Dataset Open Access

Training data of a machine learning modeling framework for the air quality forecasts in the Pacific Northwest, USA.

Fan, Kai; Dhammapala, Ranil; Harrington, Kyle; Lamb, Brian; Lee, Yun Ha


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    <dct:description>&lt;p&gt;These files are the training data of a machine learning modeling framework&amp;nbsp;for the air quality forecasts in the Pacific Northwest (PNW), USA.&lt;/p&gt; &lt;p&gt;O3.zip contains the AQS observations data of O3.&lt;/p&gt; &lt;p&gt;PM_FRM.zip contains the AQS data of PM2.5 using&amp;nbsp;federal reference methods (FRM).&lt;/p&gt; &lt;p&gt;PM_nFRM.zip&amp;nbsp;contains the AQS data of PM2.5 using&amp;nbsp;&amp;ldquo;FRM-like&amp;rdquo;&amp;nbsp;methods.&lt;/p&gt; &lt;p&gt;WRF_pkl.zip contains the archived WRF data for the AQS sites in the PNW.&lt;/p&gt;</dct:description>
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