Dataset Open Access

Beijing PM10 Dataset

Chang Wei Tan; Christoph Bergmeir; Francois Petitjean; Geoffrey I Webb


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    <subfield code="a">&lt;p&gt;This dataset is part of the Monash, UEA &amp;amp;&amp;nbsp;UCR time series regression repository.&amp;nbsp;&lt;a href="http://tseregression.org/"&gt;http://tseregression.org/&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;The goal of this dataset is to predict PM10 air quality in the city of Beijing.&amp;nbsp;This dataset contains 17532 time series with 9 dimensions.&amp;nbsp;&amp;nbsp;This includes hourly air pollutants measurments (SO2, NO2, CO and O3), temperature, pressure, dew point, rainfall and windspeed measurments from 12 nationally controlled air quality monitoring sites.&amp;nbsp;The air-quality data are from the Beijing Municipal Environmental Monitoring Center.&amp;nbsp;The meteorological data in each air-quality site are matched with the nearest weather station from the China Meteorological Administration.&amp;nbsp;The time period is from March 1st, 2013 to February 28th, 2017.&amp;nbsp;&lt;br&gt;
&lt;br&gt;
Please refer to &lt;a href="https://archive.ics.uci.edu/ml/datasets/Beijing+Multi-Site+Air-Quality+Data"&gt;https://archive.ics.uci.edu/ml/datasets/Beijing+Multi-Site+Air-Quality+Data&lt;/a&gt; for more details&lt;br&gt;
&lt;br&gt;
Relevant Papers&amp;nbsp;&lt;br&gt;
Zhang, S., Guo, B., Dong, A., He, J., Xu, Z. and Chen, S.X. (2017) Cautionary Tales on Air-Quality Improvement in Beijing. Proceedings of the Royal Society A, Volume 473, No. 2205, Pages 20170457&amp;nbsp;&lt;br&gt;
&lt;br&gt;
Citation Request&amp;nbsp;&lt;br&gt;
Zhang, S., Guo, B., Dong, A., He, J., Xu, Z. and Chen, S.X. (2017) Cautionary Tales on Air-Quality Improvement in Beijing. Proceedings of the Royal Society A, Volume 473, No. 2205, Pages 20170457&amp;nbsp;&lt;/p&gt;</subfield>
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