December 2, 2021 Dataset Open Access

Tollenaar, Veronica; Zekollari, Harry; Lhermitte, Stef; Tax, David M.J.; Debaille, Vinciane; Goderis, Steven; Claeys, Philippe; Pattyn, Frank

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{
  "inLanguage": {
    "alternateName": "eng", 
    "@type": "Language", 
    "name": "English"
  }, 
  "description": "<p>This archive provides datasets related to the following publication:</p>\n\n<p>V. Tollenaar, H. Zekollari, S. Lhermitte, D. Tax, V. Debaille, S. Goderis, P. Claeys, F. Pattyn, Unexplored Antarctic meteorite collection sites revealed through machine learning. Science Advances 8, eabj8138 (2022). <a href=\"https://doi.org/10.1126/sciadv.abj8138\">DOI: 10.1126/sciadv.abj8138</a></p>\n\n<p>Contact: Veronica Tollenaar, Veronica.Tollenaar@ulb.be</p>\n\n<p>Users should cite the original publication when using all or part of the data.&nbsp;</p>\n\n<p>About the datasets: it includes a shapefile with the outline of the 613 Meteorite Stranding Zones (Fig. 7, &quot;613MSZs.zip&quot;), the observations used for classification, and the continent-wide probability to find meteorites (at 450-meter resolution, Fig. 5, &quot;positive_classified.nc&quot;). References to the literature are provided in the corresponding publication. Meteorite locations are based on the Meteoritical Bulletin Database (available at https://www.lpi.usra.edu/meteor/).</p>\n\n<p>- bias_above200m1kmbuff_expanded_dissolved: shapefile of polygons of unlabelled observations<br>\n- meteorite_locations_raw.csv: contains locations of meteorite finds as defined in the meteoritical bulletin consulted on 05/07/2019<br>\n- meteorite_types.csv: contains meteorite names and types as defined in the meteoritical bulletin consulted on 05/07/2019<br>\n- validation_neg.csv: contains locations of negative observations used for validation<br>\n- TEST_neg.csv: contains locations of negative test observations<br>\n- TEST_pos.csv: contains locations of positive test obesrvations<br>\n- MSZs_ranked: shapefile of ranked meteorite stranding zones<br>\n- Test_neg4326: shapefile of locations used as negative test data<br>\n- Cal_neg4326: shapefile of locations used as negative calibration/validation data<br>\n- TestMSZs_pos4326: shapefile of locations used as positive test data in MSZ-level assesment<br>\n- 613MSZs: shapefile of outlines of meteorite stranding zones<br>\n- positive_classified.nc: netcdf of positive classified observations with their estimated a posteriori probabilities</p>", 
  "license": "https://creativecommons.org/licenses/by/4.0/legalcode", 
  "creator": [
    {
      "affiliation": "Laboratoire de Glaciologie, Universit\u00e9 libre de Bruxelles, Brussels, Belgium.", 
      "@id": "https://orcid.org/0000-0001-9577-1729", 
      "@type": "Person", 
      "name": "Tollenaar, Veronica"
    }, 
    {
      "affiliation": "Department of Geoscience and Remote Sensing, Delft University of Technology, Delft, The Netherlands. Laboratoire de Glaciologie, Universit\u00e9 libre de Bruxelles, Brussels, Belgium.", 
      "@id": "https://orcid.org/0000-0002-7443-4034", 
      "@type": "Person", 
      "name": "Zekollari, Harry"
    }, 
    {
      "affiliation": "2Department of Geoscience and Remote Sensing, Delft University of Technology, Delft, The Netherlands.", 
      "@id": "https://orcid.org/0000-0002-1622-0177", 
      "@type": "Person", 
      "name": "Lhermitte, Stef"
    }, 
    {
      "affiliation": "Pattern Recognition Laboratory, Delft University of Technology, Delft, The Netherlands.", 
      "@type": "Person", 
      "name": "Tax, David M.J."
    }, 
    {
      "affiliation": "Laboratoire G-Time, Universit\u00e9 libre de Bruxelles, Brussels, Belgium.", 
      "@id": "https://orcid.org/0000-0002-6544-4564", 
      "@type": "Person", 
      "name": "Debaille, Vinciane"
    }, 
    {
      "affiliation": "Analytical\u2010, Environmental\u2010, and Geo\u2010Chemistry, Vrije Universiteit Brussel, Brussels, Belgium.", 
      "@id": "https://orcid.org/0000-0002-6666-7153", 
      "@type": "Person", 
      "name": "Goderis, Steven"
    }, 
    {
      "affiliation": "Analytical\u2010, Environmental\u2010, and Geo\u2010Chemistry, Vrije Universiteit Brussel, Brussels, Belgium.", 
      "@id": "https://orcid.org/0000-0002-4585-7687", 
      "@type": "Person", 
      "name": "Claeys, Philippe"
    }, 
    {
      "affiliation": "Laboratoire de Glaciologie, Universit\u00e9 libre de Bruxelles, Brussels, Belgium.", 
      "@id": "https://orcid.org/0000-0003-4805-5636", 
      "@type": "Person", 
      "name": "Pattyn, Frank"
    }
  ], 
  "url": "https://zenodo.org/record/5749753", 
  "datePublished": "2021-12-02", 
  "version": "1", 
  "@context": "https://schema.org/", 
  "distribution": [
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    {
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  "identifier": "https://doi.org/10.5281/zenodo.5749753", 
  "@id": "https://doi.org/10.5281/zenodo.5749753", 
  "@type": "Dataset", 
  "name": "Datasets for \"Unexplored Antarctic meteorite collection sites revealed through machine learning\""
}