Material from: Linus


 

Discussed in the following Daily reports:



1. Overview

In the end of April 2025 Western Europe experienced unseasonally high temperatures.

 

2. Analyses and Observations

2.1 Event Definition

Currently based on the 2-metre temperature on 30 April 12UTC for a 0.25x0.25 degree box centred on Troyes, France (48.3N, 4E). An evolution plot is also available for the 3-day mean temperature (29 April -1 May).


2.2 Analyses

The plots below show analyses of T850 and z500 from 26 April to 2 May.

2.3 Observations


2.4 Climatological perspective

3. Forecasts

3.1 Data assimilation and observation usage

The plots below show the observation statistics for assimilation of 2-metre temperature (left) and 2-metre relative humidity (right), for the box 45-50N, 0-7E.

 

3.2 Single Forecasts for the event based on 00UTC forecasts (defined in Section 2.1)

Observations for the event

SYNOP observations (left) and ECMWF analysis (right).


Control forecast (IFS 9-km resolution)

Compared to the ECMWF analysis, one can note the colder temperatures over France. In the short-range forecasts one can see the sign of a heat-island over Paris and London.

DestinE (IFS 4.4km resolution)

AIFS -single (AIFSv1.0 ~0.25 resolution)

The warm temperatures over France is better captured in AIFS.

AIFS ensemble (AIFS diffusion ensemble ~1 degree resolution)

3.3 Ensemble distribution

EFI (based on IFS 9-km ensemble)

The plots below shows the EFI for 3-day mean temperature 29 April 1 May. The event was well captured at least from 24 April and onwads.

Forecast Evolution plot

The plot below shows the evolution plot for the 2-metre temperature on 30 April 12UTC for Troyes, France. The prediction was extremely good from AIFS-single. The IFS forecasts were much colder than AIFS-single and AIFS-CRPS, which were in line with the observation.

Legend:

Observation - green hourglass
Analysis - green dot
ENS CF - red dot
DestinE - dark-green dot
AIFS-single - cyan dot

ENS distribution - blue
AIFS-ENS-CRPS distribution - pink
ENS m-climate - cyan
ENS m-climate maximum - black triangle

The plot below shows the evolution plot for 3-day mean temperature for Troyes, France (see event definition). Same legend as above.

3.4 Sub-seasonal forecasts

 

3.5 Comparison with other centres


4. Hazard Forecasts


5. Dedicated Experiments


6. Event Summary

6.1 Good and bad aspects of the forecasts for the event

6.2 Experience from general performance/other cases


7. Additional material