shared vehicle provided by the present invention, the server is used to filter the ambient temperature and humidity, the air quality parameters and the noise data in the location information, and generate a real-time environmental monitoring report based on the filtered data.

[0008] According to a real-time environmental monitoring system based on a shared vehicle provided by the present invention, the server is also used to predict the ambient temperature and humidity at a future time based on the ambient temperature and humidity, and to predict the air quality parameters at a future time based on the air quality parameters.

[0009] According to a real-time environmental monitoring system based on a shared vehicle provided by the present invention, the server is also used to obtain other meteorological parameters except the ambient temperature and humidity when the air quality parameter is greater than a threshold, and perform meteorological analysis based on the other meteorological parameters and the air quality parameter.

[0010] According to a real-time environmental monitoring system based on a shared vehicle provided by the present invention, the server is also used to push the environmental temperature, humidity and air quality parameters corresponding to the real-time location to the client based on the real-time location of the shared vehicle.

[0011] A real-time environment monitoring system based on a shared vehicle provided according to the present invention further includes: an early warning module, wherein the early warning module is used to issue an early warning prompt when the air quality parameter is greater than a threshold value.

[0012] The present invention also provides a real-time environment monitoring method based on a shared vehicle, comprising: Real-time measurement of ambient temperature and humidity during the movement of shared vehicles; During the movement of the shared vehicle, measuring air quality parameters in real time; During the movement of the shared vehicle, real-time collection of location information of the shared vehicle; Environmental monitoring is performed based on the ambient temperature and humidity, the air quality parameters, and the location information.

[0013] The present invention also provides an electronic device, comprising a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein when the processor executes the program, a real-time environment monitoring method based on a shared vehicle as described above is implemented.

[0014] The present invention also provides a non-transitory computer-readable storage medium having a computer program stored thereon. When the computer program is executed by a processor, the real-time environment monitoring method based on a shared vehicle as described in any one of the above is implemented.

[0015] The present invention also provides a computer program product, including a computer program, which, when executed by a processor, implements any of the above-mentioned real-time environment monitoring methods based on shared vehicles.

[0016] The real-time environmental monitoring system and method based on shared vehicles provided by the present invention integrates a temperature and humidity measurement module and an air measurement module into the shared vehicle, so that the temperature and humidity measurement module and the air measurement module can measure the environmental temperature and humidity and air quality parameters in real time during the movement of the shared vehicle. Since the shared vehicle has a large movement range, it is possible to monitor data extensively and achieve more comprehensive and real-time environmental monitoring. In addition, the present invention combines the positioning module to obtain the location information of the shared vehicle, thereby ensuring that the environmental temperature and humidity accurately match the air quality parameters and the corresponding location information. Furthermore, the temperature and humidity measurement module and the air measurement module can be measured by sensors. The sensors are small in size and low in power consumption. They are easy to integrate into existing shared vehicles (such as being integrated into the ECU system of the shared vehicle), without the need for large-scale modification, and at low cost. BRIEF DESCRIPTION OF THE DRAWINGS

[0017] In order to more clearly illustrate the technical solutions in the present invention or the prior art, the following briefly introduces the drawings required for use in the embodiments or the description of the prior art. Obviously, the drawings described below are some embodiments of the present invention. For ordinary technicians in this field, other drawings can be obtained based on these drawings without paying creative work.

[0018] Figure 1 It is a structural schematic diagram of the real-time environment monitoring system based on shared vehicles provided by the present invention.

[0019] Figure 2 It is a flow chart of the real-time environment monitoring method based on shared vehicles provided by the present invention.

[0020] Figure 3 It is a structural schematic diagram of the electronic device provided by the present invention. DETAILED DESCRIPTION

[0021] In order to make the purpose, technical solution and advantages of the present invention clearer, the technical solution of the present invention will be clearly and completely described below in conjunction with the drawings of the present invention. Obviously, the described embodiments are 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 are within the scope of protection of the present invention.

