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Beijing PM10 Dataset

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


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{
  "description": "<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>", 
  "license": "https://creativecommons.org/licenses/by/4.0/legalcode", 
  "creator": [
    {
      "affiliation": "Monash University", 
      "@id": "https://orcid.org/0000-0001-8377-3241", 
      "@type": "Person", 
      "name": "Chang Wei Tan"
    }, 
    {
      "affiliation": "Monash University", 
      "@id": "https://orcid.org/0000-0002-3665-9021", 
      "@type": "Person", 
      "name": "Christoph Bergmeir"
    }, 
    {
      "affiliation": "Monash University", 
      "@id": "https://orcid.org/0000-0001-5334-3574", 
      "@type": "Person", 
      "name": "Francois Petitjean"
    }, 
    {
      "affiliation": "Monash University", 
      "@id": "https://orcid.org/0000-0001-9963-5169", 
      "@type": "Person", 
      "name": "Geoffrey I Webb"
    }
  ], 
  "url": "https://zenodo.org/record/3902667", 
  "datePublished": "2020-06-21", 
  "keywords": [
    "time series", 
    "regression"
  ], 
  "@context": "https://schema.org/", 
  "distribution": [
    {
      "contentUrl": "https://zenodo.org/api/files/1730e81f-6ceb-451c-b964-9dcb1bdd9464/BeijingPM10Quality_TEST.ts", 
      "encodingFormat": "ts", 
      "@type": "DataDownload"
    }, 
    {
      "contentUrl": "https://zenodo.org/api/files/1730e81f-6ceb-451c-b964-9dcb1bdd9464/BeijingPM10Quality_TRAIN.ts", 
      "encodingFormat": "ts", 
      "@type": "DataDownload"
    }
  ], 
  "identifier": "https://doi.org/10.5281/zenodo.3902667", 
  "@id": "https://doi.org/10.5281/zenodo.3902667", 
  "@type": "Dataset", 
  "name": "Beijing PM10 Dataset"
}
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