Characteristics of occasional poor medium-range weather forecasts for Europe

Medium-range weather prediction has become more skillful over recent decades, but forecast centers still suffer from occasional very poor forecasts, which are often referred to as “dropouts” or “busts.” This study focuses on European Centre for Medium-Range Weather Forecasts (ECMWF) day-6 forecasts for Europe. Although busts are defined by gross scores, bust composites reveal a coherent “Rex type” blocking situation, with a high over northern Europe and a low over the Mediterranean. Initial conditions for these busts also reveal a coherent flow, but this is located over North America and involves a trough over the Rockies, with high convective available potential energy (CAPE) to its east. This flow type occurs in spring and is often associated with a Rossby wave train that has crossed the Pacific. A composite on this initial flow type displays enhanced day-6 random forecast errors and some-what enhanced ensemble forecast spread, indicating reduced inherent predictability. Mesoscale convective systems, as...

[1]  F. Galton Regression Towards Mediocrity in Hereditary Stature. , 1886 .

[2]  Daniel F. Rex,et al.  Blocking Action in the Middle Troposphere and its Effect upon Regional Climate II. The Climatology of Blocking Action , 1950 .

[3]  E. Lorenz Deterministic nonperiodic flow , 1963 .

[4]  B. Hoskins,et al.  Two paradigms of baroclinic‐wave life‐cycle behaviour , 1993 .

[5]  T. Palmer,et al.  Sensitivity analysis of atmospheric low‐frequency variability , 1997 .

[6]  Chris Snyder,et al.  Mesoscale Predictability of the “Surprise” Snowstorm of 24–25 January 2000 , 2002 .

[7]  E. Ritchie The Extratropical Transition of Tropical Cyclones , 2003 .

[8]  Sarah C. Jones,et al.  The extratropical transition of tropical cyclones : forecast challenges, current understanding, and future directions , 2003 .

[9]  E. Källén,et al.  Blocking prediction in an ensemble forecasting system , 2004 .

[10]  Y. Trémolet Model‐error estimation in 4D‐Var , 2007 .

[11]  Tim N. Palmer,et al.  Ensemble forecasting , 2008, J. Comput. Phys..

[12]  Martin Leutbecher,et al.  A Spectral Stochastic Kinetic Energy Backscatter Scheme and Its Impact on Flow-Dependent Predictability in the ECMWF Ensemble Prediction System , 2009 .

[13]  J. Thepaut,et al.  The ERA‐Interim reanalysis: configuration and performance of the data assimilation system , 2011 .

[14]  Massimo Bonavita,et al.  Estimating background‐error variances with the ECMWF Ensemble of Data Assimilations system: some effects of ensemble size and day‐to‐day variability , 2011 .

[15]  Nils Wedi,et al.  High-Resolution Global Climate Simulations with the ECMWF Model in Project Athena: Experimental Design, Model Climate, and Seasonal Forecast Skill , 2012 .

[16]  H. Lean,et al.  The benefits of the Met Office variable resolution NWP model for forecasting convection , 2013 .

[17]  Philippe Lopez,et al.  Linearized Physics for Data Assimilation at ECMWF , 2013 .