Dataset Viewer
The dataset could not be loaded because the splits use different data file formats, which is not supported. Read more about the splits configuration. Click for more details.
Couldn't infer the same data file format for all splits. Got {NamedSplit('train'): (None, {}), NamedSplit('validation'): (None, {}), NamedSplit('test'): ('json', {})}
Error code: FileFormatMismatchBetweenSplitsError
Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
ERA5 Global 10-Day Dataset (2022)
Dataset Overview
- Source: WeatherBench2 ERA5 reanalysis
- Period: 2022-01-10 to 2022-01-19 (10 days, 40 timesteps)
- Temporal Resolution: 6-hourly (00:00, 06:00, 12:00, 18:00 UTC)
- Spatial Coverage: Global
- Spatial Resolution: 0.25° × 0.25° (721 lat × 1440 lon)
Variables
temperature(K)u_component_of_wind(m/s)v_component_of_wind(m/s)
Pressure Levels
8 levels (hPa): 1000, 925, 850, 700, 600, 500, 400, 300
Data Splits
| Split | Timesteps | Period |
|---|---|---|
| Train | 24 (60%) | Jan 10 00:00 - Jan 15 18:00 |
| Val | 8 (20%) | Jan 16 00:00 - Jan 17 18:00 |
| Test | 8 (20%) | Jan 18 00:00 - Jan 19 18:00 |
Source
Derived from the WeatherBench2 ERA5 release, based on ERA5 data provided by ECMWF / Copernicus.
- WeatherBench2: https://weatherbench2.readthedocs.io/en/latest/data-guide.html
- ERA5: https://www.ecmwf.int/en/forecasts/dataset/ecmwf-reanalysis-v5
Related Repositories
- Sample dataset: https://huggingface.co/datasets/heyhenry03/ERA5-Sample
- Checkpoints: https://huggingface.co/heyhenry03/ERA5-checkpoints
- Downloads last month
- 6