ESSD benchmark output data
type: Item
instance of: data set
description: This dataset contains the ESSD benchmark output data. Visit https://github.com/EUPP-benchmark/ESSD-benchmark for more information. This dataset is provided as supplementary material with: Demaeyer, J., Bhend, J., Lerch, S., Primo, C., Van Schaeybroeck, B., Atencia, A., Ben Bouallgue, Z., Chen, J., Dabernig, M., Evans, G., Faganeli Pucer, J., Hooper, B., Horat, N., Jobst, D., Mere, J., Mlakar, P., Mller, A., Mestre, O., Taillardat, M., and Vannitsem, S.: The EUPPBench postprocessing benchmark dataset v1.0, Earth Syst. Sci. Data Discuss. [preprint], https://doi.org/10.5194/essd-2022-465, in review, 2023. Please cite this article if you use (a part of) this code for a publication. Description of the methods used to get the ESSD benchmark output data ------------------------------------------------------------------------------------------------------- - ANET: NN post processing method using ensemble member encoders and dynamic attention Repository: https://github.com/EUPP-benchmark/ESSD-ANET - AR-EMOS: EMOS with heteroscedastic autoregressive error adjustments Repository: https://github.com/EUPP-benchmark/ESSD-AR-EMOS - ASRE: Accounting for systematic and representativeness errors Repository: https://github.com/EUPP-benchmark/ESSD-ASRE - DRN: Distributional regression network Repository: https://github.com/EUPP-benchmark/ESSD-DRN - DVQR: D-vine copula based postprocessing Repository: https://github.com/EUPP-benchmark/ESSD-D-Vine-Copula - EMOS: Ensemble model output statistics Repository: https://github.com/EUPP-benchmark/ESSD-EMOS - RC: Reliability Calibration (IMPROVER) Repository: https://github.com/EUPP-benchmark/ESSD-reliability-calibration - MBM: Member-By-Member postprocessing Repository: https://github.com/EUPP-benchmark/ESSD-mbm
publication date: 2023-04-04T00:00:00Z
author: Jieyu Chen
author: Markus Dabernig
author: Jonathan Demaeyer
author: Gavin Evans
author: Jana Faganeli Pucer
author: Ben Hooper
author: Nina Horat
author: David Jobst
author: Sebastian Lerch
author: Peter Mlakar
author: Annette Möller
author: Janko Merše
author: Zied Ben Bouallègue
Zenodo ID: 7798350
DOI: 10.5281/zenodo.7798350
copyright license: Creative Commons Attribution 4.0 International
dataset version identifier: v1.0
MaRDI profile type: Dataset
description: Dataset published at Zenodo repository.