2026-04-17T06:52:20Z https://researchdata.tuwien.ac.at/oai2d

oai:researchdata.tuwien.ac.at:c4nk9-m2n74 2026-04-02T11:28:18Z openaire_data

4.3 TUW.TUDATA 10.48436/c4nk9-m2n74 oai:researchdata.tuwien.ac.at:c4nk9-m2n74 Giannandrea, Daniele Daniele Giannandrea 0009-0009-4234-1974 TU Wien dwh GmbH TU Wien 2026 Bicher, Martin Martin Bicher 0000-0002-1362-6868 TU Wien dwh GmbH Viehauser, Maximilian Maximilian Viehauser 0009-0008-7618-1123 TU Wien dwh GmbH Kastinger, Hannah Hannah Kastinger dwh GmbH Popper, Nikolas Nikolas Popper 0000-0003-4615-2774 TU Wien dwh GmbH 2026-04-02 2026-04-02 10.48436/qtjqd-tqx29 Creative Commons Attribution 4.0 International Dataset description Both files contain a list of longitude/latitude coordinates of synthetic populations of Austria generated by Generic Population Concept - Agent-Based Model (GEPOC ABM) for the reference date January 1, 2025. Context and methodology The datasets were created in the context of the spatial parametrization of the agent-based population model GEPOC ABM. The sampling of coordinates is done in two stages: For every municipality, the number of coordinates to be sampled is determined by its census count on January 1, 2025. A coordinate from within the municipality region is sampled. The two files were generated with different sampling methods: Uniform Sampling: Coordinates are sampled from a uniform distribution over the spatial extent of the municipality, and filtered by the Global Human Settlement Population Layer - only coordinates in populated raster cellss are kept. Building-based Sampling: Coordinates are sampled from a distribution based on OpenStreetMap building data, with the distribution weights being proportional to the living area of a building, i.e., its base area times its number of building levels. The discrete set of possible coordinates lies within the building geometries. Files gepoc_abm_synthetic_population_coordinates_austria_20250101_uniform_sampling.csv contains the synthetic population coordinates generated by the uniform sampling method. gepoc_abm_synthetic_population_coordinates_austria_20250101_building_sampling.csv contains the synthetic population coordinates generated by the building-based sampling method.