Dataset Open Access
Tais Grippa;
Stefanos Georganos
{ "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 [1].</p>\n\n<p>Description of the files:</p>\n\n<ul>\n\t<li>"Ouagadougou_landuse.gpkg" : 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>"Ouagadougou_landuse_style_QGIS.zip" : Files for style for rendering in QGIS.</li>\n</ul>\n\n<p>Attribute table content:</p>\n\n<ul>\n\t<li>"CAT", "GID" : ID of the street block</li>\n\t<li>"PROB_ACS" : Probability to belong to class ACS</li>\n\t<li>"PROB_BARE" : Probability to belong to class BARE</li>\n\t<li>"PROB_PLAN" : Probability to belong to class PLAN</li>\n\t<li>"PROB_UNPLA" : Probability to belong to class UNPLAN</li>\n\t<li>"PROB_VEG" : Probability to belong to class VEG</li>\n\t<li>"FIRST_LABE" : Class with the highest classification probability</li>\n\t<li>"SEC_LABEL" : Class with the second highest classification probability</li>\n\t<li>"FIRST_PROB" : Value of the highest classification probability</li>\n\t<li>"SEC_PROB" : Value of the second highest classification probability</li>\n\t<li>"UNCERTAIN" : Difference between "FIRST_PROB" and "SEC_PROB"</li>\n\t<li>"BUILT_PERC" : Percentage of the street blocks covered by built-up (from land cover map)</li>\n\t<li>"MAP_LABEL" : 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>"VEG" : Vegetation</li>\n\t<li>"BARE" : Bare soils</li>\n\t<li>"ACS" : Non-residential built-up (administrative, commercial, services, etc.)</li>\n\t<li>"PLAN" : Planned residential built-up</li>\n\t<li>"PLAN_LD" : Planned residential low density built-up</li>\n\t<li>"UNPLAN" : Unplanned residential built-up</li>\n\t<li>"UNPLAN_LD" : Unplanned residential low density built-up</li>\n\t<li>"UNCERT" : Uncertain classification</li>\n\t<li>"WET" : Wetlands</li>\n\t<li>"AGRI" : Agricultural land</li>\n</ul>\n\n<p>References:</p>\n\n<p>[1] Grippa, Tais, 2018, "Mapping urban land use at street block level using OpenStreetMap, remote sensing data and spatial metrics", <em>ISPRS Int. J. Geo-Inf.</em> <strong>2018</strong>, <em>7</em>(7), 246. <a href=\"https://doi.org/10.3390/ijgi7070246\">https://doi.org/10.3390/ijgi7070246</a> </p>\n\n<p>[2] Grippa, Tais. 2018. “Osm Street Blocks Extraction.” Zenodo. <a href=\"https://doi.org/10.5281/zenodo.1290637\">https://doi.org/10.5281/zenodo.1290637</a>.</p>\n\n<p>Funding: </p>\n\n<p>This dataset was produced in the frame of two research project : MAUPP (<a href=\"http://maupp.ulb.ac.be\">http://maupp.ulb.ac.be</a>) and REACT (<a href=\"http://react.ulb.be\">http://react.ulb.be</a>), funded by the 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": [ { "@type": "Person", "name": "Soukaina Zarougui" }, { "@id": "https://orcid.org/0000-0001-7275-7967", "@type": "Person", "name": "Yann Forget" }, { "@id": "https://orcid.org/0000-0001-6226-1968", "@type": "Person", "name": "Sabine Vanhuysse" }, { "@id": "https://orcid.org/0000-0002-8564-4942", "@type": "Person", "name": "\u00c9l\u00e9onore Wolff" }, { "@id": "https://orcid.org/0000-0002-0819-7755", "@type": "Person", "name": "Catherine Linard" }, { "@id": "https://orcid.org/0000-0003-3708-3359", "@type": "Person", "name": "Marius Gilbert" }, { "@id": "https://orcid.org/0000-0001-5487-6137", "@type": "Person", "name": "Michal Shimoni" }, { "@type": "Person", "name": "Hugo Perilleux Sanchez" }, { "@type": "Person", "name": "Augustin Martinet" }, { "@id": "https://orcid.org/0000-0002-7270-941X", "@type": "Person", "name": "Andrew Tatem" }, { "@type": "Person", "name": "Nicole Van Lipzig" }, { "@id": "https://orcid.org/0000-0002-9603-9596", "@type": "Person", "name": "Marco millones" }, { "@type": "Person", "name": "Benoit Parmentier" }, { "@id": "https://orcid.org/0000-0002-0850-1913", "@type": "Person", "name": "Brian McGill" }, { "@id": "https://orcid.org/0000-0002-7364-710X", "@type": "Person", "name": "Oscar Brousse" }, { "@id": "https://orcid.org/0000-0003-3237-4077", "@type": "Person", "name": "Matthias Demuzere" }, { "@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", "@type": "DataDownload" }, { "contentUrl": "https://zenodo.org/api/files/cf50723f-7571-4c3f-931d-aefc50469cc1/Ouagadougou_landuse_style_QGIS.zip", "encodingFormat": "zip", "@type": "DataDownload" } ], "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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Data volume | 747.9 MB | 675.0 MB |
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Unique downloads | 35 | 19 |