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Australia Rainfall 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 the total daily rainfall using 24 hours of temperature measurements. This is useful as temperature sensors are much cheaper and easy to maintain as compared to rain gauges.&nbsp;This dataset contains 160,267 time series obtained from a dataset released by the Australian Bureau of Meteorology (BOM).The time series has 3 dimensions, measuring the average hourly temperature, minimum hourly temperature and maximum hourly temperature from 518 weather stations throughout all of Australia.</p>\n\n<p><br>\nPlease refer to <a href=\"https://data.gov.au/data/dataset/weather-forecasting-verification-data-2015-05-to-2016-04\">https://data.gov.au/data/dataset/weather-forecasting-verification-data-2015-05-to-2016-04</a> for more details</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/3902654", 
  "datePublished": "2020-06-21", 
  "keywords": [
    "time series", 
    "regression"
  ], 
  "@context": "https://schema.org/", 
  "distribution": [
    {
      "contentUrl": "https://zenodo.org/api/files/9e8dc27b-ec84-4a3c-906b-7f935e1826f0/AustraliaRainfall_TEST.ts", 
      "encodingFormat": "ts", 
      "@type": "DataDownload"
    }, 
    {
      "contentUrl": "https://zenodo.org/api/files/9e8dc27b-ec84-4a3c-906b-7f935e1826f0/AustraliaRainfall_TRAIN.ts", 
      "encodingFormat": "ts", 
      "@type": "DataDownload"
    }
  ], 
  "identifier": "https://doi.org/10.5281/zenodo.3902654", 
  "@id": "https://doi.org/10.5281/zenodo.3902654", 
  "@type": "Dataset", 
  "name": "Australia Rainfall Dataset"
}
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