NP5.3

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

NP5.3

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

Co-organized by CL5.2/HS4

Convener: Stéphane Vannitsem | Co-conveners: Stephan Hemri, Sebastian Lerch, Maxime Taillardat, Daniel S. Wilks

vPICO presentations

| Wed, 28 Apr, 09:00–10:30 (CEST)

vPICO presentations: Wed, 28 Apr

Chairpersons: Stephan Hemri, Sebastian Lerch, Maxime Taillardat

09:00–09:05

5-minute convener introduction

EGU21-11193

ECS

solicited

Sequential Aggregation of Probabilistic Forecasts - Applicaton to Wind Speed Ensemble Forecasts

Michael Zamo et al.

EGU21-415

ECS

Probabilistic Temperature Forecasting with a Heteroscedastic Autoregressive Ensemble Postprocessing model

Annette Möller and Jürgen Groß

EGU21-1326

ECS

Statistical and machine learning methods for postprocessing ensemble forecasts of wind gusts

Benedikt Schulz and Sebastian Lerch

EGU21-1988

ECS

TIN-Copula bias correction of climate modeled daily maximum temperature in the MENA region

Georgia Lazoglou et al.

EGU21-2495

Statistical post-processing of ensemble forecasts at the Belgian met service

Jonathan Demaeyer et al.

EGU21-4373

ECS

Improve short-term precipitation forecasts using numerical weather prediction model output and machine learning

Yuhang Zhang and Aizhong Ye

EGU21-4374

ECS

Spatially coherent postprocessing of cloud cover forecasts using generative adversarial networks

Yinghao Dai and Stephan Hemri

EGU21-7283

New operational nowcasting system at Finnish Meteorological Institute

Leila Hieta et al.

EGU21-7359

ECS

Calibration of solar radiation ensemble forecasts using convolutional neural network

Florian Dupuy et al.

EGU21-9212

ECS

Trends inflate estimates of subseasonal skill for surface temperatures

(withdrawn)

Ole Wulff et al.

EGU21-9487

A global EMOS postprocessing for temperature and precipitation forecasts for any location in Switzerland

Jan Rajczak et al.

EGU21-9661

ECS

Incorporating the North Atlantic Oscillation into the post-processing of MOGREPS-G wind speed forecasts

Sam Allen et al.

EGU21-9840

ECS

Multivariate postprocessing using Cholesky-based multivariate Gaussian regression

Thomas Muschinski et al.

EGU21-9849

ECS

Postprocessing wind forecasts with deep learning in complex terrain

Daniele Nerini et al.

EGU21-10610

ECS

Post-processing of NWP rainfall to facilitate blending with advection forecasts

Robert Brier et al.

EGU21-12949

ECS

Mixtures of (skewed) Gaussian distributions for statistical post-processing

Maxime Taillardat

09:45–10:30

Meet the authors in their breakout text chats