Dataset Open Access

Dakar land use map at street block level

Tais Grippa; Stefanos Georganos


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<resource xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns="http://datacite.org/schema/kernel-4" xsi:schemaLocation="http://datacite.org/schema/kernel-4 http://schema.datacite.org/meta/kernel-4.1/metadata.xsd">
  <identifier identifierType="DOI">10.5281/zenodo.1291389</identifier>
  <creators>
    <creator>
      <creatorName>Tais Grippa</creatorName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-9837-1832</nameIdentifier>
    </creator>
    <creator>
      <creatorName>Stefanos Georganos</creatorName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-0001-2058</nameIdentifier>
    </creator>
  </creators>
  <titles>
    <title>Dakar land use map at street block level</title>
  </titles>
  <publisher>Zenodo</publisher>
  <publicationYear>2018</publicationYear>
  <subjects>
    <subject>Dakar</subject>
    <subject>Land use</subject>
    <subject>Map</subject>
    <subject>Street block</subject>
  </subjects>
  <dates>
    <date dateType="Issued">2018-06-16</date>
  </dates>
  <resourceType resourceTypeGeneral="Dataset"/>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://zenodo.org/record/1291389</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsCompiledBy">10.5281/zenodo.1290637</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsCompiledBy">10.5281/zenodo.1290641</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.5281/zenodo.1291388</relatedIdentifier>
  </relatedIdentifiers>
  <version>V1.0</version>
  <rightsList>
    <rights rightsURI="https://opensource.org/licenses/MIT">MIT License</rights>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">&lt;p&gt;This datatset contains a land use classification of Dakar (Senegal) at the street block level. It was created following the methodology presented in&amp;nbsp;[1].&lt;/p&gt;

&lt;p&gt;Description of the files:&lt;/p&gt;

&lt;ul&gt;
	&lt;li&gt;&amp;quot;Dakar_landuse_shapefile.zip&amp;quot; : Shapefile of the street blocks extracted from OpenStreetMap using [2] with classification results in the attribute table.&lt;/li&gt;
	&lt;li&gt;&amp;quot;Dakar_landuse_style.zip&amp;quot; : Files for style of the shapefile.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Attribute table content:&lt;/p&gt;

&lt;ul&gt;
	&lt;li&gt;&amp;quot;CAT&amp;quot;, &amp;quot;GID&amp;quot; : ID of the street block&lt;/li&gt;
	&lt;li&gt;&amp;quot;PROB_ACS&amp;quot; : Probability to belong to class ACS&lt;/li&gt;
	&lt;li&gt;&amp;quot;PROB_AGRI&amp;quot; : Probability to belong to class AGRI&lt;/li&gt;
	&lt;li&gt;&amp;quot;PROB_BARE&amp;quot; :&amp;nbsp;Probability to belong to class&amp;nbsp;BARE&lt;/li&gt;
	&lt;li&gt;&amp;quot;PROB_DEPR&amp;quot; :&amp;nbsp;Probability to belong to class DEPR&lt;/li&gt;
	&lt;li&gt;&amp;quot;PROB_PLAN&amp;quot; :&amp;nbsp;Probability to belong to class PLAN&lt;/li&gt;
	&lt;li&gt;&amp;quot;PROB_VEG&amp;quot; :&amp;nbsp;Probability to belong to class VEG&lt;/li&gt;
	&lt;li&gt;&amp;quot;FIRST_LABE&amp;quot; : Class with the highest classification probability&lt;/li&gt;
	&lt;li&gt;&amp;quot;SEC_LABEL&amp;quot; : Class with the second highest classification probability&lt;/li&gt;
	&lt;li&gt;&amp;quot;FIRST_PROB&amp;quot; : Value of the highest classification probability&lt;/li&gt;
	&lt;li&gt;&amp;quot;SEC_PROB&amp;quot; : Value of the second highest classification probability&lt;/li&gt;
	&lt;li&gt;&amp;quot;UNCERTAIN&amp;quot; : Difference between&amp;nbsp;&amp;quot;FIRST_PROB&amp;quot; and&amp;nbsp;&amp;quot;SEC_PROB&amp;quot;&lt;/li&gt;
	&lt;li&gt;&amp;quot;BUILT_PERC&amp;quot; : Percentage of the street blocks covered by built-up (from land cover map)&lt;/li&gt;
	&lt;li&gt;&amp;quot;MAP_LABEL&amp;quot; : Final classification label with uncertainty and different density classes&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Legend classes label:&lt;/p&gt;

