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Mining on the knowledge of PM_(2.5) pollution and application in Beijing, China

机译:北京PM_(2.5)污染知识的挖掘与应用

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摘要

In this study, a graphic representation method and a hierarchical mining analysis scheme was proposed based on the effect of meteorological factors on PM_(2.5). The characteristics on the PM_(2.5) pollution change and influenced by meteorological factors in Beijing have been obtained. An experiment for high PM_(2.5) pollution process prediction have conducted based on the knowledge obtained by mining analysis. The high PM_(2.5) pollution phenomenon can be captured accurately by the prediction of PM_(2.5) pollution based on mining association knowledge. The hierarchical analysis scheme on mining PM_(2.5) pollution still exist shortages, and need further study in the future.
机译:在这项研究中,基于气象因素对PM_(2.5)的影响,提出了一种图形表示方法和分层挖掘分析方案。获得了北京市PM_(2.5)污染变化特征及受气象因素影响的特征。基于采矿分析获得的知识,进行了高PM_(2.5)污染过程预测的实验。通过基于采矿协会知识的PM_(2.5)污染预测,可以准确捕获高PM_(2.5)污染现象。开采PM_(2.5)污染的层次分析方案仍然存在不足,需要进一步研究。

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