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Ouagadougou land use map at street block level

Tais Grippa; Stefanos Georganos


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{
  "description": "<p>This datatset contains a land use classification of Ouagadougou (Burkina Faso) at the street block level. It was created following the methodology presented in&nbsp;[1].</p>\n\n<p>Description of the files:</p>\n\n<ul>\n\t<li>&quot;Ouagadougou_landuse.gpkg&quot; : GeoPackage with two layers: (1) layer of the street blocks extracted from OpenStreetMap using [2] with classification results in the attribute table. (2) layer with manual correction made by GEORGANOS Stefanos (sgeorganos@ulb.ac.be).</li>\n\t<li>&quot;Ouagadougou_landuse_style_QGIS.zip&quot; : Files for style for rendering in QGIS.</li>\n</ul>\n\n<p>Attribute table content:</p>\n\n<ul>\n\t<li>&quot;CAT&quot;, &quot;GID&quot; : ID of the street block</li>\n\t<li>&quot;PROB_ACS&quot; : Probability to belong to class ACS</li>\n\t<li>&quot;PROB_BARE&quot; :&nbsp;Probability to belong to class&nbsp;BARE</li>\n\t<li>&quot;PROB_PLAN&quot; :&nbsp;Probability to belong to class PLAN</li>\n\t<li>&quot;PROB_UNPLA&quot; :&nbsp;Probability to belong to class UNPLAN</li>\n\t<li>&quot;PROB_VEG&quot; :&nbsp;Probability to belong to class VEG</li>\n\t<li>&quot;FIRST_LABE&quot; : Class with the highest classification probability</li>\n\t<li>&quot;SEC_LABEL&quot; : Class with the second highest classification probability</li>\n\t<li>&quot;FIRST_PROB&quot; : Value of the highest classification probability</li>\n\t<li>&quot;SEC_PROB&quot; : Value of the second highest classification probability</li>\n\t<li>&quot;UNCERTAIN&quot; : Difference between&nbsp;&quot;FIRST_PROB&quot; and&nbsp;&quot;SEC_PROB&quot;</li>\n\t<li>&quot;BUILT_PERC&quot; : Percentage of the street blocks covered by built-up (from land cover map)</li>\n\t<li>&quot;MAP_LABEL&quot; : Final classification label with uncertainty and different density classes. Depending on the layer, the label is with or without manual corrections</li>\n</ul>\n\n<p>Legend classes label:</p>\n\n<ul>\n\t<li>&quot;VEG&quot; :&nbsp;Vegetation</li>\n\t<li>&quot;BARE&quot;&nbsp;:&nbsp;Bare soils</li>\n\t<li>&quot;ACS&quot; :&nbsp;Non-residential built-up (administrative, commercial, services, etc.)</li>\n\t<li>&quot;PLAN&quot; :&nbsp;Planned residential built-up</li>\n\t<li>&quot;PLAN_LD&quot; :&nbsp;Planned residential low density built-up</li>\n\t<li>&quot;UNPLAN&quot; :&nbsp;Unplanned residential built-up</li>\n\t<li>&quot;UNPLAN_LD&quot; :&nbsp;Unplanned residential low density built-up</li>\n\t<li>&quot;UNCERT&quot; : Uncertain classification</li>\n\t<li>&quot;WET&quot; : Wetlands</li>\n\t<li>&quot;AGRI&quot; : Agricultural land</li>\n</ul>\n\n<p>References:</p>\n\n<p>[1] Grippa, Tais, 2018, &quot;Mapping urban land use at street block level using OpenStreetMap, remote sensing data and spatial metrics&quot;, <em>ISPRS Int. J. Geo-Inf.</em>&nbsp;<strong>2018</strong>,&nbsp;<em>7</em>(7), 246.&nbsp;<a href=\"https://doi.org/10.3390/ijgi7070246\">https://doi.org/10.3390/ijgi7070246</a>&nbsp;</p>\n\n<p>[2]&nbsp;Grippa, Tais. 2018. &ldquo;Osm Street Blocks Extraction.&rdquo; Zenodo. <a href=\"https://doi.org/10.5281/zenodo.1290637\">https://doi.org/10.5281/zenodo.1290637</a>.</p>\n\n<p>Funding:&nbsp;</p>\n\n<p>This dataset was&nbsp;produced in the frame of two research project : MAUPP (<a href=\"http://maupp.ulb.ac.be\">http://maupp.ulb.ac.be</a>)&nbsp;and REACT (<a href=\"http://react.ulb.be\">http://react.ulb.be</a>), funded by the&nbsp;Belgian Federal Science Policy Office (<a href=\"http://eo.belspo.be/About/Stereo3.aspx\">BELSPO</a>).</p>", 
  "license": "https://opensource.org/licenses/MIT", 
  "creator": [
    {
      "@id": "https://orcid.org/0000-0002-9837-1832", 
      "@type": "Person", 
      "name": "Tais Grippa"
    }, 
    {
      "@id": "https://orcid.org/0000-0002-0001-2058", 
      "@type": "Person", 
      "name": "Stefanos Georganos"
    }
  ], 
  "url": "https://zenodo.org/record/3238302", 
  "datePublished": "2019-06-04", 
  "keywords": [
    "Ouagadougou", 
    "Land use", 
    "Map", 
    "Street block"
  ], 
  "version": "V2.0", 
  "contributor": [
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      "name": "Soukaina Zarougui"
    }, 
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      "@type": "Person", 
      "name": "Yann Forget"
    }, 
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      "@type": "Person", 
      "name": "Sabine Vanhuysse"
    }, 
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      "@type": "Person", 
      "name": "\u00c9l\u00e9onore Wolff"
    }, 
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      "name": "Catherine Linard"
    }, 
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      "@type": "Person", 
      "name": "Marius Gilbert"
    }, 
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      "@type": "Person", 
      "name": "Michal Shimoni"
    }, 
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      "name": "Hugo Perilleux Sanchez"
    }, 
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      "name": "Augustin Martinet"
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    }, 
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      "name": "Marco millones"
    }, 
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      "name": "Benoit Parmentier"
    }, 
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      "@type": "Person", 
      "name": "Brian McGill"
    }, 
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      "@type": "Person", 
      "name": "Oscar Brousse"
    }, 
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      "@id": "https://orcid.org/0000-0003-3237-4077", 
      "@type": "Person", 
      "name": "Matthias Demuzere"
    }, 
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      "@type": "Person", 
      "name": "Daniel C Casey"
    }
  ], 
  "@context": "https://schema.org/", 
  "distribution": [
    {
      "contentUrl": "https://zenodo.org/api/files/cf50723f-7571-4c3f-931d-aefc50469cc1/Ouagadougou_landuse.gpkg", 
      "encodingFormat": "gpkg", 
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  "identifier": "https://doi.org/10.5281/zenodo.3238302", 
  "@id": "https://doi.org/10.5281/zenodo.3238302", 
  "@type": "Dataset", 
  "name": "Ouagadougou land use map at street block level"
}
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