[0022] At present, existing environmental monitoring systems usually rely on fixed monitoring sites, which have limitations in spatial coverage. The setting of fixed monitoring stations is usually restricted by factors such as geographical location, cost and maintenance, resulting in the inability to obtain environmental data over a wide range in real time. In addition, fixed monitoring sites lack flexibility and are difficult to respond quickly to environmental changes, such as sudden incidents at pollution sources or weather changes. Therefore, existing technical solutions are insufficient in terms of mobility, real-time performance and data coverage, and there is an urgent need to seek new solutions to achieve more comprehensive and real-time environmental monitoring.

[0023] By integrating the mobility and networking characteristics of shared electric motorcycles, the present invention is expected to develop a new type of environmental monitoring system to fill the gap in current monitoring methods. Temperature, humidity and air quality parameters (such as PM2.5) are important environmental parameters, and their monitoring data have important application value in weather forecasting, air quality monitoring, urban planning, crop planting, etc. Therefore, integrating the temperature and humidity measurement module and the air measurement module into the shared vehicle, and combining its GPS positioning function to realize large-scale real-time environmental data collection and transmission, will significantly improve the breadth and accuracy of environmental monitoring and provide more valuable data for related fields.

[0024] Figure 1 is a structural diagram of a real-time environment monitoring system based on a shared vehicle provided by the present invention, such as Figure 1 As shown, the system includes a temperature and humidity measurement module 110, an air measurement module 120, a positioning module 130 and a control module 140 integrated in a shared vehicle, and a server 150 installed in the cloud; The temperature and humidity measurement module 110 is used to measure the ambient temperature and humidity in real time during the movement of the shared vehicle. The air measurement module 120 is used to measure the air quality parameters in real time during the movement of the shared vehicle. The positioning module 130 is used to collect the location information of the shared vehicle in real time during the movement of the shared vehicle. The control module 140 is used to send the ambient temperature and humidity, air quality parameters and location information to the server 150, so that the server 150 performs environmental monitoring based on the ambient temperature and humidity, air quality parameters and location information.

[0025] Specifically, the environmental monitoring system refers to a system for collecting and analyzing environmental data, aiming to monitor factors such as environmental quality and climate change. The monitoring here is mainly carried out through sensor modules installed on shared vehicles. The shared vehicles can be shared electric vehicles or shared cars, which are not specifically limited in the embodiments of the present invention.

[0026] The temperature and humidity measurement module 110 is used to measure the ambient temperature and humidity in real time. The ambient temperature and humidity include the temperature and humidity of the environment. Temperature refers to the heat level of the air, and humidity refers to the water vapor content in the air. The air measurement module 120 is used to monitor air quality parameters in real time, such as PM2.5, PM10, CO2, NO x Etc. The positioning module 130 is used to obtain the location information of the shared vehicle in real time. The positioning module 130 usually obtains the location information of the shared vehicle through the global positioning system (GPS). The location information can be used to track the movement trajectory of the vehicle and the geographical distribution of environmental monitoring data. Among them, the temperature and humidity measurement module 110 and the air measurement module 120 can select temperature and humidity sensors and PM2.5 sensors with low power consumption and high precision for measurement, such as capacitive humidity sensors, semiconductor temperature sensors and PM2.5 sensors based on the principle of laser scattering.

[0027] The control module 140 is used to send the collected environmental data (temperature, humidity, air quality and location information) to a server 150 installed in the cloud. The server 150 installed in the cloud refers to a server 150 running in a cloud computing environment, and the server 150 is used to store and process the data sent from the control module 140. The server 150 in the cloud can perform data analysis, visualization and storage so that the user or management system can perform subsequent environmental monitoring and decision-making. Among them, the control module 140 can be set in an electronic control unit (ECU) in a shared vehicle.

[0028] The embodiment of the present invention not only measures the ambient temperature and humidity in real time through the temperature and humidity measurement module 110, and measures the air quality parameters in real time through the air measurement module 120, but also the temperature and humidity measurement module 110 and the air measurement module 120 are integrated in the shared vehicle, thereby achieving real-time monitoring of multiple locations over a wide range during the movement of the shared vehicle, making up for the shortcomings of traditional fixed monitoring sites, and in particular, being able to monitor more fine-grained local microenvironment changes. Through the fusion of such multi-source data, the environmental conditions of a specific area can be more accurately reflected.

