SynCast: Postprocessing for Wind Forecasts - Data for Prototype

The dataset contains alls data necessary to train a prototype of the SynCast Model developed within the AI Center of Deutscher Wetterdienst.The dataset contains the gridded forecasts of U and V wind fields at approximately 100m height of the ICON global model of DWD, comprising different resolutions and forecast lead times. Furthermore it contains radiosonde observation in feedback file format from the global EnVAR data assimilation system of Deutscher Wetterdienst. Details of the ICON model and die fields can be found here https://www.dwd.de/SharedDocs/downloads/DE/modelldokumentationen/nwv/icon/icon_dbbeschr_aktuell.pdf https://dwd-geoportal.de/products/G_EJM/ Details on the feedbackfile format containng the radiosonde observations ist available here https://www.cosmo-model.org/content/model/cosmo/coreDocumentation/cosmoFeedbackFileDefinition.pdf The following data are available: Files Description Variables invar.tar.gz invariant fields of ICON data (grid, orography data) for grid resolutions R02B06N07 and R03B06N07 HHL, FR_LAND, HSURF, FIS, FR_LAKE, SOILTYPE, ROOTDP, DEPTH_LK, CLON, CLAT, ELON, ELAT, VLON, VLAT r2b6_2d.tar.gz ICON forecasts with 48 hours leadtime startet daily at 00UTC and 12UTC, time range 2023051512 - 2023120100 U, V at ICON model level 11 r3b6_0d.tar.gz ICON forecasts with 0 hours leadtime (analysis time) startet daily at 00UTC and 12UTC, time range 2023051512 - 2023120100 U, V at ICON model level 11 r3b6_3d.tar.gz ICON forecasts with 72 hours leadtime (analysis time) startet daily at 00UTC and 12UTC, time range 2023051512 - 2023120100 U, V at ICON model level 11 r3b6_3d.tar.gz ICON forecasts with 168 hours leadtime (analysis time) startet daily at 00UTC and 12UTC, time range 2023051512 - 2023120100 U, V at ICON model level 11 obs.tar.gz radiosonde observations in netCDF format at 00UTC and 12UTC, time range 2023051512 - 2023120100 obs variable with varno 3 and 4 (U, V component of wind) among other variables measured by radiosondes