To generate a comprehensive land cover data set for the DWD city climate model MUKLIMO_3, the Copernicus Urban Atlas data were supplemented by Corine Landcover data. The original classes of the two input data sets were retained and are documented on the Copernicus Land Monitoring Service website (https://land.copernicus.eu/local/urban-atlas/urban-atlas-2012, https://land.copernicus.eu /pan-european/corine-land-cover/clc-2012). The data set was created as part of the Copernicus project "Use of the GMES Urban Atlas for urban climate modeling" (GUAMO) funded by the Federal Ministry of Transport and Digital Infrastructure (BMVI) under the funding number 50 EW 1610 (duration August 2016 - September 2018). The data set is available as a polygon feature (feature class) of an ESRI geodatabase in the following coordinate system: ETRS_1989_LAEA WKID: Authority: 3035 (EPSG) Projection: Lambert_Azimuthal_Equal_Area False_Easting: 4321000.0 False_Northing: 3210000.0 Central_Meridian: 10.0 Latitude_Of_Orig in: 52 .0 Linear Unit: Meter (1.0) Geographic Coordinate System: GCS_ETRS_1989 Angular Unit: Degree (0.0174532925199433) Prime Meridian: Greenwich (0.0) Datum: D_ETRS_1989 Spheroid: GRS_1980 Semimajor Axis: 6378137.0 Semiminor Axis: 6356752 .314140356 Inverse Flattening: 298.257222101