[0029] In addition, traditional environmental monitoring systems usually rely on fixed monitoring sites, which are limited in number and unevenly distributed, especially in certain areas of the city (such as streets, communities, etc.), which often lack high-density data coverage. The embodiments of the present invention can achieve mobile data monitoring by sharing the wide distribution of vehicles across the country, especially in cities with heavy traffic. The embodiments of the present invention provide more detailed monitoring coverage. In different time periods of the monitored vehicle route, the density of acquired data is much higher than that of traditional fixed sites, especially in places with drastic climate changes or dense pollution sources. This dynamic mobile data more accurately reflects the fluctuations in the actual environment.

[0030] Furthermore, traditional environmental monitoring systems often have data updates at relatively long intervals, while the embodiments of the present invention can realize historical records and trend analysis of each shared vehicle data through real-time data upload and storage on the server 150. Optionally, the server 150 set in the cloud can generate detailed environmental trend analysis reports based on data changes in different time periods and different regions, facilitating long-term weather analysis and prediction.

[0031] The monitoring stations in the traditional environmental monitoring system usually collect data at a low frequency, while the embodiments of the present invention can collect data at a high frequency and in real time based on the shared vehicle. Through the intelligent analysis system of the server 150, the rapid changes of the environmental temperature, humidity and air quality parameters can be identified in real time.

[0032] Different from the existing monitoring mode, the embodiment of the present invention can use the widespread deployment of mobile sensors to capture local abnormal environmental changes in advance and use them as a supplementary data source for the weather forecast system. For example, a rapid rise in temperature or a sudden drop in humidity in a local area may indicate an impending extreme weather. Through a large number of mobile motorcycle monitoring networks, the timeliness and accuracy of weather forecasts can be improved.

[0033] It can be seen that the real-time environmental monitoring system based on a shared vehicle provided by an embodiment of the present invention integrates the temperature and humidity measurement module 110 and the air measurement module 120 into the shared vehicle, so that the temperature and humidity measurement module 110 and the air measurement module 120 can measure the ambient temperature and humidity and air quality parameters in real time during the movement of the shared vehicle. Since the shared vehicle has a large range of movement, it is possible to monitor data extensively and achieve more comprehensive and real-time environmental monitoring. In addition, in an embodiment of the present invention, the location information of the shared vehicle is obtained in combination with the positioning module 130, thereby ensuring that the ambient temperature and humidity accurately match the air quality parameters and the corresponding location information. Furthermore, the temperature and humidity measurement module 110 and the air measurement module 120 can be measured by sensors, which are small in size and low in power consumption, and are easy to integrate into existing shared vehicles (such as being integrated into the ECU system of the shared vehicle), without the need for large-scale modification, and at a low cost.

[0034] Based on the above embodiment, the environment monitoring system further includes: a communication module, which is used to send the environment temperature and humidity, air quality parameters and location information to the server 150.

[0035] Specifically, the communication module is responsible for transmitting the collected environmental data (such as ambient temperature and humidity, air quality parameters and location information) to the server 150 in real time, thereby ensuring that the data can be processed and analyzed in a timely manner to support environmental monitoring and management.

[0036] In addition, communication modules usually use wireless technology, which reduces the reliance on physical connections and improves the flexibility and scalability of the system. Common wireless communication methods include: Wi-Fi: Suitable for areas with larger coverage and can provide high-bandwidth data transmission.

[0037] Cellular networks (such as 4G / 5G): Suitable for wide-area coverage, especially in mobile scenarios, and can maintain good connectivity.

[0038] LoRa (Low Power Wide Area Network): Suitable for long-distance, low-power transmission, very suitable for environmental monitoring applications.

[0039] Bluetooth: Suitable for short-distance data transmission and may be used for local communication between devices.

[0040] Based on any of the above embodiments, the server 150 is used to filter the ambient temperature and humidity, air quality parameters, and noise data in the location information, and generate a real-time environmental monitoring report based on the filtered data.

