| { |
| "format_version": "aiweather_station_patch_v2", |
| "model": "IMPROVER-AIFS", |
| "model_type": "statistical-weather-postprocessing", |
| "architectures": ["ImproverAIFS"], |
| "framework": "PyTorch", |
| "domain": "atmosphere", |
| "task": "deterministic-to-probabilistic-weather-postprocessing", |
| "implementation": { |
| "entry_point": "model/improver_aifs.py", |
| "train_script": "scripts/train.py", |
| "inference_script": "scripts/inference.py", |
| "evaluation_script": "scripts/result.py", |
| "synthetic_data_script": "scripts/fake_data.py" |
| }, |
| "paper": {"arxiv": "2504.12672", "doi": "10.1175/AIES-D-25-0037.1", "method": "Bureau of Meteorology IMPROVER applied to ECMWF deterministic AIFS"}, |
| "scientific_dimensions": { |
| "forecast_dates": ["2024-03-01", "2024-07-23"], |
| "conceptual_date_range": ["2024-03-01", "2024-07-23"], |
| "initialization_utc": "1200", |
| "history_days": 30, |
| "lead_hours": [0, 240, 1], |
| "stations": 569, |
| "sources": ["AIFS", "HRES", "ENS"], |
| "variables": ["temperature", "dewpoint", "10 m wind speed"], |
| "threshold_counts": [61, 47, 49], |
| "probability_bins": 7, |
| "valid_time_folds": 2, |
| "blend_knots": 11, |
| "station_neighborhood": [3, 3] |
| }, |
| "target_grid_adapter": {"projection": "Albers", "nx": null, "ny": null, "status": "not_public_do_not_infer"} |
| } |
|
|
