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Flood Modeling Dataset 2

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 maximum water depth for flood modelling.&nbsp;The dataset contains 559 hourly rainfall events time series which are used to predict the maximum water depth of a domain (Digital Elevation Model, DEM). The rainfall events and DEM are generated synthetically by researchers at Monash University because real DEM data with accurate rainfall events are rare.&nbsp;<br>\n<br>\nData Donor<br>\nJihane Elyahyioui, jihane.elyahyioui@monash.edu</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/3902696", 
  "datePublished": "2020-06-21", 
  "keywords": [
    "time series", 
    "regression"
  ], 
  "@context": "https://schema.org/", 
  "distribution": [
    {
      "contentUrl": "https://zenodo.org/api/files/2dccf4e2-31f4-4a0c-a29f-6e6497f8cbf7/FloodModeling2_TEST.ts", 
      "encodingFormat": "ts", 
      "@type": "DataDownload"
    }, 
    {
      "contentUrl": "https://zenodo.org/api/files/2dccf4e2-31f4-4a0c-a29f-6e6497f8cbf7/FloodModeling2_TRAIN.ts", 
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  "identifier": "https://doi.org/10.5281/zenodo.3902696", 
  "@id": "https://doi.org/10.5281/zenodo.3902696", 
  "@type": "Dataset", 
  "name": "Flood Modeling Dataset 2"
}
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