[0041] Specifically, the server 150 receives environmental data from the control module 140, including ambient temperature and humidity, air quality parameters, and location information. In order to ensure the accuracy and reliability of the data, the server 150 filters the noise data. Optionally, when filtering the noise data, a data integrity check can be performed to ensure that the received data is complete and not missing. In addition, outlier detection can also be performed to identify and exclude abnormal data points that exceed the normal range to avoid affecting the overall analysis.

[0042] Next, the server 150 generates a real-time environmental monitoring report based on the filtered data. The real-time environmental monitoring report may include an overview of the current environmental status (such as air quality index, temperature and humidity levels), temperature and humidity and PM2.5 graphs for different areas, historical trend analysis, comparative analysis with historical data, possible risk warnings and suggestions.

[0043] In addition, the server 150 can also store the filtered data for subsequent analysis and query to support long-term environmental monitoring research.

[0044] Based on any of the above embodiments, the server 150 is further used to predict the ambient temperature and humidity at a future time based on the ambient temperature and humidity, and to predict the air quality parameters at a future time based on the air quality parameters.

[0045] Specifically, the server 150 can use historical temperature and humidity data, combined with time series analysis and machine learning models, to predict the ambient temperature and humidity at future times, such as using linear regression, ARIMA (autoregressive integrated moving average), neural network and other models for prediction.

[0046] Similar to the prediction of temperature and humidity, the server 150 can predict the future air quality based on historical air quality data and meteorological factors (such as wind speed and precipitation). Among them, models such as random forests and support vector machines can be used for prediction.

[0047] In addition, the server 150 may regularly update the prediction model and utilize the latest environmental data to improve the accuracy of the prediction, thereby making the prediction results more reliable.

[0048] Based on any of the above embodiments, the server 150 is further used to obtain other meteorological parameters except ambient temperature and humidity when the air quality parameter is greater than a threshold value, and perform meteorological analysis based on the other meteorological parameters and the air quality parameter.

[0049] Specifically, in the environmental monitoring system, the server 150 is not only responsible for predicting the ambient temperature and humidity, but also can obtain other meteorological parameters and conduct in-depth analysis when the air quality parameter exceeds the set threshold. The other meteorological parameters may include wind speed, wind direction, air pressure, precipitation, solar radiation, etc.

[0050] Among them, the server 150 can combine the remaining meteorological parameters and air quality parameters obtained to perform multi-dimensional meteorological analysis. For example, correlation analysis can be performed to explore the relationship between different meteorological factors and air quality parameters. A multivariate regression model or a machine learning model can be constructed to better understand the impact of meteorological conditions on air quality. Trend analysis can be performed to identify long-term trends and help predict future air quality changes.

[0051] Finally, the server 150 can present the analysis results in a visual form and generate a report for reference by relevant personnel. The report can include charts, heat maps, etc., which are easy to understand and make decisions.

[0052] In addition, the server 150 may also provide a variety of API interfaces that are open to the outside world. Third-party application developers may access the environmental monitoring system to obtain real-time environmental data.

[0053] Based on any of the above embodiments, the server 150 is also used to push the ambient temperature, humidity and air quality parameters corresponding to the real-time location to the client based on the real-time location of the shared vehicle.

[0054] Specifically, the server 150 obtains the real-time location of the shared vehicle through GPS and other positioning technologies, and the real-time location may include information such as the latitude and longitude, speed and direction of the vehicle. Since the server 150 integrates the ambient temperature, humidity and air quality parameters corresponding to different locations, the corresponding ambient temperature, humidity and air quality parameters can be determined according to the real-time location, and the corresponding ambient temperature, humidity and air quality parameters can be pushed to the client.

[0055] Among them, after receiving the user request, the server 150 can obtain the real-time location of the shared vehicle, and push the ambient temperature, humidity and air quality parameters corresponding to the real-time location to the client.

[0056] Based on any of the above embodiments, it also includes: an early warning module, which is used to issue an early warning prompt when the air quality parameter is greater than a threshold.

