20.500.12556/RUL-152342 The EUPPBench postprocessing benchmark dataset v1.0 Statistical postprocessing of medium-range weather forecasts is an important component of modern forecasting systems. Since the beginning of modern data science, numerous new postprocessing methods have been proposed, complementing an already very diverse field. However, one of the questions that frequently arises when considering different methods in the framework of implementing operational postprocessing is the relative performance of the methods for a given specific task. It is particularly challenging to find or construct a common comprehensive dataset that can be used to perform such comparisons. Here, we introduce the first version of EUPPBench (EUMETNET postprocessing benchmark), a dataset of time-aligned forecasts and observations, with the aim to facilitate and standardize this process. This dataset is publicly available at https://github.com/EUPP-benchmark/climetlab-eumetnet-postprocessing-benchmark (31 December 2022) and on Zenodo (https://doi.org/10.5281/zenodo.7429236, Demaeyer, 2022b and https://doi.org/10.5281/zenodo.7708362, Bhend et al., 2023). We provide examples showing how to download and use the data, we propose a set of evaluation methods, and we perform a first benchmark of several methods for the correction of 2 m temperature forecasts. benchmark dataset ensemble weather forecasts post-processing temperature podatkovna zbirka ansambelske vremenske napovedi statistično poprocesiranje temperatura true false true Angleški jezik Slovenski jezik Članek v reviji 2023-11-21 12:00:41 2023-11-21 12:00:42 2023-11-22 03:38:22 0000-00-00 00:00:00 2023 0 0 Str. 2635-2653 iss. 6 Vol. 15 2023 0000-00-00 Zaloznikova Objavljeno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 004:551.509 1866-3508 10.5194/essd-15-2635-2023 157415427 essd-15-2635-2023.pdf essd-15-2635-2023.pdf 1 2D4BDC6B496B7C8BB1936BD9B535C709 924f3fab28db4d57ab5e60922a1bb00f4f722d3254875937510fc738de4ac2e8 76f0673f-885d-11ee-8d2e-0050569b8976 https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=177805 https://essd.copernicus.org/articles/15/2635/2023/ 1 3712f47d-885d-11ee-8d2e-0050569b8976 https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=177804 Fakulteta za računalništvo in informatiko 0 0 0