Dataset Open Access

Beijing PM10 Dataset

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


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  <identifier identifierType="DOI">10.5281/zenodo.3902667</identifier>
  <creators>
    <creator>
      <creatorName>Chang Wei Tan</creatorName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0001-8377-3241</nameIdentifier>
      <affiliation>Monash University</affiliation>
    </creator>
    <creator>
      <creatorName>Christoph Bergmeir</creatorName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-3665-9021</nameIdentifier>
      <affiliation>Monash University</affiliation>
    </creator>
    <creator>
      <creatorName>Francois Petitjean</creatorName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0001-5334-3574</nameIdentifier>
      <affiliation>Monash University</affiliation>
    </creator>
    <creator>
      <creatorName>Geoffrey I Webb</creatorName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0001-9963-5169</nameIdentifier>
      <affiliation>Monash University</affiliation>
    </creator>
  </creators>
  <titles>
    <title>Beijing PM10 Dataset</title>
  </titles>
  <publisher>Zenodo</publisher>
  <publicationYear>2020</publicationYear>
  <subjects>
    <subject>time series</subject>
    <subject>regression</subject>
  </subjects>
  <dates>
    <date dateType="Issued">2020-06-21</date>
  </dates>
  <resourceType resourceTypeGeneral="Dataset"/>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://zenodo.org/record/3902667</alternateIdentifier>
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    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.5281/zenodo.3902666</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsPartOf">https://zenodo.org/communities/ts_regression</relatedIdentifier>
  </relatedIdentifiers>
  <rightsList>
    <rights rightsURI="https://creativecommons.org/licenses/by/4.0/legalcode">Creative Commons Attribution 4.0 International</rights>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">&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;</description>
  </descriptions>
</resource>
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