NP5.1
Advances in statistical post-processing, blending and verification of deterministic and ensemble forecasts

NP5.1

Advances in statistical post-processing, blending and verification of deterministic and ensemble forecasts
Co-organized by CL5.3/HS13
Convener: Stéphane Vannitsem | Co-conveners: Stephan HemriECSECS, Sebastian LerchECSECS, Maxime TaillardatECSECS, Daniel S. Wilks
Presentations
| Thu, 26 May, 14:05–16:40 (CEST)
 
Room 0.94/95

Presentations: Thu, 26 May | Room 0.94/95

Chairpersons: Sebastian Lerch, Maxime Taillardat
14:05–14:08
Introduction
EGU22-869
|
ECS
|
On-site presentation
Machine learning for postprocessing ensemble forecasts of wind gusts with a focus on European winter storms | Highlight
Benedikt Schulz and Sebastian Lerch
EGU22-921
|
ECS
|
On-site presentation
Generative machine learning methods for multivariate ensemble post-processing
Jieyu Chen et al.
EGU22-1201
|
ECS
|
Virtual presentation
Physics-constrained postprocessing of surface temperature and humidity
Francesco Zanetta and Daniele Nerini
EGU22-2176
|
ECS
|
On-site presentation
Probabilistic power ramp forecasts using multivariate Gaussian regression
Thomas Muschinski et al.
EGU22-2311
|
ECS
|
On-site presentation
Gaussian mixture models for clustering and calibration of ensemble weather forecasts
Gabriel Jouan et al.
Coffee break
Chairpersons: Stephan Hemri, Daniel S. Wilks
EGU22-5797
|
On-site presentation
News about the EUMETNET statistical postprocessing benchmark
Jonathan Demaeyer
EGU22-7407
|
ECS
|
On-site presentation
Temperature prediction with expert agregation
Léo Pfitzner et al.
EGU22-8200
|
ECS
|
On-site presentation
climpred: weather and climate forecast verification in python
Aaron Spring
EGU22-8424
|
On-site presentation
Offline models for statistical post-processing of surface weather variables
Zied Ben Bouallegue et al.
EGU22-10869
|
ECS
|
Virtual presentation
Causality in long-term predictions, past-value problems and a stochastic-deterministic hybrid
Lenin Del Rio Amador and Shaun Lovejoy
EGU22-11689
|
ECS
|
Virtual presentation
Graphical Model Assessment of Probabilistic Forecasts
Moritz N. Lang et al.
EGU22-13118
|
On-site presentation
Calibration of wind speed ensemble forecasts for power generation
Sándor Baran and Ágnes Baran
EGU22-13125
|
ECS
|
On-site presentation
Restoration of temporal dependence in post-processed ensemble forecasts
Mária Lakatos and Sándor Baran
EGU22-13205
|
ECS
|
Virtual presentation
Support Vector Machine Quantile Regression based ensemble postprocessing
David Jobst et al.
EGU22-13388
|
Virtual presentation
Spatially adaptive Bayesian estimation for Probabilistic Temperature Forecasts
Annette Möller et al.
16:34–16:40
Discussion