research data . Dataset . 2021

Building types map of Germany

Schug, Franz; Frantz, David; van der Linden, Sebastian; Hostert, Patrick;
Open Access
  • Published: 12 Mar 2021
  • Publisher: Zenodo
This dataset features a map of building types for Germany on a 10m grid based on Sentinel-1A/B and Sentinel-2A/B time series. A random forest classification was used to map the predominant type of buildings within a pixel. We distinguish single-family residential buildings, multi-family residential buildings, commercial and industrial buildings and lightweight structures. Building types were predicted for all pixels where building density > 25 %. Please refer to the publication for details. Temporal extent Sentinel-2 time series data are from 2018. Sentinel-1 time series data are from 2017. Data format The data come in tiles of 30x30km (see shapefile). The pr...
free text keywords: Remote Sensing, Earth Observation, Sentinel-1, Sentinel-2, Copernicus, Germany, Building, FOS: Civil engineering, Building Types, Settlement, Map, Machine Learning
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Funded by
Understanding the Role of Material Stock Patterns for the Transformation to a Sustainable Society
  • Funder: European Commission (EC)
  • Project Code: 741950
  • Funding stream: H2020 | ERC | ERC-ADG
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