Ouagadougou land use map at street block level
Creators
Description
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].
Description of the files:
- "Ouaga_landuse_shapefile.zip" : Shapefile of the street blocks extracted from OpenStreetMap using [2] with classification results in the attribute table.
- "Ouaga_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_BARE" : Probability to belong to class BARE
- "PROB_PLAN" : Probability to belong to class PLAN
- "PROB_UNPLA" : Probability to belong to class UNPLAN
- "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:
- "VEG" : 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
- "UNPLAN" : Unplanned residential built-up
- "UNPLAN_LD" : Unplanned residential low density 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).
Notes
Files
Ouaga_landuse_shapefile.zip
Files
(5.6 MB)
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md5:a84bbb421692c2391792ad1fa777585b
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Additional details
Related works
- Is compiled by
- 10.5281/zenodo.1290637 (DOI)
- 10.5281/zenodo.1290641 (DOI)