&lt;ul&gt;
	&lt;li&gt;&amp;quot;AGRI&amp;quot; : Agricultural vegetation&lt;/li&gt;
	&lt;li&gt;&amp;quot;VEG&amp;quot; :&amp;nbsp;Natural vegetation&lt;/li&gt;
	&lt;li&gt;&amp;quot;BARE&amp;quot;&amp;nbsp;:&amp;nbsp;Bare soils&lt;/li&gt;
	&lt;li&gt;&amp;quot;ACS&amp;quot; :&amp;nbsp;Non-residential built-up (administrative, commercial, services, etc.)&lt;/li&gt;
	&lt;li&gt;&amp;quot;PLAN&amp;quot; :&amp;nbsp;Planned residential built-up&lt;/li&gt;
	&lt;li&gt;&amp;quot;PLAN_LD&amp;quot; :&amp;nbsp;Planned residential low density built-up&lt;/li&gt;
	&lt;li&gt;&amp;quot;DEPR&amp;quot; : Deprived residential built-up&lt;/li&gt;
	&lt;li&gt;&amp;quot;UNCERT&amp;quot; : Uncertain classification&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;References:&lt;/p&gt;

&lt;p&gt;[1] Grippa, Tais, 2018, &amp;quot;Mapping urban land use at street block level using OpenStreetMap, remote sensing data and spatial metrics&amp;quot;,&amp;nbsp;&lt;em&gt;ISPRS Int. J. Geo-Inf.&lt;/em&gt;&amp;nbsp;&lt;strong&gt;2018&lt;/strong&gt;,&amp;nbsp;&lt;em&gt;7&lt;/em&gt;(7), 246.&amp;nbsp;&lt;a href="https://doi.org/10.3390/ijgi7070246"&gt;https://doi.org/10.3390/ijgi7070246&lt;/a&gt;&amp;nbsp;&lt;/p&gt;

&lt;p&gt;[2]&amp;nbsp;Grippa, Tais. 2018. &amp;ldquo;Osm Street Blocks Extraction.&amp;rdquo; Zenodo. &lt;a href="https://doi.org/10.5281/zenodo.1290637"&gt;https://doi.org/10.5281/zenodo.1290637&lt;/a&gt;.&lt;/p&gt;

&lt;p&gt;Funding:&amp;nbsp;&lt;/p&gt;

&lt;p&gt;This dataset was&amp;nbsp;produced in the frame of two research project : MAUPP (&lt;a href="http://maupp.ulb.ac.be"&gt;http://maupp.ulb.ac.be&lt;/a&gt;)&amp;nbsp;and REACT (&lt;a href="http://react.ulb.be"&gt;http://react.ulb.be&lt;/a&gt;), funded by the&amp;nbsp;Belgian Federal Science Policy Office (&lt;a href="http://eo.belspo.be/About/Stereo3.aspx"&gt;BELSPO&lt;/a&gt;).&lt;/p&gt;</description>
    <description descriptionType="Other">The production of this dataset was founded by BELSPO (Belgian Federal Science Policy Office) in the frame of the
STEREO III program, as part of the MAUPP (SR/00/304) and REACT (SR/00/337) project (http://maupp.ulb.ac.be
and http://react.ulb.be/).</description>
  </descriptions>
</resource>
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