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ETHOS.BUILDA: Residential Building TABULA Archetype Dataset Germany

Authors: Dabrock, Kristina; Ulken, Jens; Pflugradt, Noah; Weinand, Jann Michael; Stolten, Detlef;

ETHOS.BUILDA: Residential Building TABULA Archetype Dataset Germany

Abstract

Introduction This dataset contains all residential buildings in Germany with their construction year, size class, refurbishment state, and TABULA archetype. It is a partial dump of the ETHOS.BUILDA database (version v7_20240429). ETHOS.BUILDA is a database containing building-level data for the German building stock. It is based on various data sources that are combined and enriched with machine learning approaches to generate one consistent and complete building dataset. ETHOS.BUILDA is made available under the Open Database License (ODbL). The licenses of the contents of the database depend on the data source. The sources of the building attributes and information on the type of processing that was done to assign the information from the raw data to the building in ETHOS.BUILDA are provided for each individual data point. Data structure and file overview Building data is provided per federal state, the files are named according to the NUTS-1 region names. The building data has the following fields: field name description ID unique identifier of the building position location of building centroid in WKT-format, EPSG:3035 construction_year value: construction year, source: source of the construction year data, lineage: construction year assignment method size_class value: size class of the building, source: source of the size class data, lineage: size class assignment method refurbishment_state value: refurbishment state of the building, source: source of the refurbishment state data, lineage: refurbishment state assignment method tabula_type value: TABULA type of the building, source: source of the TABULA data, lineage: TABULA type assignment method A mapping of the abbreviations of "source" and "lineage" of individual data points to the descriptions is provided in sources.csv and lineages.csv. There is no entry for the source "v3_model.json", as it refers to the internally trained machine learning model for the respective attribute and not to an external data source. The full footprint polygons from which the centroids are derived and the sources of the footprints are found in the related dataset linked as "is supplemented by". Acknowledgements This work was supported by the Helmholtz Association under the program "Energy System Design". 

Keywords

construction year, size class, residential building, Germany, building, refurbishment state, geodata, building archetype, TABULA

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
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