Method and system for monitoring air pollution, computer equipment and storage medium

Abstract

The invention discloses a method and system for monitoring air pollution, computer equipment and a storage medium, and relates to the field of environmental monitoring. The method comprises the following steps of dividing a monitoring area into a plurality of area grids; acquiring pollutant concentration monitoring data in each area grid; obtaining satellite remote sensing data and meteorologicaldata from the monitoring area; and obtaining an air pollution monitoring result of the monitoring area through a pre-trained machine learning model based on the satellite remote sensing data and meteorological data from the monitoring area, and the pollutant concentration monitoring data in each area grid. The method can use big data technology and artificial intelligence technology in conjunctionwith regional gridded real-time pollutant monitoring data, can accurately locate the source of pollution, track the continuously spreading pollution area, and show the real-time status of air pollution, which, compared with traditional technology, can show the air pollution situation in the monitoring area more comprehensively and accurately.

Description

technical field [0001] The invention relates to the field of environmental monitoring, in particular to an air pollution monitoring method, system, computer equipment and storage medium. Background technique [0002] Today, with the continuous development and progress of science and technology, people living on this land are paying more and more attention to the environmental pollution around them, and they are also paying more attention to the natural environment such as soil, water and atmosphere, which are closely related to our lives. Among them, PM2.5 Air pollution issues such as exploding watches have been one of the hot issues that people have paid the most attention to in recent years. Unfortunately, due to the high cost and low efficiency of air pollution monitoring, the form of air pollution control is still very severe. [0003] The traditional air pollution monitoring system monitors air pollution mainly through the installation of monitoring stations on the grou...

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Problems solved by technology

[0002] Today, with the continuous development and progress of science and technology, people living on this land are paying more and more attention to the environmental pollution around them, and they are also paying more attention to the natural environment such as soil, water and atmosphere, which are closely related to our lives. Among them, PM2.5 Air pollution issues such as exploding watches are one of the hot issues that people have paid the most attention to in recent years. Unfortunately, due to the high cost and low efficiency of air pollution monitoring, the form of air pollution control is still very severe.

[0003] The traditional air pollution monitoring system monitors air pollution mainly through the installation of monitoring stations on the ground. These monitoring stations are not only expensive, but also single, discrete, and difficult to accurately locate the source of pollution, and it is difficult to track the spreading pollution area. , it is more difficult to show the real-time status of air pollution

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