Hotter than forecast
On Wednesday 14 October in Llanes, a high of 25.3 °C was expected and it reached 30.4 °C
With what we measure, we cannot tell why.
Carreña de Cabrales station (AEMET), 14 km from Llanes.
What happened
- No model saw it coming: the closest, the GFS, gave 27 °C.
- This station usually comes out 1.1 °C above the forecast; that day it was 5.1 °C above.
- With what we measure, we cannot tell why.
- The Atlas Forecast missed by less: 1.4 °C average error each hour, against 2 °C for the median of the models.
What each model gave
| Model | For that day (0–24 h) | A day earlier (24–48 h) |
|---|---|---|
| ECMWF IFS | 26.9 °C | 26.3 °C |
| ECMWF AIFS | 24.1 °C | 24.8 °C |
| GFS | 27 °C | 26.6 °C |
| ICON | 25.5 °C | 26.1 °C |
| ARPEGE | 24.4 °C | 24.7 °C |
| UKMO | 25.1 °C | 24.8 °C |
| Median | 25.3 °C | 25.5 °C |
| Measured | 30.4 °C | |
Hour by hour
Temperature at the Carreña de Cabrales station, with each model's forecast for that same day (0–24 h). Spanish mainland time.
- Measured
- Median of the models
- Each of the other models
Show the data in a table
| Time | Measured | ECMWF IFS | ECMWF AIFS | GFS | ICON | ARPEGE | UKMO |
|---|---|---|---|---|---|---|---|
| 03:00 | 15.7 | 17.2 | 19.4 | 17.1 | 16.3 | 15.4 | 13.5 |
| 04:00 | 15.7 | 16.6 | 18.9 | 17.2 | 16.5 | 15.3 | 13.3 |
| 05:00 | 15.7 | 16.2 | 18.4 | 17.1 | 16.2 | 14.9 | 14.2 |
| 06:00 | 15.6 | 15.8 | 17.9 | 17.3 | 15.9 | 15 | 13.7 |
| 07:00 | 15.4 | 15.6 | 17.7 | 17.3 | 16 | 15.4 | 13 |
| 08:00 | 15.1 | 16.1 | 17.8 | 17.2 | 16.6 | 14.9 | 14.5 |
| 09:00 | 14.7 | 17.8 | 18.5 | 18 | 17.2 | 14.7 | 14.3 |
| 10:00 | 15.5 | 20.3 | 19.7 | 20.7 | 19.5 | 15.9 | 16.3 |
| 11:00 | 17.7 | 22.4 | 21.1 | 23 | 21.3 | 18.1 | 19.2 |
| 12:00 | 21.1 | 24.2 | 22.4 | 25 | 22.2 | 19.6 | 21.2 |
| 13:00 | 23 | 25.8 | 23.5 | 25.7 | 23.1 | 21.2 | 23 |
| 14:00 | 26.1 | 26.7 | 24.1 | 26.7 | 24.3 | 22.5 | 24.3 |
| 15:00 | 28.1 | 26.9 | 24 | 27 | 25 | 23.8 | 24.8 |
| 16:00 | 26.8 | 26.5 | 23.4 | 26.6 | 25.5 | 24 | 25.1 |
| 17:00 | 30.4 | 25.8 | 22.7 | 25.6 | 25.5 | 24.4 | 24.7 |
| 18:00 | 28.1 | 24.5 | 21.8 | 24.2 | 24.5 | 23.3 | 24.1 |
| 19:00 | 24.2 | 22.9 | 20.9 | 21.8 | 23.2 | 22.1 | 23.3 |
| 20:00 | 21.7 | 21.6 | 20.4 | 20.4 | 21.1 | 20.8 | 21 |
| 21:00 | 20.4 | 20.9 | 20.2 | 19.8 | 20.7 | 19.5 | 19.6 |
| 22:00 | 19.9 | 20.4 | 20 | 19.8 | 19.6 | 18.9 | 19.1 |
| 23:00 | 18.2 | 20.1 | 20 | 19.8 | 19.2 | 18.4 | 18.7 |
| 00:00 | 18 | 19.7 | 20 | 19.7 | 18.6 | 17.8 | 18.3 |
| 01:00 | 17.4 | 19.3 | 20 | 19.6 | 18.5 | 17.5 | 18.1 |
| 02:00 | 17.1 | 19 | 19.9 | 19.6 | 18.6 | 17.4 | 17.7 |
Weather in Llanes · Model accuracy · The model league · Other misses
How we spot them
Every day we compare what the Meteocat (in Catalonia) and AEMET weather stations measured the day before with what each model had forecast for that same day (0–24 h ahead). It counts as a notable miss if 15 mm or more fell and the median of the models gave less than 3; if it gave 15 mm or more and less than 1 fell; if the high was off by 4 °C or more (and by at least 4 °C more than that station usually is); or if a gust went over 60 km/h and was 25 km/h or more above the forecast. Stations within 40 km with the same miss count as one episode, and we show at most 5 per day.
The explanations come from the same data: which model saw it, whether the rain came earlier or later, whether it fell (or was forecast) a few kilometres away, whether it was very concentrated… When none of that fits, we say so. Days run from midnight to midnight UTC (2 am to 2 am in summer and 1 am to 1 am in winter, Spanish mainland time).
Missing now and then is unavoidable: the weather is chaotic and every model has its days. How often each one gets it right, on average, is in Accuracy and in the model league.