Dataset Open Access
Datasets for "Unexplored Antarctic meteorite collection sites revealed through machine learning"
Tollenaar, Veronica;
Zekollari, Harry;
Lhermitte, Stef;
Tax, David M.J.;
Debaille, Vinciane;
Goderis, Steven;
Claeys, Philippe;
Pattyn, Frank
DCAT Export
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<dct:title>Datasets for "Unexplored Antarctic meteorite collection sites revealed through machine learning"</dct:title>
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<dct:description><p>This archive provides datasets related to the following publication:</p> <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> <p>Contact: Veronica Tollenaar, Veronica.Tollenaar@ulb.be</p> <p>Users should cite the original publication when using all or part of the data.&nbsp;</p> <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> <p>- bias_above200m1kmbuff_expanded_dissolved: shapefile of polygons of unlabelled observations<br> - meteorite_locations_raw.csv: contains locations of meteorite finds as defined in the meteoritical bulletin consulted on 05/07/2019<br> - meteorite_types.csv: contains meteorite names and types as defined in the meteoritical bulletin consulted on 05/07/2019<br> - validation_neg.csv: contains locations of negative observations used for validation<br> - TEST_neg.csv: contains locations of negative test observations<br> - TEST_pos.csv: contains locations of positive test obesrvations<br> - MSZs_ranked: shapefile of ranked meteorite stranding zones<br> - Test_neg4326: shapefile of locations used as negative test data<br> - Cal_neg4326: shapefile of locations used as negative calibration/validation data<br> - TestMSZs_pos4326: shapefile of locations used as positive test data in MSZ-level assesment<br> - 613MSZs: shapefile of outlines of meteorite stranding zones<br> - positive_classified.nc: netcdf of positive classified observations with their estimated a posteriori probabilities</p></dct:description>
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145
110
views
downloads
| All versions | This version | |
|---|---|---|
| Views | 145 | 145 |
| Downloads | 110 | 110 |
| Data volume | 5.1 GB | 5.1 GB |
| Unique views | 127 | 127 |
| Unique downloads | 23 | 23 |
Indexed in
- Publication date:
- December 2, 2021
- DOI:
-
- Communities:
- License (for files):
- Creative Commons Attribution 4.0 International