[0057] Specifically, the early warning module is an important part of the air quality monitoring system, responsible for issuing timely alarms and prompts when air quality parameters exceed the set thresholds.

[0058] The early warning module can set different thresholds according to the regional air quality standards. For example, for different pollutants such as PM2.5, PM10, and NOx, corresponding early warning thresholds can be set.

[0059] In addition, the early warning module can also set multiple early warning levels according to the concentration of different pollutants. For example, the first-level early warning can be light pollution, the second-level early warning can be moderate pollution, and the third-level early warning can be heavy pollution.

[0060] The real-time environment monitoring method based on a shared vehicle provided by the present invention is described below. The real-time environment monitoring method based on a shared vehicle described below and the real-time environment monitoring system based on a shared vehicle described above can be referenced to each other.

[0061] Based on any of the above embodiments, Figure 2 is a flow chart of a real-time environment monitoring method based on a shared vehicle provided by the present invention, such as Figure 2 As shown, the method includes: Step 210: During the movement of the shared vehicle, the ambient temperature and humidity are measured in real time; Step 2210: measuring air quality parameters in real time during the movement of the shared vehicle; Step 230: During the movement of the shared vehicle, the location information of the shared vehicle is collected in real time; Step 240: Perform environmental monitoring based on ambient temperature and humidity, air quality parameters, and location information.

[0062] Figure 3 is a schematic diagram of the structure of the electronic device provided by the present invention, such as Figure 3As shown, the electronic device may include: a processor 310, a communication interface 320, a memory 330 and a communication bus 340, wherein the processor 310, the communication interface 320 and the memory 330 communicate with each other through the communication bus 340. The processor 310 may call the logic instructions in the memory 330 to execute a real-time environment monitoring method based on a shared vehicle, the method comprising: measuring the ambient temperature and humidity in real time during the movement of the shared vehicle; measuring the air quality parameters in real time during the movement of the shared vehicle; collecting the location information of the shared vehicle in real time during the movement of the shared vehicle; and performing environment monitoring based on the ambient temperature and humidity, the air quality parameters and the location information.

[0063] In addition, the logic instructions in the above-mentioned memory 330 can be implemented in the form of a software functional unit and can be stored in a computer-readable storage medium when it is sold or used as an independent product. Based on such an understanding, the technical solution of the present invention, in essence, or the part that contributes to the prior art or the part of the technical solution, can be embodied in the form of a software product, and the computer software product is stored in a storage medium, including a number of instructions for a computer device (which can be a personal computer, a server, or a network device, etc.) to perform all or part of the steps of the method described in each embodiment of the present invention. The aforementioned storage medium includes: U disk, mobile hard disk, read-only memory (ROM, Read-Only Memory), random access memory (RAM, Random Access Memory), disk or optical disk, etc. Various media that can store program codes.

[0064] On the other hand, the present invention also provides a computer program product, which includes a computer program. The computer program can be stored on a non-transitory computer-readable storage medium. When the computer program is executed by a processor, the computer can execute the real-time environmental monitoring method based on shared vehicles provided by the above methods. The method includes: real-time measurement of ambient temperature and humidity during the movement of the shared vehicle; real-time measurement of air quality parameters during the movement of the shared vehicle; real-time collection of location information of the shared vehicle during the movement of the shared vehicle; and environmental monitoring based on the ambient temperature and humidity, the air quality parameters and the location information.

[0065] On the other hand, the present invention also provides a non-transitory computer-readable storage medium having a computer program stored thereon. When the computer program is executed by a processor, it is implemented to execute the real-time environmental monitoring method based on shared vehicles provided by the above-mentioned methods. The method includes: real-time measurement of ambient temperature and humidity during the movement of the shared vehicle; real-time measurement of air quality parameters during the movement of the shared vehicle; real-time collection of location information of the shared vehicle during the movement of the shared vehicle; and environmental monitoring based on the ambient temperature and humidity, the air quality parameters and the location information.

