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Atmospheric pollution condition prediction method and device, electronic equipment and storage medium

A prediction method and status technology, applied in the direction of prediction, instrumentation, data processing applications, etc., can solve the problems of low timeliness, heavy workload, strong subjectivity, etc., and achieve the effect of accurate typing results and high accuracy rate

Pending Publication Date: 2020-09-01
北京中科三清环境技术有限公司 +1
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Problems solved by technology

However, in the existing technology, the weather classification method has the disadvantages of heavy workload, strong subjectivity, and low timeliness. For the future weather situation field of daily forecast, it is very difficult to manually match the weather type and search for similar historical cases. Time-consuming, not conducive to the development of forecasting and early warning work

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  • Atmospheric pollution condition prediction method and device, electronic equipment and storage medium

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Embodiment Construction

[0041] In order to make the purpose, technical solution and advantages of the present application clearer, the present application will be further described below in conjunction with the accompanying drawings and specific embodiments. It should be understood that the specific embodiments described here are only used to explain the present application, not to limit the present application. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the scope of protection of this application.

[0042] Those skilled in the art can understand that, unless otherwise defined, all terms (including technical terms and scientific terms) used herein have the same meanings as commonly understood by those of ordinary skill in the art to which this application belongs. It should also be understood that terms, such as those defined in commonly used dictionaries, should be understood to have m...

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Abstract

The invention discloses an atmospheric pollution condition prediction method and device, electronic equipment and a storage medium. The method comprises the following steps: performing weather typingon historical meteorological data to obtain a plurality of historical weather types; acquiring a data date, collecting historical pollution data, and associating the historical pollution data with each historical weather type to form a plurality of cases; performing weather typing on weather forecast data in a future period of time based on the plurality of historical weather types to obtain a predicted weather type; and finding out the case with the highest similarity with the predicted weather type from the plurality of cases, and taking the historical pollution data of the case with the highest similarity as an atmospheric pollution condition prediction result of the future period of time. The parting result of the meteorological data is accurate, the actual meteorological condition isfitted, the accuracy of the prediction result of the atmospheric pollution condition is high, and powerful support can be provided for atmospheric pollution early warning information.

Description

technical field [0001] The present application relates to the technical field of atmospheric monitoring and forecasting, in particular to a method, device, electronic equipment and storage medium for predicting air pollution conditions. Background technique [0002] The situation and characteristics of air pollution are closely related to the weather situation. Studying the impact of different weather situations on air quality is helpful to explain the causes of air pollution. Further research on the correlation between meteorological factors and air quality by analyzing and summarizing pollution cases will help to scientifically grasp the mechanism of pollution formation and identify typical polluted weather situations. Quickly search for similar pollution cases that occurred in history through the historical pollution case database, and realize the forecast of air pollution by referring to the pollution characteristics of similar meteorological fields. Therefore, it is a ...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/04G06Q50/26
CPCG06Q10/04G06Q50/26
Inventor 任华荣秦东明孙明生易志安李诗瑶王洋
Owner 北京中科三清环境技术有限公司
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