Atmospheric combined pollution early warning method, device and equipment based on super station networking and medium

By deploying super atmospheric monitoring stations in the target area to monitor and assess secondary pollution data, and using predictive models to warn of the potential formation of secondary pollutants, the problem of low forecast accuracy of chemical transport models has been solved, and high-precision pollution forecasting and management have been achieved.

CN122409953APending Publication Date: 2026-07-17CHINESE RES ACAD OF ENVIRONMENTAL SCI +1
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Patent Information

Application Number
CN202610454401.7
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2026-04-08
Publication Date
2026-07-17

AI Technical Summary

Technical Problem

Existing chemical transport models have low accuracy in predicting secondary pollution. Inaccurate data on pollution source emissions, complex atmospheric motion patterns, and difficulties in accurately calculating aerosol and gas-phase chemical reaction mechanisms lead to inaccurate forecast results.

Method used

By deploying multiple super atmospheric monitoring stations in the target area, we can monitor secondary pollution-related data, assess the current status, generation potential, meteorological conditions, and three-dimensional transport flux of secondary pollution, use trained prediction models to predict the generation potential of secondary pollutants, and issue pollution warnings based on the generation potential.

Benefits of technology

It enables accurate prediction of changes in secondary pollutant concentrations, provides forward-looking early warnings, improves forecast accuracy, supports closed-loop management, and achieves efficient control throughout the entire process from status analysis to decision-making.

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Abstract

The invention relates to the technical field of atmospheric pollution monitoring, and discloses an atmospheric combined pollution early warning method, device and equipment based on super station networking and a medium, and secondary pollution related data of a target area in a first time period is monitored through a plurality of atmospheric super monitoring stations deployed in the target area. And based on the secondary pollution related data, evaluating a secondary pollution current situation, a secondary pollutant generation potential, a secondary pollution meteorological condition and a secondary pollution three-dimensional component transportation flux of the target area in the first time period. And inputting the secondary pollution current situation, the secondary pollutant generation potential, the meteorological parameters and the secondary pollution three-dimensional fraction transportation flux into a trained prediction model, so that the prediction model predicts the secondary pollutant generation potential of the target area in the second time period. And performing pollution early warning according to the secondary pollutant generation potential of the target area in the second time period. According to the invention, accurate prediction of the concentration change of the secondary pollutants can be realized, and pollution early warning forecast can be given out.
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