[0066] The device embodiments described above are merely illustrative, wherein the units described as separate components may or may not be physically separated, and the components displayed as units may or may not be physical units, that is, they may be located in one place, or they may be distributed on multiple network units. Some or all of the modules may be selected according to actual needs to achieve the purpose of the scheme of this embodiment. Ordinary technicians in this field can understand and implement it without paying creative labor.

[0067] Through the description of the above implementation methods, those skilled in the art can clearly understand that each implementation method can be implemented by means of software plus a necessary general hardware platform, and of course, can also be implemented by hardware. Based on this understanding, the above technical solution is essentially or the part that contributes to the prior art can be embodied in the form of a software product, and the computer software product can be stored in a computer-readable storage medium, such as ROM / RAM, a disk, an optical disk, etc., including a number of instructions for a computer device (which can be a personal computer, a server, or a network device, etc.) to execute the methods described in each embodiment or some parts of the embodiments.

[0068] Finally, it should be noted that the above embodiments are only used to illustrate the technical solutions of the present invention, rather than to limit it. Although the present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that they can still modify the technical solutions described in the aforementioned embodiments, or make equivalent replacements for some of the technical features therein. However, these modifications or replacements do not deviate the essence of the corresponding technical solutions from the spirit and scope of the technical solutions of the embodiments of the present invention.

Claims

1. A real-time environmental monitoring system based on shared vehicles, characterized in that: include: The temperature and humidity measurement module, air measurement module, positioning module and control module integrated in the shared vehicle are installed on the cloud server; The temperature and humidity measurement module is used to measure the ambient temperature and humidity in real time during the movement of the shared vehicle. The air measurement module is used to measure the air quality parameters in real time during the movement of the shared vehicle. The positioning module is used to collect the location information of the shared vehicle in real time during the movement of the shared vehicle. The control module is used to send the ambient temperature and humidity, the air quality parameters and the location information to the server, so that the server performs environmental monitoring based on the ambient temperature and humidity, the air quality parameters and the location information.

2. The real-time environment monitoring system based on shared vehicles according to claim 1 is characterized in that: Also includes: A communication module is used to send the ambient temperature and humidity, the air quality parameters and the location information to the server.

3. The real-time environment monitoring system based on shared vehicles according to claim 1 is characterized in that: The server is used to filter the ambient temperature and humidity, the air quality parameters and the noise data in the location information, and generate a real-time environmental monitoring report based on the filtered data.

4. The real-time environment monitoring system based on shared vehicles according to claim 1 is characterized in that: The server is also used to predict the ambient temperature and humidity at a future time based on the ambient temperature and humidity, and to predict the air quality parameters at a future time based on the air quality parameters.

5. The real-time environment monitoring system based on shared vehicles according to claim 1 is characterized in that: The server is also used to obtain other meteorological parameters except the ambient temperature and humidity when the air quality parameter is greater than a threshold value, and perform meteorological analysis based on the other meteorological parameters and the air quality parameter.

6. The real-time environment monitoring system based on shared vehicles according to claim 1 is characterized in that: The server is also used to push the ambient temperature, humidity and air quality parameters corresponding to the real-time location of the shared vehicle to the client based on the real-time location of the shared vehicle.

7. The real-time environment monitoring system based on shared vehicles according to claim 1 is characterized in that: Also includes: The early warning module is used to issue an early warning prompt when the air quality parameter is greater than a threshold value.

8. A real-time environmental monitoring method based on a shared vehicle, characterized in that: include: Real-time measurement of ambient temperature and humidity during the movement of shared vehicles; During the movement of the shared vehicle, measuring air quality parameters in real time; During the movement of the shared vehicle, real-time collection of location information of the shared vehicle; Environmental monitoring is performed based on the ambient temperature and humidity, the air quality parameters, and the location information.

9. An electronic device comprising a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein: When the processor executes the computer program, the real-time environment monitoring method based on a shared vehicle as described in claim 8 is implemented.

10. A non-transitory computer-readable storage medium having a computer program stored thereon, characterized in that: When the computer program is executed by a processor, the real-time environment monitoring method based on a shared vehicle as claimed in claim 8 is implemented.

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