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OpenStreetMap Austria Building Coverage

This is a services that continuously calculates the building outline coverage in OpenStreetMap compared to the Austrian basemap for each Austrian municipality, district, and federal state.

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Basic Setup

Here is a rough outline of the setup process if you want to run the service on your own.

  • Install Python 3
  • Install required Python 3 modules
    • psycopg2
    • Pillow
    • numpy
    • cv2
    • requests
    • django
    • pygal
    • mapnik
  • Install PostgreSQL 9.x
  • Install required PostgreSQL extensions
    • PostGIS
    • hstore
    • pgcrypto
  • Install other required software
    • osm2pgsql
    • osmupdate
    • mb-util
    • TileMill
  • Set up basic tiles
    • Download basempap Tiles at zoom level 16 (scripts/basemap/basemap-tile-downloader.py)
    • Extract buildings from basemap tiles (scripts/basemap/basemap-extract-buildings.py)
  • Import OSM Austria extract with osm2pgsql
  • Generate admin boundaries and tile indices per municipality
    • Create boundary database table (scripts/coverage-scores/create-admin-boundaries.sql)
    • Create new TileMill project with a PostgreSQL layer and the following statement (select id, name, way, color as colorvalue from austria_admin_boundaries where admin_level=3) as municipalities
    • Execute the script scripts/coverage-scores/municipalities-cartocss.py and paste the result into style.mss in TileMill
    • Render the result with the bounding box set to Austria any with zoom level 16 only (takes up about 200 MB of disk space)
    • Extract the tiles with mb-util austria-municipalities.mbtiles austria-municipalities-16
  • Prepare basemap buildings-only tiles for rendering them on a map
    • scripts/mapnik/scale-tiles-to-lower-zoom-levels.py <path-to-basemap-buildings-only-tiles>/ 16
  • Create a cronjob for the update-all.sh script and pass it the required arguments

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Analysis of the OSM building coverage in Austria (scripts, map and web application for coverage scores).

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