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Dakar land use map at street block level

Tais Grippa; Stefanos Georganos


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  <dc:contributor>Soukaina Zarougui</dc:contributor>
  <dc:contributor>Yann Forget</dc:contributor>
  <dc:contributor>Sabine Vanhuysse</dc:contributor>
  <dc:contributor>Éléonore Wolff</dc:contributor>
  <dc:contributor>Catherine Linard</dc:contributor>
  <dc:contributor>Marius Gilbert</dc:contributor>
  <dc:contributor>Michal Shimoni</dc:contributor>
  <dc:contributor>Hugo Perilleux Sanchez</dc:contributor>
  <dc:contributor>Augustin Martinet</dc:contributor>
  <dc:contributor>Andrew Tatem</dc:contributor>
  <dc:contributor>Nicole Van Lipzig</dc:contributor>
  <dc:contributor>Marco millones</dc:contributor>
  <dc:contributor>Benoit Parmentier</dc:contributor>
  <dc:contributor>Brian McGill</dc:contributor>
  <dc:contributor>Oscar Brousse</dc:contributor>
  <dc:contributor>Matthias Demuzere</dc:contributor>
  <dc:contributor>Daniel C Casey</dc:contributor>
  <dc:creator>Tais Grippa</dc:creator>
  <dc:creator>Stefanos Georganos</dc:creator>
  <dc:date>2018-06-16</dc:date>
  <dc:description>This datatset contains a land use classification of Dakar (Senegal) at the street block level. It was created following the methodology presented in [1].

Description of the files:


	"Dakar_landuse_shapefile.zip" : Shapefile of the street blocks extracted from OpenStreetMap using [2] with classification results in the attribute table.
	"Dakar_landuse_style.zip" : Files for style of the shapefile.


Attribute table content:


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


Legend classes label:


	"AGRI" : Agricultural vegetation
	"VEG" : Natural vegetation
	"BARE" : Bare soils
	"ACS" : Non-residential built-up (administrative, commercial, services, etc.)
	"PLAN" : Planned residential built-up
	"PLAN_LD" : Planned residential low density built-up
	"DEPR" : Deprived residential built-up
	"UNCERT" : Uncertain classification


References:

[1] Grippa, Tais, 2018, "Mapping urban land use at street block level using OpenStreetMap, remote sensing data and spatial metrics", ISPRS Int. J. Geo-Inf. 2018, 7(7), 246. https://doi.org/10.3390/ijgi7070246 

[2] Grippa, Tais. 2018. “Osm Street Blocks Extraction.” Zenodo. https://doi.org/10.5281/zenodo.1290637.

Funding: 

This dataset was produced in the frame of two research project : MAUPP (http://maupp.ulb.ac.be) and REACT (http://react.ulb.be), funded by the Belgian Federal Science Policy Office (BELSPO).</dc:description>
  <dc:description>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/).</dc:description>
  <dc:identifier>https://zenodo.org/record/1291389</dc:identifier>
  <dc:identifier>10.5281/zenodo.1291389</dc:identifier>
  <dc:identifier>oai:zenodo.org:1291389</dc:identifier>
  <dc:relation>doi:10.5281/zenodo.1290637</dc:relation>
  <dc:relation>doi:10.5281/zenodo.1290641</dc:relation>
  <dc:relation>doi:10.5281/zenodo.1291388</dc:relation>
  <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
  <dc:rights>https://opensource.org/licenses/MIT</dc:rights>
  <dc:subject>Dakar</dc:subject>
  <dc:subject>Land use</dc:subject>
  <dc:subject>Map</dc:subject>
  <dc:subject>Street block</dc:subject>
  <dc:title>Dakar land use map at street block level</dc:title>
  <dc:type>info:eu-repo/semantics/other</dc:type>
  <dc:type>dataset</dc:type>
</oai_dc:dc>
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