Dataset Open Access

Beijing PM10 Dataset

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


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{
  "publisher": "Zenodo", 
  "DOI": "10.5281/zenodo.3902667", 
  "author": [
    {
      "family": "Chang Wei Tan"
    }, 
    {
      "family": "Christoph Bergmeir"
    }, 
    {
      "family": "Francois Petitjean"
    }, 
    {
      "family": "Geoffrey I Webb"
    }
  ], 
  "issued": {
    "date-parts": [
      [
        2020, 
        6, 
        21
      ]
    ]
  }, 
  "abstract": "<p>This dataset is part of the Monash, UEA &amp;&nbsp;UCR time series regression repository.&nbsp;<a href=\"http://tseregression.org/\">http://tseregression.org/</a></p>\n\n<p>The goal of this dataset is to predict PM10 air quality in the city of Beijing.&nbsp;This dataset contains 17532 time series with 9 dimensions.&nbsp;&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.&nbsp;The air-quality data are from the Beijing Municipal Environmental Monitoring Center.&nbsp;The meteorological data in each air-quality site are matched with the nearest weather station from the China Meteorological Administration.&nbsp;The time period is from March 1st, 2013 to February 28th, 2017.&nbsp;<br>\n<br>\nPlease refer to <a href=\"https://archive.ics.uci.edu/ml/datasets/Beijing+Multi-Site+Air-Quality+Data\">https://archive.ics.uci.edu/ml/datasets/Beijing+Multi-Site+Air-Quality+Data</a> for more details<br>\n<br>\nRelevant Papers&nbsp;<br>\nZhang, 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&nbsp;<br>\n<br>\nCitation Request&nbsp;<br>\nZhang, 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&nbsp;</p>", 
  "title": "Beijing PM10 Dataset", 
  "type": "dataset", 
  "id": "3902667"
}
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